From 98df8654e81b69f7195dbfea390f90d8a4771520 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 4 Mar 2014 10:34:18 -0500 Subject: [PATCH 001/266] Adding funding ack. --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index e0689c8..e0802d6 100644 --- a/README.md +++ b/README.md @@ -147,3 +147,9 @@ Ikhtear Sharif, Performance Evaluation of Fast Integer Compression Techniques Ov http://hdl.handle.net/1882/45703 He also posted his slides online: http://www.slideshare.net/ikhtearSharif/ikhtear-defense + + +Funding +----------- + +This work was supported by NSERC grant number 26143. From af0d1522c84c0515f4526eaca04777c458ac13c8 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 10 Apr 2014 16:17:32 -0400 Subject: [PATCH 002/266] Reference --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index e0802d6..ff647b0 100644 --- a/README.md +++ b/README.md @@ -18,6 +18,8 @@ when using differential coding in databases and information retrieval (e.g., in inverted indexes or column stores). This libary is used by ClueWeb Tools (https://github.com/lintool/clueweb). +This library inspired a compression scheme used by Apache Lucene (e.g., see +http://lucene.apache.org/core/4_6_1/core/org/apache/lucene/util/PForDeltaDocIdSet.html ). It is a java port of the fastpfor C++ library (https://github.com/lemire/FastPFor). There is also a Go port (https://github.com/reducedb/encoding). The C++ From cc7343023843b55f8873c33a9607b2c6dfd68dfc Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 16 Apr 2014 14:17:40 -0400 Subject: [PATCH 003/266] Adding a reference to recent paper --- .gitignore | 1 + README.md | 7 ++++++- .../integercompression/benchmarktools/Benchmark.java | 1 - .../integercompression/benchmarktools/BenchmarkCSV.java | 3 +++ 4 files changed, 10 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index dd87c31..83f4d77 100644 --- a/.gitignore +++ b/.gitignore @@ -3,3 +3,4 @@ tags target/ tmp/ +/bin diff --git a/README.md b/README.md index ff647b0..306c2cc 100644 --- a/README.md +++ b/README.md @@ -134,12 +134,17 @@ http://lemire.me/docs/javafastpfor/ Want to read more? ------------------ +This library was a key ingredient in the best paper at ECIR 2014 : + +Matteo Catena, Craig Macdonald, Iadh Ounis, On Inverted Index Compression for Search Engine Efficiency, Lecture Notes in Computer Science 8416 (ECIR 2014), 2014. +http://dx.doi.org/10.1007/978-3-319-06028-6_30 + + We wrote a research paper which documents many of the CODECs implemented here: Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second through vectorization, Software Pratice & Experience (to appear) http://arxiv.org/abs/1209.2137 - Daniel Lemire, Leonid Boytsov, Nathan Kurz, SIMD Compression and the Intersection of Sorted Integers, arXiv:1401.6399, 2014 http://arxiv.org/abs/1401.6399 diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java index 7429892..3e60c9e 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java @@ -398,7 +398,6 @@ public static void testKamikaze(int[][] data, int repeat, size += thiscompsize; // bef = System.nanoTime() / 1000; - // buffer[0] = backupdata[0]; ArrayList datauncomp = new ArrayList( dataout.size()); int deltaoffset = 0; diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java index 6d0efc9..e301d8f 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java @@ -51,6 +51,7 @@ private static ArrayList loadIntegers(final String filename, final Format if (misparsed > 0) System.out.println("Failed to parse " + misparsed + " entries"); + br.close(); return answer; } else if (f == Format.ONEARRAYPERFILE) { ArrayList answer = new ArrayList(); @@ -80,6 +81,7 @@ private static ArrayList loadIntegers(final String filename, final Format if (misparsed > 0) System.out.println("Failed to parse " + misparsed + " entries"); + br.close(); return wrap; } else { ArrayList answer = new ArrayList(); @@ -103,6 +105,7 @@ private static ArrayList loadIntegers(final String filename, final Format if (misparsed > 0) System.out.println("Failed to parse " + misparsed + " entries"); + br.close(); return wrap; } } From a5c358a55fa2ddd13b69a0b25dd750cb3de42ddf Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 18 Apr 2014 15:41:30 -0400 Subject: [PATCH 004/266] Clarifying --- README.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 306c2cc..c02c539 100644 --- a/README.md +++ b/README.md @@ -77,11 +77,16 @@ with contributions by How does it compare to the Kamikaze PForDelta library? ------------------------------------------------------ -In our tests, Kamikaze PForDelta does not fare well. See +In our tests, Kamikaze PForDelta is slower than our implementations. See the benchmarkresults directory for some results. https://github.com/lemire/JavaFastPFOR/blob/master/benchmarkresults/benchmarkresults_icore7_10may2013.txt + +Reference: + http://sna-projects.com/kamikaze/ + + Requirements ------------ From 31ca70660db295f05bf850fa8a63ac6c94390f8d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 28 May 2014 21:08:05 -0400 Subject: [PATCH 005/266] Updated readme --- README.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index c02c539..77ddd36 100644 --- a/README.md +++ b/README.md @@ -17,6 +17,11 @@ your array use less than 32 bits. These sort of arrays often come up when using differential coding in databases and information retrieval (e.g., in inverted indexes or column stores). +It can decompress integers at a rate of over 1.2 billions per second +(4.5 GB/s). It is significantly faster than generic codecs (such +as Snappy, LZ4 and so on) when compressing arrays of integers. + +Part of this library has been integrated in Parquet (http://parquet.io/). This libary is used by ClueWeb Tools (https://github.com/lintool/clueweb). This library inspired a compression scheme used by Apache Lucene (e.g., see http://lucene.apache.org/core/4_6_1/core/org/apache/lucene/util/PForDeltaDocIdSet.html ). @@ -156,7 +161,7 @@ http://arxiv.org/abs/1401.6399 Ikhtear Sharif wrote his M.Sc. thesis on this library: Ikhtear Sharif, Performance Evaluation of Fast Integer Compression Techniques Over Tables, M.Sc. thesis, UNB 2013. -http://hdl.handle.net/1882/45703 +http://lemire.me/fr/documents/thesis/IkhtearThesis.pdf He also posted his slides online: http://www.slideshare.net/ikhtearSharif/ikhtear-defense From d54d2cbfc56c37b7cff0eb867494381b38e8a372 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Jun 2014 09:44:54 -0400 Subject: [PATCH 006/266] Better documentation --- .../lemire/integercompression/BitPacking.java | 5036 ++++++++-------- .../lemire/integercompression/FastPFOR.java | 8 +- .../IntegratedBitPacking.java | 5276 +++++++++-------- .../IntegratedFastPFOR.java | 9 +- 4 files changed, 5174 insertions(+), 5155 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/BitPacking.java b/src/main/java/me/lemire/integercompression/BitPacking.java index 490d971..e36291b 100644 --- a/src/main/java/me/lemire/integercompression/BitPacking.java +++ b/src/main/java/me/lemire/integercompression/BitPacking.java @@ -12,1305 +12,1453 @@ /** * Bitpacking routines * + * For details, please see + *

+ * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second + * through vectorization Software: Practice & Experience + * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract + * http://arxiv.org/abs/1209.2137 + *

+ * * @author Daniel Lemire * */ public final class BitPacking { - protected static void fastpackwithoutmask1(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 1) - | ((in[2 + inpos]) << 2) | ((in[3 + inpos]) << 3) - | ((in[4 + inpos]) << 4) | ((in[5 + inpos]) << 5) - | ((in[6 + inpos]) << 6) | ((in[7 + inpos]) << 7) - | ((in[8 + inpos]) << 8) | ((in[9 + inpos]) << 9) - | ((in[10 + inpos]) << 10) | ((in[11 + inpos]) << 11) - | ((in[12 + inpos]) << 12) | ((in[13 + inpos]) << 13) - | ((in[14 + inpos]) << 14) | ((in[15 + inpos]) << 15) - | ((in[16 + inpos]) << 16) | ((in[17 + inpos]) << 17) - | ((in[18 + inpos]) << 18) | ((in[19 + inpos]) << 19) - | ((in[20 + inpos]) << 20) | ((in[21 + inpos]) << 21) - | ((in[22 + inpos]) << 22) | ((in[23 + inpos]) << 23) - | ((in[24 + inpos]) << 24) | ((in[25 + inpos]) << 25) - | ((in[26 + inpos]) << 26) | ((in[27 + inpos]) << 27) - | ((in[28 + inpos]) << 28) | ((in[29 + inpos]) << 29) - | ((in[30 + inpos]) << 30) | ((in[31 + inpos]) << 31); - } - - protected static void fastpackwithoutmask2(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 2) - | ((in[2 + inpos]) << 4) | ((in[3 + inpos]) << 6) - | ((in[4 + inpos]) << 8) | ((in[5 + inpos]) << 10) - | ((in[6 + inpos]) << 12) | ((in[7 + inpos]) << 14) - | ((in[8 + inpos]) << 16) | ((in[9 + inpos]) << 18) - | ((in[10 + inpos]) << 20) | ((in[11 + inpos]) << 22) - | ((in[12 + inpos]) << 24) | ((in[13 + inpos]) << 26) - | ((in[14 + inpos]) << 28) | ((in[15 + inpos]) << 30); - out[1 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 2) - | ((in[18 + inpos]) << 4) | ((in[19 + inpos]) << 6) - | ((in[20 + inpos]) << 8) | ((in[21 + inpos]) << 10) - | ((in[22 + inpos]) << 12) | ((in[23 + inpos]) << 14) - | ((in[24 + inpos]) << 16) | ((in[25 + inpos]) << 18) - | ((in[26 + inpos]) << 20) | ((in[27 + inpos]) << 22) - | ((in[28 + inpos]) << 24) | ((in[29 + inpos]) << 26) - | ((in[30 + inpos]) << 28) | ((in[31 + inpos]) << 30); + /** + * Pack 32 integers + * + * @param in + * source array + * @param inpos + * position in source array + * @param out + * output array + * @param outpos + * position in output array + * @param bit + * number of bits to use per integer + */ + public static void fastpack(final int[] in, final int inpos, + final int[] out, final int outpos, final int bit) { + switch (bit) { + case 0: + fastpack0(in, inpos, out, outpos); + break; + case 1: + fastpack1(in, inpos, out, outpos); + break; + case 2: + fastpack2(in, inpos, out, outpos); + break; + case 3: + fastpack3(in, inpos, out, outpos); + break; + case 4: + fastpack4(in, inpos, out, outpos); + break; + case 5: + fastpack5(in, inpos, out, outpos); + break; + case 6: + fastpack6(in, inpos, out, outpos); + break; + case 7: + fastpack7(in, inpos, out, outpos); + break; + case 8: + fastpack8(in, inpos, out, outpos); + break; + case 9: + fastpack9(in, inpos, out, outpos); + break; + case 10: + fastpack10(in, inpos, out, outpos); + break; + case 11: + fastpack11(in, inpos, out, outpos); + break; + case 12: + fastpack12(in, inpos, out, outpos); + break; + case 13: + fastpack13(in, inpos, out, outpos); + break; + case 14: + fastpack14(in, inpos, out, outpos); + break; + case 15: + fastpack15(in, inpos, out, outpos); + break; + case 16: + fastpack16(in, inpos, out, outpos); + break; + case 17: + fastpack17(in, inpos, out, outpos); + break; + case 18: + fastpack18(in, inpos, out, outpos); + break; + case 19: + fastpack19(in, inpos, out, outpos); + break; + case 20: + fastpack20(in, inpos, out, outpos); + break; + case 21: + fastpack21(in, inpos, out, outpos); + break; + case 22: + fastpack22(in, inpos, out, outpos); + break; + case 23: + fastpack23(in, inpos, out, outpos); + break; + case 24: + fastpack24(in, inpos, out, outpos); + break; + case 25: + fastpack25(in, inpos, out, outpos); + break; + case 26: + fastpack26(in, inpos, out, outpos); + break; + case 27: + fastpack27(in, inpos, out, outpos); + break; + case 28: + fastpack28(in, inpos, out, outpos); + break; + case 29: + fastpack29(in, inpos, out, outpos); + break; + case 30: + fastpack30(in, inpos, out, outpos); + break; + case 31: + fastpack31(in, inpos, out, outpos); + break; + case 32: + fastpack32(in, inpos, out, outpos); + break; + default: + throw new IllegalArgumentException( + "Unsupported bit width."); + /** + * @param in + * @param inpos + * @param out + * @param outpos + * @param bit + */ + } } - protected static void fastpackwithoutmask3(final int[] in, int inpos, + protected static void fastpack0(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 3) - | ((in[2 + inpos]) << 6) | ((in[3 + inpos]) << 9) - | ((in[4 + inpos]) << 12) | ((in[5 + inpos]) << 15) - | ((in[6 + inpos]) << 18) | ((in[7 + inpos]) << 21) - | ((in[8 + inpos]) << 24) | ((in[9 + inpos]) << 27) - | ((in[10 + inpos]) << 30); - out[1 + outpos] = ((in[10 + inpos]) >>> (3 - 1)) - | ((in[11 + inpos]) << 1) | ((in[12 + inpos]) << 4) - | ((in[13 + inpos]) << 7) | ((in[14 + inpos]) << 10) - | ((in[15 + inpos]) << 13) | ((in[16 + inpos]) << 16) - | ((in[17 + inpos]) << 19) | ((in[18 + inpos]) << 22) - | ((in[19 + inpos]) << 25) | ((in[20 + inpos]) << 28) - | ((in[21 + inpos]) << 31); - out[2 + outpos] = ((in[21 + inpos]) >>> (3 - 2)) - | ((in[22 + inpos]) << 2) | ((in[23 + inpos]) << 5) - | ((in[24 + inpos]) << 8) | ((in[25 + inpos]) << 11) - | ((in[26 + inpos]) << 14) | ((in[27 + inpos]) << 17) - | ((in[28 + inpos]) << 20) | ((in[29 + inpos]) << 23) - | ((in[30 + inpos]) << 26) | ((in[31 + inpos]) << 29); + // nothing } - protected static void fastpackwithoutmask4(final int[] in, int inpos, + protected static void fastpack1(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 4) - | ((in[2 + inpos]) << 8) | ((in[3 + inpos]) << 12) - | ((in[4 + inpos]) << 16) | ((in[5 + inpos]) << 20) - | ((in[6 + inpos]) << 24) | ((in[7 + inpos]) << 28); - out[1 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 4) - | ((in[10 + inpos]) << 8) | ((in[11 + inpos]) << 12) - | ((in[12 + inpos]) << 16) | ((in[13 + inpos]) << 20) - | ((in[14 + inpos]) << 24) | ((in[15 + inpos]) << 28); - out[2 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 4) - | ((in[18 + inpos]) << 8) | ((in[19 + inpos]) << 12) - | ((in[20 + inpos]) << 16) | ((in[21 + inpos]) << 20) - | ((in[22 + inpos]) << 24) | ((in[23 + inpos]) << 28); - out[3 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 4) - | ((in[26 + inpos]) << 8) | ((in[27 + inpos]) << 12) - | ((in[28 + inpos]) << 16) | ((in[29 + inpos]) << 20) - | ((in[30 + inpos]) << 24) | ((in[31 + inpos]) << 28); + out[0 + outpos] = (in[0 + inpos] & 1) + | ((in[1 + inpos] & 1) << 1) + | ((in[2 + inpos] & 1) << 2) + | ((in[3 + inpos] & 1) << 3) + | ((in[4 + inpos] & 1) << 4) + | ((in[5 + inpos] & 1) << 5) + | ((in[6 + inpos] & 1) << 6) + | ((in[7 + inpos] & 1) << 7) + | ((in[8 + inpos] & 1) << 8) + | ((in[9 + inpos] & 1) << 9) + | ((in[10 + inpos] & 1) << 10) + | ((in[11 + inpos] & 1) << 11) + | ((in[12 + inpos] & 1) << 12) + | ((in[13 + inpos] & 1) << 13) + | ((in[14 + inpos] & 1) << 14) + | ((in[15 + inpos] & 1) << 15) + | ((in[16 + inpos] & 1) << 16) + | ((in[17 + inpos] & 1) << 17) + | ((in[18 + inpos] & 1) << 18) + | ((in[19 + inpos] & 1) << 19) + | ((in[20 + inpos] & 1) << 20) + | ((in[21 + inpos] & 1) << 21) + | ((in[22 + inpos] & 1) << 22) + | ((in[23 + inpos] & 1) << 23) + | ((in[24 + inpos] & 1) << 24) + | ((in[25 + inpos] & 1) << 25) + | ((in[26 + inpos] & 1) << 26) + | ((in[27 + inpos] & 1) << 27) + | ((in[28 + inpos] & 1) << 28) + | ((in[29 + inpos] & 1) << 29) + | ((in[30 + inpos] & 1) << 30) + | ((in[31 + inpos]) << 31); } - protected static void fastpackwithoutmask5(final int[] in, int inpos, + protected static void fastpack10(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 5) - | ((in[2 + inpos]) << 10) | ((in[3 + inpos]) << 15) - | ((in[4 + inpos]) << 20) | ((in[5 + inpos]) << 25) - | ((in[6 + inpos]) << 30); - out[1 + outpos] = ((in[6 + inpos]) >>> (5 - 3)) - | ((in[7 + inpos]) << 3) | ((in[8 + inpos]) << 8) - | ((in[9 + inpos]) << 13) | ((in[10 + inpos]) << 18) - | ((in[11 + inpos]) << 23) | ((in[12 + inpos]) << 28); - out[2 + outpos] = ((in[12 + inpos]) >>> (5 - 1)) - | ((in[13 + inpos]) << 1) | ((in[14 + inpos]) << 6) - | ((in[15 + inpos]) << 11) | ((in[16 + inpos]) << 16) - | ((in[17 + inpos]) << 21) | ((in[18 + inpos]) << 26) - | ((in[19 + inpos]) << 31); - out[3 + outpos] = ((in[19 + inpos]) >>> (5 - 4)) - | ((in[20 + inpos]) << 4) | ((in[21 + inpos]) << 9) - | ((in[22 + inpos]) << 14) | ((in[23 + inpos]) << 19) - | ((in[24 + inpos]) << 24) | ((in[25 + inpos]) << 29); - out[4 + outpos] = ((in[25 + inpos]) >>> (5 - 2)) - | ((in[26 + inpos]) << 2) | ((in[27 + inpos]) << 7) - | ((in[28 + inpos]) << 12) | ((in[29 + inpos]) << 17) - | ((in[30 + inpos]) << 22) | ((in[31 + inpos]) << 27); - } - - protected static void fastpackwithoutmask6(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 6) - | ((in[2 + inpos]) << 12) | ((in[3 + inpos]) << 18) - | ((in[4 + inpos]) << 24) | ((in[5 + inpos]) << 30); - out[1 + outpos] = ((in[5 + inpos]) >>> (6 - 4)) - | ((in[6 + inpos]) << 4) | ((in[7 + inpos]) << 10) - | ((in[8 + inpos]) << 16) | ((in[9 + inpos]) << 22) - | ((in[10 + inpos]) << 28); - out[2 + outpos] = ((in[10 + inpos]) >>> (6 - 2)) - | ((in[11 + inpos]) << 2) | ((in[12 + inpos]) << 8) - | ((in[13 + inpos]) << 14) | ((in[14 + inpos]) << 20) - | ((in[15 + inpos]) << 26); - out[3 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 6) - | ((in[18 + inpos]) << 12) | ((in[19 + inpos]) << 18) - | ((in[20 + inpos]) << 24) | ((in[21 + inpos]) << 30); - out[4 + outpos] = ((in[21 + inpos]) >>> (6 - 4)) - | ((in[22 + inpos]) << 4) | ((in[23 + inpos]) << 10) - | ((in[24 + inpos]) << 16) | ((in[25 + inpos]) << 22) - | ((in[26 + inpos]) << 28); - out[5 + outpos] = ((in[26 + inpos]) >>> (6 - 2)) - | ((in[27 + inpos]) << 2) | ((in[28 + inpos]) << 8) - | ((in[29 + inpos]) << 14) | ((in[30 + inpos]) << 20) - | ((in[31 + inpos]) << 26); - } - - protected static void fastpackwithoutmask7(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 7) - | ((in[2 + inpos]) << 14) | ((in[3 + inpos]) << 21) - | ((in[4 + inpos]) << 28); - out[1 + outpos] = ((in[4 + inpos]) >>> (7 - 3)) - | ((in[5 + inpos]) << 3) | ((in[6 + inpos]) << 10) - | ((in[7 + inpos]) << 17) | ((in[8 + inpos]) << 24) - | ((in[9 + inpos]) << 31); - out[2 + outpos] = ((in[9 + inpos]) >>> (7 - 6)) - | ((in[10 + inpos]) << 6) | ((in[11 + inpos]) << 13) - | ((in[12 + inpos]) << 20) | ((in[13 + inpos]) << 27); - out[3 + outpos] = ((in[13 + inpos]) >>> (7 - 2)) - | ((in[14 + inpos]) << 2) | ((in[15 + inpos]) << 9) - | ((in[16 + inpos]) << 16) | ((in[17 + inpos]) << 23) - | ((in[18 + inpos]) << 30); - out[4 + outpos] = ((in[18 + inpos]) >>> (7 - 5)) - | ((in[19 + inpos]) << 5) | ((in[20 + inpos]) << 12) - | ((in[21 + inpos]) << 19) | ((in[22 + inpos]) << 26); - out[5 + outpos] = ((in[22 + inpos]) >>> (7 - 1)) - | ((in[23 + inpos]) << 1) | ((in[24 + inpos]) << 8) - | ((in[25 + inpos]) << 15) | ((in[26 + inpos]) << 22) - | ((in[27 + inpos]) << 29); - out[6 + outpos] = ((in[27 + inpos]) >>> (7 - 4)) - | ((in[28 + inpos]) << 4) | ((in[29 + inpos]) << 11) - | ((in[30 + inpos]) << 18) | ((in[31 + inpos]) << 25); - } - - protected static void fastpackwithoutmask8(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 8) - | ((in[2 + inpos]) << 16) | ((in[3 + inpos]) << 24); - out[1 + outpos] = in[4 + inpos] | ((in[5 + inpos]) << 8) - | ((in[6 + inpos]) << 16) | ((in[7 + inpos]) << 24); - out[2 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 8) - | ((in[10 + inpos]) << 16) | ((in[11 + inpos]) << 24); - out[3 + outpos] = in[12 + inpos] | ((in[13 + inpos]) << 8) - | ((in[14 + inpos]) << 16) | ((in[15 + inpos]) << 24); - out[4 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 8) - | ((in[18 + inpos]) << 16) | ((in[19 + inpos]) << 24); - out[5 + outpos] = in[20 + inpos] | ((in[21 + inpos]) << 8) - | ((in[22 + inpos]) << 16) | ((in[23 + inpos]) << 24); - out[6 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 8) - | ((in[26 + inpos]) << 16) | ((in[27 + inpos]) << 24); - out[7 + outpos] = in[28 + inpos] | ((in[29 + inpos]) << 8) - | ((in[30 + inpos]) << 16) | ((in[31 + inpos]) << 24); - } - - protected static void fastpackwithoutmask9(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 9) - | ((in[2 + inpos]) << 18) | ((in[3 + inpos]) << 27); - out[1 + outpos] = ((in[3 + inpos]) >>> (9 - 4)) - | ((in[4 + inpos]) << 4) | ((in[5 + inpos]) << 13) - | ((in[6 + inpos]) << 22) | ((in[7 + inpos]) << 31); - out[2 + outpos] = ((in[7 + inpos]) >>> (9 - 8)) - | ((in[8 + inpos]) << 8) | ((in[9 + inpos]) << 17) - | ((in[10 + inpos]) << 26); - out[3 + outpos] = ((in[10 + inpos]) >>> (9 - 3)) - | ((in[11 + inpos]) << 3) | ((in[12 + inpos]) << 12) - | ((in[13 + inpos]) << 21) | ((in[14 + inpos]) << 30); - out[4 + outpos] = ((in[14 + inpos]) >>> (9 - 7)) - | ((in[15 + inpos]) << 7) | ((in[16 + inpos]) << 16) - | ((in[17 + inpos]) << 25); - out[5 + outpos] = ((in[17 + inpos]) >>> (9 - 2)) - | ((in[18 + inpos]) << 2) | ((in[19 + inpos]) << 11) - | ((in[20 + inpos]) << 20) | ((in[21 + inpos]) << 29); - out[6 + outpos] = ((in[21 + inpos]) >>> (9 - 6)) - | ((in[22 + inpos]) << 6) | ((in[23 + inpos]) << 15) - | ((in[24 + inpos]) << 24); - out[7 + outpos] = ((in[24 + inpos]) >>> (9 - 1)) - | ((in[25 + inpos]) << 1) | ((in[26 + inpos]) << 10) - | ((in[27 + inpos]) << 19) | ((in[28 + inpos]) << 28); - out[8 + outpos] = ((in[28 + inpos]) >>> (9 - 5)) - | ((in[29 + inpos]) << 5) | ((in[30 + inpos]) << 14) - | ((in[31 + inpos]) << 23); - } - - protected static void fastpackwithoutmask10(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 10) - | ((in[2 + inpos]) << 20) | ((in[3 + inpos]) << 30); - out[1 + outpos] = ((in[3 + inpos]) >>> (10 - 8)) - | ((in[4 + inpos]) << 8) | ((in[5 + inpos]) << 18) + out[0 + outpos] = (in[0 + inpos] & 1023) + | ((in[1 + inpos] & 1023) << 10) + | ((in[2 + inpos] & 1023) << 20) + | ((in[3 + inpos]) << 30); + out[1 + outpos] = ((in[3 + inpos] & 1023) >>> (10 - 8)) + | ((in[4 + inpos] & 1023) << 8) + | ((in[5 + inpos] & 1023) << 18) | ((in[6 + inpos]) << 28); - out[2 + outpos] = ((in[6 + inpos]) >>> (10 - 6)) - | ((in[7 + inpos]) << 6) | ((in[8 + inpos]) << 16) + out[2 + outpos] = ((in[6 + inpos] & 1023) >>> (10 - 6)) + | ((in[7 + inpos] & 1023) << 6) + | ((in[8 + inpos] & 1023) << 16) | ((in[9 + inpos]) << 26); - out[3 + outpos] = ((in[9 + inpos]) >>> (10 - 4)) - | ((in[10 + inpos]) << 4) | ((in[11 + inpos]) << 14) + out[3 + outpos] = ((in[9 + inpos] & 1023) >>> (10 - 4)) + | ((in[10 + inpos] & 1023) << 4) + | ((in[11 + inpos] & 1023) << 14) | ((in[12 + inpos]) << 24); - out[4 + outpos] = ((in[12 + inpos]) >>> (10 - 2)) - | ((in[13 + inpos]) << 2) | ((in[14 + inpos]) << 12) + out[4 + outpos] = ((in[12 + inpos] & 1023) >>> (10 - 2)) + | ((in[13 + inpos] & 1023) << 2) + | ((in[14 + inpos] & 1023) << 12) | ((in[15 + inpos]) << 22); - out[5 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 10) - | ((in[18 + inpos]) << 20) | ((in[19 + inpos]) << 30); - out[6 + outpos] = ((in[19 + inpos]) >>> (10 - 8)) - | ((in[20 + inpos]) << 8) | ((in[21 + inpos]) << 18) + out[5 + outpos] = (in[16 + inpos] & 1023) + | ((in[17 + inpos] & 1023) << 10) + | ((in[18 + inpos] & 1023) << 20) + | ((in[19 + inpos]) << 30); + out[6 + outpos] = ((in[19 + inpos] & 1023) >>> (10 - 8)) + | ((in[20 + inpos] & 1023) << 8) + | ((in[21 + inpos] & 1023) << 18) | ((in[22 + inpos]) << 28); - out[7 + outpos] = ((in[22 + inpos]) >>> (10 - 6)) - | ((in[23 + inpos]) << 6) | ((in[24 + inpos]) << 16) + out[7 + outpos] = ((in[22 + inpos] & 1023) >>> (10 - 6)) + | ((in[23 + inpos] & 1023) << 6) + | ((in[24 + inpos] & 1023) << 16) | ((in[25 + inpos]) << 26); - out[8 + outpos] = ((in[25 + inpos]) >>> (10 - 4)) - | ((in[26 + inpos]) << 4) | ((in[27 + inpos]) << 14) + out[8 + outpos] = ((in[25 + inpos] & 1023) >>> (10 - 4)) + | ((in[26 + inpos] & 1023) << 4) + | ((in[27 + inpos] & 1023) << 14) | ((in[28 + inpos]) << 24); - out[9 + outpos] = ((in[28 + inpos]) >>> (10 - 2)) - | ((in[29 + inpos]) << 2) | ((in[30 + inpos]) << 12) + out[9 + outpos] = ((in[28 + inpos] & 1023) >>> (10 - 2)) + | ((in[29 + inpos] & 1023) << 2) + | ((in[30 + inpos] & 1023) << 12) | ((in[31 + inpos]) << 22); } - protected static void fastpackwithoutmask11(final int[] in, int inpos, + protected static void fastpack11(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 11) + out[0 + outpos] = (in[0 + inpos] & 2047) + | ((in[1 + inpos] & 2047) << 11) | ((in[2 + inpos]) << 22); - out[1 + outpos] = ((in[2 + inpos]) >>> (11 - 1)) - | ((in[3 + inpos]) << 1) | ((in[4 + inpos]) << 12) + out[1 + outpos] = ((in[2 + inpos] & 2047) >>> (11 - 1)) + | ((in[3 + inpos] & 2047) << 1) + | ((in[4 + inpos] & 2047) << 12) | ((in[5 + inpos]) << 23); - out[2 + outpos] = ((in[5 + inpos]) >>> (11 - 2)) - | ((in[6 + inpos]) << 2) | ((in[7 + inpos]) << 13) + out[2 + outpos] = ((in[5 + inpos] & 2047) >>> (11 - 2)) + | ((in[6 + inpos] & 2047) << 2) + | ((in[7 + inpos] & 2047) << 13) | ((in[8 + inpos]) << 24); - out[3 + outpos] = ((in[8 + inpos]) >>> (11 - 3)) - | ((in[9 + inpos]) << 3) | ((in[10 + inpos]) << 14) + out[3 + outpos] = ((in[8 + inpos] & 2047) >>> (11 - 3)) + | ((in[9 + inpos] & 2047) << 3) + | ((in[10 + inpos] & 2047) << 14) | ((in[11 + inpos]) << 25); - out[4 + outpos] = ((in[11 + inpos]) >>> (11 - 4)) - | ((in[12 + inpos]) << 4) | ((in[13 + inpos]) << 15) + out[4 + outpos] = ((in[11 + inpos] & 2047) >>> (11 - 4)) + | ((in[12 + inpos] & 2047) << 4) + | ((in[13 + inpos] & 2047) << 15) | ((in[14 + inpos]) << 26); - out[5 + outpos] = ((in[14 + inpos]) >>> (11 - 5)) - | ((in[15 + inpos]) << 5) | ((in[16 + inpos]) << 16) + out[5 + outpos] = ((in[14 + inpos] & 2047) >>> (11 - 5)) + | ((in[15 + inpos] & 2047) << 5) + | ((in[16 + inpos] & 2047) << 16) | ((in[17 + inpos]) << 27); - out[6 + outpos] = ((in[17 + inpos]) >>> (11 - 6)) - | ((in[18 + inpos]) << 6) | ((in[19 + inpos]) << 17) + out[6 + outpos] = ((in[17 + inpos] & 2047) >>> (11 - 6)) + | ((in[18 + inpos] & 2047) << 6) + | ((in[19 + inpos] & 2047) << 17) | ((in[20 + inpos]) << 28); - out[7 + outpos] = ((in[20 + inpos]) >>> (11 - 7)) - | ((in[21 + inpos]) << 7) | ((in[22 + inpos]) << 18) + out[7 + outpos] = ((in[20 + inpos] & 2047) >>> (11 - 7)) + | ((in[21 + inpos] & 2047) << 7) + | ((in[22 + inpos] & 2047) << 18) | ((in[23 + inpos]) << 29); - out[8 + outpos] = ((in[23 + inpos]) >>> (11 - 8)) - | ((in[24 + inpos]) << 8) | ((in[25 + inpos]) << 19) + out[8 + outpos] = ((in[23 + inpos] & 2047) >>> (11 - 8)) + | ((in[24 + inpos] & 2047) << 8) + | ((in[25 + inpos] & 2047) << 19) | ((in[26 + inpos]) << 30); - out[9 + outpos] = ((in[26 + inpos]) >>> (11 - 9)) - | ((in[27 + inpos]) << 9) | ((in[28 + inpos]) << 20) + out[9 + outpos] = ((in[26 + inpos] & 2047) >>> (11 - 9)) + | ((in[27 + inpos] & 2047) << 9) + | ((in[28 + inpos] & 2047) << 20) | ((in[29 + inpos]) << 31); - out[10 + outpos] = ((in[29 + inpos]) >>> (11 - 10)) - | ((in[30 + inpos]) << 10) | ((in[31 + inpos]) << 21); + out[10 + outpos] = ((in[29 + inpos] & 2047) >>> (11 - 10)) + | ((in[30 + inpos] & 2047) << 10) + | ((in[31 + inpos]) << 21); } - protected static void fastpackwithoutmask12(final int[] in, int inpos, + protected static void fastpack12(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 12) + out[0 + outpos] = (in[0 + inpos] & 4095) + | ((in[1 + inpos] & 4095) << 12) | ((in[2 + inpos]) << 24); - out[1 + outpos] = ((in[2 + inpos]) >>> (12 - 4)) - | ((in[3 + inpos]) << 4) | ((in[4 + inpos]) << 16) + out[1 + outpos] = ((in[2 + inpos] & 4095) >>> (12 - 4)) + | ((in[3 + inpos] & 4095) << 4) + | ((in[4 + inpos] & 4095) << 16) | ((in[5 + inpos]) << 28); - out[2 + outpos] = ((in[5 + inpos]) >>> (12 - 8)) - | ((in[6 + inpos]) << 8) | ((in[7 + inpos]) << 20); - out[3 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 12) + out[2 + outpos] = ((in[5 + inpos] & 4095) >>> (12 - 8)) + | ((in[6 + inpos] & 4095) << 8) + | ((in[7 + inpos]) << 20); + out[3 + outpos] = (in[8 + inpos] & 4095) + | ((in[9 + inpos] & 4095) << 12) | ((in[10 + inpos]) << 24); - out[4 + outpos] = ((in[10 + inpos]) >>> (12 - 4)) - | ((in[11 + inpos]) << 4) | ((in[12 + inpos]) << 16) + out[4 + outpos] = ((in[10 + inpos] & 4095) >>> (12 - 4)) + | ((in[11 + inpos] & 4095) << 4) + | ((in[12 + inpos] & 4095) << 16) | ((in[13 + inpos]) << 28); - out[5 + outpos] = ((in[13 + inpos]) >>> (12 - 8)) - | ((in[14 + inpos]) << 8) | ((in[15 + inpos]) << 20); - out[6 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 12) + out[5 + outpos] = ((in[13 + inpos] & 4095) >>> (12 - 8)) + | ((in[14 + inpos] & 4095) << 8) + | ((in[15 + inpos]) << 20); + out[6 + outpos] = (in[16 + inpos] & 4095) + | ((in[17 + inpos] & 4095) << 12) | ((in[18 + inpos]) << 24); - out[7 + outpos] = ((in[18 + inpos]) >>> (12 - 4)) - | ((in[19 + inpos]) << 4) | ((in[20 + inpos]) << 16) + out[7 + outpos] = ((in[18 + inpos] & 4095) >>> (12 - 4)) + | ((in[19 + inpos] & 4095) << 4) + | ((in[20 + inpos] & 4095) << 16) | ((in[21 + inpos]) << 28); - out[8 + outpos] = ((in[21 + inpos]) >>> (12 - 8)) - | ((in[22 + inpos]) << 8) | ((in[23 + inpos]) << 20); - out[9 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 12) + out[8 + outpos] = ((in[21 + inpos] & 4095) >>> (12 - 8)) + | ((in[22 + inpos] & 4095) << 8) + | ((in[23 + inpos]) << 20); + out[9 + outpos] = (in[24 + inpos] & 4095) + | ((in[25 + inpos] & 4095) << 12) | ((in[26 + inpos]) << 24); - out[10 + outpos] = ((in[26 + inpos]) >>> (12 - 4)) - | ((in[27 + inpos]) << 4) | ((in[28 + inpos]) << 16) + out[10 + outpos] = ((in[26 + inpos] & 4095) >>> (12 - 4)) + | ((in[27 + inpos] & 4095) << 4) + | ((in[28 + inpos] & 4095) << 16) | ((in[29 + inpos]) << 28); - out[11 + outpos] = ((in[29 + inpos]) >>> (12 - 8)) - | ((in[30 + inpos]) << 8) | ((in[31 + inpos]) << 20); + out[11 + outpos] = ((in[29 + inpos] & 4095) >>> (12 - 8)) + | ((in[30 + inpos] & 4095) << 8) + | ((in[31 + inpos]) << 20); } - protected static void fastpackwithoutmask13(final int[] in, int inpos, + protected static void fastpack13(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 13) + out[0 + outpos] = (in[0 + inpos] & 8191) + | ((in[1 + inpos] & 8191) << 13) | ((in[2 + inpos]) << 26); - out[1 + outpos] = ((in[2 + inpos]) >>> (13 - 7)) - | ((in[3 + inpos]) << 7) | ((in[4 + inpos]) << 20); - out[2 + outpos] = ((in[4 + inpos]) >>> (13 - 1)) - | ((in[5 + inpos]) << 1) | ((in[6 + inpos]) << 14) + out[1 + outpos] = ((in[2 + inpos] & 8191) >>> (13 - 7)) + | ((in[3 + inpos] & 8191) << 7) + | ((in[4 + inpos]) << 20); + out[2 + outpos] = ((in[4 + inpos] & 8191) >>> (13 - 1)) + | ((in[5 + inpos] & 8191) << 1) + | ((in[6 + inpos] & 8191) << 14) | ((in[7 + inpos]) << 27); - out[3 + outpos] = ((in[7 + inpos]) >>> (13 - 8)) - | ((in[8 + inpos]) << 8) | ((in[9 + inpos]) << 21); - out[4 + outpos] = ((in[9 + inpos]) >>> (13 - 2)) - | ((in[10 + inpos]) << 2) | ((in[11 + inpos]) << 15) + out[3 + outpos] = ((in[7 + inpos] & 8191) >>> (13 - 8)) + | ((in[8 + inpos] & 8191) << 8) + | ((in[9 + inpos]) << 21); + out[4 + outpos] = ((in[9 + inpos] & 8191) >>> (13 - 2)) + | ((in[10 + inpos] & 8191) << 2) + | ((in[11 + inpos] & 8191) << 15) | ((in[12 + inpos]) << 28); - out[5 + outpos] = ((in[12 + inpos]) >>> (13 - 9)) - | ((in[13 + inpos]) << 9) | ((in[14 + inpos]) << 22); - out[6 + outpos] = ((in[14 + inpos]) >>> (13 - 3)) - | ((in[15 + inpos]) << 3) | ((in[16 + inpos]) << 16) + out[5 + outpos] = ((in[12 + inpos] & 8191) >>> (13 - 9)) + | ((in[13 + inpos] & 8191) << 9) + | ((in[14 + inpos]) << 22); + out[6 + outpos] = ((in[14 + inpos] & 8191) >>> (13 - 3)) + | ((in[15 + inpos] & 8191) << 3) + | ((in[16 + inpos] & 8191) << 16) | ((in[17 + inpos]) << 29); - out[7 + outpos] = ((in[17 + inpos]) >>> (13 - 10)) - | ((in[18 + inpos]) << 10) | ((in[19 + inpos]) << 23); - out[8 + outpos] = ((in[19 + inpos]) >>> (13 - 4)) - | ((in[20 + inpos]) << 4) | ((in[21 + inpos]) << 17) + out[7 + outpos] = ((in[17 + inpos] & 8191) >>> (13 - 10)) + | ((in[18 + inpos] & 8191) << 10) + | ((in[19 + inpos]) << 23); + out[8 + outpos] = ((in[19 + inpos] & 8191) >>> (13 - 4)) + | ((in[20 + inpos] & 8191) << 4) + | ((in[21 + inpos] & 8191) << 17) | ((in[22 + inpos]) << 30); - out[9 + outpos] = ((in[22 + inpos]) >>> (13 - 11)) - | ((in[23 + inpos]) << 11) | ((in[24 + inpos]) << 24); - out[10 + outpos] = ((in[24 + inpos]) >>> (13 - 5)) - | ((in[25 + inpos]) << 5) | ((in[26 + inpos]) << 18) + out[9 + outpos] = ((in[22 + inpos] & 8191) >>> (13 - 11)) + | ((in[23 + inpos] & 8191) << 11) + | ((in[24 + inpos]) << 24); + out[10 + outpos] = ((in[24 + inpos] & 8191) >>> (13 - 5)) + | ((in[25 + inpos] & 8191) << 5) + | ((in[26 + inpos] & 8191) << 18) | ((in[27 + inpos]) << 31); - out[11 + outpos] = ((in[27 + inpos]) >>> (13 - 12)) - | ((in[28 + inpos]) << 12) | ((in[29 + inpos]) << 25); - out[12 + outpos] = ((in[29 + inpos]) >>> (13 - 6)) - | ((in[30 + inpos]) << 6) | ((in[31 + inpos]) << 19); + out[11 + outpos] = ((in[27 + inpos] & 8191) >>> (13 - 12)) + | ((in[28 + inpos] & 8191) << 12) + | ((in[29 + inpos]) << 25); + out[12 + outpos] = ((in[29 + inpos] & 8191) >>> (13 - 6)) + | ((in[30 + inpos] & 8191) << 6) + | ((in[31 + inpos]) << 19); } - protected static void fastpackwithoutmask14(final int[] in, int inpos, + protected static void fastpack14(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 14) + out[0 + outpos] = (in[0 + inpos] & 16383) + | ((in[1 + inpos] & 16383) << 14) | ((in[2 + inpos]) << 28); - out[1 + outpos] = ((in[2 + inpos]) >>> (14 - 10)) - | ((in[3 + inpos]) << 10) | ((in[4 + inpos]) << 24); - out[2 + outpos] = ((in[4 + inpos]) >>> (14 - 6)) - | ((in[5 + inpos]) << 6) | ((in[6 + inpos]) << 20); - out[3 + outpos] = ((in[6 + inpos]) >>> (14 - 2)) - | ((in[7 + inpos]) << 2) | ((in[8 + inpos]) << 16) + out[1 + outpos] = ((in[2 + inpos] & 16383) >>> (14 - 10)) + | ((in[3 + inpos] & 16383) << 10) + | ((in[4 + inpos]) << 24); + out[2 + outpos] = ((in[4 + inpos] & 16383) >>> (14 - 6)) + | ((in[5 + inpos] & 16383) << 6) + | ((in[6 + inpos]) << 20); + out[3 + outpos] = ((in[6 + inpos] & 16383) >>> (14 - 2)) + | ((in[7 + inpos] & 16383) << 2) + | ((in[8 + inpos] & 16383) << 16) | ((in[9 + inpos]) << 30); - out[4 + outpos] = ((in[9 + inpos]) >>> (14 - 12)) - | ((in[10 + inpos]) << 12) | ((in[11 + inpos]) << 26); - out[5 + outpos] = ((in[11 + inpos]) >>> (14 - 8)) - | ((in[12 + inpos]) << 8) | ((in[13 + inpos]) << 22); - out[6 + outpos] = ((in[13 + inpos]) >>> (14 - 4)) - | ((in[14 + inpos]) << 4) | ((in[15 + inpos]) << 18); - out[7 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 14) + out[4 + outpos] = ((in[9 + inpos] & 16383) >>> (14 - 12)) + | ((in[10 + inpos] & 16383) << 12) + | ((in[11 + inpos]) << 26); + out[5 + outpos] = ((in[11 + inpos] & 16383) >>> (14 - 8)) + | ((in[12 + inpos] & 16383) << 8) + | ((in[13 + inpos]) << 22); + out[6 + outpos] = ((in[13 + inpos] & 16383) >>> (14 - 4)) + | ((in[14 + inpos] & 16383) << 4) + | ((in[15 + inpos]) << 18); + out[7 + outpos] = (in[16 + inpos] & 16383) + | ((in[17 + inpos] & 16383) << 14) | ((in[18 + inpos]) << 28); - out[8 + outpos] = ((in[18 + inpos]) >>> (14 - 10)) - | ((in[19 + inpos]) << 10) | ((in[20 + inpos]) << 24); - out[9 + outpos] = ((in[20 + inpos]) >>> (14 - 6)) - | ((in[21 + inpos]) << 6) | ((in[22 + inpos]) << 20); - out[10 + outpos] = ((in[22 + inpos]) >>> (14 - 2)) - | ((in[23 + inpos]) << 2) | ((in[24 + inpos]) << 16) + out[8 + outpos] = ((in[18 + inpos] & 16383) >>> (14 - 10)) + | ((in[19 + inpos] & 16383) << 10) + | ((in[20 + inpos]) << 24); + out[9 + outpos] = ((in[20 + inpos] & 16383) >>> (14 - 6)) + | ((in[21 + inpos] & 16383) << 6) + | ((in[22 + inpos]) << 20); + out[10 + outpos] = ((in[22 + inpos] & 16383) >>> (14 - 2)) + | ((in[23 + inpos] & 16383) << 2) + | ((in[24 + inpos] & 16383) << 16) | ((in[25 + inpos]) << 30); - out[11 + outpos] = ((in[25 + inpos]) >>> (14 - 12)) - | ((in[26 + inpos]) << 12) | ((in[27 + inpos]) << 26); - out[12 + outpos] = ((in[27 + inpos]) >>> (14 - 8)) - | ((in[28 + inpos]) << 8) | ((in[29 + inpos]) << 22); - out[13 + outpos] = ((in[29 + inpos]) >>> (14 - 4)) - | ((in[30 + inpos]) << 4) | ((in[31 + inpos]) << 18); + out[11 + outpos] = ((in[25 + inpos] & 16383) >>> (14 - 12)) + | ((in[26 + inpos] & 16383) << 12) + | ((in[27 + inpos]) << 26); + out[12 + outpos] = ((in[27 + inpos] & 16383) >>> (14 - 8)) + | ((in[28 + inpos] & 16383) << 8) + | ((in[29 + inpos]) << 22); + out[13 + outpos] = ((in[29 + inpos] & 16383) >>> (14 - 4)) + | ((in[30 + inpos] & 16383) << 4) + | ((in[31 + inpos]) << 18); } - protected static void fastpackwithoutmask15(final int[] in, int inpos, + protected static void fastpack15(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 15) + out[0 + outpos] = (in[0 + inpos] & 32767) + | ((in[1 + inpos] & 32767) << 15) | ((in[2 + inpos]) << 30); - out[1 + outpos] = ((in[2 + inpos]) >>> (15 - 13)) - | ((in[3 + inpos]) << 13) | ((in[4 + inpos]) << 28); - out[2 + outpos] = ((in[4 + inpos]) >>> (15 - 11)) - | ((in[5 + inpos]) << 11) | ((in[6 + inpos]) << 26); - out[3 + outpos] = ((in[6 + inpos]) >>> (15 - 9)) - | ((in[7 + inpos]) << 9) | ((in[8 + inpos]) << 24); - out[4 + outpos] = ((in[8 + inpos]) >>> (15 - 7)) - | ((in[9 + inpos]) << 7) | ((in[10 + inpos]) << 22); - out[5 + outpos] = ((in[10 + inpos]) >>> (15 - 5)) - | ((in[11 + inpos]) << 5) | ((in[12 + inpos]) << 20); - out[6 + outpos] = ((in[12 + inpos]) >>> (15 - 3)) - | ((in[13 + inpos]) << 3) | ((in[14 + inpos]) << 18); - out[7 + outpos] = ((in[14 + inpos]) >>> (15 - 1)) - | ((in[15 + inpos]) << 1) | ((in[16 + inpos]) << 16) + out[1 + outpos] = ((in[2 + inpos] & 32767) >>> (15 - 13)) + | ((in[3 + inpos] & 32767) << 13) + | ((in[4 + inpos]) << 28); + out[2 + outpos] = ((in[4 + inpos] & 32767) >>> (15 - 11)) + | ((in[5 + inpos] & 32767) << 11) + | ((in[6 + inpos]) << 26); + out[3 + outpos] = ((in[6 + inpos] & 32767) >>> (15 - 9)) + | ((in[7 + inpos] & 32767) << 9) + | ((in[8 + inpos]) << 24); + out[4 + outpos] = ((in[8 + inpos] & 32767) >>> (15 - 7)) + | ((in[9 + inpos] & 32767) << 7) + | ((in[10 + inpos]) << 22); + out[5 + outpos] = ((in[10 + inpos] & 32767) >>> (15 - 5)) + | ((in[11 + inpos] & 32767) << 5) + | ((in[12 + inpos]) << 20); + out[6 + outpos] = ((in[12 + inpos] & 32767) >>> (15 - 3)) + | ((in[13 + inpos] & 32767) << 3) + | ((in[14 + inpos]) << 18); + out[7 + outpos] = ((in[14 + inpos] & 32767) >>> (15 - 1)) + | ((in[15 + inpos] & 32767) << 1) + | ((in[16 + inpos] & 32767) << 16) | ((in[17 + inpos]) << 31); - out[8 + outpos] = ((in[17 + inpos]) >>> (15 - 14)) - | ((in[18 + inpos]) << 14) | ((in[19 + inpos]) << 29); - out[9 + outpos] = ((in[19 + inpos]) >>> (15 - 12)) - | ((in[20 + inpos]) << 12) | ((in[21 + inpos]) << 27); - out[10 + outpos] = ((in[21 + inpos]) >>> (15 - 10)) - | ((in[22 + inpos]) << 10) | ((in[23 + inpos]) << 25); - out[11 + outpos] = ((in[23 + inpos]) >>> (15 - 8)) - | ((in[24 + inpos]) << 8) | ((in[25 + inpos]) << 23); - out[12 + outpos] = ((in[25 + inpos]) >>> (15 - 6)) - | ((in[26 + inpos]) << 6) | ((in[27 + inpos]) << 21); - out[13 + outpos] = ((in[27 + inpos]) >>> (15 - 4)) - | ((in[28 + inpos]) << 4) | ((in[29 + inpos]) << 19); - out[14 + outpos] = ((in[29 + inpos]) >>> (15 - 2)) - | ((in[30 + inpos]) << 2) | ((in[31 + inpos]) << 17); - } - - protected static void fastpackwithoutmask16(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 16); - out[1 + outpos] = in[2 + inpos] | ((in[3 + inpos]) << 16); - out[2 + outpos] = in[4 + inpos] | ((in[5 + inpos]) << 16); - out[3 + outpos] = in[6 + inpos] | ((in[7 + inpos]) << 16); - out[4 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 16); - out[5 + outpos] = in[10 + inpos] | ((in[11 + inpos]) << 16); - out[6 + outpos] = in[12 + inpos] | ((in[13 + inpos]) << 16); - out[7 + outpos] = in[14 + inpos] | ((in[15 + inpos]) << 16); - out[8 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 16); - out[9 + outpos] = in[18 + inpos] | ((in[19 + inpos]) << 16); - out[10 + outpos] = in[20 + inpos] | ((in[21 + inpos]) << 16); - out[11 + outpos] = in[22 + inpos] | ((in[23 + inpos]) << 16); - out[12 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 16); - out[13 + outpos] = in[26 + inpos] | ((in[27 + inpos]) << 16); - out[14 + outpos] = in[28 + inpos] | ((in[29 + inpos]) << 16); - out[15 + outpos] = in[30 + inpos] | ((in[31 + inpos]) << 16); + out[8 + outpos] = ((in[17 + inpos] & 32767) >>> (15 - 14)) + | ((in[18 + inpos] & 32767) << 14) + | ((in[19 + inpos]) << 29); + out[9 + outpos] = ((in[19 + inpos] & 32767) >>> (15 - 12)) + | ((in[20 + inpos] & 32767) << 12) + | ((in[21 + inpos]) << 27); + out[10 + outpos] = ((in[21 + inpos] & 32767) >>> (15 - 10)) + | ((in[22 + inpos] & 32767) << 10) + | ((in[23 + inpos]) << 25); + out[11 + outpos] = ((in[23 + inpos] & 32767) >>> (15 - 8)) + | ((in[24 + inpos] & 32767) << 8) + | ((in[25 + inpos]) << 23); + out[12 + outpos] = ((in[25 + inpos] & 32767) >>> (15 - 6)) + | ((in[26 + inpos] & 32767) << 6) + | ((in[27 + inpos]) << 21); + out[13 + outpos] = ((in[27 + inpos] & 32767) >>> (15 - 4)) + | ((in[28 + inpos] & 32767) << 4) + | ((in[29 + inpos]) << 19); + out[14 + outpos] = ((in[29 + inpos] & 32767) >>> (15 - 2)) + | ((in[30 + inpos] & 32767) << 2) + | ((in[31 + inpos]) << 17); } - protected static void fastpackwithoutmask17(final int[] in, int inpos, + protected static void fastpack16(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 17); - out[1 + outpos] = ((in[1 + inpos]) >>> (17 - 2)) - | ((in[2 + inpos]) << 2) | ((in[3 + inpos]) << 19); - out[2 + outpos] = ((in[3 + inpos]) >>> (17 - 4)) - | ((in[4 + inpos]) << 4) | ((in[5 + inpos]) << 21); - out[3 + outpos] = ((in[5 + inpos]) >>> (17 - 6)) - | ((in[6 + inpos]) << 6) | ((in[7 + inpos]) << 23); - out[4 + outpos] = ((in[7 + inpos]) >>> (17 - 8)) - | ((in[8 + inpos]) << 8) | ((in[9 + inpos]) << 25); - out[5 + outpos] = ((in[9 + inpos]) >>> (17 - 10)) - | ((in[10 + inpos]) << 10) | ((in[11 + inpos]) << 27); - out[6 + outpos] = ((in[11 + inpos]) >>> (17 - 12)) - | ((in[12 + inpos]) << 12) | ((in[13 + inpos]) << 29); - out[7 + outpos] = ((in[13 + inpos]) >>> (17 - 14)) - | ((in[14 + inpos]) << 14) | ((in[15 + inpos]) << 31); - out[8 + outpos] = ((in[15 + inpos]) >>> (17 - 16)) + out[0 + outpos] = (in[0 + inpos] & 65535) + | ((in[1 + inpos]) << 16); + out[1 + outpos] = (in[2 + inpos] & 65535) + | ((in[3 + inpos]) << 16); + out[2 + outpos] = (in[4 + inpos] & 65535) + | ((in[5 + inpos]) << 16); + out[3 + outpos] = (in[6 + inpos] & 65535) + | ((in[7 + inpos]) << 16); + out[4 + outpos] = (in[8 + inpos] & 65535) + | ((in[9 + inpos]) << 16); + out[5 + outpos] = (in[10 + inpos] & 65535) + | ((in[11 + inpos]) << 16); + out[6 + outpos] = (in[12 + inpos] & 65535) + | ((in[13 + inpos]) << 16); + out[7 + outpos] = (in[14 + inpos] & 65535) + | ((in[15 + inpos]) << 16); + out[8 + outpos] = (in[16 + inpos] & 65535) + | ((in[17 + inpos]) << 16); + out[9 + outpos] = (in[18 + inpos] & 65535) + | ((in[19 + inpos]) << 16); + out[10 + outpos] = (in[20 + inpos] & 65535) + | ((in[21 + inpos]) << 16); + out[11 + outpos] = (in[22 + inpos] & 65535) + | ((in[23 + inpos]) << 16); + out[12 + outpos] = (in[24 + inpos] & 65535) + | ((in[25 + inpos]) << 16); + out[13 + outpos] = (in[26 + inpos] & 65535) + | ((in[27 + inpos]) << 16); + out[14 + outpos] = (in[28 + inpos] & 65535) + | ((in[29 + inpos]) << 16); + out[15 + outpos] = (in[30 + inpos] & 65535) + | ((in[31 + inpos]) << 16); + } + + protected static void fastpack17(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = (in[0 + inpos] & 131071) + | ((in[1 + inpos]) << 17); + out[1 + outpos] = ((in[1 + inpos] & 131071) >>> (17 - 2)) + | ((in[2 + inpos] & 131071) << 2) + | ((in[3 + inpos]) << 19); + out[2 + outpos] = ((in[3 + inpos] & 131071) >>> (17 - 4)) + | ((in[4 + inpos] & 131071) << 4) + | ((in[5 + inpos]) << 21); + out[3 + outpos] = ((in[5 + inpos] & 131071) >>> (17 - 6)) + | ((in[6 + inpos] & 131071) << 6) + | ((in[7 + inpos]) << 23); + out[4 + outpos] = ((in[7 + inpos] & 131071) >>> (17 - 8)) + | ((in[8 + inpos] & 131071) << 8) + | ((in[9 + inpos]) << 25); + out[5 + outpos] = ((in[9 + inpos] & 131071) >>> (17 - 10)) + | ((in[10 + inpos] & 131071) << 10) + | ((in[11 + inpos]) << 27); + out[6 + outpos] = ((in[11 + inpos] & 131071) >>> (17 - 12)) + | ((in[12 + inpos] & 131071) << 12) + | ((in[13 + inpos]) << 29); + out[7 + outpos] = ((in[13 + inpos] & 131071) >>> (17 - 14)) + | ((in[14 + inpos] & 131071) << 14) + | ((in[15 + inpos]) << 31); + out[8 + outpos] = ((in[15 + inpos] & 131071) >>> (17 - 16)) | ((in[16 + inpos]) << 16); - out[9 + outpos] = ((in[16 + inpos]) >>> (17 - 1)) - | ((in[17 + inpos]) << 1) | ((in[18 + inpos]) << 18); - out[10 + outpos] = ((in[18 + inpos]) >>> (17 - 3)) - | ((in[19 + inpos]) << 3) | ((in[20 + inpos]) << 20); - out[11 + outpos] = ((in[20 + inpos]) >>> (17 - 5)) - | ((in[21 + inpos]) << 5) | ((in[22 + inpos]) << 22); - out[12 + outpos] = ((in[22 + inpos]) >>> (17 - 7)) - | ((in[23 + inpos]) << 7) | ((in[24 + inpos]) << 24); - out[13 + outpos] = ((in[24 + inpos]) >>> (17 - 9)) - | ((in[25 + inpos]) << 9) | ((in[26 + inpos]) << 26); - out[14 + outpos] = ((in[26 + inpos]) >>> (17 - 11)) - | ((in[27 + inpos]) << 11) | ((in[28 + inpos]) << 28); - out[15 + outpos] = ((in[28 + inpos]) >>> (17 - 13)) - | ((in[29 + inpos]) << 13) | ((in[30 + inpos]) << 30); - out[16 + outpos] = ((in[30 + inpos]) >>> (17 - 15)) + out[9 + outpos] = ((in[16 + inpos] & 131071) >>> (17 - 1)) + | ((in[17 + inpos] & 131071) << 1) + | ((in[18 + inpos]) << 18); + out[10 + outpos] = ((in[18 + inpos] & 131071) >>> (17 - 3)) + | ((in[19 + inpos] & 131071) << 3) + | ((in[20 + inpos]) << 20); + out[11 + outpos] = ((in[20 + inpos] & 131071) >>> (17 - 5)) + | ((in[21 + inpos] & 131071) << 5) + | ((in[22 + inpos]) << 22); + out[12 + outpos] = ((in[22 + inpos] & 131071) >>> (17 - 7)) + | ((in[23 + inpos] & 131071) << 7) + | ((in[24 + inpos]) << 24); + out[13 + outpos] = ((in[24 + inpos] & 131071) >>> (17 - 9)) + | ((in[25 + inpos] & 131071) << 9) + | ((in[26 + inpos]) << 26); + out[14 + outpos] = ((in[26 + inpos] & 131071) >>> (17 - 11)) + | ((in[27 + inpos] & 131071) << 11) + | ((in[28 + inpos]) << 28); + out[15 + outpos] = ((in[28 + inpos] & 131071) >>> (17 - 13)) + | ((in[29 + inpos] & 131071) << 13) + | ((in[30 + inpos]) << 30); + out[16 + outpos] = ((in[30 + inpos] & 131071) >>> (17 - 15)) | ((in[31 + inpos]) << 15); } - protected static void fastpackwithoutmask18(final int[] in, int inpos, + protected static void fastpack18(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 18); - out[1 + outpos] = ((in[1 + inpos]) >>> (18 - 4)) - | ((in[2 + inpos]) << 4) | ((in[3 + inpos]) << 22); - out[2 + outpos] = ((in[3 + inpos]) >>> (18 - 8)) - | ((in[4 + inpos]) << 8) | ((in[5 + inpos]) << 26); - out[3 + outpos] = ((in[5 + inpos]) >>> (18 - 12)) - | ((in[6 + inpos]) << 12) | ((in[7 + inpos]) << 30); - out[4 + outpos] = ((in[7 + inpos]) >>> (18 - 16)) + out[0 + outpos] = (in[0 + inpos] & 262143) + | ((in[1 + inpos]) << 18); + out[1 + outpos] = ((in[1 + inpos] & 262143) >>> (18 - 4)) + | ((in[2 + inpos] & 262143) << 4) + | ((in[3 + inpos]) << 22); + out[2 + outpos] = ((in[3 + inpos] & 262143) >>> (18 - 8)) + | ((in[4 + inpos] & 262143) << 8) + | ((in[5 + inpos]) << 26); + out[3 + outpos] = ((in[5 + inpos] & 262143) >>> (18 - 12)) + | ((in[6 + inpos] & 262143) << 12) + | ((in[7 + inpos]) << 30); + out[4 + outpos] = ((in[7 + inpos] & 262143) >>> (18 - 16)) | ((in[8 + inpos]) << 16); - out[5 + outpos] = ((in[8 + inpos]) >>> (18 - 2)) - | ((in[9 + inpos]) << 2) | ((in[10 + inpos]) << 20); - out[6 + outpos] = ((in[10 + inpos]) >>> (18 - 6)) - | ((in[11 + inpos]) << 6) | ((in[12 + inpos]) << 24); - out[7 + outpos] = ((in[12 + inpos]) >>> (18 - 10)) - | ((in[13 + inpos]) << 10) | ((in[14 + inpos]) << 28); - out[8 + outpos] = ((in[14 + inpos]) >>> (18 - 14)) + out[5 + outpos] = ((in[8 + inpos] & 262143) >>> (18 - 2)) + | ((in[9 + inpos] & 262143) << 2) + | ((in[10 + inpos]) << 20); + out[6 + outpos] = ((in[10 + inpos] & 262143) >>> (18 - 6)) + | ((in[11 + inpos] & 262143) << 6) + | ((in[12 + inpos]) << 24); + out[7 + outpos] = ((in[12 + inpos] & 262143) >>> (18 - 10)) + | ((in[13 + inpos] & 262143) << 10) + | ((in[14 + inpos]) << 28); + out[8 + outpos] = ((in[14 + inpos] & 262143) >>> (18 - 14)) | ((in[15 + inpos]) << 14); - out[9 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 18); - out[10 + outpos] = ((in[17 + inpos]) >>> (18 - 4)) - | ((in[18 + inpos]) << 4) | ((in[19 + inpos]) << 22); - out[11 + outpos] = ((in[19 + inpos]) >>> (18 - 8)) - | ((in[20 + inpos]) << 8) | ((in[21 + inpos]) << 26); - out[12 + outpos] = ((in[21 + inpos]) >>> (18 - 12)) - | ((in[22 + inpos]) << 12) | ((in[23 + inpos]) << 30); - out[13 + outpos] = ((in[23 + inpos]) >>> (18 - 16)) + out[9 + outpos] = (in[16 + inpos] & 262143) + | ((in[17 + inpos]) << 18); + out[10 + outpos] = ((in[17 + inpos] & 262143) >>> (18 - 4)) + | ((in[18 + inpos] & 262143) << 4) + | ((in[19 + inpos]) << 22); + out[11 + outpos] = ((in[19 + inpos] & 262143) >>> (18 - 8)) + | ((in[20 + inpos] & 262143) << 8) + | ((in[21 + inpos]) << 26); + out[12 + outpos] = ((in[21 + inpos] & 262143) >>> (18 - 12)) + | ((in[22 + inpos] & 262143) << 12) + | ((in[23 + inpos]) << 30); + out[13 + outpos] = ((in[23 + inpos] & 262143) >>> (18 - 16)) | ((in[24 + inpos]) << 16); - out[14 + outpos] = ((in[24 + inpos]) >>> (18 - 2)) - | ((in[25 + inpos]) << 2) | ((in[26 + inpos]) << 20); - out[15 + outpos] = ((in[26 + inpos]) >>> (18 - 6)) - | ((in[27 + inpos]) << 6) | ((in[28 + inpos]) << 24); - out[16 + outpos] = ((in[28 + inpos]) >>> (18 - 10)) - | ((in[29 + inpos]) << 10) | ((in[30 + inpos]) << 28); - out[17 + outpos] = ((in[30 + inpos]) >>> (18 - 14)) + out[14 + outpos] = ((in[24 + inpos] & 262143) >>> (18 - 2)) + | ((in[25 + inpos] & 262143) << 2) + | ((in[26 + inpos]) << 20); + out[15 + outpos] = ((in[26 + inpos] & 262143) >>> (18 - 6)) + | ((in[27 + inpos] & 262143) << 6) + | ((in[28 + inpos]) << 24); + out[16 + outpos] = ((in[28 + inpos] & 262143) >>> (18 - 10)) + | ((in[29 + inpos] & 262143) << 10) + | ((in[30 + inpos]) << 28); + out[17 + outpos] = ((in[30 + inpos] & 262143) >>> (18 - 14)) | ((in[31 + inpos]) << 14); } - protected static void fastpackwithoutmask19(final int[] in, int inpos, + protected static void fastpack19(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 19); - out[1 + outpos] = ((in[1 + inpos]) >>> (19 - 6)) - | ((in[2 + inpos]) << 6) | ((in[3 + inpos]) << 25); - out[2 + outpos] = ((in[3 + inpos]) >>> (19 - 12)) - | ((in[4 + inpos]) << 12) | ((in[5 + inpos]) << 31); - out[3 + outpos] = ((in[5 + inpos]) >>> (19 - 18)) + out[0 + outpos] = (in[0 + inpos] & 524287) + | ((in[1 + inpos]) << 19); + out[1 + outpos] = ((in[1 + inpos] & 524287) >>> (19 - 6)) + | ((in[2 + inpos] & 524287) << 6) + | ((in[3 + inpos]) << 25); + out[2 + outpos] = ((in[3 + inpos] & 524287) >>> (19 - 12)) + | ((in[4 + inpos] & 524287) << 12) + | ((in[5 + inpos]) << 31); + out[3 + outpos] = ((in[5 + inpos] & 524287) >>> (19 - 18)) | ((in[6 + inpos]) << 18); - out[4 + outpos] = ((in[6 + inpos]) >>> (19 - 5)) - | ((in[7 + inpos]) << 5) | ((in[8 + inpos]) << 24); - out[5 + outpos] = ((in[8 + inpos]) >>> (19 - 11)) - | ((in[9 + inpos]) << 11) | ((in[10 + inpos]) << 30); - out[6 + outpos] = ((in[10 + inpos]) >>> (19 - 17)) + out[4 + outpos] = ((in[6 + inpos] & 524287) >>> (19 - 5)) + | ((in[7 + inpos] & 524287) << 5) + | ((in[8 + inpos]) << 24); + out[5 + outpos] = ((in[8 + inpos] & 524287) >>> (19 - 11)) + | ((in[9 + inpos] & 524287) << 11) + | ((in[10 + inpos]) << 30); + out[6 + outpos] = ((in[10 + inpos] & 524287) >>> (19 - 17)) | ((in[11 + inpos]) << 17); - out[7 + outpos] = ((in[11 + inpos]) >>> (19 - 4)) - | ((in[12 + inpos]) << 4) | ((in[13 + inpos]) << 23); - out[8 + outpos] = ((in[13 + inpos]) >>> (19 - 10)) - | ((in[14 + inpos]) << 10) | ((in[15 + inpos]) << 29); - out[9 + outpos] = ((in[15 + inpos]) >>> (19 - 16)) + out[7 + outpos] = ((in[11 + inpos] & 524287) >>> (19 - 4)) + | ((in[12 + inpos] & 524287) << 4) + | ((in[13 + inpos]) << 23); + out[8 + outpos] = ((in[13 + inpos] & 524287) >>> (19 - 10)) + | ((in[14 + inpos] & 524287) << 10) + | ((in[15 + inpos]) << 29); + out[9 + outpos] = ((in[15 + inpos] & 524287) >>> (19 - 16)) | ((in[16 + inpos]) << 16); - out[10 + outpos] = ((in[16 + inpos]) >>> (19 - 3)) - | ((in[17 + inpos]) << 3) | ((in[18 + inpos]) << 22); - out[11 + outpos] = ((in[18 + inpos]) >>> (19 - 9)) - | ((in[19 + inpos]) << 9) | ((in[20 + inpos]) << 28); - out[12 + outpos] = ((in[20 + inpos]) >>> (19 - 15)) + out[10 + outpos] = ((in[16 + inpos] & 524287) >>> (19 - 3)) + | ((in[17 + inpos] & 524287) << 3) + | ((in[18 + inpos]) << 22); + out[11 + outpos] = ((in[18 + inpos] & 524287) >>> (19 - 9)) + | ((in[19 + inpos] & 524287) << 9) + | ((in[20 + inpos]) << 28); + out[12 + outpos] = ((in[20 + inpos] & 524287) >>> (19 - 15)) | ((in[21 + inpos]) << 15); - out[13 + outpos] = ((in[21 + inpos]) >>> (19 - 2)) - | ((in[22 + inpos]) << 2) | ((in[23 + inpos]) << 21); - out[14 + outpos] = ((in[23 + inpos]) >>> (19 - 8)) - | ((in[24 + inpos]) << 8) | ((in[25 + inpos]) << 27); - out[15 + outpos] = ((in[25 + inpos]) >>> (19 - 14)) + out[13 + outpos] = ((in[21 + inpos] & 524287) >>> (19 - 2)) + | ((in[22 + inpos] & 524287) << 2) + | ((in[23 + inpos]) << 21); + out[14 + outpos] = ((in[23 + inpos] & 524287) >>> (19 - 8)) + | ((in[24 + inpos] & 524287) << 8) + | ((in[25 + inpos]) << 27); + out[15 + outpos] = ((in[25 + inpos] & 524287) >>> (19 - 14)) | ((in[26 + inpos]) << 14); - out[16 + outpos] = ((in[26 + inpos]) >>> (19 - 1)) - | ((in[27 + inpos]) << 1) | ((in[28 + inpos]) << 20); - out[17 + outpos] = ((in[28 + inpos]) >>> (19 - 7)) - | ((in[29 + inpos]) << 7) | ((in[30 + inpos]) << 26); - out[18 + outpos] = ((in[30 + inpos]) >>> (19 - 13)) - | ((in[31 + inpos]) << 13); - } - - protected static void fastpackwithoutmask20(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 20); - out[1 + outpos] = ((in[1 + inpos]) >>> (20 - 8)) - | ((in[2 + inpos]) << 8) | ((in[3 + inpos]) << 28); - out[2 + outpos] = ((in[3 + inpos]) >>> (20 - 16)) + out[16 + outpos] = ((in[26 + inpos] & 524287) >>> (19 - 1)) + | ((in[27 + inpos] & 524287) << 1) + | ((in[28 + inpos]) << 20); + out[17 + outpos] = ((in[28 + inpos] & 524287) >>> (19 - 7)) + | ((in[29 + inpos] & 524287) << 7) + | ((in[30 + inpos]) << 26); + out[18 + outpos] = ((in[30 + inpos] & 524287) >>> (19 - 13)) + | ((in[31 + inpos]) << 13); + } + + protected static void fastpack2(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = (in[0 + inpos] & 3) + | ((in[1 + inpos] & 3) << 2) + | ((in[2 + inpos] & 3) << 4) + | ((in[3 + inpos] & 3) << 6) + | ((in[4 + inpos] & 3) << 8) + | ((in[5 + inpos] & 3) << 10) + | ((in[6 + inpos] & 3) << 12) + | ((in[7 + inpos] & 3) << 14) + | ((in[8 + inpos] & 3) << 16) + | ((in[9 + inpos] & 3) << 18) + | ((in[10 + inpos] & 3) << 20) + | ((in[11 + inpos] & 3) << 22) + | ((in[12 + inpos] & 3) << 24) + | ((in[13 + inpos] & 3) << 26) + | ((in[14 + inpos] & 3) << 28) + | ((in[15 + inpos]) << 30); + out[1 + outpos] = (in[16 + inpos] & 3) + | ((in[17 + inpos] & 3) << 2) + | ((in[18 + inpos] & 3) << 4) + | ((in[19 + inpos] & 3) << 6) + | ((in[20 + inpos] & 3) << 8) + | ((in[21 + inpos] & 3) << 10) + | ((in[22 + inpos] & 3) << 12) + | ((in[23 + inpos] & 3) << 14) + | ((in[24 + inpos] & 3) << 16) + | ((in[25 + inpos] & 3) << 18) + | ((in[26 + inpos] & 3) << 20) + | ((in[27 + inpos] & 3) << 22) + | ((in[28 + inpos] & 3) << 24) + | ((in[29 + inpos] & 3) << 26) + | ((in[30 + inpos] & 3) << 28) + | ((in[31 + inpos]) << 30); + } + + protected static void fastpack20(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = (in[0 + inpos] & 1048575) + | ((in[1 + inpos]) << 20); + out[1 + outpos] = ((in[1 + inpos] & 1048575) >>> (20 - 8)) + | ((in[2 + inpos] & 1048575) << 8) + | ((in[3 + inpos]) << 28); + out[2 + outpos] = ((in[3 + inpos] & 1048575) >>> (20 - 16)) | ((in[4 + inpos]) << 16); - out[3 + outpos] = ((in[4 + inpos]) >>> (20 - 4)) - | ((in[5 + inpos]) << 4) | ((in[6 + inpos]) << 24); - out[4 + outpos] = ((in[6 + inpos]) >>> (20 - 12)) + out[3 + outpos] = ((in[4 + inpos] & 1048575) >>> (20 - 4)) + | ((in[5 + inpos] & 1048575) << 4) + | ((in[6 + inpos]) << 24); + out[4 + outpos] = ((in[6 + inpos] & 1048575) >>> (20 - 12)) | ((in[7 + inpos]) << 12); - out[5 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 20); - out[6 + outpos] = ((in[9 + inpos]) >>> (20 - 8)) - | ((in[10 + inpos]) << 8) | ((in[11 + inpos]) << 28); - out[7 + outpos] = ((in[11 + inpos]) >>> (20 - 16)) + out[5 + outpos] = (in[8 + inpos] & 1048575) + | ((in[9 + inpos]) << 20); + out[6 + outpos] = ((in[9 + inpos] & 1048575) >>> (20 - 8)) + | ((in[10 + inpos] & 1048575) << 8) + | ((in[11 + inpos]) << 28); + out[7 + outpos] = ((in[11 + inpos] & 1048575) >>> (20 - 16)) | ((in[12 + inpos]) << 16); - out[8 + outpos] = ((in[12 + inpos]) >>> (20 - 4)) - | ((in[13 + inpos]) << 4) | ((in[14 + inpos]) << 24); - out[9 + outpos] = ((in[14 + inpos]) >>> (20 - 12)) + out[8 + outpos] = ((in[12 + inpos] & 1048575) >>> (20 - 4)) + | ((in[13 + inpos] & 1048575) << 4) + | ((in[14 + inpos]) << 24); + out[9 + outpos] = ((in[14 + inpos] & 1048575) >>> (20 - 12)) | ((in[15 + inpos]) << 12); - out[10 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 20); - out[11 + outpos] = ((in[17 + inpos]) >>> (20 - 8)) - | ((in[18 + inpos]) << 8) | ((in[19 + inpos]) << 28); - out[12 + outpos] = ((in[19 + inpos]) >>> (20 - 16)) + out[10 + outpos] = (in[16 + inpos] & 1048575) + | ((in[17 + inpos]) << 20); + out[11 + outpos] = ((in[17 + inpos] & 1048575) >>> (20 - 8)) + | ((in[18 + inpos] & 1048575) << 8) + | ((in[19 + inpos]) << 28); + out[12 + outpos] = ((in[19 + inpos] & 1048575) >>> (20 - 16)) | ((in[20 + inpos]) << 16); - out[13 + outpos] = ((in[20 + inpos]) >>> (20 - 4)) - | ((in[21 + inpos]) << 4) | ((in[22 + inpos]) << 24); - out[14 + outpos] = ((in[22 + inpos]) >>> (20 - 12)) + out[13 + outpos] = ((in[20 + inpos] & 1048575) >>> (20 - 4)) + | ((in[21 + inpos] & 1048575) << 4) + | ((in[22 + inpos]) << 24); + out[14 + outpos] = ((in[22 + inpos] & 1048575) >>> (20 - 12)) | ((in[23 + inpos]) << 12); - out[15 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 20); - out[16 + outpos] = ((in[25 + inpos]) >>> (20 - 8)) - | ((in[26 + inpos]) << 8) | ((in[27 + inpos]) << 28); - out[17 + outpos] = ((in[27 + inpos]) >>> (20 - 16)) + out[15 + outpos] = (in[24 + inpos] & 1048575) + | ((in[25 + inpos]) << 20); + out[16 + outpos] = ((in[25 + inpos] & 1048575) >>> (20 - 8)) + | ((in[26 + inpos] & 1048575) << 8) + | ((in[27 + inpos]) << 28); + out[17 + outpos] = ((in[27 + inpos] & 1048575) >>> (20 - 16)) | ((in[28 + inpos]) << 16); - out[18 + outpos] = ((in[28 + inpos]) >>> (20 - 4)) - | ((in[29 + inpos]) << 4) | ((in[30 + inpos]) << 24); - out[19 + outpos] = ((in[30 + inpos]) >>> (20 - 12)) + out[18 + outpos] = ((in[28 + inpos] & 1048575) >>> (20 - 4)) + | ((in[29 + inpos] & 1048575) << 4) + | ((in[30 + inpos]) << 24); + out[19 + outpos] = ((in[30 + inpos] & 1048575) >>> (20 - 12)) | ((in[31 + inpos]) << 12); } - protected static void fastpackwithoutmask21(final int[] in, int inpos, + protected static void fastpack21(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 21); - out[1 + outpos] = ((in[1 + inpos]) >>> (21 - 10)) - | ((in[2 + inpos]) << 10) | ((in[3 + inpos]) << 31); - out[2 + outpos] = ((in[3 + inpos]) >>> (21 - 20)) + out[0 + outpos] = (in[0 + inpos] & 2097151) + | ((in[1 + inpos]) << 21); + out[1 + outpos] = ((in[1 + inpos] & 2097151) >>> (21 - 10)) + | ((in[2 + inpos] & 2097151) << 10) + | ((in[3 + inpos]) << 31); + out[2 + outpos] = ((in[3 + inpos] & 2097151) >>> (21 - 20)) | ((in[4 + inpos]) << 20); - out[3 + outpos] = ((in[4 + inpos]) >>> (21 - 9)) - | ((in[5 + inpos]) << 9) | ((in[6 + inpos]) << 30); - out[4 + outpos] = ((in[6 + inpos]) >>> (21 - 19)) + out[3 + outpos] = ((in[4 + inpos] & 2097151) >>> (21 - 9)) + | ((in[5 + inpos] & 2097151) << 9) + | ((in[6 + inpos]) << 30); + out[4 + outpos] = ((in[6 + inpos] & 2097151) >>> (21 - 19)) | ((in[7 + inpos]) << 19); - out[5 + outpos] = ((in[7 + inpos]) >>> (21 - 8)) - | ((in[8 + inpos]) << 8) | ((in[9 + inpos]) << 29); - out[6 + outpos] = ((in[9 + inpos]) >>> (21 - 18)) + out[5 + outpos] = ((in[7 + inpos] & 2097151) >>> (21 - 8)) + | ((in[8 + inpos] & 2097151) << 8) + | ((in[9 + inpos]) << 29); + out[6 + outpos] = ((in[9 + inpos] & 2097151) >>> (21 - 18)) | ((in[10 + inpos]) << 18); - out[7 + outpos] = ((in[10 + inpos]) >>> (21 - 7)) - | ((in[11 + inpos]) << 7) | ((in[12 + inpos]) << 28); - out[8 + outpos] = ((in[12 + inpos]) >>> (21 - 17)) + out[7 + outpos] = ((in[10 + inpos] & 2097151) >>> (21 - 7)) + | ((in[11 + inpos] & 2097151) << 7) + | ((in[12 + inpos]) << 28); + out[8 + outpos] = ((in[12 + inpos] & 2097151) >>> (21 - 17)) | ((in[13 + inpos]) << 17); - out[9 + outpos] = ((in[13 + inpos]) >>> (21 - 6)) - | ((in[14 + inpos]) << 6) | ((in[15 + inpos]) << 27); - out[10 + outpos] = ((in[15 + inpos]) >>> (21 - 16)) + out[9 + outpos] = ((in[13 + inpos] & 2097151) >>> (21 - 6)) + | ((in[14 + inpos] & 2097151) << 6) + | ((in[15 + inpos]) << 27); + out[10 + outpos] = ((in[15 + inpos] & 2097151) >>> (21 - 16)) | ((in[16 + inpos]) << 16); - out[11 + outpos] = ((in[16 + inpos]) >>> (21 - 5)) - | ((in[17 + inpos]) << 5) | ((in[18 + inpos]) << 26); - out[12 + outpos] = ((in[18 + inpos]) >>> (21 - 15)) + out[11 + outpos] = ((in[16 + inpos] & 2097151) >>> (21 - 5)) + | ((in[17 + inpos] & 2097151) << 5) + | ((in[18 + inpos]) << 26); + out[12 + outpos] = ((in[18 + inpos] & 2097151) >>> (21 - 15)) | ((in[19 + inpos]) << 15); - out[13 + outpos] = ((in[19 + inpos]) >>> (21 - 4)) - | ((in[20 + inpos]) << 4) | ((in[21 + inpos]) << 25); - out[14 + outpos] = ((in[21 + inpos]) >>> (21 - 14)) + out[13 + outpos] = ((in[19 + inpos] & 2097151) >>> (21 - 4)) + | ((in[20 + inpos] & 2097151) << 4) + | ((in[21 + inpos]) << 25); + out[14 + outpos] = ((in[21 + inpos] & 2097151) >>> (21 - 14)) | ((in[22 + inpos]) << 14); - out[15 + outpos] = ((in[22 + inpos]) >>> (21 - 3)) - | ((in[23 + inpos]) << 3) | ((in[24 + inpos]) << 24); - out[16 + outpos] = ((in[24 + inpos]) >>> (21 - 13)) + out[15 + outpos] = ((in[22 + inpos] & 2097151) >>> (21 - 3)) + | ((in[23 + inpos] & 2097151) << 3) + | ((in[24 + inpos]) << 24); + out[16 + outpos] = ((in[24 + inpos] & 2097151) >>> (21 - 13)) | ((in[25 + inpos]) << 13); - out[17 + outpos] = ((in[25 + inpos]) >>> (21 - 2)) - | ((in[26 + inpos]) << 2) | ((in[27 + inpos]) << 23); - out[18 + outpos] = ((in[27 + inpos]) >>> (21 - 12)) + out[17 + outpos] = ((in[25 + inpos] & 2097151) >>> (21 - 2)) + | ((in[26 + inpos] & 2097151) << 2) + | ((in[27 + inpos]) << 23); + out[18 + outpos] = ((in[27 + inpos] & 2097151) >>> (21 - 12)) | ((in[28 + inpos]) << 12); - out[19 + outpos] = ((in[28 + inpos]) >>> (21 - 1)) - | ((in[29 + inpos]) << 1) | ((in[30 + inpos]) << 22); - out[20 + outpos] = ((in[30 + inpos]) >>> (21 - 11)) + out[19 + outpos] = ((in[28 + inpos] & 2097151) >>> (21 - 1)) + | ((in[29 + inpos] & 2097151) << 1) + | ((in[30 + inpos]) << 22); + out[20 + outpos] = ((in[30 + inpos] & 2097151) >>> (21 - 11)) | ((in[31 + inpos]) << 11); } - protected static void fastpackwithoutmask22(final int[] in, int inpos, + protected static void fastpack22(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 22); - out[1 + outpos] = ((in[1 + inpos]) >>> (22 - 12)) + out[0 + outpos] = (in[0 + inpos] & 4194303) + | ((in[1 + inpos]) << 22); + out[1 + outpos] = ((in[1 + inpos] & 4194303) >>> (22 - 12)) | ((in[2 + inpos]) << 12); - out[2 + outpos] = ((in[2 + inpos]) >>> (22 - 2)) - | ((in[3 + inpos]) << 2) | ((in[4 + inpos]) << 24); - out[3 + outpos] = ((in[4 + inpos]) >>> (22 - 14)) + out[2 + outpos] = ((in[2 + inpos] & 4194303) >>> (22 - 2)) + | ((in[3 + inpos] & 4194303) << 2) + | ((in[4 + inpos]) << 24); + out[3 + outpos] = ((in[4 + inpos] & 4194303) >>> (22 - 14)) | ((in[5 + inpos]) << 14); - out[4 + outpos] = ((in[5 + inpos]) >>> (22 - 4)) - | ((in[6 + inpos]) << 4) | ((in[7 + inpos]) << 26); - out[5 + outpos] = ((in[7 + inpos]) >>> (22 - 16)) + out[4 + outpos] = ((in[5 + inpos] & 4194303) >>> (22 - 4)) + | ((in[6 + inpos] & 4194303) << 4) + | ((in[7 + inpos]) << 26); + out[5 + outpos] = ((in[7 + inpos] & 4194303) >>> (22 - 16)) | ((in[8 + inpos]) << 16); - out[6 + outpos] = ((in[8 + inpos]) >>> (22 - 6)) - | ((in[9 + inpos]) << 6) | ((in[10 + inpos]) << 28); - out[7 + outpos] = ((in[10 + inpos]) >>> (22 - 18)) + out[6 + outpos] = ((in[8 + inpos] & 4194303) >>> (22 - 6)) + | ((in[9 + inpos] & 4194303) << 6) + | ((in[10 + inpos]) << 28); + out[7 + outpos] = ((in[10 + inpos] & 4194303) >>> (22 - 18)) | ((in[11 + inpos]) << 18); - out[8 + outpos] = ((in[11 + inpos]) >>> (22 - 8)) - | ((in[12 + inpos]) << 8) | ((in[13 + inpos]) << 30); - out[9 + outpos] = ((in[13 + inpos]) >>> (22 - 20)) + out[8 + outpos] = ((in[11 + inpos] & 4194303) >>> (22 - 8)) + | ((in[12 + inpos] & 4194303) << 8) + | ((in[13 + inpos]) << 30); + out[9 + outpos] = ((in[13 + inpos] & 4194303) >>> (22 - 20)) | ((in[14 + inpos]) << 20); - out[10 + outpos] = ((in[14 + inpos]) >>> (22 - 10)) + out[10 + outpos] = ((in[14 + inpos] & 4194303) >>> (22 - 10)) | ((in[15 + inpos]) << 10); - out[11 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 22); - out[12 + outpos] = ((in[17 + inpos]) >>> (22 - 12)) + out[11 + outpos] = (in[16 + inpos] & 4194303) + | ((in[17 + inpos]) << 22); + out[12 + outpos] = ((in[17 + inpos] & 4194303) >>> (22 - 12)) | ((in[18 + inpos]) << 12); - out[13 + outpos] = ((in[18 + inpos]) >>> (22 - 2)) - | ((in[19 + inpos]) << 2) | ((in[20 + inpos]) << 24); - out[14 + outpos] = ((in[20 + inpos]) >>> (22 - 14)) + out[13 + outpos] = ((in[18 + inpos] & 4194303) >>> (22 - 2)) + | ((in[19 + inpos] & 4194303) << 2) + | ((in[20 + inpos]) << 24); + out[14 + outpos] = ((in[20 + inpos] & 4194303) >>> (22 - 14)) | ((in[21 + inpos]) << 14); - out[15 + outpos] = ((in[21 + inpos]) >>> (22 - 4)) - | ((in[22 + inpos]) << 4) | ((in[23 + inpos]) << 26); - out[16 + outpos] = ((in[23 + inpos]) >>> (22 - 16)) + out[15 + outpos] = ((in[21 + inpos] & 4194303) >>> (22 - 4)) + | ((in[22 + inpos] & 4194303) << 4) + | ((in[23 + inpos]) << 26); + out[16 + outpos] = ((in[23 + inpos] & 4194303) >>> (22 - 16)) | ((in[24 + inpos]) << 16); - out[17 + outpos] = ((in[24 + inpos]) >>> (22 - 6)) - | ((in[25 + inpos]) << 6) | ((in[26 + inpos]) << 28); - out[18 + outpos] = ((in[26 + inpos]) >>> (22 - 18)) + out[17 + outpos] = ((in[24 + inpos] & 4194303) >>> (22 - 6)) + | ((in[25 + inpos] & 4194303) << 6) + | ((in[26 + inpos]) << 28); + out[18 + outpos] = ((in[26 + inpos] & 4194303) >>> (22 - 18)) | ((in[27 + inpos]) << 18); - out[19 + outpos] = ((in[27 + inpos]) >>> (22 - 8)) - | ((in[28 + inpos]) << 8) | ((in[29 + inpos]) << 30); - out[20 + outpos] = ((in[29 + inpos]) >>> (22 - 20)) + out[19 + outpos] = ((in[27 + inpos] & 4194303) >>> (22 - 8)) + | ((in[28 + inpos] & 4194303) << 8) + | ((in[29 + inpos]) << 30); + out[20 + outpos] = ((in[29 + inpos] & 4194303) >>> (22 - 20)) | ((in[30 + inpos]) << 20); - out[21 + outpos] = ((in[30 + inpos]) >>> (22 - 10)) + out[21 + outpos] = ((in[30 + inpos] & 4194303) >>> (22 - 10)) | ((in[31 + inpos]) << 10); } - protected static void fastpackwithoutmask23(final int[] in, int inpos, + protected static void fastpack23(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 23); - out[1 + outpos] = ((in[1 + inpos]) >>> (23 - 14)) + out[0 + outpos] = (in[0 + inpos] & 8388607) + | ((in[1 + inpos]) << 23); + out[1 + outpos] = ((in[1 + inpos] & 8388607) >>> (23 - 14)) | ((in[2 + inpos]) << 14); - out[2 + outpos] = ((in[2 + inpos]) >>> (23 - 5)) - | ((in[3 + inpos]) << 5) | ((in[4 + inpos]) << 28); - out[3 + outpos] = ((in[4 + inpos]) >>> (23 - 19)) + out[2 + outpos] = ((in[2 + inpos] & 8388607) >>> (23 - 5)) + | ((in[3 + inpos] & 8388607) << 5) + | ((in[4 + inpos]) << 28); + out[3 + outpos] = ((in[4 + inpos] & 8388607) >>> (23 - 19)) | ((in[5 + inpos]) << 19); - out[4 + outpos] = ((in[5 + inpos]) >>> (23 - 10)) + out[4 + outpos] = ((in[5 + inpos] & 8388607) >>> (23 - 10)) | ((in[6 + inpos]) << 10); - out[5 + outpos] = ((in[6 + inpos]) >>> (23 - 1)) - | ((in[7 + inpos]) << 1) | ((in[8 + inpos]) << 24); - out[6 + outpos] = ((in[8 + inpos]) >>> (23 - 15)) + out[5 + outpos] = ((in[6 + inpos] & 8388607) >>> (23 - 1)) + | ((in[7 + inpos] & 8388607) << 1) + | ((in[8 + inpos]) << 24); + out[6 + outpos] = ((in[8 + inpos] & 8388607) >>> (23 - 15)) | ((in[9 + inpos]) << 15); - out[7 + outpos] = ((in[9 + inpos]) >>> (23 - 6)) - | ((in[10 + inpos]) << 6) | ((in[11 + inpos]) << 29); - out[8 + outpos] = ((in[11 + inpos]) >>> (23 - 20)) + out[7 + outpos] = ((in[9 + inpos] & 8388607) >>> (23 - 6)) + | ((in[10 + inpos] & 8388607) << 6) + | ((in[11 + inpos]) << 29); + out[8 + outpos] = ((in[11 + inpos] & 8388607) >>> (23 - 20)) | ((in[12 + inpos]) << 20); - out[9 + outpos] = ((in[12 + inpos]) >>> (23 - 11)) + out[9 + outpos] = ((in[12 + inpos] & 8388607) >>> (23 - 11)) | ((in[13 + inpos]) << 11); - out[10 + outpos] = ((in[13 + inpos]) >>> (23 - 2)) - | ((in[14 + inpos]) << 2) | ((in[15 + inpos]) << 25); - out[11 + outpos] = ((in[15 + inpos]) >>> (23 - 16)) + out[10 + outpos] = ((in[13 + inpos] & 8388607) >>> (23 - 2)) + | ((in[14 + inpos] & 8388607) << 2) + | ((in[15 + inpos]) << 25); + out[11 + outpos] = ((in[15 + inpos] & 8388607) >>> (23 - 16)) | ((in[16 + inpos]) << 16); - out[12 + outpos] = ((in[16 + inpos]) >>> (23 - 7)) - | ((in[17 + inpos]) << 7) | ((in[18 + inpos]) << 30); - out[13 + outpos] = ((in[18 + inpos]) >>> (23 - 21)) + out[12 + outpos] = ((in[16 + inpos] & 8388607) >>> (23 - 7)) + | ((in[17 + inpos] & 8388607) << 7) + | ((in[18 + inpos]) << 30); + out[13 + outpos] = ((in[18 + inpos] & 8388607) >>> (23 - 21)) | ((in[19 + inpos]) << 21); - out[14 + outpos] = ((in[19 + inpos]) >>> (23 - 12)) + out[14 + outpos] = ((in[19 + inpos] & 8388607) >>> (23 - 12)) | ((in[20 + inpos]) << 12); - out[15 + outpos] = ((in[20 + inpos]) >>> (23 - 3)) - | ((in[21 + inpos]) << 3) | ((in[22 + inpos]) << 26); - out[16 + outpos] = ((in[22 + inpos]) >>> (23 - 17)) + out[15 + outpos] = ((in[20 + inpos] & 8388607) >>> (23 - 3)) + | ((in[21 + inpos] & 8388607) << 3) + | ((in[22 + inpos]) << 26); + out[16 + outpos] = ((in[22 + inpos] & 8388607) >>> (23 - 17)) | ((in[23 + inpos]) << 17); - out[17 + outpos] = ((in[23 + inpos]) >>> (23 - 8)) - | ((in[24 + inpos]) << 8) | ((in[25 + inpos]) << 31); - out[18 + outpos] = ((in[25 + inpos]) >>> (23 - 22)) + out[17 + outpos] = ((in[23 + inpos] & 8388607) >>> (23 - 8)) + | ((in[24 + inpos] & 8388607) << 8) + | ((in[25 + inpos]) << 31); + out[18 + outpos] = ((in[25 + inpos] & 8388607) >>> (23 - 22)) | ((in[26 + inpos]) << 22); - out[19 + outpos] = ((in[26 + inpos]) >>> (23 - 13)) + out[19 + outpos] = ((in[26 + inpos] & 8388607) >>> (23 - 13)) | ((in[27 + inpos]) << 13); - out[20 + outpos] = ((in[27 + inpos]) >>> (23 - 4)) - | ((in[28 + inpos]) << 4) | ((in[29 + inpos]) << 27); - out[21 + outpos] = ((in[29 + inpos]) >>> (23 - 18)) + out[20 + outpos] = ((in[27 + inpos] & 8388607) >>> (23 - 4)) + | ((in[28 + inpos] & 8388607) << 4) + | ((in[29 + inpos]) << 27); + out[21 + outpos] = ((in[29 + inpos] & 8388607) >>> (23 - 18)) | ((in[30 + inpos]) << 18); - out[22 + outpos] = ((in[30 + inpos]) >>> (23 - 9)) + out[22 + outpos] = ((in[30 + inpos] & 8388607) >>> (23 - 9)) | ((in[31 + inpos]) << 9); } - protected static void fastpackwithoutmask24(final int[] in, int inpos, + protected static void fastpack24(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 24); - out[1 + outpos] = ((in[1 + inpos]) >>> (24 - 16)) + out[0 + outpos] = (in[0 + inpos] & 16777215) + | ((in[1 + inpos]) << 24); + out[1 + outpos] = ((in[1 + inpos] & 16777215) >>> (24 - 16)) | ((in[2 + inpos]) << 16); - out[2 + outpos] = ((in[2 + inpos]) >>> (24 - 8)) + out[2 + outpos] = ((in[2 + inpos] & 16777215) >>> (24 - 8)) | ((in[3 + inpos]) << 8); - out[3 + outpos] = in[4 + inpos] | ((in[5 + inpos]) << 24); - out[4 + outpos] = ((in[5 + inpos]) >>> (24 - 16)) + out[3 + outpos] = (in[4 + inpos] & 16777215) + | ((in[5 + inpos]) << 24); + out[4 + outpos] = ((in[5 + inpos] & 16777215) >>> (24 - 16)) | ((in[6 + inpos]) << 16); - out[5 + outpos] = ((in[6 + inpos]) >>> (24 - 8)) + out[5 + outpos] = ((in[6 + inpos] & 16777215) >>> (24 - 8)) | ((in[7 + inpos]) << 8); - out[6 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 24); - out[7 + outpos] = ((in[9 + inpos]) >>> (24 - 16)) + out[6 + outpos] = (in[8 + inpos] & 16777215) + | ((in[9 + inpos]) << 24); + out[7 + outpos] = ((in[9 + inpos] & 16777215) >>> (24 - 16)) | ((in[10 + inpos]) << 16); - out[8 + outpos] = ((in[10 + inpos]) >>> (24 - 8)) + out[8 + outpos] = ((in[10 + inpos] & 16777215) >>> (24 - 8)) | ((in[11 + inpos]) << 8); - out[9 + outpos] = in[12 + inpos] | ((in[13 + inpos]) << 24); - out[10 + outpos] = ((in[13 + inpos]) >>> (24 - 16)) + out[9 + outpos] = (in[12 + inpos] & 16777215) + | ((in[13 + inpos]) << 24); + out[10 + outpos] = ((in[13 + inpos] & 16777215) >>> (24 - 16)) | ((in[14 + inpos]) << 16); - out[11 + outpos] = ((in[14 + inpos]) >>> (24 - 8)) + out[11 + outpos] = ((in[14 + inpos] & 16777215) >>> (24 - 8)) | ((in[15 + inpos]) << 8); - out[12 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 24); - out[13 + outpos] = ((in[17 + inpos]) >>> (24 - 16)) + out[12 + outpos] = (in[16 + inpos] & 16777215) + | ((in[17 + inpos]) << 24); + out[13 + outpos] = ((in[17 + inpos] & 16777215) >>> (24 - 16)) | ((in[18 + inpos]) << 16); - out[14 + outpos] = ((in[18 + inpos]) >>> (24 - 8)) + out[14 + outpos] = ((in[18 + inpos] & 16777215) >>> (24 - 8)) | ((in[19 + inpos]) << 8); - out[15 + outpos] = in[20 + inpos] | ((in[21 + inpos]) << 24); - out[16 + outpos] = ((in[21 + inpos]) >>> (24 - 16)) + out[15 + outpos] = (in[20 + inpos] & 16777215) + | ((in[21 + inpos]) << 24); + out[16 + outpos] = ((in[21 + inpos] & 16777215) >>> (24 - 16)) | ((in[22 + inpos]) << 16); - out[17 + outpos] = ((in[22 + inpos]) >>> (24 - 8)) + out[17 + outpos] = ((in[22 + inpos] & 16777215) >>> (24 - 8)) | ((in[23 + inpos]) << 8); - out[18 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 24); - out[19 + outpos] = ((in[25 + inpos]) >>> (24 - 16)) + out[18 + outpos] = (in[24 + inpos] & 16777215) + | ((in[25 + inpos]) << 24); + out[19 + outpos] = ((in[25 + inpos] & 16777215) >>> (24 - 16)) | ((in[26 + inpos]) << 16); - out[20 + outpos] = ((in[26 + inpos]) >>> (24 - 8)) + out[20 + outpos] = ((in[26 + inpos] & 16777215) >>> (24 - 8)) | ((in[27 + inpos]) << 8); - out[21 + outpos] = in[28 + inpos] | ((in[29 + inpos]) << 24); - out[22 + outpos] = ((in[29 + inpos]) >>> (24 - 16)) + out[21 + outpos] = (in[28 + inpos] & 16777215) + | ((in[29 + inpos]) << 24); + out[22 + outpos] = ((in[29 + inpos] & 16777215) >>> (24 - 16)) | ((in[30 + inpos]) << 16); - out[23 + outpos] = ((in[30 + inpos]) >>> (24 - 8)) + out[23 + outpos] = ((in[30 + inpos] & 16777215) >>> (24 - 8)) | ((in[31 + inpos]) << 8); } - protected static void fastpackwithoutmask25(final int[] in, int inpos, + protected static void fastpack25(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 25); - out[1 + outpos] = ((in[1 + inpos]) >>> (25 - 18)) + out[0 + outpos] = (in[0 + inpos] & 33554431) + | ((in[1 + inpos]) << 25); + out[1 + outpos] = ((in[1 + inpos] & 33554431) >>> (25 - 18)) | ((in[2 + inpos]) << 18); - out[2 + outpos] = ((in[2 + inpos]) >>> (25 - 11)) + out[2 + outpos] = ((in[2 + inpos] & 33554431) >>> (25 - 11)) | ((in[3 + inpos]) << 11); - out[3 + outpos] = ((in[3 + inpos]) >>> (25 - 4)) - | ((in[4 + inpos]) << 4) | ((in[5 + inpos]) << 29); - out[4 + outpos] = ((in[5 + inpos]) >>> (25 - 22)) + out[3 + outpos] = ((in[3 + inpos] & 33554431) >>> (25 - 4)) + | ((in[4 + inpos] & 33554431) << 4) + | ((in[5 + inpos]) << 29); + out[4 + outpos] = ((in[5 + inpos] & 33554431) >>> (25 - 22)) | ((in[6 + inpos]) << 22); - out[5 + outpos] = ((in[6 + inpos]) >>> (25 - 15)) + out[5 + outpos] = ((in[6 + inpos] & 33554431) >>> (25 - 15)) | ((in[7 + inpos]) << 15); - out[6 + outpos] = ((in[7 + inpos]) >>> (25 - 8)) + out[6 + outpos] = ((in[7 + inpos] & 33554431) >>> (25 - 8)) | ((in[8 + inpos]) << 8); - out[7 + outpos] = ((in[8 + inpos]) >>> (25 - 1)) - | ((in[9 + inpos]) << 1) | ((in[10 + inpos]) << 26); - out[8 + outpos] = ((in[10 + inpos]) >>> (25 - 19)) + out[7 + outpos] = ((in[8 + inpos] & 33554431) >>> (25 - 1)) + | ((in[9 + inpos] & 33554431) << 1) + | ((in[10 + inpos]) << 26); + out[8 + outpos] = ((in[10 + inpos] & 33554431) >>> (25 - 19)) | ((in[11 + inpos]) << 19); - out[9 + outpos] = ((in[11 + inpos]) >>> (25 - 12)) + out[9 + outpos] = ((in[11 + inpos] & 33554431) >>> (25 - 12)) | ((in[12 + inpos]) << 12); - out[10 + outpos] = ((in[12 + inpos]) >>> (25 - 5)) - | ((in[13 + inpos]) << 5) | ((in[14 + inpos]) << 30); - out[11 + outpos] = ((in[14 + inpos]) >>> (25 - 23)) + out[10 + outpos] = ((in[12 + inpos] & 33554431) >>> (25 - 5)) + | ((in[13 + inpos] & 33554431) << 5) + | ((in[14 + inpos]) << 30); + out[11 + outpos] = ((in[14 + inpos] & 33554431) >>> (25 - 23)) | ((in[15 + inpos]) << 23); - out[12 + outpos] = ((in[15 + inpos]) >>> (25 - 16)) + out[12 + outpos] = ((in[15 + inpos] & 33554431) >>> (25 - 16)) | ((in[16 + inpos]) << 16); - out[13 + outpos] = ((in[16 + inpos]) >>> (25 - 9)) + out[13 + outpos] = ((in[16 + inpos] & 33554431) >>> (25 - 9)) | ((in[17 + inpos]) << 9); - out[14 + outpos] = ((in[17 + inpos]) >>> (25 - 2)) - | ((in[18 + inpos]) << 2) | ((in[19 + inpos]) << 27); - out[15 + outpos] = ((in[19 + inpos]) >>> (25 - 20)) + out[14 + outpos] = ((in[17 + inpos] & 33554431) >>> (25 - 2)) + | ((in[18 + inpos] & 33554431) << 2) + | ((in[19 + inpos]) << 27); + out[15 + outpos] = ((in[19 + inpos] & 33554431) >>> (25 - 20)) | ((in[20 + inpos]) << 20); - out[16 + outpos] = ((in[20 + inpos]) >>> (25 - 13)) + out[16 + outpos] = ((in[20 + inpos] & 33554431) >>> (25 - 13)) | ((in[21 + inpos]) << 13); - out[17 + outpos] = ((in[21 + inpos]) >>> (25 - 6)) - | ((in[22 + inpos]) << 6) | ((in[23 + inpos]) << 31); - out[18 + outpos] = ((in[23 + inpos]) >>> (25 - 24)) + out[17 + outpos] = ((in[21 + inpos] & 33554431) >>> (25 - 6)) + | ((in[22 + inpos] & 33554431) << 6) + | ((in[23 + inpos]) << 31); + out[18 + outpos] = ((in[23 + inpos] & 33554431) >>> (25 - 24)) | ((in[24 + inpos]) << 24); - out[19 + outpos] = ((in[24 + inpos]) >>> (25 - 17)) + out[19 + outpos] = ((in[24 + inpos] & 33554431) >>> (25 - 17)) | ((in[25 + inpos]) << 17); - out[20 + outpos] = ((in[25 + inpos]) >>> (25 - 10)) + out[20 + outpos] = ((in[25 + inpos] & 33554431) >>> (25 - 10)) | ((in[26 + inpos]) << 10); - out[21 + outpos] = ((in[26 + inpos]) >>> (25 - 3)) - | ((in[27 + inpos]) << 3) | ((in[28 + inpos]) << 28); - out[22 + outpos] = ((in[28 + inpos]) >>> (25 - 21)) + out[21 + outpos] = ((in[26 + inpos] & 33554431) >>> (25 - 3)) + | ((in[27 + inpos] & 33554431) << 3) + | ((in[28 + inpos]) << 28); + out[22 + outpos] = ((in[28 + inpos] & 33554431) >>> (25 - 21)) | ((in[29 + inpos]) << 21); - out[23 + outpos] = ((in[29 + inpos]) >>> (25 - 14)) + out[23 + outpos] = ((in[29 + inpos] & 33554431) >>> (25 - 14)) | ((in[30 + inpos]) << 14); - out[24 + outpos] = ((in[30 + inpos]) >>> (25 - 7)) + out[24 + outpos] = ((in[30 + inpos] & 33554431) >>> (25 - 7)) | ((in[31 + inpos]) << 7); } - protected static void fastpackwithoutmask26(final int[] in, int inpos, + protected static void fastpack26(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 26); - out[1 + outpos] = ((in[1 + inpos]) >>> (26 - 20)) + out[0 + outpos] = (in[0 + inpos] & 67108863) + | ((in[1 + inpos]) << 26); + out[1 + outpos] = ((in[1 + inpos] & 67108863) >>> (26 - 20)) | ((in[2 + inpos]) << 20); - out[2 + outpos] = ((in[2 + inpos]) >>> (26 - 14)) + out[2 + outpos] = ((in[2 + inpos] & 67108863) >>> (26 - 14)) | ((in[3 + inpos]) << 14); - out[3 + outpos] = ((in[3 + inpos]) >>> (26 - 8)) + out[3 + outpos] = ((in[3 + inpos] & 67108863) >>> (26 - 8)) | ((in[4 + inpos]) << 8); - out[4 + outpos] = ((in[4 + inpos]) >>> (26 - 2)) - | ((in[5 + inpos]) << 2) | ((in[6 + inpos]) << 28); - out[5 + outpos] = ((in[6 + inpos]) >>> (26 - 22)) + out[4 + outpos] = ((in[4 + inpos] & 67108863) >>> (26 - 2)) + | ((in[5 + inpos] & 67108863) << 2) + | ((in[6 + inpos]) << 28); + out[5 + outpos] = ((in[6 + inpos] & 67108863) >>> (26 - 22)) | ((in[7 + inpos]) << 22); - out[6 + outpos] = ((in[7 + inpos]) >>> (26 - 16)) + out[6 + outpos] = ((in[7 + inpos] & 67108863) >>> (26 - 16)) | ((in[8 + inpos]) << 16); - out[7 + outpos] = ((in[8 + inpos]) >>> (26 - 10)) + out[7 + outpos] = ((in[8 + inpos] & 67108863) >>> (26 - 10)) | ((in[9 + inpos]) << 10); - out[8 + outpos] = ((in[9 + inpos]) >>> (26 - 4)) - | ((in[10 + inpos]) << 4) | ((in[11 + inpos]) << 30); - out[9 + outpos] = ((in[11 + inpos]) >>> (26 - 24)) + out[8 + outpos] = ((in[9 + inpos] & 67108863) >>> (26 - 4)) + | ((in[10 + inpos] & 67108863) << 4) + | ((in[11 + inpos]) << 30); + out[9 + outpos] = ((in[11 + inpos] & 67108863) >>> (26 - 24)) | ((in[12 + inpos]) << 24); - out[10 + outpos] = ((in[12 + inpos]) >>> (26 - 18)) + out[10 + outpos] = ((in[12 + inpos] & 67108863) >>> (26 - 18)) | ((in[13 + inpos]) << 18); - out[11 + outpos] = ((in[13 + inpos]) >>> (26 - 12)) + out[11 + outpos] = ((in[13 + inpos] & 67108863) >>> (26 - 12)) | ((in[14 + inpos]) << 12); - out[12 + outpos] = ((in[14 + inpos]) >>> (26 - 6)) + out[12 + outpos] = ((in[14 + inpos] & 67108863) >>> (26 - 6)) | ((in[15 + inpos]) << 6); - out[13 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 26); - out[14 + outpos] = ((in[17 + inpos]) >>> (26 - 20)) + out[13 + outpos] = (in[16 + inpos] & 67108863) + | ((in[17 + inpos]) << 26); + out[14 + outpos] = ((in[17 + inpos] & 67108863) >>> (26 - 20)) | ((in[18 + inpos]) << 20); - out[15 + outpos] = ((in[18 + inpos]) >>> (26 - 14)) + out[15 + outpos] = ((in[18 + inpos] & 67108863) >>> (26 - 14)) | ((in[19 + inpos]) << 14); - out[16 + outpos] = ((in[19 + inpos]) >>> (26 - 8)) + out[16 + outpos] = ((in[19 + inpos] & 67108863) >>> (26 - 8)) | ((in[20 + inpos]) << 8); - out[17 + outpos] = ((in[20 + inpos]) >>> (26 - 2)) - | ((in[21 + inpos]) << 2) | ((in[22 + inpos]) << 28); - out[18 + outpos] = ((in[22 + inpos]) >>> (26 - 22)) + out[17 + outpos] = ((in[20 + inpos] & 67108863) >>> (26 - 2)) + | ((in[21 + inpos] & 67108863) << 2) + | ((in[22 + inpos]) << 28); + out[18 + outpos] = ((in[22 + inpos] & 67108863) >>> (26 - 22)) | ((in[23 + inpos]) << 22); - out[19 + outpos] = ((in[23 + inpos]) >>> (26 - 16)) + out[19 + outpos] = ((in[23 + inpos] & 67108863) >>> (26 - 16)) | ((in[24 + inpos]) << 16); - out[20 + outpos] = ((in[24 + inpos]) >>> (26 - 10)) + out[20 + outpos] = ((in[24 + inpos] & 67108863) >>> (26 - 10)) | ((in[25 + inpos]) << 10); - out[21 + outpos] = ((in[25 + inpos]) >>> (26 - 4)) - | ((in[26 + inpos]) << 4) | ((in[27 + inpos]) << 30); - out[22 + outpos] = ((in[27 + inpos]) >>> (26 - 24)) + out[21 + outpos] = ((in[25 + inpos] & 67108863) >>> (26 - 4)) + | ((in[26 + inpos] & 67108863) << 4) + | ((in[27 + inpos]) << 30); + out[22 + outpos] = ((in[27 + inpos] & 67108863) >>> (26 - 24)) | ((in[28 + inpos]) << 24); - out[23 + outpos] = ((in[28 + inpos]) >>> (26 - 18)) + out[23 + outpos] = ((in[28 + inpos] & 67108863) >>> (26 - 18)) | ((in[29 + inpos]) << 18); - out[24 + outpos] = ((in[29 + inpos]) >>> (26 - 12)) + out[24 + outpos] = ((in[29 + inpos] & 67108863) >>> (26 - 12)) | ((in[30 + inpos]) << 12); - out[25 + outpos] = ((in[30 + inpos]) >>> (26 - 6)) + out[25 + outpos] = ((in[30 + inpos] & 67108863) >>> (26 - 6)) | ((in[31 + inpos]) << 6); } - protected static void fastpackwithoutmask27(final int[] in, int inpos, + protected static void fastpack27(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 27); - out[1 + outpos] = ((in[1 + inpos]) >>> (27 - 22)) + out[0 + outpos] = (in[0 + inpos] & 134217727) + | ((in[1 + inpos]) << 27); + out[1 + outpos] = ((in[1 + inpos] & 134217727) >>> (27 - 22)) | ((in[2 + inpos]) << 22); - out[2 + outpos] = ((in[2 + inpos]) >>> (27 - 17)) + out[2 + outpos] = ((in[2 + inpos] & 134217727) >>> (27 - 17)) | ((in[3 + inpos]) << 17); - out[3 + outpos] = ((in[3 + inpos]) >>> (27 - 12)) + out[3 + outpos] = ((in[3 + inpos] & 134217727) >>> (27 - 12)) | ((in[4 + inpos]) << 12); - out[4 + outpos] = ((in[4 + inpos]) >>> (27 - 7)) + out[4 + outpos] = ((in[4 + inpos] & 134217727) >>> (27 - 7)) | ((in[5 + inpos]) << 7); - out[5 + outpos] = ((in[5 + inpos]) >>> (27 - 2)) - | ((in[6 + inpos]) << 2) | ((in[7 + inpos]) << 29); - out[6 + outpos] = ((in[7 + inpos]) >>> (27 - 24)) + out[5 + outpos] = ((in[5 + inpos] & 134217727) >>> (27 - 2)) + | ((in[6 + inpos] & 134217727) << 2) + | ((in[7 + inpos]) << 29); + out[6 + outpos] = ((in[7 + inpos] & 134217727) >>> (27 - 24)) | ((in[8 + inpos]) << 24); - out[7 + outpos] = ((in[8 + inpos]) >>> (27 - 19)) + out[7 + outpos] = ((in[8 + inpos] & 134217727) >>> (27 - 19)) | ((in[9 + inpos]) << 19); - out[8 + outpos] = ((in[9 + inpos]) >>> (27 - 14)) + out[8 + outpos] = ((in[9 + inpos] & 134217727) >>> (27 - 14)) | ((in[10 + inpos]) << 14); - out[9 + outpos] = ((in[10 + inpos]) >>> (27 - 9)) + out[9 + outpos] = ((in[10 + inpos] & 134217727) >>> (27 - 9)) | ((in[11 + inpos]) << 9); - out[10 + outpos] = ((in[11 + inpos]) >>> (27 - 4)) - | ((in[12 + inpos]) << 4) | ((in[13 + inpos]) << 31); - out[11 + outpos] = ((in[13 + inpos]) >>> (27 - 26)) + out[10 + outpos] = ((in[11 + inpos] & 134217727) >>> (27 - 4)) + | ((in[12 + inpos] & 134217727) << 4) + | ((in[13 + inpos]) << 31); + out[11 + outpos] = ((in[13 + inpos] & 134217727) >>> (27 - 26)) | ((in[14 + inpos]) << 26); - out[12 + outpos] = ((in[14 + inpos]) >>> (27 - 21)) + out[12 + outpos] = ((in[14 + inpos] & 134217727) >>> (27 - 21)) | ((in[15 + inpos]) << 21); - out[13 + outpos] = ((in[15 + inpos]) >>> (27 - 16)) + out[13 + outpos] = ((in[15 + inpos] & 134217727) >>> (27 - 16)) | ((in[16 + inpos]) << 16); - out[14 + outpos] = ((in[16 + inpos]) >>> (27 - 11)) + out[14 + outpos] = ((in[16 + inpos] & 134217727) >>> (27 - 11)) | ((in[17 + inpos]) << 11); - out[15 + outpos] = ((in[17 + inpos]) >>> (27 - 6)) + out[15 + outpos] = ((in[17 + inpos] & 134217727) >>> (27 - 6)) | ((in[18 + inpos]) << 6); - out[16 + outpos] = ((in[18 + inpos]) >>> (27 - 1)) - | ((in[19 + inpos]) << 1) | ((in[20 + inpos]) << 28); - out[17 + outpos] = ((in[20 + inpos]) >>> (27 - 23)) + out[16 + outpos] = ((in[18 + inpos] & 134217727) >>> (27 - 1)) + | ((in[19 + inpos] & 134217727) << 1) + | ((in[20 + inpos]) << 28); + out[17 + outpos] = ((in[20 + inpos] & 134217727) >>> (27 - 23)) | ((in[21 + inpos]) << 23); - out[18 + outpos] = ((in[21 + inpos]) >>> (27 - 18)) + out[18 + outpos] = ((in[21 + inpos] & 134217727) >>> (27 - 18)) | ((in[22 + inpos]) << 18); - out[19 + outpos] = ((in[22 + inpos]) >>> (27 - 13)) + out[19 + outpos] = ((in[22 + inpos] & 134217727) >>> (27 - 13)) | ((in[23 + inpos]) << 13); - out[20 + outpos] = ((in[23 + inpos]) >>> (27 - 8)) + out[20 + outpos] = ((in[23 + inpos] & 134217727) >>> (27 - 8)) | ((in[24 + inpos]) << 8); - out[21 + outpos] = ((in[24 + inpos]) >>> (27 - 3)) - | ((in[25 + inpos]) << 3) | ((in[26 + inpos]) << 30); - out[22 + outpos] = ((in[26 + inpos]) >>> (27 - 25)) + out[21 + outpos] = ((in[24 + inpos] & 134217727) >>> (27 - 3)) + | ((in[25 + inpos] & 134217727) << 3) + | ((in[26 + inpos]) << 30); + out[22 + outpos] = ((in[26 + inpos] & 134217727) >>> (27 - 25)) | ((in[27 + inpos]) << 25); - out[23 + outpos] = ((in[27 + inpos]) >>> (27 - 20)) + out[23 + outpos] = ((in[27 + inpos] & 134217727) >>> (27 - 20)) | ((in[28 + inpos]) << 20); - out[24 + outpos] = ((in[28 + inpos]) >>> (27 - 15)) + out[24 + outpos] = ((in[28 + inpos] & 134217727) >>> (27 - 15)) | ((in[29 + inpos]) << 15); - out[25 + outpos] = ((in[29 + inpos]) >>> (27 - 10)) + out[25 + outpos] = ((in[29 + inpos] & 134217727) >>> (27 - 10)) | ((in[30 + inpos]) << 10); - out[26 + outpos] = ((in[30 + inpos]) >>> (27 - 5)) + out[26 + outpos] = ((in[30 + inpos] & 134217727) >>> (27 - 5)) | ((in[31 + inpos]) << 5); } - protected static void fastpackwithoutmask28(final int[] in, int inpos, + protected static void fastpack28(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 28); - out[1 + outpos] = ((in[1 + inpos]) >>> (28 - 24)) + out[0 + outpos] = (in[0 + inpos] & 268435455) + | ((in[1 + inpos]) << 28); + out[1 + outpos] = ((in[1 + inpos] & 268435455) >>> (28 - 24)) | ((in[2 + inpos]) << 24); - out[2 + outpos] = ((in[2 + inpos]) >>> (28 - 20)) + out[2 + outpos] = ((in[2 + inpos] & 268435455) >>> (28 - 20)) | ((in[3 + inpos]) << 20); - out[3 + outpos] = ((in[3 + inpos]) >>> (28 - 16)) + out[3 + outpos] = ((in[3 + inpos] & 268435455) >>> (28 - 16)) | ((in[4 + inpos]) << 16); - out[4 + outpos] = ((in[4 + inpos]) >>> (28 - 12)) + out[4 + outpos] = ((in[4 + inpos] & 268435455) >>> (28 - 12)) | ((in[5 + inpos]) << 12); - out[5 + outpos] = ((in[5 + inpos]) >>> (28 - 8)) + out[5 + outpos] = ((in[5 + inpos] & 268435455) >>> (28 - 8)) | ((in[6 + inpos]) << 8); - out[6 + outpos] = ((in[6 + inpos]) >>> (28 - 4)) + out[6 + outpos] = ((in[6 + inpos] & 268435455) >>> (28 - 4)) | ((in[7 + inpos]) << 4); - out[7 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 28); - out[8 + outpos] = ((in[9 + inpos]) >>> (28 - 24)) + out[7 + outpos] = (in[8 + inpos] & 268435455) + | ((in[9 + inpos]) << 28); + out[8 + outpos] = ((in[9 + inpos] & 268435455) >>> (28 - 24)) | ((in[10 + inpos]) << 24); - out[9 + outpos] = ((in[10 + inpos]) >>> (28 - 20)) + out[9 + outpos] = ((in[10 + inpos] & 268435455) >>> (28 - 20)) | ((in[11 + inpos]) << 20); - out[10 + outpos] = ((in[11 + inpos]) >>> (28 - 16)) + out[10 + outpos] = ((in[11 + inpos] & 268435455) >>> (28 - 16)) | ((in[12 + inpos]) << 16); - out[11 + outpos] = ((in[12 + inpos]) >>> (28 - 12)) + out[11 + outpos] = ((in[12 + inpos] & 268435455) >>> (28 - 12)) | ((in[13 + inpos]) << 12); - out[12 + outpos] = ((in[13 + inpos]) >>> (28 - 8)) + out[12 + outpos] = ((in[13 + inpos] & 268435455) >>> (28 - 8)) | ((in[14 + inpos]) << 8); - out[13 + outpos] = ((in[14 + inpos]) >>> (28 - 4)) + out[13 + outpos] = ((in[14 + inpos] & 268435455) >>> (28 - 4)) | ((in[15 + inpos]) << 4); - out[14 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 28); - out[15 + outpos] = ((in[17 + inpos]) >>> (28 - 24)) + out[14 + outpos] = (in[16 + inpos] & 268435455) + | ((in[17 + inpos]) << 28); + out[15 + outpos] = ((in[17 + inpos] & 268435455) >>> (28 - 24)) | ((in[18 + inpos]) << 24); - out[16 + outpos] = ((in[18 + inpos]) >>> (28 - 20)) + out[16 + outpos] = ((in[18 + inpos] & 268435455) >>> (28 - 20)) | ((in[19 + inpos]) << 20); - out[17 + outpos] = ((in[19 + inpos]) >>> (28 - 16)) + out[17 + outpos] = ((in[19 + inpos] & 268435455) >>> (28 - 16)) | ((in[20 + inpos]) << 16); - out[18 + outpos] = ((in[20 + inpos]) >>> (28 - 12)) + out[18 + outpos] = ((in[20 + inpos] & 268435455) >>> (28 - 12)) | ((in[21 + inpos]) << 12); - out[19 + outpos] = ((in[21 + inpos]) >>> (28 - 8)) + out[19 + outpos] = ((in[21 + inpos] & 268435455) >>> (28 - 8)) | ((in[22 + inpos]) << 8); - out[20 + outpos] = ((in[22 + inpos]) >>> (28 - 4)) + out[20 + outpos] = ((in[22 + inpos] & 268435455) >>> (28 - 4)) | ((in[23 + inpos]) << 4); - out[21 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 28); - out[22 + outpos] = ((in[25 + inpos]) >>> (28 - 24)) + out[21 + outpos] = (in[24 + inpos] & 268435455) + | ((in[25 + inpos]) << 28); + out[22 + outpos] = ((in[25 + inpos] & 268435455) >>> (28 - 24)) | ((in[26 + inpos]) << 24); - out[23 + outpos] = ((in[26 + inpos]) >>> (28 - 20)) + out[23 + outpos] = ((in[26 + inpos] & 268435455) >>> (28 - 20)) | ((in[27 + inpos]) << 20); - out[24 + outpos] = ((in[27 + inpos]) >>> (28 - 16)) + out[24 + outpos] = ((in[27 + inpos] & 268435455) >>> (28 - 16)) | ((in[28 + inpos]) << 16); - out[25 + outpos] = ((in[28 + inpos]) >>> (28 - 12)) + out[25 + outpos] = ((in[28 + inpos] & 268435455) >>> (28 - 12)) | ((in[29 + inpos]) << 12); - out[26 + outpos] = ((in[29 + inpos]) >>> (28 - 8)) + out[26 + outpos] = ((in[29 + inpos] & 268435455) >>> (28 - 8)) | ((in[30 + inpos]) << 8); - out[27 + outpos] = ((in[30 + inpos]) >>> (28 - 4)) + out[27 + outpos] = ((in[30 + inpos] & 268435455) >>> (28 - 4)) | ((in[31 + inpos]) << 4); } - protected static void fastpackwithoutmask29(final int[] in, int inpos, + protected static void fastpack29(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 29); - out[1 + outpos] = ((in[1 + inpos]) >>> (29 - 26)) + out[0 + outpos] = (in[0 + inpos] & 536870911) + | ((in[1 + inpos]) << 29); + out[1 + outpos] = ((in[1 + inpos] & 536870911) >>> (29 - 26)) | ((in[2 + inpos]) << 26); - out[2 + outpos] = ((in[2 + inpos]) >>> (29 - 23)) + out[2 + outpos] = ((in[2 + inpos] & 536870911) >>> (29 - 23)) | ((in[3 + inpos]) << 23); - out[3 + outpos] = ((in[3 + inpos]) >>> (29 - 20)) + out[3 + outpos] = ((in[3 + inpos] & 536870911) >>> (29 - 20)) | ((in[4 + inpos]) << 20); - out[4 + outpos] = ((in[4 + inpos]) >>> (29 - 17)) + out[4 + outpos] = ((in[4 + inpos] & 536870911) >>> (29 - 17)) | ((in[5 + inpos]) << 17); - out[5 + outpos] = ((in[5 + inpos]) >>> (29 - 14)) + out[5 + outpos] = ((in[5 + inpos] & 536870911) >>> (29 - 14)) | ((in[6 + inpos]) << 14); - out[6 + outpos] = ((in[6 + inpos]) >>> (29 - 11)) + out[6 + outpos] = ((in[6 + inpos] & 536870911) >>> (29 - 11)) | ((in[7 + inpos]) << 11); - out[7 + outpos] = ((in[7 + inpos]) >>> (29 - 8)) + out[7 + outpos] = ((in[7 + inpos] & 536870911) >>> (29 - 8)) | ((in[8 + inpos]) << 8); - out[8 + outpos] = ((in[8 + inpos]) >>> (29 - 5)) + out[8 + outpos] = ((in[8 + inpos] & 536870911) >>> (29 - 5)) | ((in[9 + inpos]) << 5); - out[9 + outpos] = ((in[9 + inpos]) >>> (29 - 2)) - | ((in[10 + inpos]) << 2) | ((in[11 + inpos]) << 31); - out[10 + outpos] = ((in[11 + inpos]) >>> (29 - 28)) + out[9 + outpos] = ((in[9 + inpos] & 536870911) >>> (29 - 2)) + | ((in[10 + inpos] & 536870911) << 2) + | ((in[11 + inpos]) << 31); + out[10 + outpos] = ((in[11 + inpos] & 536870911) >>> (29 - 28)) | ((in[12 + inpos]) << 28); - out[11 + outpos] = ((in[12 + inpos]) >>> (29 - 25)) + out[11 + outpos] = ((in[12 + inpos] & 536870911) >>> (29 - 25)) | ((in[13 + inpos]) << 25); - out[12 + outpos] = ((in[13 + inpos]) >>> (29 - 22)) + out[12 + outpos] = ((in[13 + inpos] & 536870911) >>> (29 - 22)) | ((in[14 + inpos]) << 22); - out[13 + outpos] = ((in[14 + inpos]) >>> (29 - 19)) + out[13 + outpos] = ((in[14 + inpos] & 536870911) >>> (29 - 19)) | ((in[15 + inpos]) << 19); - out[14 + outpos] = ((in[15 + inpos]) >>> (29 - 16)) + out[14 + outpos] = ((in[15 + inpos] & 536870911) >>> (29 - 16)) | ((in[16 + inpos]) << 16); - out[15 + outpos] = ((in[16 + inpos]) >>> (29 - 13)) + out[15 + outpos] = ((in[16 + inpos] & 536870911) >>> (29 - 13)) | ((in[17 + inpos]) << 13); - out[16 + outpos] = ((in[17 + inpos]) >>> (29 - 10)) + out[16 + outpos] = ((in[17 + inpos] & 536870911) >>> (29 - 10)) | ((in[18 + inpos]) << 10); - out[17 + outpos] = ((in[18 + inpos]) >>> (29 - 7)) + out[17 + outpos] = ((in[18 + inpos] & 536870911) >>> (29 - 7)) | ((in[19 + inpos]) << 7); - out[18 + outpos] = ((in[19 + inpos]) >>> (29 - 4)) + out[18 + outpos] = ((in[19 + inpos] & 536870911) >>> (29 - 4)) | ((in[20 + inpos]) << 4); - out[19 + outpos] = ((in[20 + inpos]) >>> (29 - 1)) - | ((in[21 + inpos]) << 1) | ((in[22 + inpos]) << 30); - out[20 + outpos] = ((in[22 + inpos]) >>> (29 - 27)) + out[19 + outpos] = ((in[20 + inpos] & 536870911) >>> (29 - 1)) + | ((in[21 + inpos] & 536870911) << 1) + | ((in[22 + inpos]) << 30); + out[20 + outpos] = ((in[22 + inpos] & 536870911) >>> (29 - 27)) | ((in[23 + inpos]) << 27); - out[21 + outpos] = ((in[23 + inpos]) >>> (29 - 24)) + out[21 + outpos] = ((in[23 + inpos] & 536870911) >>> (29 - 24)) | ((in[24 + inpos]) << 24); - out[22 + outpos] = ((in[24 + inpos]) >>> (29 - 21)) + out[22 + outpos] = ((in[24 + inpos] & 536870911) >>> (29 - 21)) | ((in[25 + inpos]) << 21); - out[23 + outpos] = ((in[25 + inpos]) >>> (29 - 18)) + out[23 + outpos] = ((in[25 + inpos] & 536870911) >>> (29 - 18)) | ((in[26 + inpos]) << 18); - out[24 + outpos] = ((in[26 + inpos]) >>> (29 - 15)) + out[24 + outpos] = ((in[26 + inpos] & 536870911) >>> (29 - 15)) | ((in[27 + inpos]) << 15); - out[25 + outpos] = ((in[27 + inpos]) >>> (29 - 12)) + out[25 + outpos] = ((in[27 + inpos] & 536870911) >>> (29 - 12)) | ((in[28 + inpos]) << 12); - out[26 + outpos] = ((in[28 + inpos]) >>> (29 - 9)) + out[26 + outpos] = ((in[28 + inpos] & 536870911) >>> (29 - 9)) | ((in[29 + inpos]) << 9); - out[27 + outpos] = ((in[29 + inpos]) >>> (29 - 6)) + out[27 + outpos] = ((in[29 + inpos] & 536870911) >>> (29 - 6)) | ((in[30 + inpos]) << 6); - out[28 + outpos] = ((in[30 + inpos]) >>> (29 - 3)) + out[28 + outpos] = ((in[30 + inpos] & 536870911) >>> (29 - 3)) | ((in[31 + inpos]) << 3); } - protected static void fastpackwithoutmask30(final int[] in, int inpos, + protected static void fastpack3(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 30); - out[1 + outpos] = ((in[1 + inpos]) >>> (30 - 28)) - | ((in[2 + inpos]) << 28); - out[2 + outpos] = ((in[2 + inpos]) >>> (30 - 26)) - | ((in[3 + inpos]) << 26); - out[3 + outpos] = ((in[3 + inpos]) >>> (30 - 24)) - | ((in[4 + inpos]) << 24); - out[4 + outpos] = ((in[4 + inpos]) >>> (30 - 22)) - | ((in[5 + inpos]) << 22); - out[5 + outpos] = ((in[5 + inpos]) >>> (30 - 20)) - | ((in[6 + inpos]) << 20); - out[6 + outpos] = ((in[6 + inpos]) >>> (30 - 18)) - | ((in[7 + inpos]) << 18); - out[7 + outpos] = ((in[7 + inpos]) >>> (30 - 16)) - | ((in[8 + inpos]) << 16); - out[8 + outpos] = ((in[8 + inpos]) >>> (30 - 14)) - | ((in[9 + inpos]) << 14); - out[9 + outpos] = ((in[9 + inpos]) >>> (30 - 12)) - | ((in[10 + inpos]) << 12); - out[10 + outpos] = ((in[10 + inpos]) >>> (30 - 10)) - | ((in[11 + inpos]) << 10); - out[11 + outpos] = ((in[11 + inpos]) >>> (30 - 8)) - | ((in[12 + inpos]) << 8); - out[12 + outpos] = ((in[12 + inpos]) >>> (30 - 6)) - | ((in[13 + inpos]) << 6); - out[13 + outpos] = ((in[13 + inpos]) >>> (30 - 4)) - | ((in[14 + inpos]) << 4); - out[14 + outpos] = ((in[14 + inpos]) >>> (30 - 2)) - | ((in[15 + inpos]) << 2); - out[15 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 30); - out[16 + outpos] = ((in[17 + inpos]) >>> (30 - 28)) - | ((in[18 + inpos]) << 28); - out[17 + outpos] = ((in[18 + inpos]) >>> (30 - 26)) - | ((in[19 + inpos]) << 26); - out[18 + outpos] = ((in[19 + inpos]) >>> (30 - 24)) + out[0 + outpos] = (in[0 + inpos] & 7) + | ((in[1 + inpos] & 7) << 3) + | ((in[2 + inpos] & 7) << 6) + | ((in[3 + inpos] & 7) << 9) + | ((in[4 + inpos] & 7) << 12) + | ((in[5 + inpos] & 7) << 15) + | ((in[6 + inpos] & 7) << 18) + | ((in[7 + inpos] & 7) << 21) + | ((in[8 + inpos] & 7) << 24) + | ((in[9 + inpos] & 7) << 27) + | ((in[10 + inpos]) << 30); + out[1 + outpos] = ((in[10 + inpos] & 7) >>> (3 - 1)) + | ((in[11 + inpos] & 7) << 1) + | ((in[12 + inpos] & 7) << 4) + | ((in[13 + inpos] & 7) << 7) + | ((in[14 + inpos] & 7) << 10) + | ((in[15 + inpos] & 7) << 13) + | ((in[16 + inpos] & 7) << 16) + | ((in[17 + inpos] & 7) << 19) + | ((in[18 + inpos] & 7) << 22) + | ((in[19 + inpos] & 7) << 25) + | ((in[20 + inpos] & 7) << 28) + | ((in[21 + inpos]) << 31); + out[2 + outpos] = ((in[21 + inpos] & 7) >>> (3 - 2)) + | ((in[22 + inpos] & 7) << 2) + | ((in[23 + inpos] & 7) << 5) + | ((in[24 + inpos] & 7) << 8) + | ((in[25 + inpos] & 7) << 11) + | ((in[26 + inpos] & 7) << 14) + | ((in[27 + inpos] & 7) << 17) + | ((in[28 + inpos] & 7) << 20) + | ((in[29 + inpos] & 7) << 23) + | ((in[30 + inpos] & 7) << 26) + | ((in[31 + inpos]) << 29); + } + + protected static void fastpack30(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = (in[0 + inpos] & 1073741823) + | ((in[1 + inpos]) << 30); + out[1 + outpos] = ((in[1 + inpos] & 1073741823) >>> (30 - 28)) + | ((in[2 + inpos]) << 28); + out[2 + outpos] = ((in[2 + inpos] & 1073741823) >>> (30 - 26)) + | ((in[3 + inpos]) << 26); + out[3 + outpos] = ((in[3 + inpos] & 1073741823) >>> (30 - 24)) + | ((in[4 + inpos]) << 24); + out[4 + outpos] = ((in[4 + inpos] & 1073741823) >>> (30 - 22)) + | ((in[5 + inpos]) << 22); + out[5 + outpos] = ((in[5 + inpos] & 1073741823) >>> (30 - 20)) + | ((in[6 + inpos]) << 20); + out[6 + outpos] = ((in[6 + inpos] & 1073741823) >>> (30 - 18)) + | ((in[7 + inpos]) << 18); + out[7 + outpos] = ((in[7 + inpos] & 1073741823) >>> (30 - 16)) + | ((in[8 + inpos]) << 16); + out[8 + outpos] = ((in[8 + inpos] & 1073741823) >>> (30 - 14)) + | ((in[9 + inpos]) << 14); + out[9 + outpos] = ((in[9 + inpos] & 1073741823) >>> (30 - 12)) + | ((in[10 + inpos]) << 12); + out[10 + outpos] = ((in[10 + inpos] & 1073741823) >>> (30 - 10)) + | ((in[11 + inpos]) << 10); + out[11 + outpos] = ((in[11 + inpos] & 1073741823) >>> (30 - 8)) + | ((in[12 + inpos]) << 8); + out[12 + outpos] = ((in[12 + inpos] & 1073741823) >>> (30 - 6)) + | ((in[13 + inpos]) << 6); + out[13 + outpos] = ((in[13 + inpos] & 1073741823) >>> (30 - 4)) + | ((in[14 + inpos]) << 4); + out[14 + outpos] = ((in[14 + inpos] & 1073741823) >>> (30 - 2)) + | ((in[15 + inpos]) << 2); + out[15 + outpos] = (in[16 + inpos] & 1073741823) + | ((in[17 + inpos]) << 30); + out[16 + outpos] = ((in[17 + inpos] & 1073741823) >>> (30 - 28)) + | ((in[18 + inpos]) << 28); + out[17 + outpos] = ((in[18 + inpos] & 1073741823) >>> (30 - 26)) + | ((in[19 + inpos]) << 26); + out[18 + outpos] = ((in[19 + inpos] & 1073741823) >>> (30 - 24)) | ((in[20 + inpos]) << 24); - out[19 + outpos] = ((in[20 + inpos]) >>> (30 - 22)) + out[19 + outpos] = ((in[20 + inpos] & 1073741823) >>> (30 - 22)) | ((in[21 + inpos]) << 22); - out[20 + outpos] = ((in[21 + inpos]) >>> (30 - 20)) + out[20 + outpos] = ((in[21 + inpos] & 1073741823) >>> (30 - 20)) | ((in[22 + inpos]) << 20); - out[21 + outpos] = ((in[22 + inpos]) >>> (30 - 18)) + out[21 + outpos] = ((in[22 + inpos] & 1073741823) >>> (30 - 18)) | ((in[23 + inpos]) << 18); - out[22 + outpos] = ((in[23 + inpos]) >>> (30 - 16)) + out[22 + outpos] = ((in[23 + inpos] & 1073741823) >>> (30 - 16)) | ((in[24 + inpos]) << 16); - out[23 + outpos] = ((in[24 + inpos]) >>> (30 - 14)) + out[23 + outpos] = ((in[24 + inpos] & 1073741823) >>> (30 - 14)) | ((in[25 + inpos]) << 14); - out[24 + outpos] = ((in[25 + inpos]) >>> (30 - 12)) + out[24 + outpos] = ((in[25 + inpos] & 1073741823) >>> (30 - 12)) | ((in[26 + inpos]) << 12); - out[25 + outpos] = ((in[26 + inpos]) >>> (30 - 10)) + out[25 + outpos] = ((in[26 + inpos] & 1073741823) >>> (30 - 10)) | ((in[27 + inpos]) << 10); - out[26 + outpos] = ((in[27 + inpos]) >>> (30 - 8)) + out[26 + outpos] = ((in[27 + inpos] & 1073741823) >>> (30 - 8)) | ((in[28 + inpos]) << 8); - out[27 + outpos] = ((in[28 + inpos]) >>> (30 - 6)) + out[27 + outpos] = ((in[28 + inpos] & 1073741823) >>> (30 - 6)) | ((in[29 + inpos]) << 6); - out[28 + outpos] = ((in[29 + inpos]) >>> (30 - 4)) + out[28 + outpos] = ((in[29 + inpos] & 1073741823) >>> (30 - 4)) | ((in[30 + inpos]) << 4); - out[29 + outpos] = ((in[30 + inpos]) >>> (30 - 2)) + out[29 + outpos] = ((in[30 + inpos] & 1073741823) >>> (30 - 2)) | ((in[31 + inpos]) << 2); } - protected static void fastpackwithoutmask31(final int[] in, int inpos, + protected static void fastpack31(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 31); - out[1 + outpos] = ((in[1 + inpos]) >>> (31 - 30)) + out[0 + outpos] = (in[0 + inpos] & 2147483647) + | ((in[1 + inpos]) << 31); + out[1 + outpos] = ((in[1 + inpos] & 2147483647) >>> (31 - 30)) | ((in[2 + inpos]) << 30); - out[2 + outpos] = ((in[2 + inpos]) >>> (31 - 29)) + out[2 + outpos] = ((in[2 + inpos] & 2147483647) >>> (31 - 29)) | ((in[3 + inpos]) << 29); - out[3 + outpos] = ((in[3 + inpos]) >>> (31 - 28)) + out[3 + outpos] = ((in[3 + inpos] & 2147483647) >>> (31 - 28)) | ((in[4 + inpos]) << 28); - out[4 + outpos] = ((in[4 + inpos]) >>> (31 - 27)) + out[4 + outpos] = ((in[4 + inpos] & 2147483647) >>> (31 - 27)) | ((in[5 + inpos]) << 27); - out[5 + outpos] = ((in[5 + inpos]) >>> (31 - 26)) + out[5 + outpos] = ((in[5 + inpos] & 2147483647) >>> (31 - 26)) | ((in[6 + inpos]) << 26); - out[6 + outpos] = ((in[6 + inpos]) >>> (31 - 25)) + out[6 + outpos] = ((in[6 + inpos] & 2147483647) >>> (31 - 25)) | ((in[7 + inpos]) << 25); - out[7 + outpos] = ((in[7 + inpos]) >>> (31 - 24)) + out[7 + outpos] = ((in[7 + inpos] & 2147483647) >>> (31 - 24)) | ((in[8 + inpos]) << 24); - out[8 + outpos] = ((in[8 + inpos]) >>> (31 - 23)) + out[8 + outpos] = ((in[8 + inpos] & 2147483647) >>> (31 - 23)) | ((in[9 + inpos]) << 23); - out[9 + outpos] = ((in[9 + inpos]) >>> (31 - 22)) + out[9 + outpos] = ((in[9 + inpos] & 2147483647) >>> (31 - 22)) | ((in[10 + inpos]) << 22); - out[10 + outpos] = ((in[10 + inpos]) >>> (31 - 21)) + out[10 + outpos] = ((in[10 + inpos] & 2147483647) >>> (31 - 21)) | ((in[11 + inpos]) << 21); - out[11 + outpos] = ((in[11 + inpos]) >>> (31 - 20)) + out[11 + outpos] = ((in[11 + inpos] & 2147483647) >>> (31 - 20)) | ((in[12 + inpos]) << 20); - out[12 + outpos] = ((in[12 + inpos]) >>> (31 - 19)) + out[12 + outpos] = ((in[12 + inpos] & 2147483647) >>> (31 - 19)) | ((in[13 + inpos]) << 19); - out[13 + outpos] = ((in[13 + inpos]) >>> (31 - 18)) + out[13 + outpos] = ((in[13 + inpos] & 2147483647) >>> (31 - 18)) | ((in[14 + inpos]) << 18); - out[14 + outpos] = ((in[14 + inpos]) >>> (31 - 17)) + out[14 + outpos] = ((in[14 + inpos] & 2147483647) >>> (31 - 17)) | ((in[15 + inpos]) << 17); - out[15 + outpos] = ((in[15 + inpos]) >>> (31 - 16)) + out[15 + outpos] = ((in[15 + inpos] & 2147483647) >>> (31 - 16)) | ((in[16 + inpos]) << 16); - out[16 + outpos] = ((in[16 + inpos]) >>> (31 - 15)) + out[16 + outpos] = ((in[16 + inpos] & 2147483647) >>> (31 - 15)) | ((in[17 + inpos]) << 15); - out[17 + outpos] = ((in[17 + inpos]) >>> (31 - 14)) + out[17 + outpos] = ((in[17 + inpos] & 2147483647) >>> (31 - 14)) | ((in[18 + inpos]) << 14); - out[18 + outpos] = ((in[18 + inpos]) >>> (31 - 13)) + out[18 + outpos] = ((in[18 + inpos] & 2147483647) >>> (31 - 13)) | ((in[19 + inpos]) << 13); - out[19 + outpos] = ((in[19 + inpos]) >>> (31 - 12)) + out[19 + outpos] = ((in[19 + inpos] & 2147483647) >>> (31 - 12)) | ((in[20 + inpos]) << 12); - out[20 + outpos] = ((in[20 + inpos]) >>> (31 - 11)) + out[20 + outpos] = ((in[20 + inpos] & 2147483647) >>> (31 - 11)) | ((in[21 + inpos]) << 11); - out[21 + outpos] = ((in[21 + inpos]) >>> (31 - 10)) + out[21 + outpos] = ((in[21 + inpos] & 2147483647) >>> (31 - 10)) | ((in[22 + inpos]) << 10); - out[22 + outpos] = ((in[22 + inpos]) >>> (31 - 9)) + out[22 + outpos] = ((in[22 + inpos] & 2147483647) >>> (31 - 9)) | ((in[23 + inpos]) << 9); - out[23 + outpos] = ((in[23 + inpos]) >>> (31 - 8)) + out[23 + outpos] = ((in[23 + inpos] & 2147483647) >>> (31 - 8)) | ((in[24 + inpos]) << 8); - out[24 + outpos] = ((in[24 + inpos]) >>> (31 - 7)) + out[24 + outpos] = ((in[24 + inpos] & 2147483647) >>> (31 - 7)) | ((in[25 + inpos]) << 7); - out[25 + outpos] = ((in[25 + inpos]) >>> (31 - 6)) + out[25 + outpos] = ((in[25 + inpos] & 2147483647) >>> (31 - 6)) | ((in[26 + inpos]) << 6); - out[26 + outpos] = ((in[26 + inpos]) >>> (31 - 5)) + out[26 + outpos] = ((in[26 + inpos] & 2147483647) >>> (31 - 5)) | ((in[27 + inpos]) << 5); - out[27 + outpos] = ((in[27 + inpos]) >>> (31 - 4)) + out[27 + outpos] = ((in[27 + inpos] & 2147483647) >>> (31 - 4)) | ((in[28 + inpos]) << 4); - out[28 + outpos] = ((in[28 + inpos]) >>> (31 - 3)) + out[28 + outpos] = ((in[28 + inpos] & 2147483647) >>> (31 - 3)) | ((in[29 + inpos]) << 3); - out[29 + outpos] = ((in[29 + inpos]) >>> (31 - 2)) + out[29 + outpos] = ((in[29 + inpos] & 2147483647) >>> (31 - 2)) | ((in[30 + inpos]) << 2); - out[30 + outpos] = ((in[30 + inpos]) >>> (31 - 1)) + out[30 + outpos] = ((in[30 + inpos] & 2147483647) >>> (31 - 1)) | ((in[31 + inpos]) << 1); } - protected static void fastpack1(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 1) - | ((in[1 + inpos] & 1) << 1) - | ((in[2 + inpos] & 1) << 2) - | ((in[3 + inpos] & 1) << 3) - | ((in[4 + inpos] & 1) << 4) - | ((in[5 + inpos] & 1) << 5) - | ((in[6 + inpos] & 1) << 6) - | ((in[7 + inpos] & 1) << 7) - | ((in[8 + inpos] & 1) << 8) - | ((in[9 + inpos] & 1) << 9) - | ((in[10 + inpos] & 1) << 10) - | ((in[11 + inpos] & 1) << 11) - | ((in[12 + inpos] & 1) << 12) - | ((in[13 + inpos] & 1) << 13) - | ((in[14 + inpos] & 1) << 14) - | ((in[15 + inpos] & 1) << 15) - | ((in[16 + inpos] & 1) << 16) - | ((in[17 + inpos] & 1) << 17) - | ((in[18 + inpos] & 1) << 18) - | ((in[19 + inpos] & 1) << 19) - | ((in[20 + inpos] & 1) << 20) - | ((in[21 + inpos] & 1) << 21) - | ((in[22 + inpos] & 1) << 22) - | ((in[23 + inpos] & 1) << 23) - | ((in[24 + inpos] & 1) << 24) - | ((in[25 + inpos] & 1) << 25) - | ((in[26 + inpos] & 1) << 26) - | ((in[27 + inpos] & 1) << 27) - | ((in[28 + inpos] & 1) << 28) - | ((in[29 + inpos] & 1) << 29) - | ((in[30 + inpos] & 1) << 30) - | ((in[31 + inpos]) << 31); - } - - protected static void fastpack2(final int[] in, int inpos, + protected static void fastpack32(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 3) - | ((in[1 + inpos] & 3) << 2) - | ((in[2 + inpos] & 3) << 4) - | ((in[3 + inpos] & 3) << 6) - | ((in[4 + inpos] & 3) << 8) - | ((in[5 + inpos] & 3) << 10) - | ((in[6 + inpos] & 3) << 12) - | ((in[7 + inpos] & 3) << 14) - | ((in[8 + inpos] & 3) << 16) - | ((in[9 + inpos] & 3) << 18) - | ((in[10 + inpos] & 3) << 20) - | ((in[11 + inpos] & 3) << 22) - | ((in[12 + inpos] & 3) << 24) - | ((in[13 + inpos] & 3) << 26) - | ((in[14 + inpos] & 3) << 28) - | ((in[15 + inpos]) << 30); - out[1 + outpos] = (in[16 + inpos] & 3) - | ((in[17 + inpos] & 3) << 2) - | ((in[18 + inpos] & 3) << 4) - | ((in[19 + inpos] & 3) << 6) - | ((in[20 + inpos] & 3) << 8) - | ((in[21 + inpos] & 3) << 10) - | ((in[22 + inpos] & 3) << 12) - | ((in[23 + inpos] & 3) << 14) - | ((in[24 + inpos] & 3) << 16) - | ((in[25 + inpos] & 3) << 18) - | ((in[26 + inpos] & 3) << 20) - | ((in[27 + inpos] & 3) << 22) - | ((in[28 + inpos] & 3) << 24) - | ((in[29 + inpos] & 3) << 26) - | ((in[30 + inpos] & 3) << 28) - | ((in[31 + inpos]) << 30); + System.arraycopy(in, inpos, out, outpos, 32); } - protected static void fastpack3(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 7) - | ((in[1 + inpos] & 7) << 3) - | ((in[2 + inpos] & 7) << 6) - | ((in[3 + inpos] & 7) << 9) - | ((in[4 + inpos] & 7) << 12) - | ((in[5 + inpos] & 7) << 15) - | ((in[6 + inpos] & 7) << 18) - | ((in[7 + inpos] & 7) << 21) - | ((in[8 + inpos] & 7) << 24) - | ((in[9 + inpos] & 7) << 27) - | ((in[10 + inpos]) << 30); - out[1 + outpos] = ((in[10 + inpos] & 7) >>> (3 - 1)) - | ((in[11 + inpos] & 7) << 1) - | ((in[12 + inpos] & 7) << 4) - | ((in[13 + inpos] & 7) << 7) - | ((in[14 + inpos] & 7) << 10) - | ((in[15 + inpos] & 7) << 13) - | ((in[16 + inpos] & 7) << 16) - | ((in[17 + inpos] & 7) << 19) - | ((in[18 + inpos] & 7) << 22) - | ((in[19 + inpos] & 7) << 25) - | ((in[20 + inpos] & 7) << 28) - | ((in[21 + inpos]) << 31); - out[2 + outpos] = ((in[21 + inpos] & 7) >>> (3 - 2)) - | ((in[22 + inpos] & 7) << 2) - | ((in[23 + inpos] & 7) << 5) - | ((in[24 + inpos] & 7) << 8) - | ((in[25 + inpos] & 7) << 11) - | ((in[26 + inpos] & 7) << 14) - | ((in[27 + inpos] & 7) << 17) - | ((in[28 + inpos] & 7) << 20) - | ((in[29 + inpos] & 7) << 23) - | ((in[30 + inpos] & 7) << 26) - | ((in[31 + inpos]) << 29); - } - - protected static void fastpack4(final int[] in, int inpos, + protected static void fastpack4(final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] & 15) | ((in[1 + inpos] & 15) << 4) @@ -1548,1536 +1696,1482 @@ protected static void fastpack9(final int[] in, int inpos, | ((in[31 + inpos]) << 23); } - protected static void fastpack10(final int[] in, int inpos, + /** + * Unpack 32 integers + * + * @param in + * source array + * @param inpos + * position in source array + * @param out + * output array + * @param outpos + * position in output array + * @param bit + * number of bits to use per integer + */ + public static void fastpackwithoutmask(final int[] in, final int inpos, + final int[] out, final int outpos, final int bit) { + switch (bit) { + case 0: + fastpackwithoutmask0(in, inpos, out, outpos); + break; + case 1: + fastpackwithoutmask1(in, inpos, out, outpos); + break; + case 2: + fastpackwithoutmask2(in, inpos, out, outpos); + break; + case 3: + fastpackwithoutmask3(in, inpos, out, outpos); + break; + case 4: + fastpackwithoutmask4(in, inpos, out, outpos); + break; + case 5: + fastpackwithoutmask5(in, inpos, out, outpos); + break; + case 6: + fastpackwithoutmask6(in, inpos, out, outpos); + break; + case 7: + fastpackwithoutmask7(in, inpos, out, outpos); + break; + case 8: + fastpackwithoutmask8(in, inpos, out, outpos); + break; + case 9: + fastpackwithoutmask9(in, inpos, out, outpos); + break; + case 10: + fastpackwithoutmask10(in, inpos, out, outpos); + break; + case 11: + fastpackwithoutmask11(in, inpos, out, outpos); + break; + case 12: + fastpackwithoutmask12(in, inpos, out, outpos); + break; + case 13: + fastpackwithoutmask13(in, inpos, out, outpos); + break; + case 14: + fastpackwithoutmask14(in, inpos, out, outpos); + break; + case 15: + fastpackwithoutmask15(in, inpos, out, outpos); + break; + case 16: + fastpackwithoutmask16(in, inpos, out, outpos); + break; + case 17: + fastpackwithoutmask17(in, inpos, out, outpos); + break; + case 18: + fastpackwithoutmask18(in, inpos, out, outpos); + break; + case 19: + fastpackwithoutmask19(in, inpos, out, outpos); + break; + case 20: + fastpackwithoutmask20(in, inpos, out, outpos); + break; + case 21: + fastpackwithoutmask21(in, inpos, out, outpos); + break; + case 22: + fastpackwithoutmask22(in, inpos, out, outpos); + break; + case 23: + fastpackwithoutmask23(in, inpos, out, outpos); + break; + case 24: + fastpackwithoutmask24(in, inpos, out, outpos); + break; + case 25: + fastpackwithoutmask25(in, inpos, out, outpos); + break; + case 26: + fastpackwithoutmask26(in, inpos, out, outpos); + break; + case 27: + fastpackwithoutmask27(in, inpos, out, outpos); + break; + case 28: + fastpackwithoutmask28(in, inpos, out, outpos); + break; + case 29: + fastpackwithoutmask29(in, inpos, out, outpos); + break; + case 30: + fastpackwithoutmask30(in, inpos, out, outpos); + break; + case 31: + fastpackwithoutmask31(in, inpos, out, outpos); + break; + case 32: + fastpackwithoutmask32(in, inpos, out, outpos); + break; + default: + throw new IllegalArgumentException( + "Unsupported bit width."); + } + } + + protected static void fastpackwithoutmask0(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 1023) - | ((in[1 + inpos] & 1023) << 10) - | ((in[2 + inpos] & 1023) << 20) - | ((in[3 + inpos]) << 30); - out[1 + outpos] = ((in[3 + inpos] & 1023) >>> (10 - 8)) - | ((in[4 + inpos] & 1023) << 8) - | ((in[5 + inpos] & 1023) << 18) + // nothing + } + + protected static void fastpackwithoutmask1(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 1) + | ((in[2 + inpos]) << 2) | ((in[3 + inpos]) << 3) + | ((in[4 + inpos]) << 4) | ((in[5 + inpos]) << 5) + | ((in[6 + inpos]) << 6) | ((in[7 + inpos]) << 7) + | ((in[8 + inpos]) << 8) | ((in[9 + inpos]) << 9) + | ((in[10 + inpos]) << 10) | ((in[11 + inpos]) << 11) + | ((in[12 + inpos]) << 12) | ((in[13 + inpos]) << 13) + | ((in[14 + inpos]) << 14) | ((in[15 + inpos]) << 15) + | ((in[16 + inpos]) << 16) | ((in[17 + inpos]) << 17) + | ((in[18 + inpos]) << 18) | ((in[19 + inpos]) << 19) + | ((in[20 + inpos]) << 20) | ((in[21 + inpos]) << 21) + | ((in[22 + inpos]) << 22) | ((in[23 + inpos]) << 23) + | ((in[24 + inpos]) << 24) | ((in[25 + inpos]) << 25) + | ((in[26 + inpos]) << 26) | ((in[27 + inpos]) << 27) + | ((in[28 + inpos]) << 28) | ((in[29 + inpos]) << 29) + | ((in[30 + inpos]) << 30) | ((in[31 + inpos]) << 31); + } + + protected static void fastpackwithoutmask10(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 10) + | ((in[2 + inpos]) << 20) | ((in[3 + inpos]) << 30); + out[1 + outpos] = ((in[3 + inpos]) >>> (10 - 8)) + | ((in[4 + inpos]) << 8) | ((in[5 + inpos]) << 18) | ((in[6 + inpos]) << 28); - out[2 + outpos] = ((in[6 + inpos] & 1023) >>> (10 - 6)) - | ((in[7 + inpos] & 1023) << 6) - | ((in[8 + inpos] & 1023) << 16) + out[2 + outpos] = ((in[6 + inpos]) >>> (10 - 6)) + | ((in[7 + inpos]) << 6) | ((in[8 + inpos]) << 16) | ((in[9 + inpos]) << 26); - out[3 + outpos] = ((in[9 + inpos] & 1023) >>> (10 - 4)) - | ((in[10 + inpos] & 1023) << 4) - | ((in[11 + inpos] & 1023) << 14) + out[3 + outpos] = ((in[9 + inpos]) >>> (10 - 4)) + | ((in[10 + inpos]) << 4) | ((in[11 + inpos]) << 14) | ((in[12 + inpos]) << 24); - out[4 + outpos] = ((in[12 + inpos] & 1023) >>> (10 - 2)) - | ((in[13 + inpos] & 1023) << 2) - | ((in[14 + inpos] & 1023) << 12) + out[4 + outpos] = ((in[12 + inpos]) >>> (10 - 2)) + | ((in[13 + inpos]) << 2) | ((in[14 + inpos]) << 12) | ((in[15 + inpos]) << 22); - out[5 + outpos] = (in[16 + inpos] & 1023) - | ((in[17 + inpos] & 1023) << 10) - | ((in[18 + inpos] & 1023) << 20) - | ((in[19 + inpos]) << 30); - out[6 + outpos] = ((in[19 + inpos] & 1023) >>> (10 - 8)) - | ((in[20 + inpos] & 1023) << 8) - | ((in[21 + inpos] & 1023) << 18) + out[5 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 10) + | ((in[18 + inpos]) << 20) | ((in[19 + inpos]) << 30); + out[6 + outpos] = ((in[19 + inpos]) >>> (10 - 8)) + | ((in[20 + inpos]) << 8) | ((in[21 + inpos]) << 18) | ((in[22 + inpos]) << 28); - out[7 + outpos] = ((in[22 + inpos] & 1023) >>> (10 - 6)) - | ((in[23 + inpos] & 1023) << 6) - | ((in[24 + inpos] & 1023) << 16) + out[7 + outpos] = ((in[22 + inpos]) >>> (10 - 6)) + | ((in[23 + inpos]) << 6) | ((in[24 + inpos]) << 16) | ((in[25 + inpos]) << 26); - out[8 + outpos] = ((in[25 + inpos] & 1023) >>> (10 - 4)) - | ((in[26 + inpos] & 1023) << 4) - | ((in[27 + inpos] & 1023) << 14) + out[8 + outpos] = ((in[25 + inpos]) >>> (10 - 4)) + | ((in[26 + inpos]) << 4) | ((in[27 + inpos]) << 14) | ((in[28 + inpos]) << 24); - out[9 + outpos] = ((in[28 + inpos] & 1023) >>> (10 - 2)) - | ((in[29 + inpos] & 1023) << 2) - | ((in[30 + inpos] & 1023) << 12) + out[9 + outpos] = ((in[28 + inpos]) >>> (10 - 2)) + | ((in[29 + inpos]) << 2) | ((in[30 + inpos]) << 12) | ((in[31 + inpos]) << 22); } - protected static void fastpack11(final int[] in, int inpos, + protected static void fastpackwithoutmask11(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 2047) - | ((in[1 + inpos] & 2047) << 11) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 11) | ((in[2 + inpos]) << 22); - out[1 + outpos] = ((in[2 + inpos] & 2047) >>> (11 - 1)) - | ((in[3 + inpos] & 2047) << 1) - | ((in[4 + inpos] & 2047) << 12) + out[1 + outpos] = ((in[2 + inpos]) >>> (11 - 1)) + | ((in[3 + inpos]) << 1) | ((in[4 + inpos]) << 12) | ((in[5 + inpos]) << 23); - out[2 + outpos] = ((in[5 + inpos] & 2047) >>> (11 - 2)) - | ((in[6 + inpos] & 2047) << 2) - | ((in[7 + inpos] & 2047) << 13) + out[2 + outpos] = ((in[5 + inpos]) >>> (11 - 2)) + | ((in[6 + inpos]) << 2) | ((in[7 + inpos]) << 13) | ((in[8 + inpos]) << 24); - out[3 + outpos] = ((in[8 + inpos] & 2047) >>> (11 - 3)) - | ((in[9 + inpos] & 2047) << 3) - | ((in[10 + inpos] & 2047) << 14) + out[3 + outpos] = ((in[8 + inpos]) >>> (11 - 3)) + | ((in[9 + inpos]) << 3) | ((in[10 + inpos]) << 14) | ((in[11 + inpos]) << 25); - out[4 + outpos] = ((in[11 + inpos] & 2047) >>> (11 - 4)) - | ((in[12 + inpos] & 2047) << 4) - | ((in[13 + inpos] & 2047) << 15) + out[4 + outpos] = ((in[11 + inpos]) >>> (11 - 4)) + | ((in[12 + inpos]) << 4) | ((in[13 + inpos]) << 15) | ((in[14 + inpos]) << 26); - out[5 + outpos] = ((in[14 + inpos] & 2047) >>> (11 - 5)) - | ((in[15 + inpos] & 2047) << 5) - | ((in[16 + inpos] & 2047) << 16) + out[5 + outpos] = ((in[14 + inpos]) >>> (11 - 5)) + | ((in[15 + inpos]) << 5) | ((in[16 + inpos]) << 16) | ((in[17 + inpos]) << 27); - out[6 + outpos] = ((in[17 + inpos] & 2047) >>> (11 - 6)) - | ((in[18 + inpos] & 2047) << 6) - | ((in[19 + inpos] & 2047) << 17) + out[6 + outpos] = ((in[17 + inpos]) >>> (11 - 6)) + | ((in[18 + inpos]) << 6) | ((in[19 + inpos]) << 17) | ((in[20 + inpos]) << 28); - out[7 + outpos] = ((in[20 + inpos] & 2047) >>> (11 - 7)) - | ((in[21 + inpos] & 2047) << 7) - | ((in[22 + inpos] & 2047) << 18) + out[7 + outpos] = ((in[20 + inpos]) >>> (11 - 7)) + | ((in[21 + inpos]) << 7) | ((in[22 + inpos]) << 18) | ((in[23 + inpos]) << 29); - out[8 + outpos] = ((in[23 + inpos] & 2047) >>> (11 - 8)) - | ((in[24 + inpos] & 2047) << 8) - | ((in[25 + inpos] & 2047) << 19) + out[8 + outpos] = ((in[23 + inpos]) >>> (11 - 8)) + | ((in[24 + inpos]) << 8) | ((in[25 + inpos]) << 19) | ((in[26 + inpos]) << 30); - out[9 + outpos] = ((in[26 + inpos] & 2047) >>> (11 - 9)) - | ((in[27 + inpos] & 2047) << 9) - | ((in[28 + inpos] & 2047) << 20) + out[9 + outpos] = ((in[26 + inpos]) >>> (11 - 9)) + | ((in[27 + inpos]) << 9) | ((in[28 + inpos]) << 20) | ((in[29 + inpos]) << 31); - out[10 + outpos] = ((in[29 + inpos] & 2047) >>> (11 - 10)) - | ((in[30 + inpos] & 2047) << 10) - | ((in[31 + inpos]) << 21); + out[10 + outpos] = ((in[29 + inpos]) >>> (11 - 10)) + | ((in[30 + inpos]) << 10) | ((in[31 + inpos]) << 21); } - protected static void fastpack12(final int[] in, int inpos, + protected static void fastpackwithoutmask12(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 4095) - | ((in[1 + inpos] & 4095) << 12) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 12) | ((in[2 + inpos]) << 24); - out[1 + outpos] = ((in[2 + inpos] & 4095) >>> (12 - 4)) - | ((in[3 + inpos] & 4095) << 4) - | ((in[4 + inpos] & 4095) << 16) + out[1 + outpos] = ((in[2 + inpos]) >>> (12 - 4)) + | ((in[3 + inpos]) << 4) | ((in[4 + inpos]) << 16) | ((in[5 + inpos]) << 28); - out[2 + outpos] = ((in[5 + inpos] & 4095) >>> (12 - 8)) - | ((in[6 + inpos] & 4095) << 8) - | ((in[7 + inpos]) << 20); - out[3 + outpos] = (in[8 + inpos] & 4095) - | ((in[9 + inpos] & 4095) << 12) + out[2 + outpos] = ((in[5 + inpos]) >>> (12 - 8)) + | ((in[6 + inpos]) << 8) | ((in[7 + inpos]) << 20); + out[3 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 12) | ((in[10 + inpos]) << 24); - out[4 + outpos] = ((in[10 + inpos] & 4095) >>> (12 - 4)) - | ((in[11 + inpos] & 4095) << 4) - | ((in[12 + inpos] & 4095) << 16) + out[4 + outpos] = ((in[10 + inpos]) >>> (12 - 4)) + | ((in[11 + inpos]) << 4) | ((in[12 + inpos]) << 16) | ((in[13 + inpos]) << 28); - out[5 + outpos] = ((in[13 + inpos] & 4095) >>> (12 - 8)) - | ((in[14 + inpos] & 4095) << 8) - | ((in[15 + inpos]) << 20); - out[6 + outpos] = (in[16 + inpos] & 4095) - | ((in[17 + inpos] & 4095) << 12) + out[5 + outpos] = ((in[13 + inpos]) >>> (12 - 8)) + | ((in[14 + inpos]) << 8) | ((in[15 + inpos]) << 20); + out[6 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 12) | ((in[18 + inpos]) << 24); - out[7 + outpos] = ((in[18 + inpos] & 4095) >>> (12 - 4)) - | ((in[19 + inpos] & 4095) << 4) - | ((in[20 + inpos] & 4095) << 16) + out[7 + outpos] = ((in[18 + inpos]) >>> (12 - 4)) + | ((in[19 + inpos]) << 4) | ((in[20 + inpos]) << 16) | ((in[21 + inpos]) << 28); - out[8 + outpos] = ((in[21 + inpos] & 4095) >>> (12 - 8)) - | ((in[22 + inpos] & 4095) << 8) - | ((in[23 + inpos]) << 20); - out[9 + outpos] = (in[24 + inpos] & 4095) - | ((in[25 + inpos] & 4095) << 12) + out[8 + outpos] = ((in[21 + inpos]) >>> (12 - 8)) + | ((in[22 + inpos]) << 8) | ((in[23 + inpos]) << 20); + out[9 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 12) | ((in[26 + inpos]) << 24); - out[10 + outpos] = ((in[26 + inpos] & 4095) >>> (12 - 4)) - | ((in[27 + inpos] & 4095) << 4) - | ((in[28 + inpos] & 4095) << 16) + out[10 + outpos] = ((in[26 + inpos]) >>> (12 - 4)) + | ((in[27 + inpos]) << 4) | ((in[28 + inpos]) << 16) | ((in[29 + inpos]) << 28); - out[11 + outpos] = ((in[29 + inpos] & 4095) >>> (12 - 8)) - | ((in[30 + inpos] & 4095) << 8) - | ((in[31 + inpos]) << 20); + out[11 + outpos] = ((in[29 + inpos]) >>> (12 - 8)) + | ((in[30 + inpos]) << 8) | ((in[31 + inpos]) << 20); } - protected static void fastpack13(final int[] in, int inpos, + protected static void fastpackwithoutmask13(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 8191) - | ((in[1 + inpos] & 8191) << 13) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 13) | ((in[2 + inpos]) << 26); - out[1 + outpos] = ((in[2 + inpos] & 8191) >>> (13 - 7)) - | ((in[3 + inpos] & 8191) << 7) - | ((in[4 + inpos]) << 20); - out[2 + outpos] = ((in[4 + inpos] & 8191) >>> (13 - 1)) - | ((in[5 + inpos] & 8191) << 1) - | ((in[6 + inpos] & 8191) << 14) + out[1 + outpos] = ((in[2 + inpos]) >>> (13 - 7)) + | ((in[3 + inpos]) << 7) | ((in[4 + inpos]) << 20); + out[2 + outpos] = ((in[4 + inpos]) >>> (13 - 1)) + | ((in[5 + inpos]) << 1) | ((in[6 + inpos]) << 14) | ((in[7 + inpos]) << 27); - out[3 + outpos] = ((in[7 + inpos] & 8191) >>> (13 - 8)) - | ((in[8 + inpos] & 8191) << 8) - | ((in[9 + inpos]) << 21); - out[4 + outpos] = ((in[9 + inpos] & 8191) >>> (13 - 2)) - | ((in[10 + inpos] & 8191) << 2) - | ((in[11 + inpos] & 8191) << 15) + out[3 + outpos] = ((in[7 + inpos]) >>> (13 - 8)) + | ((in[8 + inpos]) << 8) | ((in[9 + inpos]) << 21); + out[4 + outpos] = ((in[9 + inpos]) >>> (13 - 2)) + | ((in[10 + inpos]) << 2) | ((in[11 + inpos]) << 15) | ((in[12 + inpos]) << 28); - out[5 + outpos] = ((in[12 + inpos] & 8191) >>> (13 - 9)) - | ((in[13 + inpos] & 8191) << 9) - | ((in[14 + inpos]) << 22); - out[6 + outpos] = ((in[14 + inpos] & 8191) >>> (13 - 3)) - | ((in[15 + inpos] & 8191) << 3) - | ((in[16 + inpos] & 8191) << 16) + out[5 + outpos] = ((in[12 + inpos]) >>> (13 - 9)) + | ((in[13 + inpos]) << 9) | ((in[14 + inpos]) << 22); + out[6 + outpos] = ((in[14 + inpos]) >>> (13 - 3)) + | ((in[15 + inpos]) << 3) | ((in[16 + inpos]) << 16) | ((in[17 + inpos]) << 29); - out[7 + outpos] = ((in[17 + inpos] & 8191) >>> (13 - 10)) - | ((in[18 + inpos] & 8191) << 10) - | ((in[19 + inpos]) << 23); - out[8 + outpos] = ((in[19 + inpos] & 8191) >>> (13 - 4)) - | ((in[20 + inpos] & 8191) << 4) - | ((in[21 + inpos] & 8191) << 17) + out[7 + outpos] = ((in[17 + inpos]) >>> (13 - 10)) + | ((in[18 + inpos]) << 10) | ((in[19 + inpos]) << 23); + out[8 + outpos] = ((in[19 + inpos]) >>> (13 - 4)) + | ((in[20 + inpos]) << 4) | ((in[21 + inpos]) << 17) | ((in[22 + inpos]) << 30); - out[9 + outpos] = ((in[22 + inpos] & 8191) >>> (13 - 11)) - | ((in[23 + inpos] & 8191) << 11) - | ((in[24 + inpos]) << 24); - out[10 + outpos] = ((in[24 + inpos] & 8191) >>> (13 - 5)) - | ((in[25 + inpos] & 8191) << 5) - | ((in[26 + inpos] & 8191) << 18) + out[9 + outpos] = ((in[22 + inpos]) >>> (13 - 11)) + | ((in[23 + inpos]) << 11) | ((in[24 + inpos]) << 24); + out[10 + outpos] = ((in[24 + inpos]) >>> (13 - 5)) + | ((in[25 + inpos]) << 5) | ((in[26 + inpos]) << 18) | ((in[27 + inpos]) << 31); - out[11 + outpos] = ((in[27 + inpos] & 8191) >>> (13 - 12)) - | ((in[28 + inpos] & 8191) << 12) - | ((in[29 + inpos]) << 25); - out[12 + outpos] = ((in[29 + inpos] & 8191) >>> (13 - 6)) - | ((in[30 + inpos] & 8191) << 6) - | ((in[31 + inpos]) << 19); + out[11 + outpos] = ((in[27 + inpos]) >>> (13 - 12)) + | ((in[28 + inpos]) << 12) | ((in[29 + inpos]) << 25); + out[12 + outpos] = ((in[29 + inpos]) >>> (13 - 6)) + | ((in[30 + inpos]) << 6) | ((in[31 + inpos]) << 19); } - protected static void fastpack14(final int[] in, int inpos, + protected static void fastpackwithoutmask14(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 16383) - | ((in[1 + inpos] & 16383) << 14) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 14) | ((in[2 + inpos]) << 28); - out[1 + outpos] = ((in[2 + inpos] & 16383) >>> (14 - 10)) - | ((in[3 + inpos] & 16383) << 10) - | ((in[4 + inpos]) << 24); - out[2 + outpos] = ((in[4 + inpos] & 16383) >>> (14 - 6)) - | ((in[5 + inpos] & 16383) << 6) - | ((in[6 + inpos]) << 20); - out[3 + outpos] = ((in[6 + inpos] & 16383) >>> (14 - 2)) - | ((in[7 + inpos] & 16383) << 2) - | ((in[8 + inpos] & 16383) << 16) + out[1 + outpos] = ((in[2 + inpos]) >>> (14 - 10)) + | ((in[3 + inpos]) << 10) | ((in[4 + inpos]) << 24); + out[2 + outpos] = ((in[4 + inpos]) >>> (14 - 6)) + | ((in[5 + inpos]) << 6) | ((in[6 + inpos]) << 20); + out[3 + outpos] = ((in[6 + inpos]) >>> (14 - 2)) + | ((in[7 + inpos]) << 2) | ((in[8 + inpos]) << 16) | ((in[9 + inpos]) << 30); - out[4 + outpos] = ((in[9 + inpos] & 16383) >>> (14 - 12)) - | ((in[10 + inpos] & 16383) << 12) - | ((in[11 + inpos]) << 26); - out[5 + outpos] = ((in[11 + inpos] & 16383) >>> (14 - 8)) - | ((in[12 + inpos] & 16383) << 8) - | ((in[13 + inpos]) << 22); - out[6 + outpos] = ((in[13 + inpos] & 16383) >>> (14 - 4)) - | ((in[14 + inpos] & 16383) << 4) - | ((in[15 + inpos]) << 18); - out[7 + outpos] = (in[16 + inpos] & 16383) - | ((in[17 + inpos] & 16383) << 14) + out[4 + outpos] = ((in[9 + inpos]) >>> (14 - 12)) + | ((in[10 + inpos]) << 12) | ((in[11 + inpos]) << 26); + out[5 + outpos] = ((in[11 + inpos]) >>> (14 - 8)) + | ((in[12 + inpos]) << 8) | ((in[13 + inpos]) << 22); + out[6 + outpos] = ((in[13 + inpos]) >>> (14 - 4)) + | ((in[14 + inpos]) << 4) | ((in[15 + inpos]) << 18); + out[7 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 14) | ((in[18 + inpos]) << 28); - out[8 + outpos] = ((in[18 + inpos] & 16383) >>> (14 - 10)) - | ((in[19 + inpos] & 16383) << 10) - | ((in[20 + inpos]) << 24); - out[9 + outpos] = ((in[20 + inpos] & 16383) >>> (14 - 6)) - | ((in[21 + inpos] & 16383) << 6) - | ((in[22 + inpos]) << 20); - out[10 + outpos] = ((in[22 + inpos] & 16383) >>> (14 - 2)) - | ((in[23 + inpos] & 16383) << 2) - | ((in[24 + inpos] & 16383) << 16) + out[8 + outpos] = ((in[18 + inpos]) >>> (14 - 10)) + | ((in[19 + inpos]) << 10) | ((in[20 + inpos]) << 24); + out[9 + outpos] = ((in[20 + inpos]) >>> (14 - 6)) + | ((in[21 + inpos]) << 6) | ((in[22 + inpos]) << 20); + out[10 + outpos] = ((in[22 + inpos]) >>> (14 - 2)) + | ((in[23 + inpos]) << 2) | ((in[24 + inpos]) << 16) | ((in[25 + inpos]) << 30); - out[11 + outpos] = ((in[25 + inpos] & 16383) >>> (14 - 12)) - | ((in[26 + inpos] & 16383) << 12) - | ((in[27 + inpos]) << 26); - out[12 + outpos] = ((in[27 + inpos] & 16383) >>> (14 - 8)) - | ((in[28 + inpos] & 16383) << 8) - | ((in[29 + inpos]) << 22); - out[13 + outpos] = ((in[29 + inpos] & 16383) >>> (14 - 4)) - | ((in[30 + inpos] & 16383) << 4) - | ((in[31 + inpos]) << 18); + out[11 + outpos] = ((in[25 + inpos]) >>> (14 - 12)) + | ((in[26 + inpos]) << 12) | ((in[27 + inpos]) << 26); + out[12 + outpos] = ((in[27 + inpos]) >>> (14 - 8)) + | ((in[28 + inpos]) << 8) | ((in[29 + inpos]) << 22); + out[13 + outpos] = ((in[29 + inpos]) >>> (14 - 4)) + | ((in[30 + inpos]) << 4) | ((in[31 + inpos]) << 18); } - protected static void fastpack15(final int[] in, int inpos, + protected static void fastpackwithoutmask15(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 32767) - | ((in[1 + inpos] & 32767) << 15) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 15) | ((in[2 + inpos]) << 30); - out[1 + outpos] = ((in[2 + inpos] & 32767) >>> (15 - 13)) - | ((in[3 + inpos] & 32767) << 13) - | ((in[4 + inpos]) << 28); - out[2 + outpos] = ((in[4 + inpos] & 32767) >>> (15 - 11)) - | ((in[5 + inpos] & 32767) << 11) - | ((in[6 + inpos]) << 26); - out[3 + outpos] = ((in[6 + inpos] & 32767) >>> (15 - 9)) - | ((in[7 + inpos] & 32767) << 9) - | ((in[8 + inpos]) << 24); - out[4 + outpos] = ((in[8 + inpos] & 32767) >>> (15 - 7)) - | ((in[9 + inpos] & 32767) << 7) - | ((in[10 + inpos]) << 22); - out[5 + outpos] = ((in[10 + inpos] & 32767) >>> (15 - 5)) - | ((in[11 + inpos] & 32767) << 5) - | ((in[12 + inpos]) << 20); - out[6 + outpos] = ((in[12 + inpos] & 32767) >>> (15 - 3)) - | ((in[13 + inpos] & 32767) << 3) - | ((in[14 + inpos]) << 18); - out[7 + outpos] = ((in[14 + inpos] & 32767) >>> (15 - 1)) - | ((in[15 + inpos] & 32767) << 1) - | ((in[16 + inpos] & 32767) << 16) + out[1 + outpos] = ((in[2 + inpos]) >>> (15 - 13)) + | ((in[3 + inpos]) << 13) | ((in[4 + inpos]) << 28); + out[2 + outpos] = ((in[4 + inpos]) >>> (15 - 11)) + | ((in[5 + inpos]) << 11) | ((in[6 + inpos]) << 26); + out[3 + outpos] = ((in[6 + inpos]) >>> (15 - 9)) + | ((in[7 + inpos]) << 9) | ((in[8 + inpos]) << 24); + out[4 + outpos] = ((in[8 + inpos]) >>> (15 - 7)) + | ((in[9 + inpos]) << 7) | ((in[10 + inpos]) << 22); + out[5 + outpos] = ((in[10 + inpos]) >>> (15 - 5)) + | ((in[11 + inpos]) << 5) | ((in[12 + inpos]) << 20); + out[6 + outpos] = ((in[12 + inpos]) >>> (15 - 3)) + | ((in[13 + inpos]) << 3) | ((in[14 + inpos]) << 18); + out[7 + outpos] = ((in[14 + inpos]) >>> (15 - 1)) + | ((in[15 + inpos]) << 1) | ((in[16 + inpos]) << 16) | ((in[17 + inpos]) << 31); - out[8 + outpos] = ((in[17 + inpos] & 32767) >>> (15 - 14)) - | ((in[18 + inpos] & 32767) << 14) - | ((in[19 + inpos]) << 29); - out[9 + outpos] = ((in[19 + inpos] & 32767) >>> (15 - 12)) - | ((in[20 + inpos] & 32767) << 12) - | ((in[21 + inpos]) << 27); - out[10 + outpos] = ((in[21 + inpos] & 32767) >>> (15 - 10)) - | ((in[22 + inpos] & 32767) << 10) - | ((in[23 + inpos]) << 25); - out[11 + outpos] = ((in[23 + inpos] & 32767) >>> (15 - 8)) - | ((in[24 + inpos] & 32767) << 8) - | ((in[25 + inpos]) << 23); - out[12 + outpos] = ((in[25 + inpos] & 32767) >>> (15 - 6)) - | ((in[26 + inpos] & 32767) << 6) - | ((in[27 + inpos]) << 21); - out[13 + outpos] = ((in[27 + inpos] & 32767) >>> (15 - 4)) - | ((in[28 + inpos] & 32767) << 4) - | ((in[29 + inpos]) << 19); - out[14 + outpos] = ((in[29 + inpos] & 32767) >>> (15 - 2)) - | ((in[30 + inpos] & 32767) << 2) - | ((in[31 + inpos]) << 17); + out[8 + outpos] = ((in[17 + inpos]) >>> (15 - 14)) + | ((in[18 + inpos]) << 14) | ((in[19 + inpos]) << 29); + out[9 + outpos] = ((in[19 + inpos]) >>> (15 - 12)) + | ((in[20 + inpos]) << 12) | ((in[21 + inpos]) << 27); + out[10 + outpos] = ((in[21 + inpos]) >>> (15 - 10)) + | ((in[22 + inpos]) << 10) | ((in[23 + inpos]) << 25); + out[11 + outpos] = ((in[23 + inpos]) >>> (15 - 8)) + | ((in[24 + inpos]) << 8) | ((in[25 + inpos]) << 23); + out[12 + outpos] = ((in[25 + inpos]) >>> (15 - 6)) + | ((in[26 + inpos]) << 6) | ((in[27 + inpos]) << 21); + out[13 + outpos] = ((in[27 + inpos]) >>> (15 - 4)) + | ((in[28 + inpos]) << 4) | ((in[29 + inpos]) << 19); + out[14 + outpos] = ((in[29 + inpos]) >>> (15 - 2)) + | ((in[30 + inpos]) << 2) | ((in[31 + inpos]) << 17); } - protected static void fastpack16(final int[] in, int inpos, + protected static void fastpackwithoutmask16(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 65535) - | ((in[1 + inpos]) << 16); - out[1 + outpos] = (in[2 + inpos] & 65535) - | ((in[3 + inpos]) << 16); - out[2 + outpos] = (in[4 + inpos] & 65535) - | ((in[5 + inpos]) << 16); - out[3 + outpos] = (in[6 + inpos] & 65535) - | ((in[7 + inpos]) << 16); - out[4 + outpos] = (in[8 + inpos] & 65535) - | ((in[9 + inpos]) << 16); - out[5 + outpos] = (in[10 + inpos] & 65535) - | ((in[11 + inpos]) << 16); - out[6 + outpos] = (in[12 + inpos] & 65535) - | ((in[13 + inpos]) << 16); - out[7 + outpos] = (in[14 + inpos] & 65535) - | ((in[15 + inpos]) << 16); - out[8 + outpos] = (in[16 + inpos] & 65535) - | ((in[17 + inpos]) << 16); - out[9 + outpos] = (in[18 + inpos] & 65535) - | ((in[19 + inpos]) << 16); - out[10 + outpos] = (in[20 + inpos] & 65535) - | ((in[21 + inpos]) << 16); - out[11 + outpos] = (in[22 + inpos] & 65535) - | ((in[23 + inpos]) << 16); - out[12 + outpos] = (in[24 + inpos] & 65535) - | ((in[25 + inpos]) << 16); - out[13 + outpos] = (in[26 + inpos] & 65535) - | ((in[27 + inpos]) << 16); - out[14 + outpos] = (in[28 + inpos] & 65535) - | ((in[29 + inpos]) << 16); - out[15 + outpos] = (in[30 + inpos] & 65535) - | ((in[31 + inpos]) << 16); + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 16); + out[1 + outpos] = in[2 + inpos] | ((in[3 + inpos]) << 16); + out[2 + outpos] = in[4 + inpos] | ((in[5 + inpos]) << 16); + out[3 + outpos] = in[6 + inpos] | ((in[7 + inpos]) << 16); + out[4 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 16); + out[5 + outpos] = in[10 + inpos] | ((in[11 + inpos]) << 16); + out[6 + outpos] = in[12 + inpos] | ((in[13 + inpos]) << 16); + out[7 + outpos] = in[14 + inpos] | ((in[15 + inpos]) << 16); + out[8 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 16); + out[9 + outpos] = in[18 + inpos] | ((in[19 + inpos]) << 16); + out[10 + outpos] = in[20 + inpos] | ((in[21 + inpos]) << 16); + out[11 + outpos] = in[22 + inpos] | ((in[23 + inpos]) << 16); + out[12 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 16); + out[13 + outpos] = in[26 + inpos] | ((in[27 + inpos]) << 16); + out[14 + outpos] = in[28 + inpos] | ((in[29 + inpos]) << 16); + out[15 + outpos] = in[30 + inpos] | ((in[31 + inpos]) << 16); } - protected static void fastpack17(final int[] in, int inpos, + protected static void fastpackwithoutmask17(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 131071) - | ((in[1 + inpos]) << 17); - out[1 + outpos] = ((in[1 + inpos] & 131071) >>> (17 - 2)) - | ((in[2 + inpos] & 131071) << 2) - | ((in[3 + inpos]) << 19); - out[2 + outpos] = ((in[3 + inpos] & 131071) >>> (17 - 4)) - | ((in[4 + inpos] & 131071) << 4) - | ((in[5 + inpos]) << 21); - out[3 + outpos] = ((in[5 + inpos] & 131071) >>> (17 - 6)) - | ((in[6 + inpos] & 131071) << 6) - | ((in[7 + inpos]) << 23); - out[4 + outpos] = ((in[7 + inpos] & 131071) >>> (17 - 8)) - | ((in[8 + inpos] & 131071) << 8) - | ((in[9 + inpos]) << 25); - out[5 + outpos] = ((in[9 + inpos] & 131071) >>> (17 - 10)) - | ((in[10 + inpos] & 131071) << 10) - | ((in[11 + inpos]) << 27); - out[6 + outpos] = ((in[11 + inpos] & 131071) >>> (17 - 12)) - | ((in[12 + inpos] & 131071) << 12) - | ((in[13 + inpos]) << 29); - out[7 + outpos] = ((in[13 + inpos] & 131071) >>> (17 - 14)) - | ((in[14 + inpos] & 131071) << 14) - | ((in[15 + inpos]) << 31); - out[8 + outpos] = ((in[15 + inpos] & 131071) >>> (17 - 16)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 17); + out[1 + outpos] = ((in[1 + inpos]) >>> (17 - 2)) + | ((in[2 + inpos]) << 2) | ((in[3 + inpos]) << 19); + out[2 + outpos] = ((in[3 + inpos]) >>> (17 - 4)) + | ((in[4 + inpos]) << 4) | ((in[5 + inpos]) << 21); + out[3 + outpos] = ((in[5 + inpos]) >>> (17 - 6)) + | ((in[6 + inpos]) << 6) | ((in[7 + inpos]) << 23); + out[4 + outpos] = ((in[7 + inpos]) >>> (17 - 8)) + | ((in[8 + inpos]) << 8) | ((in[9 + inpos]) << 25); + out[5 + outpos] = ((in[9 + inpos]) >>> (17 - 10)) + | ((in[10 + inpos]) << 10) | ((in[11 + inpos]) << 27); + out[6 + outpos] = ((in[11 + inpos]) >>> (17 - 12)) + | ((in[12 + inpos]) << 12) | ((in[13 + inpos]) << 29); + out[7 + outpos] = ((in[13 + inpos]) >>> (17 - 14)) + | ((in[14 + inpos]) << 14) | ((in[15 + inpos]) << 31); + out[8 + outpos] = ((in[15 + inpos]) >>> (17 - 16)) | ((in[16 + inpos]) << 16); - out[9 + outpos] = ((in[16 + inpos] & 131071) >>> (17 - 1)) - | ((in[17 + inpos] & 131071) << 1) - | ((in[18 + inpos]) << 18); - out[10 + outpos] = ((in[18 + inpos] & 131071) >>> (17 - 3)) - | ((in[19 + inpos] & 131071) << 3) - | ((in[20 + inpos]) << 20); - out[11 + outpos] = ((in[20 + inpos] & 131071) >>> (17 - 5)) - | ((in[21 + inpos] & 131071) << 5) - | ((in[22 + inpos]) << 22); - out[12 + outpos] = ((in[22 + inpos] & 131071) >>> (17 - 7)) - | ((in[23 + inpos] & 131071) << 7) - | ((in[24 + inpos]) << 24); - out[13 + outpos] = ((in[24 + inpos] & 131071) >>> (17 - 9)) - | ((in[25 + inpos] & 131071) << 9) - | ((in[26 + inpos]) << 26); - out[14 + outpos] = ((in[26 + inpos] & 131071) >>> (17 - 11)) - | ((in[27 + inpos] & 131071) << 11) - | ((in[28 + inpos]) << 28); - out[15 + outpos] = ((in[28 + inpos] & 131071) >>> (17 - 13)) - | ((in[29 + inpos] & 131071) << 13) - | ((in[30 + inpos]) << 30); - out[16 + outpos] = ((in[30 + inpos] & 131071) >>> (17 - 15)) + out[9 + outpos] = ((in[16 + inpos]) >>> (17 - 1)) + | ((in[17 + inpos]) << 1) | ((in[18 + inpos]) << 18); + out[10 + outpos] = ((in[18 + inpos]) >>> (17 - 3)) + | ((in[19 + inpos]) << 3) | ((in[20 + inpos]) << 20); + out[11 + outpos] = ((in[20 + inpos]) >>> (17 - 5)) + | ((in[21 + inpos]) << 5) | ((in[22 + inpos]) << 22); + out[12 + outpos] = ((in[22 + inpos]) >>> (17 - 7)) + | ((in[23 + inpos]) << 7) | ((in[24 + inpos]) << 24); + out[13 + outpos] = ((in[24 + inpos]) >>> (17 - 9)) + | ((in[25 + inpos]) << 9) | ((in[26 + inpos]) << 26); + out[14 + outpos] = ((in[26 + inpos]) >>> (17 - 11)) + | ((in[27 + inpos]) << 11) | ((in[28 + inpos]) << 28); + out[15 + outpos] = ((in[28 + inpos]) >>> (17 - 13)) + | ((in[29 + inpos]) << 13) | ((in[30 + inpos]) << 30); + out[16 + outpos] = ((in[30 + inpos]) >>> (17 - 15)) | ((in[31 + inpos]) << 15); } - protected static void fastpack18(final int[] in, int inpos, + protected static void fastpackwithoutmask18(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 262143) - | ((in[1 + inpos]) << 18); - out[1 + outpos] = ((in[1 + inpos] & 262143) >>> (18 - 4)) - | ((in[2 + inpos] & 262143) << 4) - | ((in[3 + inpos]) << 22); - out[2 + outpos] = ((in[3 + inpos] & 262143) >>> (18 - 8)) - | ((in[4 + inpos] & 262143) << 8) - | ((in[5 + inpos]) << 26); - out[3 + outpos] = ((in[5 + inpos] & 262143) >>> (18 - 12)) - | ((in[6 + inpos] & 262143) << 12) - | ((in[7 + inpos]) << 30); - out[4 + outpos] = ((in[7 + inpos] & 262143) >>> (18 - 16)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 18); + out[1 + outpos] = ((in[1 + inpos]) >>> (18 - 4)) + | ((in[2 + inpos]) << 4) | ((in[3 + inpos]) << 22); + out[2 + outpos] = ((in[3 + inpos]) >>> (18 - 8)) + | ((in[4 + inpos]) << 8) | ((in[5 + inpos]) << 26); + out[3 + outpos] = ((in[5 + inpos]) >>> (18 - 12)) + | ((in[6 + inpos]) << 12) | ((in[7 + inpos]) << 30); + out[4 + outpos] = ((in[7 + inpos]) >>> (18 - 16)) | ((in[8 + inpos]) << 16); - out[5 + outpos] = ((in[8 + inpos] & 262143) >>> (18 - 2)) - | ((in[9 + inpos] & 262143) << 2) - | ((in[10 + inpos]) << 20); - out[6 + outpos] = ((in[10 + inpos] & 262143) >>> (18 - 6)) - | ((in[11 + inpos] & 262143) << 6) - | ((in[12 + inpos]) << 24); - out[7 + outpos] = ((in[12 + inpos] & 262143) >>> (18 - 10)) - | ((in[13 + inpos] & 262143) << 10) - | ((in[14 + inpos]) << 28); - out[8 + outpos] = ((in[14 + inpos] & 262143) >>> (18 - 14)) + out[5 + outpos] = ((in[8 + inpos]) >>> (18 - 2)) + | ((in[9 + inpos]) << 2) | ((in[10 + inpos]) << 20); + out[6 + outpos] = ((in[10 + inpos]) >>> (18 - 6)) + | ((in[11 + inpos]) << 6) | ((in[12 + inpos]) << 24); + out[7 + outpos] = ((in[12 + inpos]) >>> (18 - 10)) + | ((in[13 + inpos]) << 10) | ((in[14 + inpos]) << 28); + out[8 + outpos] = ((in[14 + inpos]) >>> (18 - 14)) | ((in[15 + inpos]) << 14); - out[9 + outpos] = (in[16 + inpos] & 262143) - | ((in[17 + inpos]) << 18); - out[10 + outpos] = ((in[17 + inpos] & 262143) >>> (18 - 4)) - | ((in[18 + inpos] & 262143) << 4) - | ((in[19 + inpos]) << 22); - out[11 + outpos] = ((in[19 + inpos] & 262143) >>> (18 - 8)) - | ((in[20 + inpos] & 262143) << 8) - | ((in[21 + inpos]) << 26); - out[12 + outpos] = ((in[21 + inpos] & 262143) >>> (18 - 12)) - | ((in[22 + inpos] & 262143) << 12) - | ((in[23 + inpos]) << 30); - out[13 + outpos] = ((in[23 + inpos] & 262143) >>> (18 - 16)) + out[9 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 18); + out[10 + outpos] = ((in[17 + inpos]) >>> (18 - 4)) + | ((in[18 + inpos]) << 4) | ((in[19 + inpos]) << 22); + out[11 + outpos] = ((in[19 + inpos]) >>> (18 - 8)) + | ((in[20 + inpos]) << 8) | ((in[21 + inpos]) << 26); + out[12 + outpos] = ((in[21 + inpos]) >>> (18 - 12)) + | ((in[22 + inpos]) << 12) | ((in[23 + inpos]) << 30); + out[13 + outpos] = ((in[23 + inpos]) >>> (18 - 16)) | ((in[24 + inpos]) << 16); - out[14 + outpos] = ((in[24 + inpos] & 262143) >>> (18 - 2)) - | ((in[25 + inpos] & 262143) << 2) - | ((in[26 + inpos]) << 20); - out[15 + outpos] = ((in[26 + inpos] & 262143) >>> (18 - 6)) - | ((in[27 + inpos] & 262143) << 6) - | ((in[28 + inpos]) << 24); - out[16 + outpos] = ((in[28 + inpos] & 262143) >>> (18 - 10)) - | ((in[29 + inpos] & 262143) << 10) - | ((in[30 + inpos]) << 28); - out[17 + outpos] = ((in[30 + inpos] & 262143) >>> (18 - 14)) + out[14 + outpos] = ((in[24 + inpos]) >>> (18 - 2)) + | ((in[25 + inpos]) << 2) | ((in[26 + inpos]) << 20); + out[15 + outpos] = ((in[26 + inpos]) >>> (18 - 6)) + | ((in[27 + inpos]) << 6) | ((in[28 + inpos]) << 24); + out[16 + outpos] = ((in[28 + inpos]) >>> (18 - 10)) + | ((in[29 + inpos]) << 10) | ((in[30 + inpos]) << 28); + out[17 + outpos] = ((in[30 + inpos]) >>> (18 - 14)) | ((in[31 + inpos]) << 14); } - protected static void fastpack19(final int[] in, int inpos, + protected static void fastpackwithoutmask19(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 524287) - | ((in[1 + inpos]) << 19); - out[1 + outpos] = ((in[1 + inpos] & 524287) >>> (19 - 6)) - | ((in[2 + inpos] & 524287) << 6) - | ((in[3 + inpos]) << 25); - out[2 + outpos] = ((in[3 + inpos] & 524287) >>> (19 - 12)) - | ((in[4 + inpos] & 524287) << 12) - | ((in[5 + inpos]) << 31); - out[3 + outpos] = ((in[5 + inpos] & 524287) >>> (19 - 18)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 19); + out[1 + outpos] = ((in[1 + inpos]) >>> (19 - 6)) + | ((in[2 + inpos]) << 6) | ((in[3 + inpos]) << 25); + out[2 + outpos] = ((in[3 + inpos]) >>> (19 - 12)) + | ((in[4 + inpos]) << 12) | ((in[5 + inpos]) << 31); + out[3 + outpos] = ((in[5 + inpos]) >>> (19 - 18)) | ((in[6 + inpos]) << 18); - out[4 + outpos] = ((in[6 + inpos] & 524287) >>> (19 - 5)) - | ((in[7 + inpos] & 524287) << 5) - | ((in[8 + inpos]) << 24); - out[5 + outpos] = ((in[8 + inpos] & 524287) >>> (19 - 11)) - | ((in[9 + inpos] & 524287) << 11) - | ((in[10 + inpos]) << 30); - out[6 + outpos] = ((in[10 + inpos] & 524287) >>> (19 - 17)) - | ((in[11 + inpos]) << 17); - out[7 + outpos] = ((in[11 + inpos] & 524287) >>> (19 - 4)) - | ((in[12 + inpos] & 524287) << 4) - | ((in[13 + inpos]) << 23); - out[8 + outpos] = ((in[13 + inpos] & 524287) >>> (19 - 10)) - | ((in[14 + inpos] & 524287) << 10) - | ((in[15 + inpos]) << 29); - out[9 + outpos] = ((in[15 + inpos] & 524287) >>> (19 - 16)) + out[4 + outpos] = ((in[6 + inpos]) >>> (19 - 5)) + | ((in[7 + inpos]) << 5) | ((in[8 + inpos]) << 24); + out[5 + outpos] = ((in[8 + inpos]) >>> (19 - 11)) + | ((in[9 + inpos]) << 11) | ((in[10 + inpos]) << 30); + out[6 + outpos] = ((in[10 + inpos]) >>> (19 - 17)) + | ((in[11 + inpos]) << 17); + out[7 + outpos] = ((in[11 + inpos]) >>> (19 - 4)) + | ((in[12 + inpos]) << 4) | ((in[13 + inpos]) << 23); + out[8 + outpos] = ((in[13 + inpos]) >>> (19 - 10)) + | ((in[14 + inpos]) << 10) | ((in[15 + inpos]) << 29); + out[9 + outpos] = ((in[15 + inpos]) >>> (19 - 16)) | ((in[16 + inpos]) << 16); - out[10 + outpos] = ((in[16 + inpos] & 524287) >>> (19 - 3)) - | ((in[17 + inpos] & 524287) << 3) - | ((in[18 + inpos]) << 22); - out[11 + outpos] = ((in[18 + inpos] & 524287) >>> (19 - 9)) - | ((in[19 + inpos] & 524287) << 9) - | ((in[20 + inpos]) << 28); - out[12 + outpos] = ((in[20 + inpos] & 524287) >>> (19 - 15)) + out[10 + outpos] = ((in[16 + inpos]) >>> (19 - 3)) + | ((in[17 + inpos]) << 3) | ((in[18 + inpos]) << 22); + out[11 + outpos] = ((in[18 + inpos]) >>> (19 - 9)) + | ((in[19 + inpos]) << 9) | ((in[20 + inpos]) << 28); + out[12 + outpos] = ((in[20 + inpos]) >>> (19 - 15)) | ((in[21 + inpos]) << 15); - out[13 + outpos] = ((in[21 + inpos] & 524287) >>> (19 - 2)) - | ((in[22 + inpos] & 524287) << 2) - | ((in[23 + inpos]) << 21); - out[14 + outpos] = ((in[23 + inpos] & 524287) >>> (19 - 8)) - | ((in[24 + inpos] & 524287) << 8) - | ((in[25 + inpos]) << 27); - out[15 + outpos] = ((in[25 + inpos] & 524287) >>> (19 - 14)) + out[13 + outpos] = ((in[21 + inpos]) >>> (19 - 2)) + | ((in[22 + inpos]) << 2) | ((in[23 + inpos]) << 21); + out[14 + outpos] = ((in[23 + inpos]) >>> (19 - 8)) + | ((in[24 + inpos]) << 8) | ((in[25 + inpos]) << 27); + out[15 + outpos] = ((in[25 + inpos]) >>> (19 - 14)) | ((in[26 + inpos]) << 14); - out[16 + outpos] = ((in[26 + inpos] & 524287) >>> (19 - 1)) - | ((in[27 + inpos] & 524287) << 1) - | ((in[28 + inpos]) << 20); - out[17 + outpos] = ((in[28 + inpos] & 524287) >>> (19 - 7)) - | ((in[29 + inpos] & 524287) << 7) - | ((in[30 + inpos]) << 26); - out[18 + outpos] = ((in[30 + inpos] & 524287) >>> (19 - 13)) + out[16 + outpos] = ((in[26 + inpos]) >>> (19 - 1)) + | ((in[27 + inpos]) << 1) | ((in[28 + inpos]) << 20); + out[17 + outpos] = ((in[28 + inpos]) >>> (19 - 7)) + | ((in[29 + inpos]) << 7) | ((in[30 + inpos]) << 26); + out[18 + outpos] = ((in[30 + inpos]) >>> (19 - 13)) | ((in[31 + inpos]) << 13); } - protected static void fastpack20(final int[] in, int inpos, + protected static void fastpackwithoutmask2(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 1048575) - | ((in[1 + inpos]) << 20); - out[1 + outpos] = ((in[1 + inpos] & 1048575) >>> (20 - 8)) - | ((in[2 + inpos] & 1048575) << 8) - | ((in[3 + inpos]) << 28); - out[2 + outpos] = ((in[3 + inpos] & 1048575) >>> (20 - 16)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 2) + | ((in[2 + inpos]) << 4) | ((in[3 + inpos]) << 6) + | ((in[4 + inpos]) << 8) | ((in[5 + inpos]) << 10) + | ((in[6 + inpos]) << 12) | ((in[7 + inpos]) << 14) + | ((in[8 + inpos]) << 16) | ((in[9 + inpos]) << 18) + | ((in[10 + inpos]) << 20) | ((in[11 + inpos]) << 22) + | ((in[12 + inpos]) << 24) | ((in[13 + inpos]) << 26) + | ((in[14 + inpos]) << 28) | ((in[15 + inpos]) << 30); + out[1 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 2) + | ((in[18 + inpos]) << 4) | ((in[19 + inpos]) << 6) + | ((in[20 + inpos]) << 8) | ((in[21 + inpos]) << 10) + | ((in[22 + inpos]) << 12) | ((in[23 + inpos]) << 14) + | ((in[24 + inpos]) << 16) | ((in[25 + inpos]) << 18) + | ((in[26 + inpos]) << 20) | ((in[27 + inpos]) << 22) + | ((in[28 + inpos]) << 24) | ((in[29 + inpos]) << 26) + | ((in[30 + inpos]) << 28) | ((in[31 + inpos]) << 30); + } + + protected static void fastpackwithoutmask20(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 20); + out[1 + outpos] = ((in[1 + inpos]) >>> (20 - 8)) + | ((in[2 + inpos]) << 8) | ((in[3 + inpos]) << 28); + out[2 + outpos] = ((in[3 + inpos]) >>> (20 - 16)) | ((in[4 + inpos]) << 16); - out[3 + outpos] = ((in[4 + inpos] & 1048575) >>> (20 - 4)) - | ((in[5 + inpos] & 1048575) << 4) - | ((in[6 + inpos]) << 24); - out[4 + outpos] = ((in[6 + inpos] & 1048575) >>> (20 - 12)) + out[3 + outpos] = ((in[4 + inpos]) >>> (20 - 4)) + | ((in[5 + inpos]) << 4) | ((in[6 + inpos]) << 24); + out[4 + outpos] = ((in[6 + inpos]) >>> (20 - 12)) | ((in[7 + inpos]) << 12); - out[5 + outpos] = (in[8 + inpos] & 1048575) - | ((in[9 + inpos]) << 20); - out[6 + outpos] = ((in[9 + inpos] & 1048575) >>> (20 - 8)) - | ((in[10 + inpos] & 1048575) << 8) - | ((in[11 + inpos]) << 28); - out[7 + outpos] = ((in[11 + inpos] & 1048575) >>> (20 - 16)) + out[5 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 20); + out[6 + outpos] = ((in[9 + inpos]) >>> (20 - 8)) + | ((in[10 + inpos]) << 8) | ((in[11 + inpos]) << 28); + out[7 + outpos] = ((in[11 + inpos]) >>> (20 - 16)) | ((in[12 + inpos]) << 16); - out[8 + outpos] = ((in[12 + inpos] & 1048575) >>> (20 - 4)) - | ((in[13 + inpos] & 1048575) << 4) - | ((in[14 + inpos]) << 24); - out[9 + outpos] = ((in[14 + inpos] & 1048575) >>> (20 - 12)) + out[8 + outpos] = ((in[12 + inpos]) >>> (20 - 4)) + | ((in[13 + inpos]) << 4) | ((in[14 + inpos]) << 24); + out[9 + outpos] = ((in[14 + inpos]) >>> (20 - 12)) | ((in[15 + inpos]) << 12); - out[10 + outpos] = (in[16 + inpos] & 1048575) - | ((in[17 + inpos]) << 20); - out[11 + outpos] = ((in[17 + inpos] & 1048575) >>> (20 - 8)) - | ((in[18 + inpos] & 1048575) << 8) - | ((in[19 + inpos]) << 28); - out[12 + outpos] = ((in[19 + inpos] & 1048575) >>> (20 - 16)) + out[10 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 20); + out[11 + outpos] = ((in[17 + inpos]) >>> (20 - 8)) + | ((in[18 + inpos]) << 8) | ((in[19 + inpos]) << 28); + out[12 + outpos] = ((in[19 + inpos]) >>> (20 - 16)) | ((in[20 + inpos]) << 16); - out[13 + outpos] = ((in[20 + inpos] & 1048575) >>> (20 - 4)) - | ((in[21 + inpos] & 1048575) << 4) - | ((in[22 + inpos]) << 24); - out[14 + outpos] = ((in[22 + inpos] & 1048575) >>> (20 - 12)) + out[13 + outpos] = ((in[20 + inpos]) >>> (20 - 4)) + | ((in[21 + inpos]) << 4) | ((in[22 + inpos]) << 24); + out[14 + outpos] = ((in[22 + inpos]) >>> (20 - 12)) | ((in[23 + inpos]) << 12); - out[15 + outpos] = (in[24 + inpos] & 1048575) - | ((in[25 + inpos]) << 20); - out[16 + outpos] = ((in[25 + inpos] & 1048575) >>> (20 - 8)) - | ((in[26 + inpos] & 1048575) << 8) - | ((in[27 + inpos]) << 28); - out[17 + outpos] = ((in[27 + inpos] & 1048575) >>> (20 - 16)) + out[15 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 20); + out[16 + outpos] = ((in[25 + inpos]) >>> (20 - 8)) + | ((in[26 + inpos]) << 8) | ((in[27 + inpos]) << 28); + out[17 + outpos] = ((in[27 + inpos]) >>> (20 - 16)) | ((in[28 + inpos]) << 16); - out[18 + outpos] = ((in[28 + inpos] & 1048575) >>> (20 - 4)) - | ((in[29 + inpos] & 1048575) << 4) - | ((in[30 + inpos]) << 24); - out[19 + outpos] = ((in[30 + inpos] & 1048575) >>> (20 - 12)) + out[18 + outpos] = ((in[28 + inpos]) >>> (20 - 4)) + | ((in[29 + inpos]) << 4) | ((in[30 + inpos]) << 24); + out[19 + outpos] = ((in[30 + inpos]) >>> (20 - 12)) | ((in[31 + inpos]) << 12); } - protected static void fastpack21(final int[] in, int inpos, + protected static void fastpackwithoutmask21(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 2097151) - | ((in[1 + inpos]) << 21); - out[1 + outpos] = ((in[1 + inpos] & 2097151) >>> (21 - 10)) - | ((in[2 + inpos] & 2097151) << 10) - | ((in[3 + inpos]) << 31); - out[2 + outpos] = ((in[3 + inpos] & 2097151) >>> (21 - 20)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 21); + out[1 + outpos] = ((in[1 + inpos]) >>> (21 - 10)) + | ((in[2 + inpos]) << 10) | ((in[3 + inpos]) << 31); + out[2 + outpos] = ((in[3 + inpos]) >>> (21 - 20)) | ((in[4 + inpos]) << 20); - out[3 + outpos] = ((in[4 + inpos] & 2097151) >>> (21 - 9)) - | ((in[5 + inpos] & 2097151) << 9) - | ((in[6 + inpos]) << 30); - out[4 + outpos] = ((in[6 + inpos] & 2097151) >>> (21 - 19)) + out[3 + outpos] = ((in[4 + inpos]) >>> (21 - 9)) + | ((in[5 + inpos]) << 9) | ((in[6 + inpos]) << 30); + out[4 + outpos] = ((in[6 + inpos]) >>> (21 - 19)) | ((in[7 + inpos]) << 19); - out[5 + outpos] = ((in[7 + inpos] & 2097151) >>> (21 - 8)) - | ((in[8 + inpos] & 2097151) << 8) - | ((in[9 + inpos]) << 29); - out[6 + outpos] = ((in[9 + inpos] & 2097151) >>> (21 - 18)) + out[5 + outpos] = ((in[7 + inpos]) >>> (21 - 8)) + | ((in[8 + inpos]) << 8) | ((in[9 + inpos]) << 29); + out[6 + outpos] = ((in[9 + inpos]) >>> (21 - 18)) | ((in[10 + inpos]) << 18); - out[7 + outpos] = ((in[10 + inpos] & 2097151) >>> (21 - 7)) - | ((in[11 + inpos] & 2097151) << 7) - | ((in[12 + inpos]) << 28); - out[8 + outpos] = ((in[12 + inpos] & 2097151) >>> (21 - 17)) + out[7 + outpos] = ((in[10 + inpos]) >>> (21 - 7)) + | ((in[11 + inpos]) << 7) | ((in[12 + inpos]) << 28); + out[8 + outpos] = ((in[12 + inpos]) >>> (21 - 17)) | ((in[13 + inpos]) << 17); - out[9 + outpos] = ((in[13 + inpos] & 2097151) >>> (21 - 6)) - | ((in[14 + inpos] & 2097151) << 6) - | ((in[15 + inpos]) << 27); - out[10 + outpos] = ((in[15 + inpos] & 2097151) >>> (21 - 16)) + out[9 + outpos] = ((in[13 + inpos]) >>> (21 - 6)) + | ((in[14 + inpos]) << 6) | ((in[15 + inpos]) << 27); + out[10 + outpos] = ((in[15 + inpos]) >>> (21 - 16)) | ((in[16 + inpos]) << 16); - out[11 + outpos] = ((in[16 + inpos] & 2097151) >>> (21 - 5)) - | ((in[17 + inpos] & 2097151) << 5) - | ((in[18 + inpos]) << 26); - out[12 + outpos] = ((in[18 + inpos] & 2097151) >>> (21 - 15)) + out[11 + outpos] = ((in[16 + inpos]) >>> (21 - 5)) + | ((in[17 + inpos]) << 5) | ((in[18 + inpos]) << 26); + out[12 + outpos] = ((in[18 + inpos]) >>> (21 - 15)) | ((in[19 + inpos]) << 15); - out[13 + outpos] = ((in[19 + inpos] & 2097151) >>> (21 - 4)) - | ((in[20 + inpos] & 2097151) << 4) - | ((in[21 + inpos]) << 25); - out[14 + outpos] = ((in[21 + inpos] & 2097151) >>> (21 - 14)) + out[13 + outpos] = ((in[19 + inpos]) >>> (21 - 4)) + | ((in[20 + inpos]) << 4) | ((in[21 + inpos]) << 25); + out[14 + outpos] = ((in[21 + inpos]) >>> (21 - 14)) | ((in[22 + inpos]) << 14); - out[15 + outpos] = ((in[22 + inpos] & 2097151) >>> (21 - 3)) - | ((in[23 + inpos] & 2097151) << 3) - | ((in[24 + inpos]) << 24); - out[16 + outpos] = ((in[24 + inpos] & 2097151) >>> (21 - 13)) + out[15 + outpos] = ((in[22 + inpos]) >>> (21 - 3)) + | ((in[23 + inpos]) << 3) | ((in[24 + inpos]) << 24); + out[16 + outpos] = ((in[24 + inpos]) >>> (21 - 13)) | ((in[25 + inpos]) << 13); - out[17 + outpos] = ((in[25 + inpos] & 2097151) >>> (21 - 2)) - | ((in[26 + inpos] & 2097151) << 2) - | ((in[27 + inpos]) << 23); - out[18 + outpos] = ((in[27 + inpos] & 2097151) >>> (21 - 12)) + out[17 + outpos] = ((in[25 + inpos]) >>> (21 - 2)) + | ((in[26 + inpos]) << 2) | ((in[27 + inpos]) << 23); + out[18 + outpos] = ((in[27 + inpos]) >>> (21 - 12)) | ((in[28 + inpos]) << 12); - out[19 + outpos] = ((in[28 + inpos] & 2097151) >>> (21 - 1)) - | ((in[29 + inpos] & 2097151) << 1) - | ((in[30 + inpos]) << 22); - out[20 + outpos] = ((in[30 + inpos] & 2097151) >>> (21 - 11)) + out[19 + outpos] = ((in[28 + inpos]) >>> (21 - 1)) + | ((in[29 + inpos]) << 1) | ((in[30 + inpos]) << 22); + out[20 + outpos] = ((in[30 + inpos]) >>> (21 - 11)) | ((in[31 + inpos]) << 11); } - protected static void fastpack22(final int[] in, int inpos, + protected static void fastpackwithoutmask22(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 4194303) - | ((in[1 + inpos]) << 22); - out[1 + outpos] = ((in[1 + inpos] & 4194303) >>> (22 - 12)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 22); + out[1 + outpos] = ((in[1 + inpos]) >>> (22 - 12)) | ((in[2 + inpos]) << 12); - out[2 + outpos] = ((in[2 + inpos] & 4194303) >>> (22 - 2)) - | ((in[3 + inpos] & 4194303) << 2) - | ((in[4 + inpos]) << 24); - out[3 + outpos] = ((in[4 + inpos] & 4194303) >>> (22 - 14)) + out[2 + outpos] = ((in[2 + inpos]) >>> (22 - 2)) + | ((in[3 + inpos]) << 2) | ((in[4 + inpos]) << 24); + out[3 + outpos] = ((in[4 + inpos]) >>> (22 - 14)) | ((in[5 + inpos]) << 14); - out[4 + outpos] = ((in[5 + inpos] & 4194303) >>> (22 - 4)) - | ((in[6 + inpos] & 4194303) << 4) - | ((in[7 + inpos]) << 26); - out[5 + outpos] = ((in[7 + inpos] & 4194303) >>> (22 - 16)) + out[4 + outpos] = ((in[5 + inpos]) >>> (22 - 4)) + | ((in[6 + inpos]) << 4) | ((in[7 + inpos]) << 26); + out[5 + outpos] = ((in[7 + inpos]) >>> (22 - 16)) | ((in[8 + inpos]) << 16); - out[6 + outpos] = ((in[8 + inpos] & 4194303) >>> (22 - 6)) - | ((in[9 + inpos] & 4194303) << 6) - | ((in[10 + inpos]) << 28); - out[7 + outpos] = ((in[10 + inpos] & 4194303) >>> (22 - 18)) + out[6 + outpos] = ((in[8 + inpos]) >>> (22 - 6)) + | ((in[9 + inpos]) << 6) | ((in[10 + inpos]) << 28); + out[7 + outpos] = ((in[10 + inpos]) >>> (22 - 18)) | ((in[11 + inpos]) << 18); - out[8 + outpos] = ((in[11 + inpos] & 4194303) >>> (22 - 8)) - | ((in[12 + inpos] & 4194303) << 8) - | ((in[13 + inpos]) << 30); - out[9 + outpos] = ((in[13 + inpos] & 4194303) >>> (22 - 20)) + out[8 + outpos] = ((in[11 + inpos]) >>> (22 - 8)) + | ((in[12 + inpos]) << 8) | ((in[13 + inpos]) << 30); + out[9 + outpos] = ((in[13 + inpos]) >>> (22 - 20)) | ((in[14 + inpos]) << 20); - out[10 + outpos] = ((in[14 + inpos] & 4194303) >>> (22 - 10)) + out[10 + outpos] = ((in[14 + inpos]) >>> (22 - 10)) | ((in[15 + inpos]) << 10); - out[11 + outpos] = (in[16 + inpos] & 4194303) - | ((in[17 + inpos]) << 22); - out[12 + outpos] = ((in[17 + inpos] & 4194303) >>> (22 - 12)) + out[11 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 22); + out[12 + outpos] = ((in[17 + inpos]) >>> (22 - 12)) | ((in[18 + inpos]) << 12); - out[13 + outpos] = ((in[18 + inpos] & 4194303) >>> (22 - 2)) - | ((in[19 + inpos] & 4194303) << 2) - | ((in[20 + inpos]) << 24); - out[14 + outpos] = ((in[20 + inpos] & 4194303) >>> (22 - 14)) + out[13 + outpos] = ((in[18 + inpos]) >>> (22 - 2)) + | ((in[19 + inpos]) << 2) | ((in[20 + inpos]) << 24); + out[14 + outpos] = ((in[20 + inpos]) >>> (22 - 14)) | ((in[21 + inpos]) << 14); - out[15 + outpos] = ((in[21 + inpos] & 4194303) >>> (22 - 4)) - | ((in[22 + inpos] & 4194303) << 4) - | ((in[23 + inpos]) << 26); - out[16 + outpos] = ((in[23 + inpos] & 4194303) >>> (22 - 16)) + out[15 + outpos] = ((in[21 + inpos]) >>> (22 - 4)) + | ((in[22 + inpos]) << 4) | ((in[23 + inpos]) << 26); + out[16 + outpos] = ((in[23 + inpos]) >>> (22 - 16)) | ((in[24 + inpos]) << 16); - out[17 + outpos] = ((in[24 + inpos] & 4194303) >>> (22 - 6)) - | ((in[25 + inpos] & 4194303) << 6) - | ((in[26 + inpos]) << 28); - out[18 + outpos] = ((in[26 + inpos] & 4194303) >>> (22 - 18)) + out[17 + outpos] = ((in[24 + inpos]) >>> (22 - 6)) + | ((in[25 + inpos]) << 6) | ((in[26 + inpos]) << 28); + out[18 + outpos] = ((in[26 + inpos]) >>> (22 - 18)) | ((in[27 + inpos]) << 18); - out[19 + outpos] = ((in[27 + inpos] & 4194303) >>> (22 - 8)) - | ((in[28 + inpos] & 4194303) << 8) - | ((in[29 + inpos]) << 30); - out[20 + outpos] = ((in[29 + inpos] & 4194303) >>> (22 - 20)) + out[19 + outpos] = ((in[27 + inpos]) >>> (22 - 8)) + | ((in[28 + inpos]) << 8) | ((in[29 + inpos]) << 30); + out[20 + outpos] = ((in[29 + inpos]) >>> (22 - 20)) | ((in[30 + inpos]) << 20); - out[21 + outpos] = ((in[30 + inpos] & 4194303) >>> (22 - 10)) + out[21 + outpos] = ((in[30 + inpos]) >>> (22 - 10)) | ((in[31 + inpos]) << 10); } - protected static void fastpack23(final int[] in, int inpos, + protected static void fastpackwithoutmask23(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 8388607) - | ((in[1 + inpos]) << 23); - out[1 + outpos] = ((in[1 + inpos] & 8388607) >>> (23 - 14)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 23); + out[1 + outpos] = ((in[1 + inpos]) >>> (23 - 14)) | ((in[2 + inpos]) << 14); - out[2 + outpos] = ((in[2 + inpos] & 8388607) >>> (23 - 5)) - | ((in[3 + inpos] & 8388607) << 5) - | ((in[4 + inpos]) << 28); - out[3 + outpos] = ((in[4 + inpos] & 8388607) >>> (23 - 19)) + out[2 + outpos] = ((in[2 + inpos]) >>> (23 - 5)) + | ((in[3 + inpos]) << 5) | ((in[4 + inpos]) << 28); + out[3 + outpos] = ((in[4 + inpos]) >>> (23 - 19)) | ((in[5 + inpos]) << 19); - out[4 + outpos] = ((in[5 + inpos] & 8388607) >>> (23 - 10)) + out[4 + outpos] = ((in[5 + inpos]) >>> (23 - 10)) | ((in[6 + inpos]) << 10); - out[5 + outpos] = ((in[6 + inpos] & 8388607) >>> (23 - 1)) - | ((in[7 + inpos] & 8388607) << 1) - | ((in[8 + inpos]) << 24); - out[6 + outpos] = ((in[8 + inpos] & 8388607) >>> (23 - 15)) + out[5 + outpos] = ((in[6 + inpos]) >>> (23 - 1)) + | ((in[7 + inpos]) << 1) | ((in[8 + inpos]) << 24); + out[6 + outpos] = ((in[8 + inpos]) >>> (23 - 15)) | ((in[9 + inpos]) << 15); - out[7 + outpos] = ((in[9 + inpos] & 8388607) >>> (23 - 6)) - | ((in[10 + inpos] & 8388607) << 6) - | ((in[11 + inpos]) << 29); - out[8 + outpos] = ((in[11 + inpos] & 8388607) >>> (23 - 20)) + out[7 + outpos] = ((in[9 + inpos]) >>> (23 - 6)) + | ((in[10 + inpos]) << 6) | ((in[11 + inpos]) << 29); + out[8 + outpos] = ((in[11 + inpos]) >>> (23 - 20)) | ((in[12 + inpos]) << 20); - out[9 + outpos] = ((in[12 + inpos] & 8388607) >>> (23 - 11)) + out[9 + outpos] = ((in[12 + inpos]) >>> (23 - 11)) | ((in[13 + inpos]) << 11); - out[10 + outpos] = ((in[13 + inpos] & 8388607) >>> (23 - 2)) - | ((in[14 + inpos] & 8388607) << 2) - | ((in[15 + inpos]) << 25); - out[11 + outpos] = ((in[15 + inpos] & 8388607) >>> (23 - 16)) + out[10 + outpos] = ((in[13 + inpos]) >>> (23 - 2)) + | ((in[14 + inpos]) << 2) | ((in[15 + inpos]) << 25); + out[11 + outpos] = ((in[15 + inpos]) >>> (23 - 16)) | ((in[16 + inpos]) << 16); - out[12 + outpos] = ((in[16 + inpos] & 8388607) >>> (23 - 7)) - | ((in[17 + inpos] & 8388607) << 7) - | ((in[18 + inpos]) << 30); - out[13 + outpos] = ((in[18 + inpos] & 8388607) >>> (23 - 21)) + out[12 + outpos] = ((in[16 + inpos]) >>> (23 - 7)) + | ((in[17 + inpos]) << 7) | ((in[18 + inpos]) << 30); + out[13 + outpos] = ((in[18 + inpos]) >>> (23 - 21)) | ((in[19 + inpos]) << 21); - out[14 + outpos] = ((in[19 + inpos] & 8388607) >>> (23 - 12)) + out[14 + outpos] = ((in[19 + inpos]) >>> (23 - 12)) | ((in[20 + inpos]) << 12); - out[15 + outpos] = ((in[20 + inpos] & 8388607) >>> (23 - 3)) - | ((in[21 + inpos] & 8388607) << 3) - | ((in[22 + inpos]) << 26); - out[16 + outpos] = ((in[22 + inpos] & 8388607) >>> (23 - 17)) + out[15 + outpos] = ((in[20 + inpos]) >>> (23 - 3)) + | ((in[21 + inpos]) << 3) | ((in[22 + inpos]) << 26); + out[16 + outpos] = ((in[22 + inpos]) >>> (23 - 17)) | ((in[23 + inpos]) << 17); - out[17 + outpos] = ((in[23 + inpos] & 8388607) >>> (23 - 8)) - | ((in[24 + inpos] & 8388607) << 8) - | ((in[25 + inpos]) << 31); - out[18 + outpos] = ((in[25 + inpos] & 8388607) >>> (23 - 22)) + out[17 + outpos] = ((in[23 + inpos]) >>> (23 - 8)) + | ((in[24 + inpos]) << 8) | ((in[25 + inpos]) << 31); + out[18 + outpos] = ((in[25 + inpos]) >>> (23 - 22)) | ((in[26 + inpos]) << 22); - out[19 + outpos] = ((in[26 + inpos] & 8388607) >>> (23 - 13)) + out[19 + outpos] = ((in[26 + inpos]) >>> (23 - 13)) | ((in[27 + inpos]) << 13); - out[20 + outpos] = ((in[27 + inpos] & 8388607) >>> (23 - 4)) - | ((in[28 + inpos] & 8388607) << 4) - | ((in[29 + inpos]) << 27); - out[21 + outpos] = ((in[29 + inpos] & 8388607) >>> (23 - 18)) + out[20 + outpos] = ((in[27 + inpos]) >>> (23 - 4)) + | ((in[28 + inpos]) << 4) | ((in[29 + inpos]) << 27); + out[21 + outpos] = ((in[29 + inpos]) >>> (23 - 18)) | ((in[30 + inpos]) << 18); - out[22 + outpos] = ((in[30 + inpos] & 8388607) >>> (23 - 9)) + out[22 + outpos] = ((in[30 + inpos]) >>> (23 - 9)) | ((in[31 + inpos]) << 9); } - protected static void fastpack24(final int[] in, int inpos, + protected static void fastpackwithoutmask24(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 16777215) - | ((in[1 + inpos]) << 24); - out[1 + outpos] = ((in[1 + inpos] & 16777215) >>> (24 - 16)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 24); + out[1 + outpos] = ((in[1 + inpos]) >>> (24 - 16)) | ((in[2 + inpos]) << 16); - out[2 + outpos] = ((in[2 + inpos] & 16777215) >>> (24 - 8)) + out[2 + outpos] = ((in[2 + inpos]) >>> (24 - 8)) | ((in[3 + inpos]) << 8); - out[3 + outpos] = (in[4 + inpos] & 16777215) - | ((in[5 + inpos]) << 24); - out[4 + outpos] = ((in[5 + inpos] & 16777215) >>> (24 - 16)) + out[3 + outpos] = in[4 + inpos] | ((in[5 + inpos]) << 24); + out[4 + outpos] = ((in[5 + inpos]) >>> (24 - 16)) | ((in[6 + inpos]) << 16); - out[5 + outpos] = ((in[6 + inpos] & 16777215) >>> (24 - 8)) + out[5 + outpos] = ((in[6 + inpos]) >>> (24 - 8)) | ((in[7 + inpos]) << 8); - out[6 + outpos] = (in[8 + inpos] & 16777215) - | ((in[9 + inpos]) << 24); - out[7 + outpos] = ((in[9 + inpos] & 16777215) >>> (24 - 16)) + out[6 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 24); + out[7 + outpos] = ((in[9 + inpos]) >>> (24 - 16)) | ((in[10 + inpos]) << 16); - out[8 + outpos] = ((in[10 + inpos] & 16777215) >>> (24 - 8)) + out[8 + outpos] = ((in[10 + inpos]) >>> (24 - 8)) | ((in[11 + inpos]) << 8); - out[9 + outpos] = (in[12 + inpos] & 16777215) - | ((in[13 + inpos]) << 24); - out[10 + outpos] = ((in[13 + inpos] & 16777215) >>> (24 - 16)) + out[9 + outpos] = in[12 + inpos] | ((in[13 + inpos]) << 24); + out[10 + outpos] = ((in[13 + inpos]) >>> (24 - 16)) | ((in[14 + inpos]) << 16); - out[11 + outpos] = ((in[14 + inpos] & 16777215) >>> (24 - 8)) + out[11 + outpos] = ((in[14 + inpos]) >>> (24 - 8)) | ((in[15 + inpos]) << 8); - out[12 + outpos] = (in[16 + inpos] & 16777215) - | ((in[17 + inpos]) << 24); - out[13 + outpos] = ((in[17 + inpos] & 16777215) >>> (24 - 16)) + out[12 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 24); + out[13 + outpos] = ((in[17 + inpos]) >>> (24 - 16)) | ((in[18 + inpos]) << 16); - out[14 + outpos] = ((in[18 + inpos] & 16777215) >>> (24 - 8)) + out[14 + outpos] = ((in[18 + inpos]) >>> (24 - 8)) | ((in[19 + inpos]) << 8); - out[15 + outpos] = (in[20 + inpos] & 16777215) - | ((in[21 + inpos]) << 24); - out[16 + outpos] = ((in[21 + inpos] & 16777215) >>> (24 - 16)) + out[15 + outpos] = in[20 + inpos] | ((in[21 + inpos]) << 24); + out[16 + outpos] = ((in[21 + inpos]) >>> (24 - 16)) | ((in[22 + inpos]) << 16); - out[17 + outpos] = ((in[22 + inpos] & 16777215) >>> (24 - 8)) + out[17 + outpos] = ((in[22 + inpos]) >>> (24 - 8)) | ((in[23 + inpos]) << 8); - out[18 + outpos] = (in[24 + inpos] & 16777215) - | ((in[25 + inpos]) << 24); - out[19 + outpos] = ((in[25 + inpos] & 16777215) >>> (24 - 16)) + out[18 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 24); + out[19 + outpos] = ((in[25 + inpos]) >>> (24 - 16)) | ((in[26 + inpos]) << 16); - out[20 + outpos] = ((in[26 + inpos] & 16777215) >>> (24 - 8)) + out[20 + outpos] = ((in[26 + inpos]) >>> (24 - 8)) | ((in[27 + inpos]) << 8); - out[21 + outpos] = (in[28 + inpos] & 16777215) - | ((in[29 + inpos]) << 24); - out[22 + outpos] = ((in[29 + inpos] & 16777215) >>> (24 - 16)) + out[21 + outpos] = in[28 + inpos] | ((in[29 + inpos]) << 24); + out[22 + outpos] = ((in[29 + inpos]) >>> (24 - 16)) | ((in[30 + inpos]) << 16); - out[23 + outpos] = ((in[30 + inpos] & 16777215) >>> (24 - 8)) + out[23 + outpos] = ((in[30 + inpos]) >>> (24 - 8)) | ((in[31 + inpos]) << 8); } - protected static void fastpack25(final int[] in, int inpos, + protected static void fastpackwithoutmask25(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 33554431) - | ((in[1 + inpos]) << 25); - out[1 + outpos] = ((in[1 + inpos] & 33554431) >>> (25 - 18)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 25); + out[1 + outpos] = ((in[1 + inpos]) >>> (25 - 18)) | ((in[2 + inpos]) << 18); - out[2 + outpos] = ((in[2 + inpos] & 33554431) >>> (25 - 11)) + out[2 + outpos] = ((in[2 + inpos]) >>> (25 - 11)) | ((in[3 + inpos]) << 11); - out[3 + outpos] = ((in[3 + inpos] & 33554431) >>> (25 - 4)) - | ((in[4 + inpos] & 33554431) << 4) - | ((in[5 + inpos]) << 29); - out[4 + outpos] = ((in[5 + inpos] & 33554431) >>> (25 - 22)) + out[3 + outpos] = ((in[3 + inpos]) >>> (25 - 4)) + | ((in[4 + inpos]) << 4) | ((in[5 + inpos]) << 29); + out[4 + outpos] = ((in[5 + inpos]) >>> (25 - 22)) | ((in[6 + inpos]) << 22); - out[5 + outpos] = ((in[6 + inpos] & 33554431) >>> (25 - 15)) + out[5 + outpos] = ((in[6 + inpos]) >>> (25 - 15)) | ((in[7 + inpos]) << 15); - out[6 + outpos] = ((in[7 + inpos] & 33554431) >>> (25 - 8)) + out[6 + outpos] = ((in[7 + inpos]) >>> (25 - 8)) | ((in[8 + inpos]) << 8); - out[7 + outpos] = ((in[8 + inpos] & 33554431) >>> (25 - 1)) - | ((in[9 + inpos] & 33554431) << 1) - | ((in[10 + inpos]) << 26); - out[8 + outpos] = ((in[10 + inpos] & 33554431) >>> (25 - 19)) + out[7 + outpos] = ((in[8 + inpos]) >>> (25 - 1)) + | ((in[9 + inpos]) << 1) | ((in[10 + inpos]) << 26); + out[8 + outpos] = ((in[10 + inpos]) >>> (25 - 19)) | ((in[11 + inpos]) << 19); - out[9 + outpos] = ((in[11 + inpos] & 33554431) >>> (25 - 12)) + out[9 + outpos] = ((in[11 + inpos]) >>> (25 - 12)) | ((in[12 + inpos]) << 12); - out[10 + outpos] = ((in[12 + inpos] & 33554431) >>> (25 - 5)) - | ((in[13 + inpos] & 33554431) << 5) - | ((in[14 + inpos]) << 30); - out[11 + outpos] = ((in[14 + inpos] & 33554431) >>> (25 - 23)) + out[10 + outpos] = ((in[12 + inpos]) >>> (25 - 5)) + | ((in[13 + inpos]) << 5) | ((in[14 + inpos]) << 30); + out[11 + outpos] = ((in[14 + inpos]) >>> (25 - 23)) | ((in[15 + inpos]) << 23); - out[12 + outpos] = ((in[15 + inpos] & 33554431) >>> (25 - 16)) + out[12 + outpos] = ((in[15 + inpos]) >>> (25 - 16)) | ((in[16 + inpos]) << 16); - out[13 + outpos] = ((in[16 + inpos] & 33554431) >>> (25 - 9)) + out[13 + outpos] = ((in[16 + inpos]) >>> (25 - 9)) | ((in[17 + inpos]) << 9); - out[14 + outpos] = ((in[17 + inpos] & 33554431) >>> (25 - 2)) - | ((in[18 + inpos] & 33554431) << 2) - | ((in[19 + inpos]) << 27); - out[15 + outpos] = ((in[19 + inpos] & 33554431) >>> (25 - 20)) + out[14 + outpos] = ((in[17 + inpos]) >>> (25 - 2)) + | ((in[18 + inpos]) << 2) | ((in[19 + inpos]) << 27); + out[15 + outpos] = ((in[19 + inpos]) >>> (25 - 20)) | ((in[20 + inpos]) << 20); - out[16 + outpos] = ((in[20 + inpos] & 33554431) >>> (25 - 13)) + out[16 + outpos] = ((in[20 + inpos]) >>> (25 - 13)) | ((in[21 + inpos]) << 13); - out[17 + outpos] = ((in[21 + inpos] & 33554431) >>> (25 - 6)) - | ((in[22 + inpos] & 33554431) << 6) - | ((in[23 + inpos]) << 31); - out[18 + outpos] = ((in[23 + inpos] & 33554431) >>> (25 - 24)) + out[17 + outpos] = ((in[21 + inpos]) >>> (25 - 6)) + | ((in[22 + inpos]) << 6) | ((in[23 + inpos]) << 31); + out[18 + outpos] = ((in[23 + inpos]) >>> (25 - 24)) | ((in[24 + inpos]) << 24); - out[19 + outpos] = ((in[24 + inpos] & 33554431) >>> (25 - 17)) + out[19 + outpos] = ((in[24 + inpos]) >>> (25 - 17)) | ((in[25 + inpos]) << 17); - out[20 + outpos] = ((in[25 + inpos] & 33554431) >>> (25 - 10)) + out[20 + outpos] = ((in[25 + inpos]) >>> (25 - 10)) | ((in[26 + inpos]) << 10); - out[21 + outpos] = ((in[26 + inpos] & 33554431) >>> (25 - 3)) - | ((in[27 + inpos] & 33554431) << 3) - | ((in[28 + inpos]) << 28); - out[22 + outpos] = ((in[28 + inpos] & 33554431) >>> (25 - 21)) + out[21 + outpos] = ((in[26 + inpos]) >>> (25 - 3)) + | ((in[27 + inpos]) << 3) | ((in[28 + inpos]) << 28); + out[22 + outpos] = ((in[28 + inpos]) >>> (25 - 21)) | ((in[29 + inpos]) << 21); - out[23 + outpos] = ((in[29 + inpos] & 33554431) >>> (25 - 14)) + out[23 + outpos] = ((in[29 + inpos]) >>> (25 - 14)) | ((in[30 + inpos]) << 14); - out[24 + outpos] = ((in[30 + inpos] & 33554431) >>> (25 - 7)) + out[24 + outpos] = ((in[30 + inpos]) >>> (25 - 7)) | ((in[31 + inpos]) << 7); } - protected static void fastpack26(final int[] in, int inpos, + protected static void fastpackwithoutmask26(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 67108863) - | ((in[1 + inpos]) << 26); - out[1 + outpos] = ((in[1 + inpos] & 67108863) >>> (26 - 20)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 26); + out[1 + outpos] = ((in[1 + inpos]) >>> (26 - 20)) | ((in[2 + inpos]) << 20); - out[2 + outpos] = ((in[2 + inpos] & 67108863) >>> (26 - 14)) + out[2 + outpos] = ((in[2 + inpos]) >>> (26 - 14)) | ((in[3 + inpos]) << 14); - out[3 + outpos] = ((in[3 + inpos] & 67108863) >>> (26 - 8)) + out[3 + outpos] = ((in[3 + inpos]) >>> (26 - 8)) | ((in[4 + inpos]) << 8); - out[4 + outpos] = ((in[4 + inpos] & 67108863) >>> (26 - 2)) - | ((in[5 + inpos] & 67108863) << 2) - | ((in[6 + inpos]) << 28); - out[5 + outpos] = ((in[6 + inpos] & 67108863) >>> (26 - 22)) + out[4 + outpos] = ((in[4 + inpos]) >>> (26 - 2)) + | ((in[5 + inpos]) << 2) | ((in[6 + inpos]) << 28); + out[5 + outpos] = ((in[6 + inpos]) >>> (26 - 22)) | ((in[7 + inpos]) << 22); - out[6 + outpos] = ((in[7 + inpos] & 67108863) >>> (26 - 16)) + out[6 + outpos] = ((in[7 + inpos]) >>> (26 - 16)) | ((in[8 + inpos]) << 16); - out[7 + outpos] = ((in[8 + inpos] & 67108863) >>> (26 - 10)) + out[7 + outpos] = ((in[8 + inpos]) >>> (26 - 10)) | ((in[9 + inpos]) << 10); - out[8 + outpos] = ((in[9 + inpos] & 67108863) >>> (26 - 4)) - | ((in[10 + inpos] & 67108863) << 4) - | ((in[11 + inpos]) << 30); - out[9 + outpos] = ((in[11 + inpos] & 67108863) >>> (26 - 24)) + out[8 + outpos] = ((in[9 + inpos]) >>> (26 - 4)) + | ((in[10 + inpos]) << 4) | ((in[11 + inpos]) << 30); + out[9 + outpos] = ((in[11 + inpos]) >>> (26 - 24)) | ((in[12 + inpos]) << 24); - out[10 + outpos] = ((in[12 + inpos] & 67108863) >>> (26 - 18)) + out[10 + outpos] = ((in[12 + inpos]) >>> (26 - 18)) | ((in[13 + inpos]) << 18); - out[11 + outpos] = ((in[13 + inpos] & 67108863) >>> (26 - 12)) + out[11 + outpos] = ((in[13 + inpos]) >>> (26 - 12)) | ((in[14 + inpos]) << 12); - out[12 + outpos] = ((in[14 + inpos] & 67108863) >>> (26 - 6)) + out[12 + outpos] = ((in[14 + inpos]) >>> (26 - 6)) | ((in[15 + inpos]) << 6); - out[13 + outpos] = (in[16 + inpos] & 67108863) - | ((in[17 + inpos]) << 26); - out[14 + outpos] = ((in[17 + inpos] & 67108863) >>> (26 - 20)) + out[13 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 26); + out[14 + outpos] = ((in[17 + inpos]) >>> (26 - 20)) | ((in[18 + inpos]) << 20); - out[15 + outpos] = ((in[18 + inpos] & 67108863) >>> (26 - 14)) + out[15 + outpos] = ((in[18 + inpos]) >>> (26 - 14)) | ((in[19 + inpos]) << 14); - out[16 + outpos] = ((in[19 + inpos] & 67108863) >>> (26 - 8)) + out[16 + outpos] = ((in[19 + inpos]) >>> (26 - 8)) | ((in[20 + inpos]) << 8); - out[17 + outpos] = ((in[20 + inpos] & 67108863) >>> (26 - 2)) - | ((in[21 + inpos] & 67108863) << 2) - | ((in[22 + inpos]) << 28); - out[18 + outpos] = ((in[22 + inpos] & 67108863) >>> (26 - 22)) + out[17 + outpos] = ((in[20 + inpos]) >>> (26 - 2)) + | ((in[21 + inpos]) << 2) | ((in[22 + inpos]) << 28); + out[18 + outpos] = ((in[22 + inpos]) >>> (26 - 22)) | ((in[23 + inpos]) << 22); - out[19 + outpos] = ((in[23 + inpos] & 67108863) >>> (26 - 16)) + out[19 + outpos] = ((in[23 + inpos]) >>> (26 - 16)) | ((in[24 + inpos]) << 16); - out[20 + outpos] = ((in[24 + inpos] & 67108863) >>> (26 - 10)) + out[20 + outpos] = ((in[24 + inpos]) >>> (26 - 10)) | ((in[25 + inpos]) << 10); - out[21 + outpos] = ((in[25 + inpos] & 67108863) >>> (26 - 4)) - | ((in[26 + inpos] & 67108863) << 4) - | ((in[27 + inpos]) << 30); - out[22 + outpos] = ((in[27 + inpos] & 67108863) >>> (26 - 24)) + out[21 + outpos] = ((in[25 + inpos]) >>> (26 - 4)) + | ((in[26 + inpos]) << 4) | ((in[27 + inpos]) << 30); + out[22 + outpos] = ((in[27 + inpos]) >>> (26 - 24)) | ((in[28 + inpos]) << 24); - out[23 + outpos] = ((in[28 + inpos] & 67108863) >>> (26 - 18)) + out[23 + outpos] = ((in[28 + inpos]) >>> (26 - 18)) | ((in[29 + inpos]) << 18); - out[24 + outpos] = ((in[29 + inpos] & 67108863) >>> (26 - 12)) + out[24 + outpos] = ((in[29 + inpos]) >>> (26 - 12)) | ((in[30 + inpos]) << 12); - out[25 + outpos] = ((in[30 + inpos] & 67108863) >>> (26 - 6)) + out[25 + outpos] = ((in[30 + inpos]) >>> (26 - 6)) | ((in[31 + inpos]) << 6); } - protected static void fastpack27(final int[] in, int inpos, + protected static void fastpackwithoutmask27(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 134217727) - | ((in[1 + inpos]) << 27); - out[1 + outpos] = ((in[1 + inpos] & 134217727) >>> (27 - 22)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 27); + out[1 + outpos] = ((in[1 + inpos]) >>> (27 - 22)) | ((in[2 + inpos]) << 22); - out[2 + outpos] = ((in[2 + inpos] & 134217727) >>> (27 - 17)) + out[2 + outpos] = ((in[2 + inpos]) >>> (27 - 17)) | ((in[3 + inpos]) << 17); - out[3 + outpos] = ((in[3 + inpos] & 134217727) >>> (27 - 12)) + out[3 + outpos] = ((in[3 + inpos]) >>> (27 - 12)) | ((in[4 + inpos]) << 12); - out[4 + outpos] = ((in[4 + inpos] & 134217727) >>> (27 - 7)) + out[4 + outpos] = ((in[4 + inpos]) >>> (27 - 7)) | ((in[5 + inpos]) << 7); - out[5 + outpos] = ((in[5 + inpos] & 134217727) >>> (27 - 2)) - | ((in[6 + inpos] & 134217727) << 2) - | ((in[7 + inpos]) << 29); - out[6 + outpos] = ((in[7 + inpos] & 134217727) >>> (27 - 24)) + out[5 + outpos] = ((in[5 + inpos]) >>> (27 - 2)) + | ((in[6 + inpos]) << 2) | ((in[7 + inpos]) << 29); + out[6 + outpos] = ((in[7 + inpos]) >>> (27 - 24)) | ((in[8 + inpos]) << 24); - out[7 + outpos] = ((in[8 + inpos] & 134217727) >>> (27 - 19)) + out[7 + outpos] = ((in[8 + inpos]) >>> (27 - 19)) | ((in[9 + inpos]) << 19); - out[8 + outpos] = ((in[9 + inpos] & 134217727) >>> (27 - 14)) + out[8 + outpos] = ((in[9 + inpos]) >>> (27 - 14)) | ((in[10 + inpos]) << 14); - out[9 + outpos] = ((in[10 + inpos] & 134217727) >>> (27 - 9)) + out[9 + outpos] = ((in[10 + inpos]) >>> (27 - 9)) | ((in[11 + inpos]) << 9); - out[10 + outpos] = ((in[11 + inpos] & 134217727) >>> (27 - 4)) - | ((in[12 + inpos] & 134217727) << 4) - | ((in[13 + inpos]) << 31); - out[11 + outpos] = ((in[13 + inpos] & 134217727) >>> (27 - 26)) + out[10 + outpos] = ((in[11 + inpos]) >>> (27 - 4)) + | ((in[12 + inpos]) << 4) | ((in[13 + inpos]) << 31); + out[11 + outpos] = ((in[13 + inpos]) >>> (27 - 26)) | ((in[14 + inpos]) << 26); - out[12 + outpos] = ((in[14 + inpos] & 134217727) >>> (27 - 21)) + out[12 + outpos] = ((in[14 + inpos]) >>> (27 - 21)) | ((in[15 + inpos]) << 21); - out[13 + outpos] = ((in[15 + inpos] & 134217727) >>> (27 - 16)) + out[13 + outpos] = ((in[15 + inpos]) >>> (27 - 16)) | ((in[16 + inpos]) << 16); - out[14 + outpos] = ((in[16 + inpos] & 134217727) >>> (27 - 11)) + out[14 + outpos] = ((in[16 + inpos]) >>> (27 - 11)) | ((in[17 + inpos]) << 11); - out[15 + outpos] = ((in[17 + inpos] & 134217727) >>> (27 - 6)) + out[15 + outpos] = ((in[17 + inpos]) >>> (27 - 6)) | ((in[18 + inpos]) << 6); - out[16 + outpos] = ((in[18 + inpos] & 134217727) >>> (27 - 1)) - | ((in[19 + inpos] & 134217727) << 1) - | ((in[20 + inpos]) << 28); - out[17 + outpos] = ((in[20 + inpos] & 134217727) >>> (27 - 23)) + out[16 + outpos] = ((in[18 + inpos]) >>> (27 - 1)) + | ((in[19 + inpos]) << 1) | ((in[20 + inpos]) << 28); + out[17 + outpos] = ((in[20 + inpos]) >>> (27 - 23)) | ((in[21 + inpos]) << 23); - out[18 + outpos] = ((in[21 + inpos] & 134217727) >>> (27 - 18)) + out[18 + outpos] = ((in[21 + inpos]) >>> (27 - 18)) | ((in[22 + inpos]) << 18); - out[19 + outpos] = ((in[22 + inpos] & 134217727) >>> (27 - 13)) + out[19 + outpos] = ((in[22 + inpos]) >>> (27 - 13)) | ((in[23 + inpos]) << 13); - out[20 + outpos] = ((in[23 + inpos] & 134217727) >>> (27 - 8)) + out[20 + outpos] = ((in[23 + inpos]) >>> (27 - 8)) | ((in[24 + inpos]) << 8); - out[21 + outpos] = ((in[24 + inpos] & 134217727) >>> (27 - 3)) - | ((in[25 + inpos] & 134217727) << 3) - | ((in[26 + inpos]) << 30); - out[22 + outpos] = ((in[26 + inpos] & 134217727) >>> (27 - 25)) + out[21 + outpos] = ((in[24 + inpos]) >>> (27 - 3)) + | ((in[25 + inpos]) << 3) | ((in[26 + inpos]) << 30); + out[22 + outpos] = ((in[26 + inpos]) >>> (27 - 25)) | ((in[27 + inpos]) << 25); - out[23 + outpos] = ((in[27 + inpos] & 134217727) >>> (27 - 20)) + out[23 + outpos] = ((in[27 + inpos]) >>> (27 - 20)) | ((in[28 + inpos]) << 20); - out[24 + outpos] = ((in[28 + inpos] & 134217727) >>> (27 - 15)) + out[24 + outpos] = ((in[28 + inpos]) >>> (27 - 15)) | ((in[29 + inpos]) << 15); - out[25 + outpos] = ((in[29 + inpos] & 134217727) >>> (27 - 10)) + out[25 + outpos] = ((in[29 + inpos]) >>> (27 - 10)) | ((in[30 + inpos]) << 10); - out[26 + outpos] = ((in[30 + inpos] & 134217727) >>> (27 - 5)) + out[26 + outpos] = ((in[30 + inpos]) >>> (27 - 5)) | ((in[31 + inpos]) << 5); } - protected static void fastpack28(final int[] in, int inpos, + protected static void fastpackwithoutmask28(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 268435455) - | ((in[1 + inpos]) << 28); - out[1 + outpos] = ((in[1 + inpos] & 268435455) >>> (28 - 24)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 28); + out[1 + outpos] = ((in[1 + inpos]) >>> (28 - 24)) | ((in[2 + inpos]) << 24); - out[2 + outpos] = ((in[2 + inpos] & 268435455) >>> (28 - 20)) + out[2 + outpos] = ((in[2 + inpos]) >>> (28 - 20)) | ((in[3 + inpos]) << 20); - out[3 + outpos] = ((in[3 + inpos] & 268435455) >>> (28 - 16)) + out[3 + outpos] = ((in[3 + inpos]) >>> (28 - 16)) | ((in[4 + inpos]) << 16); - out[4 + outpos] = ((in[4 + inpos] & 268435455) >>> (28 - 12)) + out[4 + outpos] = ((in[4 + inpos]) >>> (28 - 12)) | ((in[5 + inpos]) << 12); - out[5 + outpos] = ((in[5 + inpos] & 268435455) >>> (28 - 8)) + out[5 + outpos] = ((in[5 + inpos]) >>> (28 - 8)) | ((in[6 + inpos]) << 8); - out[6 + outpos] = ((in[6 + inpos] & 268435455) >>> (28 - 4)) + out[6 + outpos] = ((in[6 + inpos]) >>> (28 - 4)) | ((in[7 + inpos]) << 4); - out[7 + outpos] = (in[8 + inpos] & 268435455) - | ((in[9 + inpos]) << 28); - out[8 + outpos] = ((in[9 + inpos] & 268435455) >>> (28 - 24)) + out[7 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 28); + out[8 + outpos] = ((in[9 + inpos]) >>> (28 - 24)) | ((in[10 + inpos]) << 24); - out[9 + outpos] = ((in[10 + inpos] & 268435455) >>> (28 - 20)) + out[9 + outpos] = ((in[10 + inpos]) >>> (28 - 20)) | ((in[11 + inpos]) << 20); - out[10 + outpos] = ((in[11 + inpos] & 268435455) >>> (28 - 16)) + out[10 + outpos] = ((in[11 + inpos]) >>> (28 - 16)) | ((in[12 + inpos]) << 16); - out[11 + outpos] = ((in[12 + inpos] & 268435455) >>> (28 - 12)) + out[11 + outpos] = ((in[12 + inpos]) >>> (28 - 12)) | ((in[13 + inpos]) << 12); - out[12 + outpos] = ((in[13 + inpos] & 268435455) >>> (28 - 8)) + out[12 + outpos] = ((in[13 + inpos]) >>> (28 - 8)) | ((in[14 + inpos]) << 8); - out[13 + outpos] = ((in[14 + inpos] & 268435455) >>> (28 - 4)) + out[13 + outpos] = ((in[14 + inpos]) >>> (28 - 4)) | ((in[15 + inpos]) << 4); - out[14 + outpos] = (in[16 + inpos] & 268435455) - | ((in[17 + inpos]) << 28); - out[15 + outpos] = ((in[17 + inpos] & 268435455) >>> (28 - 24)) + out[14 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 28); + out[15 + outpos] = ((in[17 + inpos]) >>> (28 - 24)) | ((in[18 + inpos]) << 24); - out[16 + outpos] = ((in[18 + inpos] & 268435455) >>> (28 - 20)) + out[16 + outpos] = ((in[18 + inpos]) >>> (28 - 20)) | ((in[19 + inpos]) << 20); - out[17 + outpos] = ((in[19 + inpos] & 268435455) >>> (28 - 16)) + out[17 + outpos] = ((in[19 + inpos]) >>> (28 - 16)) | ((in[20 + inpos]) << 16); - out[18 + outpos] = ((in[20 + inpos] & 268435455) >>> (28 - 12)) + out[18 + outpos] = ((in[20 + inpos]) >>> (28 - 12)) | ((in[21 + inpos]) << 12); - out[19 + outpos] = ((in[21 + inpos] & 268435455) >>> (28 - 8)) + out[19 + outpos] = ((in[21 + inpos]) >>> (28 - 8)) | ((in[22 + inpos]) << 8); - out[20 + outpos] = ((in[22 + inpos] & 268435455) >>> (28 - 4)) + out[20 + outpos] = ((in[22 + inpos]) >>> (28 - 4)) | ((in[23 + inpos]) << 4); - out[21 + outpos] = (in[24 + inpos] & 268435455) - | ((in[25 + inpos]) << 28); - out[22 + outpos] = ((in[25 + inpos] & 268435455) >>> (28 - 24)) + out[21 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 28); + out[22 + outpos] = ((in[25 + inpos]) >>> (28 - 24)) | ((in[26 + inpos]) << 24); - out[23 + outpos] = ((in[26 + inpos] & 268435455) >>> (28 - 20)) + out[23 + outpos] = ((in[26 + inpos]) >>> (28 - 20)) | ((in[27 + inpos]) << 20); - out[24 + outpos] = ((in[27 + inpos] & 268435455) >>> (28 - 16)) + out[24 + outpos] = ((in[27 + inpos]) >>> (28 - 16)) | ((in[28 + inpos]) << 16); - out[25 + outpos] = ((in[28 + inpos] & 268435455) >>> (28 - 12)) + out[25 + outpos] = ((in[28 + inpos]) >>> (28 - 12)) | ((in[29 + inpos]) << 12); - out[26 + outpos] = ((in[29 + inpos] & 268435455) >>> (28 - 8)) + out[26 + outpos] = ((in[29 + inpos]) >>> (28 - 8)) | ((in[30 + inpos]) << 8); - out[27 + outpos] = ((in[30 + inpos] & 268435455) >>> (28 - 4)) + out[27 + outpos] = ((in[30 + inpos]) >>> (28 - 4)) | ((in[31 + inpos]) << 4); } - protected static void fastpack29(final int[] in, int inpos, + protected static void fastpackwithoutmask29(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 536870911) - | ((in[1 + inpos]) << 29); - out[1 + outpos] = ((in[1 + inpos] & 536870911) >>> (29 - 26)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 29); + out[1 + outpos] = ((in[1 + inpos]) >>> (29 - 26)) | ((in[2 + inpos]) << 26); - out[2 + outpos] = ((in[2 + inpos] & 536870911) >>> (29 - 23)) + out[2 + outpos] = ((in[2 + inpos]) >>> (29 - 23)) | ((in[3 + inpos]) << 23); - out[3 + outpos] = ((in[3 + inpos] & 536870911) >>> (29 - 20)) + out[3 + outpos] = ((in[3 + inpos]) >>> (29 - 20)) | ((in[4 + inpos]) << 20); - out[4 + outpos] = ((in[4 + inpos] & 536870911) >>> (29 - 17)) + out[4 + outpos] = ((in[4 + inpos]) >>> (29 - 17)) | ((in[5 + inpos]) << 17); - out[5 + outpos] = ((in[5 + inpos] & 536870911) >>> (29 - 14)) + out[5 + outpos] = ((in[5 + inpos]) >>> (29 - 14)) | ((in[6 + inpos]) << 14); - out[6 + outpos] = ((in[6 + inpos] & 536870911) >>> (29 - 11)) + out[6 + outpos] = ((in[6 + inpos]) >>> (29 - 11)) | ((in[7 + inpos]) << 11); - out[7 + outpos] = ((in[7 + inpos] & 536870911) >>> (29 - 8)) + out[7 + outpos] = ((in[7 + inpos]) >>> (29 - 8)) | ((in[8 + inpos]) << 8); - out[8 + outpos] = ((in[8 + inpos] & 536870911) >>> (29 - 5)) + out[8 + outpos] = ((in[8 + inpos]) >>> (29 - 5)) | ((in[9 + inpos]) << 5); - out[9 + outpos] = ((in[9 + inpos] & 536870911) >>> (29 - 2)) - | ((in[10 + inpos] & 536870911) << 2) - | ((in[11 + inpos]) << 31); - out[10 + outpos] = ((in[11 + inpos] & 536870911) >>> (29 - 28)) + out[9 + outpos] = ((in[9 + inpos]) >>> (29 - 2)) + | ((in[10 + inpos]) << 2) | ((in[11 + inpos]) << 31); + out[10 + outpos] = ((in[11 + inpos]) >>> (29 - 28)) | ((in[12 + inpos]) << 28); - out[11 + outpos] = ((in[12 + inpos] & 536870911) >>> (29 - 25)) + out[11 + outpos] = ((in[12 + inpos]) >>> (29 - 25)) | ((in[13 + inpos]) << 25); - out[12 + outpos] = ((in[13 + inpos] & 536870911) >>> (29 - 22)) + out[12 + outpos] = ((in[13 + inpos]) >>> (29 - 22)) | ((in[14 + inpos]) << 22); - out[13 + outpos] = ((in[14 + inpos] & 536870911) >>> (29 - 19)) + out[13 + outpos] = ((in[14 + inpos]) >>> (29 - 19)) | ((in[15 + inpos]) << 19); - out[14 + outpos] = ((in[15 + inpos] & 536870911) >>> (29 - 16)) + out[14 + outpos] = ((in[15 + inpos]) >>> (29 - 16)) | ((in[16 + inpos]) << 16); - out[15 + outpos] = ((in[16 + inpos] & 536870911) >>> (29 - 13)) + out[15 + outpos] = ((in[16 + inpos]) >>> (29 - 13)) | ((in[17 + inpos]) << 13); - out[16 + outpos] = ((in[17 + inpos] & 536870911) >>> (29 - 10)) + out[16 + outpos] = ((in[17 + inpos]) >>> (29 - 10)) | ((in[18 + inpos]) << 10); - out[17 + outpos] = ((in[18 + inpos] & 536870911) >>> (29 - 7)) + out[17 + outpos] = ((in[18 + inpos]) >>> (29 - 7)) | ((in[19 + inpos]) << 7); - out[18 + outpos] = ((in[19 + inpos] & 536870911) >>> (29 - 4)) + out[18 + outpos] = ((in[19 + inpos]) >>> (29 - 4)) | ((in[20 + inpos]) << 4); - out[19 + outpos] = ((in[20 + inpos] & 536870911) >>> (29 - 1)) - | ((in[21 + inpos] & 536870911) << 1) - | ((in[22 + inpos]) << 30); - out[20 + outpos] = ((in[22 + inpos] & 536870911) >>> (29 - 27)) + out[19 + outpos] = ((in[20 + inpos]) >>> (29 - 1)) + | ((in[21 + inpos]) << 1) | ((in[22 + inpos]) << 30); + out[20 + outpos] = ((in[22 + inpos]) >>> (29 - 27)) | ((in[23 + inpos]) << 27); - out[21 + outpos] = ((in[23 + inpos] & 536870911) >>> (29 - 24)) + out[21 + outpos] = ((in[23 + inpos]) >>> (29 - 24)) | ((in[24 + inpos]) << 24); - out[22 + outpos] = ((in[24 + inpos] & 536870911) >>> (29 - 21)) + out[22 + outpos] = ((in[24 + inpos]) >>> (29 - 21)) | ((in[25 + inpos]) << 21); - out[23 + outpos] = ((in[25 + inpos] & 536870911) >>> (29 - 18)) + out[23 + outpos] = ((in[25 + inpos]) >>> (29 - 18)) | ((in[26 + inpos]) << 18); - out[24 + outpos] = ((in[26 + inpos] & 536870911) >>> (29 - 15)) + out[24 + outpos] = ((in[26 + inpos]) >>> (29 - 15)) | ((in[27 + inpos]) << 15); - out[25 + outpos] = ((in[27 + inpos] & 536870911) >>> (29 - 12)) + out[25 + outpos] = ((in[27 + inpos]) >>> (29 - 12)) | ((in[28 + inpos]) << 12); - out[26 + outpos] = ((in[28 + inpos] & 536870911) >>> (29 - 9)) + out[26 + outpos] = ((in[28 + inpos]) >>> (29 - 9)) | ((in[29 + inpos]) << 9); - out[27 + outpos] = ((in[29 + inpos] & 536870911) >>> (29 - 6)) + out[27 + outpos] = ((in[29 + inpos]) >>> (29 - 6)) | ((in[30 + inpos]) << 6); - out[28 + outpos] = ((in[30 + inpos] & 536870911) >>> (29 - 3)) + out[28 + outpos] = ((in[30 + inpos]) >>> (29 - 3)) | ((in[31 + inpos]) << 3); } - protected static void fastpack30(final int[] in, int inpos, + protected static void fastpackwithoutmask3(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 1073741823) - | ((in[1 + inpos]) << 30); - out[1 + outpos] = ((in[1 + inpos] & 1073741823) >>> (30 - 28)) - | ((in[2 + inpos]) << 28); - out[2 + outpos] = ((in[2 + inpos] & 1073741823) >>> (30 - 26)) - | ((in[3 + inpos]) << 26); - out[3 + outpos] = ((in[3 + inpos] & 1073741823) >>> (30 - 24)) - | ((in[4 + inpos]) << 24); - out[4 + outpos] = ((in[4 + inpos] & 1073741823) >>> (30 - 22)) - | ((in[5 + inpos]) << 22); - out[5 + outpos] = ((in[5 + inpos] & 1073741823) >>> (30 - 20)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 3) + | ((in[2 + inpos]) << 6) | ((in[3 + inpos]) << 9) + | ((in[4 + inpos]) << 12) | ((in[5 + inpos]) << 15) + | ((in[6 + inpos]) << 18) | ((in[7 + inpos]) << 21) + | ((in[8 + inpos]) << 24) | ((in[9 + inpos]) << 27) + | ((in[10 + inpos]) << 30); + out[1 + outpos] = ((in[10 + inpos]) >>> (3 - 1)) + | ((in[11 + inpos]) << 1) | ((in[12 + inpos]) << 4) + | ((in[13 + inpos]) << 7) | ((in[14 + inpos]) << 10) + | ((in[15 + inpos]) << 13) | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 19) | ((in[18 + inpos]) << 22) + | ((in[19 + inpos]) << 25) | ((in[20 + inpos]) << 28) + | ((in[21 + inpos]) << 31); + out[2 + outpos] = ((in[21 + inpos]) >>> (3 - 2)) + | ((in[22 + inpos]) << 2) | ((in[23 + inpos]) << 5) + | ((in[24 + inpos]) << 8) | ((in[25 + inpos]) << 11) + | ((in[26 + inpos]) << 14) | ((in[27 + inpos]) << 17) + | ((in[28 + inpos]) << 20) | ((in[29 + inpos]) << 23) + | ((in[30 + inpos]) << 26) | ((in[31 + inpos]) << 29); + } + + protected static void fastpackwithoutmask30(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 30); + out[1 + outpos] = ((in[1 + inpos]) >>> (30 - 28)) + | ((in[2 + inpos]) << 28); + out[2 + outpos] = ((in[2 + inpos]) >>> (30 - 26)) + | ((in[3 + inpos]) << 26); + out[3 + outpos] = ((in[3 + inpos]) >>> (30 - 24)) + | ((in[4 + inpos]) << 24); + out[4 + outpos] = ((in[4 + inpos]) >>> (30 - 22)) + | ((in[5 + inpos]) << 22); + out[5 + outpos] = ((in[5 + inpos]) >>> (30 - 20)) | ((in[6 + inpos]) << 20); - out[6 + outpos] = ((in[6 + inpos] & 1073741823) >>> (30 - 18)) + out[6 + outpos] = ((in[6 + inpos]) >>> (30 - 18)) | ((in[7 + inpos]) << 18); - out[7 + outpos] = ((in[7 + inpos] & 1073741823) >>> (30 - 16)) + out[7 + outpos] = ((in[7 + inpos]) >>> (30 - 16)) | ((in[8 + inpos]) << 16); - out[8 + outpos] = ((in[8 + inpos] & 1073741823) >>> (30 - 14)) + out[8 + outpos] = ((in[8 + inpos]) >>> (30 - 14)) | ((in[9 + inpos]) << 14); - out[9 + outpos] = ((in[9 + inpos] & 1073741823) >>> (30 - 12)) + out[9 + outpos] = ((in[9 + inpos]) >>> (30 - 12)) | ((in[10 + inpos]) << 12); - out[10 + outpos] = ((in[10 + inpos] & 1073741823) >>> (30 - 10)) + out[10 + outpos] = ((in[10 + inpos]) >>> (30 - 10)) | ((in[11 + inpos]) << 10); - out[11 + outpos] = ((in[11 + inpos] & 1073741823) >>> (30 - 8)) + out[11 + outpos] = ((in[11 + inpos]) >>> (30 - 8)) | ((in[12 + inpos]) << 8); - out[12 + outpos] = ((in[12 + inpos] & 1073741823) >>> (30 - 6)) + out[12 + outpos] = ((in[12 + inpos]) >>> (30 - 6)) | ((in[13 + inpos]) << 6); - out[13 + outpos] = ((in[13 + inpos] & 1073741823) >>> (30 - 4)) + out[13 + outpos] = ((in[13 + inpos]) >>> (30 - 4)) | ((in[14 + inpos]) << 4); - out[14 + outpos] = ((in[14 + inpos] & 1073741823) >>> (30 - 2)) + out[14 + outpos] = ((in[14 + inpos]) >>> (30 - 2)) | ((in[15 + inpos]) << 2); - out[15 + outpos] = (in[16 + inpos] & 1073741823) - | ((in[17 + inpos]) << 30); - out[16 + outpos] = ((in[17 + inpos] & 1073741823) >>> (30 - 28)) + out[15 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 30); + out[16 + outpos] = ((in[17 + inpos]) >>> (30 - 28)) | ((in[18 + inpos]) << 28); - out[17 + outpos] = ((in[18 + inpos] & 1073741823) >>> (30 - 26)) + out[17 + outpos] = ((in[18 + inpos]) >>> (30 - 26)) | ((in[19 + inpos]) << 26); - out[18 + outpos] = ((in[19 + inpos] & 1073741823) >>> (30 - 24)) + out[18 + outpos] = ((in[19 + inpos]) >>> (30 - 24)) | ((in[20 + inpos]) << 24); - out[19 + outpos] = ((in[20 + inpos] & 1073741823) >>> (30 - 22)) + out[19 + outpos] = ((in[20 + inpos]) >>> (30 - 22)) | ((in[21 + inpos]) << 22); - out[20 + outpos] = ((in[21 + inpos] & 1073741823) >>> (30 - 20)) + out[20 + outpos] = ((in[21 + inpos]) >>> (30 - 20)) | ((in[22 + inpos]) << 20); - out[21 + outpos] = ((in[22 + inpos] & 1073741823) >>> (30 - 18)) + out[21 + outpos] = ((in[22 + inpos]) >>> (30 - 18)) | ((in[23 + inpos]) << 18); - out[22 + outpos] = ((in[23 + inpos] & 1073741823) >>> (30 - 16)) + out[22 + outpos] = ((in[23 + inpos]) >>> (30 - 16)) | ((in[24 + inpos]) << 16); - out[23 + outpos] = ((in[24 + inpos] & 1073741823) >>> (30 - 14)) + out[23 + outpos] = ((in[24 + inpos]) >>> (30 - 14)) | ((in[25 + inpos]) << 14); - out[24 + outpos] = ((in[25 + inpos] & 1073741823) >>> (30 - 12)) + out[24 + outpos] = ((in[25 + inpos]) >>> (30 - 12)) | ((in[26 + inpos]) << 12); - out[25 + outpos] = ((in[26 + inpos] & 1073741823) >>> (30 - 10)) + out[25 + outpos] = ((in[26 + inpos]) >>> (30 - 10)) | ((in[27 + inpos]) << 10); - out[26 + outpos] = ((in[27 + inpos] & 1073741823) >>> (30 - 8)) + out[26 + outpos] = ((in[27 + inpos]) >>> (30 - 8)) | ((in[28 + inpos]) << 8); - out[27 + outpos] = ((in[28 + inpos] & 1073741823) >>> (30 - 6)) + out[27 + outpos] = ((in[28 + inpos]) >>> (30 - 6)) | ((in[29 + inpos]) << 6); - out[28 + outpos] = ((in[29 + inpos] & 1073741823) >>> (30 - 4)) + out[28 + outpos] = ((in[29 + inpos]) >>> (30 - 4)) | ((in[30 + inpos]) << 4); - out[29 + outpos] = ((in[30 + inpos] & 1073741823) >>> (30 - 2)) + out[29 + outpos] = ((in[30 + inpos]) >>> (30 - 2)) | ((in[31 + inpos]) << 2); } - protected static void fastpack31(final int[] in, int inpos, + protected static void fastpackwithoutmask31(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] & 2147483647) - | ((in[1 + inpos]) << 31); - out[1 + outpos] = ((in[1 + inpos] & 2147483647) >>> (31 - 30)) + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 31); + out[1 + outpos] = ((in[1 + inpos]) >>> (31 - 30)) | ((in[2 + inpos]) << 30); - out[2 + outpos] = ((in[2 + inpos] & 2147483647) >>> (31 - 29)) + out[2 + outpos] = ((in[2 + inpos]) >>> (31 - 29)) | ((in[3 + inpos]) << 29); - out[3 + outpos] = ((in[3 + inpos] & 2147483647) >>> (31 - 28)) + out[3 + outpos] = ((in[3 + inpos]) >>> (31 - 28)) | ((in[4 + inpos]) << 28); - out[4 + outpos] = ((in[4 + inpos] & 2147483647) >>> (31 - 27)) + out[4 + outpos] = ((in[4 + inpos]) >>> (31 - 27)) | ((in[5 + inpos]) << 27); - out[5 + outpos] = ((in[5 + inpos] & 2147483647) >>> (31 - 26)) + out[5 + outpos] = ((in[5 + inpos]) >>> (31 - 26)) | ((in[6 + inpos]) << 26); - out[6 + outpos] = ((in[6 + inpos] & 2147483647) >>> (31 - 25)) + out[6 + outpos] = ((in[6 + inpos]) >>> (31 - 25)) | ((in[7 + inpos]) << 25); - out[7 + outpos] = ((in[7 + inpos] & 2147483647) >>> (31 - 24)) + out[7 + outpos] = ((in[7 + inpos]) >>> (31 - 24)) | ((in[8 + inpos]) << 24); - out[8 + outpos] = ((in[8 + inpos] & 2147483647) >>> (31 - 23)) + out[8 + outpos] = ((in[8 + inpos]) >>> (31 - 23)) | ((in[9 + inpos]) << 23); - out[9 + outpos] = ((in[9 + inpos] & 2147483647) >>> (31 - 22)) + out[9 + outpos] = ((in[9 + inpos]) >>> (31 - 22)) | ((in[10 + inpos]) << 22); - out[10 + outpos] = ((in[10 + inpos] & 2147483647) >>> (31 - 21)) + out[10 + outpos] = ((in[10 + inpos]) >>> (31 - 21)) | ((in[11 + inpos]) << 21); - out[11 + outpos] = ((in[11 + inpos] & 2147483647) >>> (31 - 20)) + out[11 + outpos] = ((in[11 + inpos]) >>> (31 - 20)) | ((in[12 + inpos]) << 20); - out[12 + outpos] = ((in[12 + inpos] & 2147483647) >>> (31 - 19)) + out[12 + outpos] = ((in[12 + inpos]) >>> (31 - 19)) | ((in[13 + inpos]) << 19); - out[13 + outpos] = ((in[13 + inpos] & 2147483647) >>> (31 - 18)) + out[13 + outpos] = ((in[13 + inpos]) >>> (31 - 18)) | ((in[14 + inpos]) << 18); - out[14 + outpos] = ((in[14 + inpos] & 2147483647) >>> (31 - 17)) + out[14 + outpos] = ((in[14 + inpos]) >>> (31 - 17)) | ((in[15 + inpos]) << 17); - out[15 + outpos] = ((in[15 + inpos] & 2147483647) >>> (31 - 16)) + out[15 + outpos] = ((in[15 + inpos]) >>> (31 - 16)) | ((in[16 + inpos]) << 16); - out[16 + outpos] = ((in[16 + inpos] & 2147483647) >>> (31 - 15)) + out[16 + outpos] = ((in[16 + inpos]) >>> (31 - 15)) | ((in[17 + inpos]) << 15); - out[17 + outpos] = ((in[17 + inpos] & 2147483647) >>> (31 - 14)) + out[17 + outpos] = ((in[17 + inpos]) >>> (31 - 14)) | ((in[18 + inpos]) << 14); - out[18 + outpos] = ((in[18 + inpos] & 2147483647) >>> (31 - 13)) + out[18 + outpos] = ((in[18 + inpos]) >>> (31 - 13)) | ((in[19 + inpos]) << 13); - out[19 + outpos] = ((in[19 + inpos] & 2147483647) >>> (31 - 12)) + out[19 + outpos] = ((in[19 + inpos]) >>> (31 - 12)) | ((in[20 + inpos]) << 12); - out[20 + outpos] = ((in[20 + inpos] & 2147483647) >>> (31 - 11)) + out[20 + outpos] = ((in[20 + inpos]) >>> (31 - 11)) | ((in[21 + inpos]) << 11); - out[21 + outpos] = ((in[21 + inpos] & 2147483647) >>> (31 - 10)) + out[21 + outpos] = ((in[21 + inpos]) >>> (31 - 10)) | ((in[22 + inpos]) << 10); - out[22 + outpos] = ((in[22 + inpos] & 2147483647) >>> (31 - 9)) + out[22 + outpos] = ((in[22 + inpos]) >>> (31 - 9)) | ((in[23 + inpos]) << 9); - out[23 + outpos] = ((in[23 + inpos] & 2147483647) >>> (31 - 8)) + out[23 + outpos] = ((in[23 + inpos]) >>> (31 - 8)) | ((in[24 + inpos]) << 8); - out[24 + outpos] = ((in[24 + inpos] & 2147483647) >>> (31 - 7)) + out[24 + outpos] = ((in[24 + inpos]) >>> (31 - 7)) | ((in[25 + inpos]) << 7); - out[25 + outpos] = ((in[25 + inpos] & 2147483647) >>> (31 - 6)) + out[25 + outpos] = ((in[25 + inpos]) >>> (31 - 6)) | ((in[26 + inpos]) << 6); - out[26 + outpos] = ((in[26 + inpos] & 2147483647) >>> (31 - 5)) + out[26 + outpos] = ((in[26 + inpos]) >>> (31 - 5)) | ((in[27 + inpos]) << 5); - out[27 + outpos] = ((in[27 + inpos] & 2147483647) >>> (31 - 4)) + out[27 + outpos] = ((in[27 + inpos]) >>> (31 - 4)) | ((in[28 + inpos]) << 4); - out[28 + outpos] = ((in[28 + inpos] & 2147483647) >>> (31 - 3)) + out[28 + outpos] = ((in[28 + inpos]) >>> (31 - 3)) | ((in[29 + inpos]) << 3); - out[29 + outpos] = ((in[29 + inpos] & 2147483647) >>> (31 - 2)) + out[29 + outpos] = ((in[29 + inpos]) >>> (31 - 2)) | ((in[30 + inpos]) << 2); - out[30 + outpos] = ((in[30 + inpos] & 2147483647) >>> (31 - 1)) + out[30 + outpos] = ((in[30 + inpos]) >>> (31 - 1)) | ((in[31 + inpos]) << 1); } - protected static void fastunpack1(final int[] in, int inpos, + protected static void fastpackwithoutmask32(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = ((in[0 + inpos] >>> 0) & 1); - out[1 + outpos] = ((in[0 + inpos] >>> 1) & 1); - out[2 + outpos] = ((in[0 + inpos] >>> 2) & 1); - out[3 + outpos] = ((in[0 + inpos] >>> 3) & 1); - out[4 + outpos] = ((in[0 + inpos] >>> 4) & 1); - out[5 + outpos] = ((in[0 + inpos] >>> 5) & 1); - out[6 + outpos] = ((in[0 + inpos] >>> 6) & 1); - out[7 + outpos] = ((in[0 + inpos] >>> 7) & 1); - out[8 + outpos] = ((in[0 + inpos] >>> 8) & 1); - out[9 + outpos] = ((in[0 + inpos] >>> 9) & 1); - out[10 + outpos] = ((in[0 + inpos] >>> 10) & 1); - out[11 + outpos] = ((in[0 + inpos] >>> 11) & 1); - out[12 + outpos] = ((in[0 + inpos] >>> 12) & 1); - out[13 + outpos] = ((in[0 + inpos] >>> 13) & 1); - out[14 + outpos] = ((in[0 + inpos] >>> 14) & 1); - out[15 + outpos] = ((in[0 + inpos] >>> 15) & 1); - out[16 + outpos] = ((in[0 + inpos] >>> 16) & 1); - out[17 + outpos] = ((in[0 + inpos] >>> 17) & 1); - out[18 + outpos] = ((in[0 + inpos] >>> 18) & 1); - out[19 + outpos] = ((in[0 + inpos] >>> 19) & 1); - out[20 + outpos] = ((in[0 + inpos] >>> 20) & 1); - out[21 + outpos] = ((in[0 + inpos] >>> 21) & 1); - out[22 + outpos] = ((in[0 + inpos] >>> 22) & 1); - out[23 + outpos] = ((in[0 + inpos] >>> 23) & 1); - out[24 + outpos] = ((in[0 + inpos] >>> 24) & 1); - out[25 + outpos] = ((in[0 + inpos] >>> 25) & 1); - out[26 + outpos] = ((in[0 + inpos] >>> 26) & 1); - out[27 + outpos] = ((in[0 + inpos] >>> 27) & 1); - out[28 + outpos] = ((in[0 + inpos] >>> 28) & 1); - out[29 + outpos] = ((in[0 + inpos] >>> 29) & 1); - out[30 + outpos] = ((in[0 + inpos] >>> 30) & 1); - out[31 + outpos] = (in[0 + inpos] >>> 31); + System.arraycopy(in, inpos, out, outpos, 32); } - protected static void fastunpack2(final int[] in, int inpos, + protected static void fastpackwithoutmask4(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = ((in[0 + inpos] >>> 0) & 3); - out[1 + outpos] = ((in[0 + inpos] >>> 2) & 3); - out[2 + outpos] = ((in[0 + inpos] >>> 4) & 3); - out[3 + outpos] = ((in[0 + inpos] >>> 6) & 3); - out[4 + outpos] = ((in[0 + inpos] >>> 8) & 3); - out[5 + outpos] = ((in[0 + inpos] >>> 10) & 3); - out[6 + outpos] = ((in[0 + inpos] >>> 12) & 3); - out[7 + outpos] = ((in[0 + inpos] >>> 14) & 3); - out[8 + outpos] = ((in[0 + inpos] >>> 16) & 3); - out[9 + outpos] = ((in[0 + inpos] >>> 18) & 3); - out[10 + outpos] = ((in[0 + inpos] >>> 20) & 3); - out[11 + outpos] = ((in[0 + inpos] >>> 22) & 3); - out[12 + outpos] = ((in[0 + inpos] >>> 24) & 3); - out[13 + outpos] = ((in[0 + inpos] >>> 26) & 3); - out[14 + outpos] = ((in[0 + inpos] >>> 28) & 3); - out[15 + outpos] = (in[0 + inpos] >>> 30); - out[16 + outpos] = ((in[1 + inpos] >>> 0) & 3); - out[17 + outpos] = ((in[1 + inpos] >>> 2) & 3); - out[18 + outpos] = ((in[1 + inpos] >>> 4) & 3); - out[19 + outpos] = ((in[1 + inpos] >>> 6) & 3); - out[20 + outpos] = ((in[1 + inpos] >>> 8) & 3); - out[21 + outpos] = ((in[1 + inpos] >>> 10) & 3); - out[22 + outpos] = ((in[1 + inpos] >>> 12) & 3); - out[23 + outpos] = ((in[1 + inpos] >>> 14) & 3); - out[24 + outpos] = ((in[1 + inpos] >>> 16) & 3); - out[25 + outpos] = ((in[1 + inpos] >>> 18) & 3); - out[26 + outpos] = ((in[1 + inpos] >>> 20) & 3); - out[27 + outpos] = ((in[1 + inpos] >>> 22) & 3); - out[28 + outpos] = ((in[1 + inpos] >>> 24) & 3); - out[29 + outpos] = ((in[1 + inpos] >>> 26) & 3); - out[30 + outpos] = ((in[1 + inpos] >>> 28) & 3); - out[31 + outpos] = (in[1 + inpos] >>> 30); + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 4) + | ((in[2 + inpos]) << 8) | ((in[3 + inpos]) << 12) + | ((in[4 + inpos]) << 16) | ((in[5 + inpos]) << 20) + | ((in[6 + inpos]) << 24) | ((in[7 + inpos]) << 28); + out[1 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 4) + | ((in[10 + inpos]) << 8) | ((in[11 + inpos]) << 12) + | ((in[12 + inpos]) << 16) | ((in[13 + inpos]) << 20) + | ((in[14 + inpos]) << 24) | ((in[15 + inpos]) << 28); + out[2 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 4) + | ((in[18 + inpos]) << 8) | ((in[19 + inpos]) << 12) + | ((in[20 + inpos]) << 16) | ((in[21 + inpos]) << 20) + | ((in[22 + inpos]) << 24) | ((in[23 + inpos]) << 28); + out[3 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 4) + | ((in[26 + inpos]) << 8) | ((in[27 + inpos]) << 12) + | ((in[28 + inpos]) << 16) | ((in[29 + inpos]) << 20) + | ((in[30 + inpos]) << 24) | ((in[31 + inpos]) << 28); } - protected static void fastunpack3(final int[] in, int inpos, + protected static void fastpackwithoutmask5(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = ((in[0 + inpos] >>> 0) & 7); - out[1 + outpos] = ((in[0 + inpos] >>> 3) & 7); - out[2 + outpos] = ((in[0 + inpos] >>> 6) & 7); - out[3 + outpos] = ((in[0 + inpos] >>> 9) & 7); - out[4 + outpos] = ((in[0 + inpos] >>> 12) & 7); - out[5 + outpos] = ((in[0 + inpos] >>> 15) & 7); - out[6 + outpos] = ((in[0 + inpos] >>> 18) & 7); - out[7 + outpos] = ((in[0 + inpos] >>> 21) & 7); - out[8 + outpos] = ((in[0 + inpos] >>> 24) & 7); - out[9 + outpos] = ((in[0 + inpos] >>> 27) & 7); - out[10 + outpos] = (in[0 + inpos] >>> 30) - | ((in[1 + inpos] & 1) << (3 - 1)); - out[11 + outpos] = ((in[1 + inpos] >>> 1) & 7); - out[12 + outpos] = ((in[1 + inpos] >>> 4) & 7); - out[13 + outpos] = ((in[1 + inpos] >>> 7) & 7); - out[14 + outpos] = ((in[1 + inpos] >>> 10) & 7); - out[15 + outpos] = ((in[1 + inpos] >>> 13) & 7); - out[16 + outpos] = ((in[1 + inpos] >>> 16) & 7); - out[17 + outpos] = ((in[1 + inpos] >>> 19) & 7); - out[18 + outpos] = ((in[1 + inpos] >>> 22) & 7); - out[19 + outpos] = ((in[1 + inpos] >>> 25) & 7); - out[20 + outpos] = ((in[1 + inpos] >>> 28) & 7); - out[21 + outpos] = (in[1 + inpos] >>> 31) - | ((in[2 + inpos] & 3) << (3 - 2)); - out[22 + outpos] = ((in[2 + inpos] >>> 2) & 7); - out[23 + outpos] = ((in[2 + inpos] >>> 5) & 7); - out[24 + outpos] = ((in[2 + inpos] >>> 8) & 7); - out[25 + outpos] = ((in[2 + inpos] >>> 11) & 7); - out[26 + outpos] = ((in[2 + inpos] >>> 14) & 7); - out[27 + outpos] = ((in[2 + inpos] >>> 17) & 7); - out[28 + outpos] = ((in[2 + inpos] >>> 20) & 7); - out[29 + outpos] = ((in[2 + inpos] >>> 23) & 7); - out[30 + outpos] = ((in[2 + inpos] >>> 26) & 7); - out[31 + outpos] = (in[2 + inpos] >>> 29); - } - - protected static void fastunpack4(final int[] in, int inpos, - final int[] out, int outpos) { - out[0 + outpos] = ((in[0 + inpos] >>> 0) & 15); - out[1 + outpos] = ((in[0 + inpos] >>> 4) & 15); - out[2 + outpos] = ((in[0 + inpos] >>> 8) & 15); - out[3 + outpos] = ((in[0 + inpos] >>> 12) & 15); - out[4 + outpos] = ((in[0 + inpos] >>> 16) & 15); - out[5 + outpos] = ((in[0 + inpos] >>> 20) & 15); - out[6 + outpos] = ((in[0 + inpos] >>> 24) & 15); - out[7 + outpos] = (in[0 + inpos] >>> 28); - out[8 + outpos] = ((in[1 + inpos] >>> 0) & 15); - out[9 + outpos] = ((in[1 + inpos] >>> 4) & 15); - out[10 + outpos] = ((in[1 + inpos] >>> 8) & 15); - out[11 + outpos] = ((in[1 + inpos] >>> 12) & 15); - out[12 + outpos] = ((in[1 + inpos] >>> 16) & 15); - out[13 + outpos] = ((in[1 + inpos] >>> 20) & 15); - out[14 + outpos] = ((in[1 + inpos] >>> 24) & 15); - out[15 + outpos] = (in[1 + inpos] >>> 28); - out[16 + outpos] = ((in[2 + inpos] >>> 0) & 15); - out[17 + outpos] = ((in[2 + inpos] >>> 4) & 15); - out[18 + outpos] = ((in[2 + inpos] >>> 8) & 15); - out[19 + outpos] = ((in[2 + inpos] >>> 12) & 15); - out[20 + outpos] = ((in[2 + inpos] >>> 16) & 15); - out[21 + outpos] = ((in[2 + inpos] >>> 20) & 15); - out[22 + outpos] = ((in[2 + inpos] >>> 24) & 15); - out[23 + outpos] = (in[2 + inpos] >>> 28); - out[24 + outpos] = ((in[3 + inpos] >>> 0) & 15); - out[25 + outpos] = ((in[3 + inpos] >>> 4) & 15); - out[26 + outpos] = ((in[3 + inpos] >>> 8) & 15); - out[27 + outpos] = ((in[3 + inpos] >>> 12) & 15); - out[28 + outpos] = ((in[3 + inpos] >>> 16) & 15); - out[29 + outpos] = ((in[3 + inpos] >>> 20) & 15); - out[30 + outpos] = ((in[3 + inpos] >>> 24) & 15); - out[31 + outpos] = (in[3 + inpos] >>> 28); + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 5) + | ((in[2 + inpos]) << 10) | ((in[3 + inpos]) << 15) + | ((in[4 + inpos]) << 20) | ((in[5 + inpos]) << 25) + | ((in[6 + inpos]) << 30); + out[1 + outpos] = ((in[6 + inpos]) >>> (5 - 3)) + | ((in[7 + inpos]) << 3) | ((in[8 + inpos]) << 8) + | ((in[9 + inpos]) << 13) | ((in[10 + inpos]) << 18) + | ((in[11 + inpos]) << 23) | ((in[12 + inpos]) << 28); + out[2 + outpos] = ((in[12 + inpos]) >>> (5 - 1)) + | ((in[13 + inpos]) << 1) | ((in[14 + inpos]) << 6) + | ((in[15 + inpos]) << 11) | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 21) | ((in[18 + inpos]) << 26) + | ((in[19 + inpos]) << 31); + out[3 + outpos] = ((in[19 + inpos]) >>> (5 - 4)) + | ((in[20 + inpos]) << 4) | ((in[21 + inpos]) << 9) + | ((in[22 + inpos]) << 14) | ((in[23 + inpos]) << 19) + | ((in[24 + inpos]) << 24) | ((in[25 + inpos]) << 29); + out[4 + outpos] = ((in[25 + inpos]) >>> (5 - 2)) + | ((in[26 + inpos]) << 2) | ((in[27 + inpos]) << 7) + | ((in[28 + inpos]) << 12) | ((in[29 + inpos]) << 17) + | ((in[30 + inpos]) << 22) | ((in[31 + inpos]) << 27); } - protected static void fastunpack5(final int[] in, int inpos, + protected static void fastpackwithoutmask6(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = ((in[0 + inpos] >>> 0) & 31); - out[1 + outpos] = ((in[0 + inpos] >>> 5) & 31); - out[2 + outpos] = ((in[0 + inpos] >>> 10) & 31); - out[3 + outpos] = ((in[0 + inpos] >>> 15) & 31); - out[4 + outpos] = ((in[0 + inpos] >>> 20) & 31); - out[5 + outpos] = ((in[0 + inpos] >>> 25) & 31); - out[6 + outpos] = (in[0 + inpos] >>> 30) - | ((in[1 + inpos] & 7) << (5 - 3)); - out[7 + outpos] = ((in[1 + inpos] >>> 3) & 31); - out[8 + outpos] = ((in[1 + inpos] >>> 8) & 31); - out[9 + outpos] = ((in[1 + inpos] >>> 13) & 31); - out[10 + outpos] = ((in[1 + inpos] >>> 18) & 31); - out[11 + outpos] = ((in[1 + inpos] >>> 23) & 31); - out[12 + outpos] = (in[1 + inpos] >>> 28) - | ((in[2 + inpos] & 1) << (5 - 1)); - out[13 + outpos] = ((in[2 + inpos] >>> 1) & 31); - out[14 + outpos] = ((in[2 + inpos] >>> 6) & 31); - out[15 + outpos] = ((in[2 + inpos] >>> 11) & 31); - out[16 + outpos] = ((in[2 + inpos] >>> 16) & 31); - out[17 + outpos] = ((in[2 + inpos] >>> 21) & 31); - out[18 + outpos] = ((in[2 + inpos] >>> 26) & 31); - out[19 + outpos] = (in[2 + inpos] >>> 31) - | ((in[3 + inpos] & 15) << (5 - 4)); - out[20 + outpos] = ((in[3 + inpos] >>> 4) & 31); - out[21 + outpos] = ((in[3 + inpos] >>> 9) & 31); - out[22 + outpos] = ((in[3 + inpos] >>> 14) & 31); - out[23 + outpos] = ((in[3 + inpos] >>> 19) & 31); - out[24 + outpos] = ((in[3 + inpos] >>> 24) & 31); - out[25 + outpos] = (in[3 + inpos] >>> 29) - | ((in[4 + inpos] & 3) << (5 - 2)); - out[26 + outpos] = ((in[4 + inpos] >>> 2) & 31); - out[27 + outpos] = ((in[4 + inpos] >>> 7) & 31); - out[28 + outpos] = ((in[4 + inpos] >>> 12) & 31); - out[29 + outpos] = ((in[4 + inpos] >>> 17) & 31); - out[30 + outpos] = ((in[4 + inpos] >>> 22) & 31); - out[31 + outpos] = (in[4 + inpos] >>> 27); + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 6) + | ((in[2 + inpos]) << 12) | ((in[3 + inpos]) << 18) + | ((in[4 + inpos]) << 24) | ((in[5 + inpos]) << 30); + out[1 + outpos] = ((in[5 + inpos]) >>> (6 - 4)) + | ((in[6 + inpos]) << 4) | ((in[7 + inpos]) << 10) + | ((in[8 + inpos]) << 16) | ((in[9 + inpos]) << 22) + | ((in[10 + inpos]) << 28); + out[2 + outpos] = ((in[10 + inpos]) >>> (6 - 2)) + | ((in[11 + inpos]) << 2) | ((in[12 + inpos]) << 8) + | ((in[13 + inpos]) << 14) | ((in[14 + inpos]) << 20) + | ((in[15 + inpos]) << 26); + out[3 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 6) + | ((in[18 + inpos]) << 12) | ((in[19 + inpos]) << 18) + | ((in[20 + inpos]) << 24) | ((in[21 + inpos]) << 30); + out[4 + outpos] = ((in[21 + inpos]) >>> (6 - 4)) + | ((in[22 + inpos]) << 4) | ((in[23 + inpos]) << 10) + | ((in[24 + inpos]) << 16) | ((in[25 + inpos]) << 22) + | ((in[26 + inpos]) << 28); + out[5 + outpos] = ((in[26 + inpos]) >>> (6 - 2)) + | ((in[27 + inpos]) << 2) | ((in[28 + inpos]) << 8) + | ((in[29 + inpos]) << 14) | ((in[30 + inpos]) << 20) + | ((in[31 + inpos]) << 26); } - protected static void fastunpack6(final int[] in, int inpos, + protected static void fastpackwithoutmask7(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = ((in[0 + inpos] >>> 0) & 63); - out[1 + outpos] = ((in[0 + inpos] >>> 6) & 63); - out[2 + outpos] = ((in[0 + inpos] >>> 12) & 63); - out[3 + outpos] = ((in[0 + inpos] >>> 18) & 63); - out[4 + outpos] = ((in[0 + inpos] >>> 24) & 63); - out[5 + outpos] = (in[0 + inpos] >>> 30) - | ((in[1 + inpos] & 15) << (6 - 4)); - out[6 + outpos] = ((in[1 + inpos] >>> 4) & 63); - out[7 + outpos] = ((in[1 + inpos] >>> 10) & 63); - out[8 + outpos] = ((in[1 + inpos] >>> 16) & 63); - out[9 + outpos] = ((in[1 + inpos] >>> 22) & 63); - out[10 + outpos] = (in[1 + inpos] >>> 28) - | ((in[2 + inpos] & 3) << (6 - 2)); - out[11 + outpos] = ((in[2 + inpos] >>> 2) & 63); - out[12 + outpos] = ((in[2 + inpos] >>> 8) & 63); - out[13 + outpos] = ((in[2 + inpos] >>> 14) & 63); - out[14 + outpos] = ((in[2 + inpos] >>> 20) & 63); - out[15 + outpos] = (in[2 + inpos] >>> 26); - out[16 + outpos] = ((in[3 + inpos] >>> 0) & 63); - out[17 + outpos] = ((in[3 + inpos] >>> 6) & 63); - out[18 + outpos] = ((in[3 + inpos] >>> 12) & 63); - out[19 + outpos] = ((in[3 + inpos] >>> 18) & 63); - out[20 + outpos] = ((in[3 + inpos] >>> 24) & 63); - out[21 + outpos] = (in[3 + inpos] >>> 30) - | ((in[4 + inpos] & 15) << (6 - 4)); - out[22 + outpos] = ((in[4 + inpos] >>> 4) & 63); - out[23 + outpos] = ((in[4 + inpos] >>> 10) & 63); - out[24 + outpos] = ((in[4 + inpos] >>> 16) & 63); - out[25 + outpos] = ((in[4 + inpos] >>> 22) & 63); - out[26 + outpos] = (in[4 + inpos] >>> 28) - | ((in[5 + inpos] & 3) << (6 - 2)); - out[27 + outpos] = ((in[5 + inpos] >>> 2) & 63); - out[28 + outpos] = ((in[5 + inpos] >>> 8) & 63); - out[29 + outpos] = ((in[5 + inpos] >>> 14) & 63); - out[30 + outpos] = ((in[5 + inpos] >>> 20) & 63); - out[31 + outpos] = (in[5 + inpos] >>> 26); + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 7) + | ((in[2 + inpos]) << 14) | ((in[3 + inpos]) << 21) + | ((in[4 + inpos]) << 28); + out[1 + outpos] = ((in[4 + inpos]) >>> (7 - 3)) + | ((in[5 + inpos]) << 3) | ((in[6 + inpos]) << 10) + | ((in[7 + inpos]) << 17) | ((in[8 + inpos]) << 24) + | ((in[9 + inpos]) << 31); + out[2 + outpos] = ((in[9 + inpos]) >>> (7 - 6)) + | ((in[10 + inpos]) << 6) | ((in[11 + inpos]) << 13) + | ((in[12 + inpos]) << 20) | ((in[13 + inpos]) << 27); + out[3 + outpos] = ((in[13 + inpos]) >>> (7 - 2)) + | ((in[14 + inpos]) << 2) | ((in[15 + inpos]) << 9) + | ((in[16 + inpos]) << 16) | ((in[17 + inpos]) << 23) + | ((in[18 + inpos]) << 30); + out[4 + outpos] = ((in[18 + inpos]) >>> (7 - 5)) + | ((in[19 + inpos]) << 5) | ((in[20 + inpos]) << 12) + | ((in[21 + inpos]) << 19) | ((in[22 + inpos]) << 26); + out[5 + outpos] = ((in[22 + inpos]) >>> (7 - 1)) + | ((in[23 + inpos]) << 1) | ((in[24 + inpos]) << 8) + | ((in[25 + inpos]) << 15) | ((in[26 + inpos]) << 22) + | ((in[27 + inpos]) << 29); + out[6 + outpos] = ((in[27 + inpos]) >>> (7 - 4)) + | ((in[28 + inpos]) << 4) | ((in[29 + inpos]) << 11) + | ((in[30 + inpos]) << 18) | ((in[31 + inpos]) << 25); } - protected static void fastunpack7(final int[] in, int inpos, + protected static void fastpackwithoutmask8(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = ((in[0 + inpos] >>> 0) & 127); - out[1 + outpos] = ((in[0 + inpos] >>> 7) & 127); - out[2 + outpos] = ((in[0 + inpos] >>> 14) & 127); - out[3 + outpos] = ((in[0 + inpos] >>> 21) & 127); - out[4 + outpos] = (in[0 + inpos] >>> 28) - | ((in[1 + inpos] & 7) << (7 - 3)); - out[5 + outpos] = ((in[1 + inpos] >>> 3) & 127); - out[6 + outpos] = ((in[1 + inpos] >>> 10) & 127); - out[7 + outpos] = ((in[1 + inpos] >>> 17) & 127); - out[8 + outpos] = ((in[1 + inpos] >>> 24) & 127); - out[9 + outpos] = (in[1 + inpos] >>> 31) - | ((in[2 + inpos] & 63) << (7 - 6)); - out[10 + outpos] = ((in[2 + inpos] >>> 6) & 127); - out[11 + outpos] = ((in[2 + inpos] >>> 13) & 127); - out[12 + outpos] = ((in[2 + inpos] >>> 20) & 127); - out[13 + outpos] = (in[2 + inpos] >>> 27) - | ((in[3 + inpos] & 3) << (7 - 2)); - out[14 + outpos] = ((in[3 + inpos] >>> 2) & 127); - out[15 + outpos] = ((in[3 + inpos] >>> 9) & 127); - out[16 + outpos] = ((in[3 + inpos] >>> 16) & 127); - out[17 + outpos] = ((in[3 + inpos] >>> 23) & 127); - out[18 + outpos] = (in[3 + inpos] >>> 30) - | ((in[4 + inpos] & 31) << (7 - 5)); - out[19 + outpos] = ((in[4 + inpos] >>> 5) & 127); - out[20 + outpos] = ((in[4 + inpos] >>> 12) & 127); - out[21 + outpos] = ((in[4 + inpos] >>> 19) & 127); - out[22 + outpos] = (in[4 + inpos] >>> 26) - | ((in[5 + inpos] & 1) << (7 - 1)); - out[23 + outpos] = ((in[5 + inpos] >>> 1) & 127); - out[24 + outpos] = ((in[5 + inpos] >>> 8) & 127); - out[25 + outpos] = ((in[5 + inpos] >>> 15) & 127); - out[26 + outpos] = ((in[5 + inpos] >>> 22) & 127); - out[27 + outpos] = (in[5 + inpos] >>> 29) - | ((in[6 + inpos] & 15) << (7 - 4)); - out[28 + outpos] = ((in[6 + inpos] >>> 4) & 127); - out[29 + outpos] = ((in[6 + inpos] >>> 11) & 127); - out[30 + outpos] = ((in[6 + inpos] >>> 18) & 127); - out[31 + outpos] = (in[6 + inpos] >>> 25); + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 8) + | ((in[2 + inpos]) << 16) | ((in[3 + inpos]) << 24); + out[1 + outpos] = in[4 + inpos] | ((in[5 + inpos]) << 8) + | ((in[6 + inpos]) << 16) | ((in[7 + inpos]) << 24); + out[2 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 8) + | ((in[10 + inpos]) << 16) | ((in[11 + inpos]) << 24); + out[3 + outpos] = in[12 + inpos] | ((in[13 + inpos]) << 8) + | ((in[14 + inpos]) << 16) | ((in[15 + inpos]) << 24); + out[4 + outpos] = in[16 + inpos] | ((in[17 + inpos]) << 8) + | ((in[18 + inpos]) << 16) | ((in[19 + inpos]) << 24); + out[5 + outpos] = in[20 + inpos] | ((in[21 + inpos]) << 8) + | ((in[22 + inpos]) << 16) | ((in[23 + inpos]) << 24); + out[6 + outpos] = in[24 + inpos] | ((in[25 + inpos]) << 8) + | ((in[26 + inpos]) << 16) | ((in[27 + inpos]) << 24); + out[7 + outpos] = in[28 + inpos] | ((in[29 + inpos]) << 8) + | ((in[30 + inpos]) << 16) | ((in[31 + inpos]) << 24); } - protected static void fastunpack8(final int[] in, int inpos, + protected static void fastpackwithoutmask9(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = ((in[0 + inpos] >>> 0) & 255); - out[1 + outpos] = ((in[0 + inpos] >>> 8) & 255); - out[2 + outpos] = ((in[0 + inpos] >>> 16) & 255); - out[3 + outpos] = (in[0 + inpos] >>> 24); - out[4 + outpos] = ((in[1 + inpos] >>> 0) & 255); - out[5 + outpos] = ((in[1 + inpos] >>> 8) & 255); - out[6 + outpos] = ((in[1 + inpos] >>> 16) & 255); - out[7 + outpos] = (in[1 + inpos] >>> 24); - out[8 + outpos] = ((in[2 + inpos] >>> 0) & 255); - out[9 + outpos] = ((in[2 + inpos] >>> 8) & 255); - out[10 + outpos] = ((in[2 + inpos] >>> 16) & 255); - out[11 + outpos] = (in[2 + inpos] >>> 24); - out[12 + outpos] = ((in[3 + inpos] >>> 0) & 255); - out[13 + outpos] = ((in[3 + inpos] >>> 8) & 255); - out[14 + outpos] = ((in[3 + inpos] >>> 16) & 255); - out[15 + outpos] = (in[3 + inpos] >>> 24); - out[16 + outpos] = ((in[4 + inpos] >>> 0) & 255); - out[17 + outpos] = ((in[4 + inpos] >>> 8) & 255); - out[18 + outpos] = ((in[4 + inpos] >>> 16) & 255); - out[19 + outpos] = (in[4 + inpos] >>> 24); - out[20 + outpos] = ((in[5 + inpos] >>> 0) & 255); - out[21 + outpos] = ((in[5 + inpos] >>> 8) & 255); - out[22 + outpos] = ((in[5 + inpos] >>> 16) & 255); - out[23 + outpos] = (in[5 + inpos] >>> 24); - out[24 + outpos] = ((in[6 + inpos] >>> 0) & 255); - out[25 + outpos] = ((in[6 + inpos] >>> 8) & 255); - out[26 + outpos] = ((in[6 + inpos] >>> 16) & 255); - out[27 + outpos] = (in[6 + inpos] >>> 24); - out[28 + outpos] = ((in[7 + inpos] >>> 0) & 255); - out[29 + outpos] = ((in[7 + inpos] >>> 8) & 255); - out[30 + outpos] = ((in[7 + inpos] >>> 16) & 255); - out[31 + outpos] = (in[7 + inpos] >>> 24); + out[0 + outpos] = in[0 + inpos] | ((in[1 + inpos]) << 9) + | ((in[2 + inpos]) << 18) | ((in[3 + inpos]) << 27); + out[1 + outpos] = ((in[3 + inpos]) >>> (9 - 4)) + | ((in[4 + inpos]) << 4) | ((in[5 + inpos]) << 13) + | ((in[6 + inpos]) << 22) | ((in[7 + inpos]) << 31); + out[2 + outpos] = ((in[7 + inpos]) >>> (9 - 8)) + | ((in[8 + inpos]) << 8) | ((in[9 + inpos]) << 17) + | ((in[10 + inpos]) << 26); + out[3 + outpos] = ((in[10 + inpos]) >>> (9 - 3)) + | ((in[11 + inpos]) << 3) | ((in[12 + inpos]) << 12) + | ((in[13 + inpos]) << 21) | ((in[14 + inpos]) << 30); + out[4 + outpos] = ((in[14 + inpos]) >>> (9 - 7)) + | ((in[15 + inpos]) << 7) | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 25); + out[5 + outpos] = ((in[17 + inpos]) >>> (9 - 2)) + | ((in[18 + inpos]) << 2) | ((in[19 + inpos]) << 11) + | ((in[20 + inpos]) << 20) | ((in[21 + inpos]) << 29); + out[6 + outpos] = ((in[21 + inpos]) >>> (9 - 6)) + | ((in[22 + inpos]) << 6) | ((in[23 + inpos]) << 15) + | ((in[24 + inpos]) << 24); + out[7 + outpos] = ((in[24 + inpos]) >>> (9 - 1)) + | ((in[25 + inpos]) << 1) | ((in[26 + inpos]) << 10) + | ((in[27 + inpos]) << 19) | ((in[28 + inpos]) << 28); + out[8 + outpos] = ((in[28 + inpos]) >>> (9 - 5)) + | ((in[29 + inpos]) << 5) | ((in[30 + inpos]) << 14) + | ((in[31 + inpos]) << 23); } - protected static void fastunpack9(final int[] in, int inpos, + /** + * Pack the 32 integers + * + * @param in + * source array + * @param inpos + * starting point in the source array + * @param out + * output array + * @param outpos + * starting point in the output array + * @param bit + * how many bits to use per integer + */ + public static void fastunpack(final int[] in, final int inpos, + final int[] out, final int outpos, final int bit) { + switch (bit) { + case 0: + fastunpack0(in, inpos, out, outpos); + break; + case 1: + fastunpack1(in, inpos, out, outpos); + break; + case 2: + fastunpack2(in, inpos, out, outpos); + break; + case 3: + fastunpack3(in, inpos, out, outpos); + break; + case 4: + fastunpack4(in, inpos, out, outpos); + break; + case 5: + fastunpack5(in, inpos, out, outpos); + break; + case 6: + fastunpack6(in, inpos, out, outpos); + break; + case 7: + fastunpack7(in, inpos, out, outpos); + break; + case 8: + fastunpack8(in, inpos, out, outpos); + break; + case 9: + fastunpack9(in, inpos, out, outpos); + break; + case 10: + fastunpack10(in, inpos, out, outpos); + break; + case 11: + fastunpack11(in, inpos, out, outpos); + break; + case 12: + fastunpack12(in, inpos, out, outpos); + break; + case 13: + fastunpack13(in, inpos, out, outpos); + break; + case 14: + fastunpack14(in, inpos, out, outpos); + break; + case 15: + fastunpack15(in, inpos, out, outpos); + break; + case 16: + fastunpack16(in, inpos, out, outpos); + break; + case 17: + fastunpack17(in, inpos, out, outpos); + break; + case 18: + fastunpack18(in, inpos, out, outpos); + break; + case 19: + fastunpack19(in, inpos, out, outpos); + break; + case 20: + fastunpack20(in, inpos, out, outpos); + break; + case 21: + fastunpack21(in, inpos, out, outpos); + break; + case 22: + fastunpack22(in, inpos, out, outpos); + break; + case 23: + fastunpack23(in, inpos, out, outpos); + break; + case 24: + fastunpack24(in, inpos, out, outpos); + break; + case 25: + fastunpack25(in, inpos, out, outpos); + break; + case 26: + fastunpack26(in, inpos, out, outpos); + break; + case 27: + fastunpack27(in, inpos, out, outpos); + break; + case 28: + fastunpack28(in, inpos, out, outpos); + break; + case 29: + fastunpack29(in, inpos, out, outpos); + break; + case 30: + fastunpack30(in, inpos, out, outpos); + break; + case 31: + fastunpack31(in, inpos, out, outpos); + break; + case 32: + fastunpack32(in, inpos, out, outpos); + break; + default: + throw new IllegalArgumentException( + "Unsupported bit width."); + } + } + + protected static void fastunpack0(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = ((in[0 + inpos] >>> 0) & 511); - out[1 + outpos] = ((in[0 + inpos] >>> 9) & 511); - out[2 + outpos] = ((in[0 + inpos] >>> 18) & 511); - out[3 + outpos] = (in[0 + inpos] >>> 27) - | ((in[1 + inpos] & 15) << (9 - 4)); - out[4 + outpos] = ((in[1 + inpos] >>> 4) & 511); - out[5 + outpos] = ((in[1 + inpos] >>> 13) & 511); - out[6 + outpos] = ((in[1 + inpos] >>> 22) & 511); - out[7 + outpos] = (in[1 + inpos] >>> 31) - | ((in[2 + inpos] & 255) << (9 - 8)); - out[8 + outpos] = ((in[2 + inpos] >>> 8) & 511); - out[9 + outpos] = ((in[2 + inpos] >>> 17) & 511); - out[10 + outpos] = (in[2 + inpos] >>> 26) - | ((in[3 + inpos] & 7) << (9 - 3)); - out[11 + outpos] = ((in[3 + inpos] >>> 3) & 511); - out[12 + outpos] = ((in[3 + inpos] >>> 12) & 511); - out[13 + outpos] = ((in[3 + inpos] >>> 21) & 511); - out[14 + outpos] = (in[3 + inpos] >>> 30) - | ((in[4 + inpos] & 127) << (9 - 7)); - out[15 + outpos] = ((in[4 + inpos] >>> 7) & 511); - out[16 + outpos] = ((in[4 + inpos] >>> 16) & 511); - out[17 + outpos] = (in[4 + inpos] >>> 25) - | ((in[5 + inpos] & 3) << (9 - 2)); - out[18 + outpos] = ((in[5 + inpos] >>> 2) & 511); - out[19 + outpos] = ((in[5 + inpos] >>> 11) & 511); - out[20 + outpos] = ((in[5 + inpos] >>> 20) & 511); - out[21 + outpos] = (in[5 + inpos] >>> 29) - | ((in[6 + inpos] & 63) << (9 - 6)); - out[22 + outpos] = ((in[6 + inpos] >>> 6) & 511); - out[23 + outpos] = ((in[6 + inpos] >>> 15) & 511); - out[24 + outpos] = (in[6 + inpos] >>> 24) - | ((in[7 + inpos] & 1) << (9 - 1)); - out[25 + outpos] = ((in[7 + inpos] >>> 1) & 511); - out[26 + outpos] = ((in[7 + inpos] >>> 10) & 511); - out[27 + outpos] = ((in[7 + inpos] >>> 19) & 511); - out[28 + outpos] = (in[7 + inpos] >>> 28) - | ((in[8 + inpos] & 31) << (9 - 5)); - out[29 + outpos] = ((in[8 + inpos] >>> 5) & 511); - out[30 + outpos] = ((in[8 + inpos] >>> 14) & 511); - out[31 + outpos] = (in[8 + inpos] >>> 23); + Arrays.fill(out, outpos, outpos + 32, 0); + } + + protected static void fastunpack1(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = ((in[0 + inpos] >>> 0) & 1); + out[1 + outpos] = ((in[0 + inpos] >>> 1) & 1); + out[2 + outpos] = ((in[0 + inpos] >>> 2) & 1); + out[3 + outpos] = ((in[0 + inpos] >>> 3) & 1); + out[4 + outpos] = ((in[0 + inpos] >>> 4) & 1); + out[5 + outpos] = ((in[0 + inpos] >>> 5) & 1); + out[6 + outpos] = ((in[0 + inpos] >>> 6) & 1); + out[7 + outpos] = ((in[0 + inpos] >>> 7) & 1); + out[8 + outpos] = ((in[0 + inpos] >>> 8) & 1); + out[9 + outpos] = ((in[0 + inpos] >>> 9) & 1); + out[10 + outpos] = ((in[0 + inpos] >>> 10) & 1); + out[11 + outpos] = ((in[0 + inpos] >>> 11) & 1); + out[12 + outpos] = ((in[0 + inpos] >>> 12) & 1); + out[13 + outpos] = ((in[0 + inpos] >>> 13) & 1); + out[14 + outpos] = ((in[0 + inpos] >>> 14) & 1); + out[15 + outpos] = ((in[0 + inpos] >>> 15) & 1); + out[16 + outpos] = ((in[0 + inpos] >>> 16) & 1); + out[17 + outpos] = ((in[0 + inpos] >>> 17) & 1); + out[18 + outpos] = ((in[0 + inpos] >>> 18) & 1); + out[19 + outpos] = ((in[0 + inpos] >>> 19) & 1); + out[20 + outpos] = ((in[0 + inpos] >>> 20) & 1); + out[21 + outpos] = ((in[0 + inpos] >>> 21) & 1); + out[22 + outpos] = ((in[0 + inpos] >>> 22) & 1); + out[23 + outpos] = ((in[0 + inpos] >>> 23) & 1); + out[24 + outpos] = ((in[0 + inpos] >>> 24) & 1); + out[25 + outpos] = ((in[0 + inpos] >>> 25) & 1); + out[26 + outpos] = ((in[0 + inpos] >>> 26) & 1); + out[27 + outpos] = ((in[0 + inpos] >>> 27) & 1); + out[28 + outpos] = ((in[0 + inpos] >>> 28) & 1); + out[29 + outpos] = ((in[0 + inpos] >>> 29) & 1); + out[30 + outpos] = ((in[0 + inpos] >>> 30) & 1); + out[31 + outpos] = (in[0 + inpos] >>> 31); } protected static void fastunpack10(final int[] in, int inpos, @@ -3554,9 +3648,45 @@ protected static void fastunpack19(final int[] in, int inpos, out[31 + outpos] = (in[18 + inpos] >>> 13); } - protected static void fastunpack20(final int[] in, int inpos, + protected static void fastunpack2(final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = ((in[0 + inpos] >>> 0) & 1048575); + out[0 + outpos] = ((in[0 + inpos] >>> 0) & 3); + out[1 + outpos] = ((in[0 + inpos] >>> 2) & 3); + out[2 + outpos] = ((in[0 + inpos] >>> 4) & 3); + out[3 + outpos] = ((in[0 + inpos] >>> 6) & 3); + out[4 + outpos] = ((in[0 + inpos] >>> 8) & 3); + out[5 + outpos] = ((in[0 + inpos] >>> 10) & 3); + out[6 + outpos] = ((in[0 + inpos] >>> 12) & 3); + out[7 + outpos] = ((in[0 + inpos] >>> 14) & 3); + out[8 + outpos] = ((in[0 + inpos] >>> 16) & 3); + out[9 + outpos] = ((in[0 + inpos] >>> 18) & 3); + out[10 + outpos] = ((in[0 + inpos] >>> 20) & 3); + out[11 + outpos] = ((in[0 + inpos] >>> 22) & 3); + out[12 + outpos] = ((in[0 + inpos] >>> 24) & 3); + out[13 + outpos] = ((in[0 + inpos] >>> 26) & 3); + out[14 + outpos] = ((in[0 + inpos] >>> 28) & 3); + out[15 + outpos] = (in[0 + inpos] >>> 30); + out[16 + outpos] = ((in[1 + inpos] >>> 0) & 3); + out[17 + outpos] = ((in[1 + inpos] >>> 2) & 3); + out[18 + outpos] = ((in[1 + inpos] >>> 4) & 3); + out[19 + outpos] = ((in[1 + inpos] >>> 6) & 3); + out[20 + outpos] = ((in[1 + inpos] >>> 8) & 3); + out[21 + outpos] = ((in[1 + inpos] >>> 10) & 3); + out[22 + outpos] = ((in[1 + inpos] >>> 12) & 3); + out[23 + outpos] = ((in[1 + inpos] >>> 14) & 3); + out[24 + outpos] = ((in[1 + inpos] >>> 16) & 3); + out[25 + outpos] = ((in[1 + inpos] >>> 18) & 3); + out[26 + outpos] = ((in[1 + inpos] >>> 20) & 3); + out[27 + outpos] = ((in[1 + inpos] >>> 22) & 3); + out[28 + outpos] = ((in[1 + inpos] >>> 24) & 3); + out[29 + outpos] = ((in[1 + inpos] >>> 26) & 3); + out[30 + outpos] = ((in[1 + inpos] >>> 28) & 3); + out[31 + outpos] = (in[1 + inpos] >>> 30); + } + + protected static void fastunpack20(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = ((in[0 + inpos] >>> 0) & 1048575); out[1 + outpos] = (in[0 + inpos] >>> 20) | ((in[1 + inpos] & 255) << (20 - 8)); out[2 + outpos] = ((in[1 + inpos] >>> 8) & 1048575); @@ -4134,6 +4264,44 @@ protected static void fastunpack29(final int[] in, int inpos, out[31 + outpos] = (in[28 + inpos] >>> 3); } + protected static void fastunpack3(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = ((in[0 + inpos] >>> 0) & 7); + out[1 + outpos] = ((in[0 + inpos] >>> 3) & 7); + out[2 + outpos] = ((in[0 + inpos] >>> 6) & 7); + out[3 + outpos] = ((in[0 + inpos] >>> 9) & 7); + out[4 + outpos] = ((in[0 + inpos] >>> 12) & 7); + out[5 + outpos] = ((in[0 + inpos] >>> 15) & 7); + out[6 + outpos] = ((in[0 + inpos] >>> 18) & 7); + out[7 + outpos] = ((in[0 + inpos] >>> 21) & 7); + out[8 + outpos] = ((in[0 + inpos] >>> 24) & 7); + out[9 + outpos] = ((in[0 + inpos] >>> 27) & 7); + out[10 + outpos] = (in[0 + inpos] >>> 30) + | ((in[1 + inpos] & 1) << (3 - 1)); + out[11 + outpos] = ((in[1 + inpos] >>> 1) & 7); + out[12 + outpos] = ((in[1 + inpos] >>> 4) & 7); + out[13 + outpos] = ((in[1 + inpos] >>> 7) & 7); + out[14 + outpos] = ((in[1 + inpos] >>> 10) & 7); + out[15 + outpos] = ((in[1 + inpos] >>> 13) & 7); + out[16 + outpos] = ((in[1 + inpos] >>> 16) & 7); + out[17 + outpos] = ((in[1 + inpos] >>> 19) & 7); + out[18 + outpos] = ((in[1 + inpos] >>> 22) & 7); + out[19 + outpos] = ((in[1 + inpos] >>> 25) & 7); + out[20 + outpos] = ((in[1 + inpos] >>> 28) & 7); + out[21 + outpos] = (in[1 + inpos] >>> 31) + | ((in[2 + inpos] & 3) << (3 - 2)); + out[22 + outpos] = ((in[2 + inpos] >>> 2) & 7); + out[23 + outpos] = ((in[2 + inpos] >>> 5) & 7); + out[24 + outpos] = ((in[2 + inpos] >>> 8) & 7); + out[25 + outpos] = ((in[2 + inpos] >>> 11) & 7); + out[26 + outpos] = ((in[2 + inpos] >>> 14) & 7); + out[27 + outpos] = ((in[2 + inpos] >>> 17) & 7); + out[28 + outpos] = ((in[2 + inpos] >>> 20) & 7); + out[29 + outpos] = ((in[2 + inpos] >>> 23) & 7); + out[30 + outpos] = ((in[2 + inpos] >>> 26) & 7); + out[31 + outpos] = (in[2 + inpos] >>> 29); + } + protected static void fastunpack30(final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = ((in[0 + inpos] >>> 0) & 1073741823); @@ -4269,402 +4437,242 @@ protected static void fastunpack32(final int[] in, int inpos, System.arraycopy(in, inpos, out, outpos, 32); } - protected static void fastpack32(final int[] in, int inpos, + protected static void fastunpack4(final int[] in, int inpos, final int[] out, int outpos) { - System.arraycopy(in, inpos, out, outpos, 32); + out[0 + outpos] = ((in[0 + inpos] >>> 0) & 15); + out[1 + outpos] = ((in[0 + inpos] >>> 4) & 15); + out[2 + outpos] = ((in[0 + inpos] >>> 8) & 15); + out[3 + outpos] = ((in[0 + inpos] >>> 12) & 15); + out[4 + outpos] = ((in[0 + inpos] >>> 16) & 15); + out[5 + outpos] = ((in[0 + inpos] >>> 20) & 15); + out[6 + outpos] = ((in[0 + inpos] >>> 24) & 15); + out[7 + outpos] = (in[0 + inpos] >>> 28); + out[8 + outpos] = ((in[1 + inpos] >>> 0) & 15); + out[9 + outpos] = ((in[1 + inpos] >>> 4) & 15); + out[10 + outpos] = ((in[1 + inpos] >>> 8) & 15); + out[11 + outpos] = ((in[1 + inpos] >>> 12) & 15); + out[12 + outpos] = ((in[1 + inpos] >>> 16) & 15); + out[13 + outpos] = ((in[1 + inpos] >>> 20) & 15); + out[14 + outpos] = ((in[1 + inpos] >>> 24) & 15); + out[15 + outpos] = (in[1 + inpos] >>> 28); + out[16 + outpos] = ((in[2 + inpos] >>> 0) & 15); + out[17 + outpos] = ((in[2 + inpos] >>> 4) & 15); + out[18 + outpos] = ((in[2 + inpos] >>> 8) & 15); + out[19 + outpos] = ((in[2 + inpos] >>> 12) & 15); + out[20 + outpos] = ((in[2 + inpos] >>> 16) & 15); + out[21 + outpos] = ((in[2 + inpos] >>> 20) & 15); + out[22 + outpos] = ((in[2 + inpos] >>> 24) & 15); + out[23 + outpos] = (in[2 + inpos] >>> 28); + out[24 + outpos] = ((in[3 + inpos] >>> 0) & 15); + out[25 + outpos] = ((in[3 + inpos] >>> 4) & 15); + out[26 + outpos] = ((in[3 + inpos] >>> 8) & 15); + out[27 + outpos] = ((in[3 + inpos] >>> 12) & 15); + out[28 + outpos] = ((in[3 + inpos] >>> 16) & 15); + out[29 + outpos] = ((in[3 + inpos] >>> 20) & 15); + out[30 + outpos] = ((in[3 + inpos] >>> 24) & 15); + out[31 + outpos] = (in[3 + inpos] >>> 28); } - protected static void fastpackwithoutmask32(final int[] in, int inpos, + protected static void fastunpack5(final int[] in, int inpos, final int[] out, int outpos) { - System.arraycopy(in, inpos, out, outpos, 32); + out[0 + outpos] = ((in[0 + inpos] >>> 0) & 31); + out[1 + outpos] = ((in[0 + inpos] >>> 5) & 31); + out[2 + outpos] = ((in[0 + inpos] >>> 10) & 31); + out[3 + outpos] = ((in[0 + inpos] >>> 15) & 31); + out[4 + outpos] = ((in[0 + inpos] >>> 20) & 31); + out[5 + outpos] = ((in[0 + inpos] >>> 25) & 31); + out[6 + outpos] = (in[0 + inpos] >>> 30) + | ((in[1 + inpos] & 7) << (5 - 3)); + out[7 + outpos] = ((in[1 + inpos] >>> 3) & 31); + out[8 + outpos] = ((in[1 + inpos] >>> 8) & 31); + out[9 + outpos] = ((in[1 + inpos] >>> 13) & 31); + out[10 + outpos] = ((in[1 + inpos] >>> 18) & 31); + out[11 + outpos] = ((in[1 + inpos] >>> 23) & 31); + out[12 + outpos] = (in[1 + inpos] >>> 28) + | ((in[2 + inpos] & 1) << (5 - 1)); + out[13 + outpos] = ((in[2 + inpos] >>> 1) & 31); + out[14 + outpos] = ((in[2 + inpos] >>> 6) & 31); + out[15 + outpos] = ((in[2 + inpos] >>> 11) & 31); + out[16 + outpos] = ((in[2 + inpos] >>> 16) & 31); + out[17 + outpos] = ((in[2 + inpos] >>> 21) & 31); + out[18 + outpos] = ((in[2 + inpos] >>> 26) & 31); + out[19 + outpos] = (in[2 + inpos] >>> 31) + | ((in[3 + inpos] & 15) << (5 - 4)); + out[20 + outpos] = ((in[3 + inpos] >>> 4) & 31); + out[21 + outpos] = ((in[3 + inpos] >>> 9) & 31); + out[22 + outpos] = ((in[3 + inpos] >>> 14) & 31); + out[23 + outpos] = ((in[3 + inpos] >>> 19) & 31); + out[24 + outpos] = ((in[3 + inpos] >>> 24) & 31); + out[25 + outpos] = (in[3 + inpos] >>> 29) + | ((in[4 + inpos] & 3) << (5 - 2)); + out[26 + outpos] = ((in[4 + inpos] >>> 2) & 31); + out[27 + outpos] = ((in[4 + inpos] >>> 7) & 31); + out[28 + outpos] = ((in[4 + inpos] >>> 12) & 31); + out[29 + outpos] = ((in[4 + inpos] >>> 17) & 31); + out[30 + outpos] = ((in[4 + inpos] >>> 22) & 31); + out[31 + outpos] = (in[4 + inpos] >>> 27); } - protected static void fastunpack0(final int[] in, int inpos, + protected static void fastunpack6(final int[] in, int inpos, final int[] out, int outpos) { - Arrays.fill(out, outpos, outpos + 32, 0); + out[0 + outpos] = ((in[0 + inpos] >>> 0) & 63); + out[1 + outpos] = ((in[0 + inpos] >>> 6) & 63); + out[2 + outpos] = ((in[0 + inpos] >>> 12) & 63); + out[3 + outpos] = ((in[0 + inpos] >>> 18) & 63); + out[4 + outpos] = ((in[0 + inpos] >>> 24) & 63); + out[5 + outpos] = (in[0 + inpos] >>> 30) + | ((in[1 + inpos] & 15) << (6 - 4)); + out[6 + outpos] = ((in[1 + inpos] >>> 4) & 63); + out[7 + outpos] = ((in[1 + inpos] >>> 10) & 63); + out[8 + outpos] = ((in[1 + inpos] >>> 16) & 63); + out[9 + outpos] = ((in[1 + inpos] >>> 22) & 63); + out[10 + outpos] = (in[1 + inpos] >>> 28) + | ((in[2 + inpos] & 3) << (6 - 2)); + out[11 + outpos] = ((in[2 + inpos] >>> 2) & 63); + out[12 + outpos] = ((in[2 + inpos] >>> 8) & 63); + out[13 + outpos] = ((in[2 + inpos] >>> 14) & 63); + out[14 + outpos] = ((in[2 + inpos] >>> 20) & 63); + out[15 + outpos] = (in[2 + inpos] >>> 26); + out[16 + outpos] = ((in[3 + inpos] >>> 0) & 63); + out[17 + outpos] = ((in[3 + inpos] >>> 6) & 63); + out[18 + outpos] = ((in[3 + inpos] >>> 12) & 63); + out[19 + outpos] = ((in[3 + inpos] >>> 18) & 63); + out[20 + outpos] = ((in[3 + inpos] >>> 24) & 63); + out[21 + outpos] = (in[3 + inpos] >>> 30) + | ((in[4 + inpos] & 15) << (6 - 4)); + out[22 + outpos] = ((in[4 + inpos] >>> 4) & 63); + out[23 + outpos] = ((in[4 + inpos] >>> 10) & 63); + out[24 + outpos] = ((in[4 + inpos] >>> 16) & 63); + out[25 + outpos] = ((in[4 + inpos] >>> 22) & 63); + out[26 + outpos] = (in[4 + inpos] >>> 28) + | ((in[5 + inpos] & 3) << (6 - 2)); + out[27 + outpos] = ((in[5 + inpos] >>> 2) & 63); + out[28 + outpos] = ((in[5 + inpos] >>> 8) & 63); + out[29 + outpos] = ((in[5 + inpos] >>> 14) & 63); + out[30 + outpos] = ((in[5 + inpos] >>> 20) & 63); + out[31 + outpos] = (in[5 + inpos] >>> 26); } - protected static void fastpack0(final int[] in, int inpos, + protected static void fastunpack7(final int[] in, int inpos, final int[] out, int outpos) { - // nothing + out[0 + outpos] = ((in[0 + inpos] >>> 0) & 127); + out[1 + outpos] = ((in[0 + inpos] >>> 7) & 127); + out[2 + outpos] = ((in[0 + inpos] >>> 14) & 127); + out[3 + outpos] = ((in[0 + inpos] >>> 21) & 127); + out[4 + outpos] = (in[0 + inpos] >>> 28) + | ((in[1 + inpos] & 7) << (7 - 3)); + out[5 + outpos] = ((in[1 + inpos] >>> 3) & 127); + out[6 + outpos] = ((in[1 + inpos] >>> 10) & 127); + out[7 + outpos] = ((in[1 + inpos] >>> 17) & 127); + out[8 + outpos] = ((in[1 + inpos] >>> 24) & 127); + out[9 + outpos] = (in[1 + inpos] >>> 31) + | ((in[2 + inpos] & 63) << (7 - 6)); + out[10 + outpos] = ((in[2 + inpos] >>> 6) & 127); + out[11 + outpos] = ((in[2 + inpos] >>> 13) & 127); + out[12 + outpos] = ((in[2 + inpos] >>> 20) & 127); + out[13 + outpos] = (in[2 + inpos] >>> 27) + | ((in[3 + inpos] & 3) << (7 - 2)); + out[14 + outpos] = ((in[3 + inpos] >>> 2) & 127); + out[15 + outpos] = ((in[3 + inpos] >>> 9) & 127); + out[16 + outpos] = ((in[3 + inpos] >>> 16) & 127); + out[17 + outpos] = ((in[3 + inpos] >>> 23) & 127); + out[18 + outpos] = (in[3 + inpos] >>> 30) + | ((in[4 + inpos] & 31) << (7 - 5)); + out[19 + outpos] = ((in[4 + inpos] >>> 5) & 127); + out[20 + outpos] = ((in[4 + inpos] >>> 12) & 127); + out[21 + outpos] = ((in[4 + inpos] >>> 19) & 127); + out[22 + outpos] = (in[4 + inpos] >>> 26) + | ((in[5 + inpos] & 1) << (7 - 1)); + out[23 + outpos] = ((in[5 + inpos] >>> 1) & 127); + out[24 + outpos] = ((in[5 + inpos] >>> 8) & 127); + out[25 + outpos] = ((in[5 + inpos] >>> 15) & 127); + out[26 + outpos] = ((in[5 + inpos] >>> 22) & 127); + out[27 + outpos] = (in[5 + inpos] >>> 29) + | ((in[6 + inpos] & 15) << (7 - 4)); + out[28 + outpos] = ((in[6 + inpos] >>> 4) & 127); + out[29 + outpos] = ((in[6 + inpos] >>> 11) & 127); + out[30 + outpos] = ((in[6 + inpos] >>> 18) & 127); + out[31 + outpos] = (in[6 + inpos] >>> 25); } - protected static void fastpackwithoutmask0(final int[] in, int inpos, + protected static void fastunpack8(final int[] in, int inpos, final int[] out, int outpos) { - // nothing - } - - /** - * Pack the 32 integers - * - * @param in - * source array - * @param inpos - * starting point in the source array - * @param out - * output array - * @param outpos - * starting point in the output array - * @param bit - * how many bits to use per integer - */ - public static void fastunpack(final int[] in, final int inpos, - final int[] out, final int outpos, final int bit) { - switch (bit) { - case 0: - fastunpack0(in, inpos, out, outpos); - break; - case 1: - fastunpack1(in, inpos, out, outpos); - break; - case 2: - fastunpack2(in, inpos, out, outpos); - break; - case 3: - fastunpack3(in, inpos, out, outpos); - break; - case 4: - fastunpack4(in, inpos, out, outpos); - break; - case 5: - fastunpack5(in, inpos, out, outpos); - break; - case 6: - fastunpack6(in, inpos, out, outpos); - break; - case 7: - fastunpack7(in, inpos, out, outpos); - break; - case 8: - fastunpack8(in, inpos, out, outpos); - break; - case 9: - fastunpack9(in, inpos, out, outpos); - break; - case 10: - fastunpack10(in, inpos, out, outpos); - break; - case 11: - fastunpack11(in, inpos, out, outpos); - break; - case 12: - fastunpack12(in, inpos, out, outpos); - break; - case 13: - fastunpack13(in, inpos, out, outpos); - break; - case 14: - fastunpack14(in, inpos, out, outpos); - break; - case 15: - fastunpack15(in, inpos, out, outpos); - break; - case 16: - fastunpack16(in, inpos, out, outpos); - break; - case 17: - fastunpack17(in, inpos, out, outpos); - break; - case 18: - fastunpack18(in, inpos, out, outpos); - break; - case 19: - fastunpack19(in, inpos, out, outpos); - break; - case 20: - fastunpack20(in, inpos, out, outpos); - break; - case 21: - fastunpack21(in, inpos, out, outpos); - break; - case 22: - fastunpack22(in, inpos, out, outpos); - break; - case 23: - fastunpack23(in, inpos, out, outpos); - break; - case 24: - fastunpack24(in, inpos, out, outpos); - break; - case 25: - fastunpack25(in, inpos, out, outpos); - break; - case 26: - fastunpack26(in, inpos, out, outpos); - break; - case 27: - fastunpack27(in, inpos, out, outpos); - break; - case 28: - fastunpack28(in, inpos, out, outpos); - break; - case 29: - fastunpack29(in, inpos, out, outpos); - break; - case 30: - fastunpack30(in, inpos, out, outpos); - break; - case 31: - fastunpack31(in, inpos, out, outpos); - break; - case 32: - fastunpack32(in, inpos, out, outpos); - break; - default: - throw new IllegalArgumentException( - "Unsupported bit width."); - } - } - - /** - * Pack 32 integers - * - * @param in - * source array - * @param inpos - * position in source array - * @param out - * output array - * @param outpos - * position in output array - * @param bit - * number of bits to use per integer - */ - public static void fastpack(final int[] in, final int inpos, - final int[] out, final int outpos, final int bit) { - switch (bit) { - case 0: - fastpack0(in, inpos, out, outpos); - break; - case 1: - fastpack1(in, inpos, out, outpos); - break; - case 2: - fastpack2(in, inpos, out, outpos); - break; - case 3: - fastpack3(in, inpos, out, outpos); - break; - case 4: - fastpack4(in, inpos, out, outpos); - break; - case 5: - fastpack5(in, inpos, out, outpos); - break; - case 6: - fastpack6(in, inpos, out, outpos); - break; - case 7: - fastpack7(in, inpos, out, outpos); - break; - case 8: - fastpack8(in, inpos, out, outpos); - break; - case 9: - fastpack9(in, inpos, out, outpos); - break; - case 10: - fastpack10(in, inpos, out, outpos); - break; - case 11: - fastpack11(in, inpos, out, outpos); - break; - case 12: - fastpack12(in, inpos, out, outpos); - break; - case 13: - fastpack13(in, inpos, out, outpos); - break; - case 14: - fastpack14(in, inpos, out, outpos); - break; - case 15: - fastpack15(in, inpos, out, outpos); - break; - case 16: - fastpack16(in, inpos, out, outpos); - break; - case 17: - fastpack17(in, inpos, out, outpos); - break; - case 18: - fastpack18(in, inpos, out, outpos); - break; - case 19: - fastpack19(in, inpos, out, outpos); - break; - case 20: - fastpack20(in, inpos, out, outpos); - break; - case 21: - fastpack21(in, inpos, out, outpos); - break; - case 22: - fastpack22(in, inpos, out, outpos); - break; - case 23: - fastpack23(in, inpos, out, outpos); - break; - case 24: - fastpack24(in, inpos, out, outpos); - break; - case 25: - fastpack25(in, inpos, out, outpos); - break; - case 26: - fastpack26(in, inpos, out, outpos); - break; - case 27: - fastpack27(in, inpos, out, outpos); - break; - case 28: - fastpack28(in, inpos, out, outpos); - break; - case 29: - fastpack29(in, inpos, out, outpos); - break; - case 30: - fastpack30(in, inpos, out, outpos); - break; - case 31: - fastpack31(in, inpos, out, outpos); - break; - case 32: - fastpack32(in, inpos, out, outpos); - break; - default: - throw new IllegalArgumentException( - "Unsupported bit width."); - /** - * @param in - * @param inpos - * @param out - * @param outpos - * @param bit - */ - } + out[0 + outpos] = ((in[0 + inpos] >>> 0) & 255); + out[1 + outpos] = ((in[0 + inpos] >>> 8) & 255); + out[2 + outpos] = ((in[0 + inpos] >>> 16) & 255); + out[3 + outpos] = (in[0 + inpos] >>> 24); + out[4 + outpos] = ((in[1 + inpos] >>> 0) & 255); + out[5 + outpos] = ((in[1 + inpos] >>> 8) & 255); + out[6 + outpos] = ((in[1 + inpos] >>> 16) & 255); + out[7 + outpos] = (in[1 + inpos] >>> 24); + out[8 + outpos] = ((in[2 + inpos] >>> 0) & 255); + out[9 + outpos] = ((in[2 + inpos] >>> 8) & 255); + out[10 + outpos] = ((in[2 + inpos] >>> 16) & 255); + out[11 + outpos] = (in[2 + inpos] >>> 24); + out[12 + outpos] = ((in[3 + inpos] >>> 0) & 255); + out[13 + outpos] = ((in[3 + inpos] >>> 8) & 255); + out[14 + outpos] = ((in[3 + inpos] >>> 16) & 255); + out[15 + outpos] = (in[3 + inpos] >>> 24); + out[16 + outpos] = ((in[4 + inpos] >>> 0) & 255); + out[17 + outpos] = ((in[4 + inpos] >>> 8) & 255); + out[18 + outpos] = ((in[4 + inpos] >>> 16) & 255); + out[19 + outpos] = (in[4 + inpos] >>> 24); + out[20 + outpos] = ((in[5 + inpos] >>> 0) & 255); + out[21 + outpos] = ((in[5 + inpos] >>> 8) & 255); + out[22 + outpos] = ((in[5 + inpos] >>> 16) & 255); + out[23 + outpos] = (in[5 + inpos] >>> 24); + out[24 + outpos] = ((in[6 + inpos] >>> 0) & 255); + out[25 + outpos] = ((in[6 + inpos] >>> 8) & 255); + out[26 + outpos] = ((in[6 + inpos] >>> 16) & 255); + out[27 + outpos] = (in[6 + inpos] >>> 24); + out[28 + outpos] = ((in[7 + inpos] >>> 0) & 255); + out[29 + outpos] = ((in[7 + inpos] >>> 8) & 255); + out[30 + outpos] = ((in[7 + inpos] >>> 16) & 255); + out[31 + outpos] = (in[7 + inpos] >>> 24); } - /** - * Unpack 32 integers - * - * @param in - * source array - * @param inpos - * position in source array - * @param out - * output array - * @param outpos - * position in output array - * @param bit - * number of bits to use per integer - */ - public static void fastpackwithoutmask(final int[] in, final int inpos, - final int[] out, final int outpos, final int bit) { - switch (bit) { - case 0: - fastpackwithoutmask0(in, inpos, out, outpos); - break; - case 1: - fastpackwithoutmask1(in, inpos, out, outpos); - break; - case 2: - fastpackwithoutmask2(in, inpos, out, outpos); - break; - case 3: - fastpackwithoutmask3(in, inpos, out, outpos); - break; - case 4: - fastpackwithoutmask4(in, inpos, out, outpos); - break; - case 5: - fastpackwithoutmask5(in, inpos, out, outpos); - break; - case 6: - fastpackwithoutmask6(in, inpos, out, outpos); - break; - case 7: - fastpackwithoutmask7(in, inpos, out, outpos); - break; - case 8: - fastpackwithoutmask8(in, inpos, out, outpos); - break; - case 9: - fastpackwithoutmask9(in, inpos, out, outpos); - break; - case 10: - fastpackwithoutmask10(in, inpos, out, outpos); - break; - case 11: - fastpackwithoutmask11(in, inpos, out, outpos); - break; - case 12: - fastpackwithoutmask12(in, inpos, out, outpos); - break; - case 13: - fastpackwithoutmask13(in, inpos, out, outpos); - break; - case 14: - fastpackwithoutmask14(in, inpos, out, outpos); - break; - case 15: - fastpackwithoutmask15(in, inpos, out, outpos); - break; - case 16: - fastpackwithoutmask16(in, inpos, out, outpos); - break; - case 17: - fastpackwithoutmask17(in, inpos, out, outpos); - break; - case 18: - fastpackwithoutmask18(in, inpos, out, outpos); - break; - case 19: - fastpackwithoutmask19(in, inpos, out, outpos); - break; - case 20: - fastpackwithoutmask20(in, inpos, out, outpos); - break; - case 21: - fastpackwithoutmask21(in, inpos, out, outpos); - break; - case 22: - fastpackwithoutmask22(in, inpos, out, outpos); - break; - case 23: - fastpackwithoutmask23(in, inpos, out, outpos); - break; - case 24: - fastpackwithoutmask24(in, inpos, out, outpos); - break; - case 25: - fastpackwithoutmask25(in, inpos, out, outpos); - break; - case 26: - fastpackwithoutmask26(in, inpos, out, outpos); - break; - case 27: - fastpackwithoutmask27(in, inpos, out, outpos); - break; - case 28: - fastpackwithoutmask28(in, inpos, out, outpos); - break; - case 29: - fastpackwithoutmask29(in, inpos, out, outpos); - break; - case 30: - fastpackwithoutmask30(in, inpos, out, outpos); - break; - case 31: - fastpackwithoutmask31(in, inpos, out, outpos); - break; - case 32: - fastpackwithoutmask32(in, inpos, out, outpos); - break; - default: - throw new IllegalArgumentException( - "Unsupported bit width."); - } + protected static void fastunpack9(final int[] in, int inpos, + final int[] out, int outpos) { + out[0 + outpos] = ((in[0 + inpos] >>> 0) & 511); + out[1 + outpos] = ((in[0 + inpos] >>> 9) & 511); + out[2 + outpos] = ((in[0 + inpos] >>> 18) & 511); + out[3 + outpos] = (in[0 + inpos] >>> 27) + | ((in[1 + inpos] & 15) << (9 - 4)); + out[4 + outpos] = ((in[1 + inpos] >>> 4) & 511); + out[5 + outpos] = ((in[1 + inpos] >>> 13) & 511); + out[6 + outpos] = ((in[1 + inpos] >>> 22) & 511); + out[7 + outpos] = (in[1 + inpos] >>> 31) + | ((in[2 + inpos] & 255) << (9 - 8)); + out[8 + outpos] = ((in[2 + inpos] >>> 8) & 511); + out[9 + outpos] = ((in[2 + inpos] >>> 17) & 511); + out[10 + outpos] = (in[2 + inpos] >>> 26) + | ((in[3 + inpos] & 7) << (9 - 3)); + out[11 + outpos] = ((in[3 + inpos] >>> 3) & 511); + out[12 + outpos] = ((in[3 + inpos] >>> 12) & 511); + out[13 + outpos] = ((in[3 + inpos] >>> 21) & 511); + out[14 + outpos] = (in[3 + inpos] >>> 30) + | ((in[4 + inpos] & 127) << (9 - 7)); + out[15 + outpos] = ((in[4 + inpos] >>> 7) & 511); + out[16 + outpos] = ((in[4 + inpos] >>> 16) & 511); + out[17 + outpos] = (in[4 + inpos] >>> 25) + | ((in[5 + inpos] & 3) << (9 - 2)); + out[18 + outpos] = ((in[5 + inpos] >>> 2) & 511); + out[19 + outpos] = ((in[5 + inpos] >>> 11) & 511); + out[20 + outpos] = ((in[5 + inpos] >>> 20) & 511); + out[21 + outpos] = (in[5 + inpos] >>> 29) + | ((in[6 + inpos] & 63) << (9 - 6)); + out[22 + outpos] = ((in[6 + inpos] >>> 6) & 511); + out[23 + outpos] = ((in[6 + inpos] >>> 15) & 511); + out[24 + outpos] = (in[6 + inpos] >>> 24) + | ((in[7 + inpos] & 1) << (9 - 1)); + out[25 + outpos] = ((in[7 + inpos] >>> 1) & 511); + out[26 + outpos] = ((in[7 + inpos] >>> 10) & 511); + out[27 + outpos] = ((in[7 + inpos] >>> 19) & 511); + out[28 + outpos] = (in[7 + inpos] >>> 28) + | ((in[8 + inpos] & 31) << (9 - 5)); + out[29 + outpos] = ((in[8 + inpos] >>> 5) & 511); + out[30 + outpos] = ((in[8 + inpos] >>> 14) & 511); + out[31 + outpos] = (in[8 + inpos] >>> 23); } } diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index a0794df..3cd6c58 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -11,9 +11,11 @@ /** * This is a patching scheme designed for speed. - * It encodes integers in blocks of 128 integers. For arrays containing - * an arbitrary number of integers, you should use it in conjunction - * with another CODEC: + * It encodes integers in blocks of 128 integers within pages of + * up to 65536 integers. Note that it is important, to get good + * compression and good performance, to use sizeable blocks (greater than 1024 integers). + * For arrays containing a number of integers that is not divisible by 128, you should use + * it in conjunction with another CODEC: * * IntegerCODEC ic = new Composition(new FastPFOR(), new VariableByte()). *

diff --git a/src/main/java/me/lemire/integercompression/IntegratedBitPacking.java b/src/main/java/me/lemire/integercompression/IntegratedBitPacking.java index 5dd2335..a0fd463 100644 --- a/src/main/java/me/lemire/integercompression/IntegratedBitPacking.java +++ b/src/main/java/me/lemire/integercompression/IntegratedBitPacking.java @@ -13,11 +13,142 @@ * "Integrated" bit packing routines: they include both the bit packing and the * differential coding. * + * For details, please see + *

+ * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second + * through vectorization Software: Practice & Experience + * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract + * http://arxiv.org/abs/1209.2137 + *

+ * * @author Daniel Lemire * */ public final class IntegratedBitPacking { + /** + * Pack 32 integers as deltas with an initial value + * + * @param initoffset initial value (used to compute first delta) + * @param in input array + * @param inpos initial position in input array + * @param out output array + * @param outpos initial position in output array + * @param bit number of bits to use per integer + */ + public static void integratedpack(final int initoffset, final int[] in, + final int inpos, final int[] out, final int outpos, final int bit) { + switch (bit) { + case 0: + integratedpack0(initoffset, in, inpos, out, outpos); + break; + case 1: + integratedpack1(initoffset, in, inpos, out, outpos); + break; + case 2: + integratedpack2(initoffset, in, inpos, out, outpos); + break; + case 3: + integratedpack3(initoffset, in, inpos, out, outpos); + break; + case 4: + integratedpack4(initoffset, in, inpos, out, outpos); + break; + case 5: + integratedpack5(initoffset, in, inpos, out, outpos); + break; + case 6: + integratedpack6(initoffset, in, inpos, out, outpos); + break; + case 7: + integratedpack7(initoffset, in, inpos, out, outpos); + break; + case 8: + integratedpack8(initoffset, in, inpos, out, outpos); + break; + case 9: + integratedpack9(initoffset, in, inpos, out, outpos); + break; + case 10: + integratedpack10(initoffset, in, inpos, out, outpos); + break; + case 11: + integratedpack11(initoffset, in, inpos, out, outpos); + break; + case 12: + integratedpack12(initoffset, in, inpos, out, outpos); + break; + case 13: + integratedpack13(initoffset, in, inpos, out, outpos); + break; + case 14: + integratedpack14(initoffset, in, inpos, out, outpos); + break; + case 15: + integratedpack15(initoffset, in, inpos, out, outpos); + break; + case 16: + integratedpack16(initoffset, in, inpos, out, outpos); + break; + case 17: + integratedpack17(initoffset, in, inpos, out, outpos); + break; + case 18: + integratedpack18(initoffset, in, inpos, out, outpos); + break; + case 19: + integratedpack19(initoffset, in, inpos, out, outpos); + break; + case 20: + integratedpack20(initoffset, in, inpos, out, outpos); + break; + case 21: + integratedpack21(initoffset, in, inpos, out, outpos); + break; + case 22: + integratedpack22(initoffset, in, inpos, out, outpos); + break; + case 23: + integratedpack23(initoffset, in, inpos, out, outpos); + break; + case 24: + integratedpack24(initoffset, in, inpos, out, outpos); + break; + case 25: + integratedpack25(initoffset, in, inpos, out, outpos); + break; + case 26: + integratedpack26(initoffset, in, inpos, out, outpos); + break; + case 27: + integratedpack27(initoffset, in, inpos, out, outpos); + break; + case 28: + integratedpack28(initoffset, in, inpos, out, outpos); + break; + case 29: + integratedpack29(initoffset, in, inpos, out, outpos); + break; + case 30: + integratedpack30(initoffset, in, inpos, out, outpos); + break; + case 31: + integratedpack31(initoffset, in, inpos, out, outpos); + break; + case 32: + integratedpack32(initoffset, in, inpos, out, outpos); + break; + default: + throw new IllegalArgumentException( + "Unsupported bit width."); + } + } + + protected static void integratedpack0(final int initoffset, + final int[] in, int inpos, final int[] out, int outpos) { + // nothing + } + protected static void integratedpack1(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) @@ -54,3853 +185,3730 @@ protected static void integratedpack1(final int initoffset, | ((in[31 + inpos] - in[31 + inpos - 1]) << 31); } - protected static void integratedpack2(final int initoffset, + protected static void integratedpack10(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 2) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 4) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 6) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 10) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 20) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 30); + out[1 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (10 - 8) | ((in[4 + inpos] - in[4 + inpos - 1]) << 8) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 10) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 12) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 14) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 18) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 28); + out[2 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (10 - 6) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 6) | ((in[8 + inpos] - in[8 + inpos - 1]) << 16) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 18) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 20) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 22) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 24) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 26) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 28) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 30); - out[1 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 2) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 4) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 6) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 26); + out[3 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (10 - 4) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 4) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 14) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 24); + out[4 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (10 - 2) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 2) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 12) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 22); + out[5 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 10) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 20) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 30); + out[6 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (10 - 8) | ((in[20 + inpos] - in[20 + inpos - 1]) << 8) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 10) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 12) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 14) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 18) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 28); + out[7 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (10 - 6) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 6) | ((in[24 + inpos] - in[24 + inpos - 1]) << 16) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 18) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 20) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 22) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 24) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 26) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 28) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 30); + | ((in[25 + inpos] - in[25 + inpos - 1]) << 26); + out[8 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (10 - 4) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 4) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 14) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 24); + out[9 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (10 - 2) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 2) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 12) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 22); } - protected static void integratedpack3(final int initoffset, + protected static void integratedpack11(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 3) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 6) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 9) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 11) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 22); + out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (11 - 1) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 1) | ((in[4 + inpos] - in[4 + inpos - 1]) << 12) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 15) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 18) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 21) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 24) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 27) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 30); - out[1 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (3 - 1) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 1) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 23); + out[2 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (11 - 2) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 2) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 13) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 24); + out[3 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (11 - 3) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 3) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 14) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 25); + out[4 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (11 - 4) | ((in[12 + inpos] - in[12 + inpos - 1]) << 4) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 7) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 10) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 13) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 15) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 26); + out[5 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (11 - 5) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 5) | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 19) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 22) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 25) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 28) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 31); - out[2 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (3 - 2) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 2) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 5) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 27); + out[6 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (11 - 6) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 6) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 17) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 28); + out[7 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (11 - 7) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 7) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 18) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 29); + out[8 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (11 - 8) | ((in[24 + inpos] - in[24 + inpos - 1]) << 8) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 11) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 14) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 17) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 19) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 30); + out[9 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (11 - 9) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 9) | ((in[28 + inpos] - in[28 + inpos - 1]) << 20) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 23) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 26) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 29); + | ((in[29 + inpos] - in[29 + inpos - 1]) << 31); + out[10 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (11 - 10) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 10) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 21); } - protected static void integratedpack4(final int initoffset, + protected static void integratedpack12(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 4) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 8) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 12) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 12) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 24); + out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (12 - 4) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 4) | ((in[4 + inpos] - in[4 + inpos - 1]) << 16) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 20) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 24) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 28); - out[1 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 4) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 8) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 12) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 28); + out[2 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (12 - 8) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 8) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 20); + out[3 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 12) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 24); + out[4 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (12 - 4) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 4) | ((in[12 + inpos] - in[12 + inpos - 1]) << 16) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 20) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 24) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 28); - out[2 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 4) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 8) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 12) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 28); + out[5 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (12 - 8) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 8) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 20); + out[6 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 12) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 24); + out[7 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (12 - 4) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 4) | ((in[20 + inpos] - in[20 + inpos - 1]) << 16) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 20) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 24) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 28); - out[3 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 4) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 8) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 12) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 28); + out[8 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (12 - 8) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 8) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 20); + out[9 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 12) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 24); + out[10 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (12 - 4) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 4) | ((in[28 + inpos] - in[28 + inpos - 1]) << 16) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 20) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 24) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 28); + | ((in[29 + inpos] - in[29 + inpos - 1]) << 28); + out[11 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (12 - 8) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 8) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 20); } - protected static void integratedpack5(final int initoffset, + protected static void integratedpack13(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 5) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 10) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 15) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 20) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 25) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 30); - out[1 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (5 - 3) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 3) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 13) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 26); + out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (13 - 7) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 7) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 20); + out[2 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (13 - 1) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 1) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 14) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 27); + out[3 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (13 - 8) | ((in[8 + inpos] - in[8 + inpos - 1]) << 8) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 13) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 18) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 23) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 21); + out[4 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (13 - 2) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 2) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 15) | ((in[12 + inpos] - in[12 + inpos - 1]) << 28); - out[2 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (5 - 1) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 1) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 6) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 11) + out[5 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (13 - 9) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 9) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 22); + out[6 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (13 - 3) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 3) | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 21) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 26) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 31); - out[3 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (5 - 4) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 29); + out[7 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (13 - 10) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 10) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 23); + out[8 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (13 - 4) | ((in[20 + inpos] - in[20 + inpos - 1]) << 4) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 9) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 14) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 19) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 24) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 29); - out[4 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (5 - 2) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 2) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 7) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 17) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 30); + out[9 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (13 - 11) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 11) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 24); + out[10 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (13 - 5) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 5) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 18) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 31); + out[11 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (13 - 12) | ((in[28 + inpos] - in[28 + inpos - 1]) << 12) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 17) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 22) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 27); + | ((in[29 + inpos] - in[29 + inpos - 1]) << 25); + out[12 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (13 - 6) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 6) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 19); } - protected static void integratedpack6(final int initoffset, + protected static void integratedpack14(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 6) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 12) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 18) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 24) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 30); - out[1 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (6 - 4) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 4) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 10) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 14) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 28); + out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (14 - 10) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 10) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 24); + out[2 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (14 - 6) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 6) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 20); + out[3 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (14 - 2) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 2) | ((in[8 + inpos] - in[8 + inpos - 1]) << 16) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 22) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 28); - out[2 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (6 - 2) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 2) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 30); + out[4 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (14 - 12) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 12) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 26); + out[5 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (14 - 8) | ((in[12 + inpos] - in[12 + inpos - 1]) << 8) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 14) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 20) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 26); - out[3 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 6) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 12) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 18) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 24) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 30); - out[4 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (6 - 4) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 4) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 10) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 22); + out[6 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (14 - 4) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 4) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 18); + out[7 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 14) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 28); + out[8 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (14 - 10) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 10) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 24); + out[9 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (14 - 6) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 6) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 20); + out[10 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (14 - 2) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 2) | ((in[24 + inpos] - in[24 + inpos - 1]) << 16) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 22) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 28); - out[5 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (6 - 2) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 2) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 30); + out[11 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (14 - 12) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 12) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 26); + out[12 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (14 - 8) | ((in[28 + inpos] - in[28 + inpos - 1]) << 8) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 14) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 20) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 26); + | ((in[29 + inpos] - in[29 + inpos - 1]) << 22); + out[13 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (14 - 4) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 4) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 18); } - protected static void integratedpack7(final int initoffset, + protected static void integratedpack15(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 7) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 14) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 21) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 15) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 30); + out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (15 - 13) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 13) | ((in[4 + inpos] - in[4 + inpos - 1]) << 28); - out[1 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (7 - 3) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 3) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 10) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 17) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 24) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 31); - out[2 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (7 - 6) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 6) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 13) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 20) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 27); - out[3 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (7 - 2) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 2) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 9) + out[2 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (15 - 11) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 11) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 26); + out[3 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (15 - 9) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 9) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 24); + out[4 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (15 - 7) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 7) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 22); + out[5 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (15 - 5) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 5) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 20); + out[6 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (15 - 3) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 3) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 18); + out[7 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (15 - 1) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 1) | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 23) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 30); - out[4 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (7 - 5) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 5) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 31); + out[8 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (15 - 14) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 14) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 29); + out[9 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (15 - 12) | ((in[20 + inpos] - in[20 + inpos - 1]) << 12) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 19) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 26); - out[5 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (7 - 1) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 1) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 27); + out[10 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (15 - 10) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 10) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 25); + out[11 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (15 - 8) | ((in[24 + inpos] - in[24 + inpos - 1]) << 8) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 15) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 22) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 29); - out[6 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (7 - 4) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 23); + out[12 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (15 - 6) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 6) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 21); + out[13 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (15 - 4) | ((in[28 + inpos] - in[28 + inpos - 1]) << 4) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 11) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 18) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 25); + | ((in[29 + inpos] - in[29 + inpos - 1]) << 19); + out[14 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (15 - 2) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 2) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 17); } - protected static void integratedpack8(final int initoffset, + protected static void integratedpack16(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 8) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 16) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 24); - out[1 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 8) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 16) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 24); - out[2 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 8) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 16) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 24); - out[3 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 8) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 16) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 24); - out[4 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 8) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 16) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 24); - out[5 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 8) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 16) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 24); - out[6 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 8) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 16) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 24); - out[7 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 8) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 16) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 24); + | ((in[1 + inpos] - in[1 + inpos - 1]) << 16); + out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 16); + out[2 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 16); + out[3 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 16); + out[4 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 16); + out[5 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 16); + out[6 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 16); + out[7 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 16); + out[8 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 16); + out[9 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 16); + out[10 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 16); + out[11 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 16); + out[12 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 16); + out[13 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 16); + out[14 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 16); + out[15 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 16); } - protected static void integratedpack9(final int initoffset, + protected static void integratedpack17(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 9) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 18) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 27); - out[1 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (9 - 4) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 17); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (17 - 2) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 2) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 19); + out[2 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (17 - 4) | ((in[4 + inpos] - in[4 + inpos - 1]) << 4) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 13) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 22) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 31); - out[2 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (9 - 8) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 21); + out[3 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (17 - 6) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 6) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 23); + out[4 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (17 - 8) | ((in[8 + inpos] - in[8 + inpos - 1]) << 8) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 17) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 26); - out[3 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (9 - 3) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 3) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 25); + out[5 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (17 - 10) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 10) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 27); + out[6 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (17 - 12) | ((in[12 + inpos] - in[12 + inpos - 1]) << 12) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 21) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 30); - out[4 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (9 - 7) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 7) - | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 25); - out[5 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (9 - 2) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 2) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 11) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 20) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 29); - out[6 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (9 - 6) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 6) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 15) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 29); + out[7 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (17 - 14) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 14) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 31); + out[8 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (17 - 16) + | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); + out[9 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (17 - 1) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 1) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 18); + out[10 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (17 - 3) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 3) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 20); + out[11 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (17 - 5) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 5) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 22); + out[12 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (17 - 7) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 7) | ((in[24 + inpos] - in[24 + inpos - 1]) << 24); - out[7 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (9 - 1) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 1) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 10) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 19) + out[13 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (17 - 9) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 9) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 26); + out[14 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (17 - 11) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 11) | ((in[28 + inpos] - in[28 + inpos - 1]) << 28); - out[8 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (9 - 5) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 5) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 14) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 23); + out[15 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (17 - 13) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 13) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 30); + out[16 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (17 - 15) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 15); } - protected static void integratedpack10(final int initoffset, + protected static void integratedpack18(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 10) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 20) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 30); - out[1 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (10 - 8) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 18); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (18 - 4) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 4) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 22); + out[2 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (18 - 8) | ((in[4 + inpos] - in[4 + inpos - 1]) << 8) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 18) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 28); - out[2 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (10 - 6) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 6) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 16) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 26); - out[3 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (10 - 4) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 4) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 14) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 26); + out[3 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (18 - 12) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 12) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 30); + out[4 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (18 - 16) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 16); + out[5 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (18 - 2) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 2) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 20); + out[6 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (18 - 6) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 6) | ((in[12 + inpos] - in[12 + inpos - 1]) << 24); - out[4 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (10 - 2) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 2) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 12) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 22); - out[5 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 10) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 20) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 30); - out[6 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (10 - 8) + out[7 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (18 - 10) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 10) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 28); + out[8 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (18 - 14) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 14); + out[9 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 18); + out[10 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (18 - 4) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 4) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 22); + out[11 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (18 - 8) | ((in[20 + inpos] - in[20 + inpos - 1]) << 8) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 18) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 28); - out[7 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (10 - 6) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 6) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 16) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 26); - out[8 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (10 - 4) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 4) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 14) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 26); + out[12 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (18 - 12) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 12) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 30); + out[13 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (18 - 16) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 16); + out[14 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (18 - 2) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 2) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 20); + out[15 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (18 - 6) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 6) | ((in[28 + inpos] - in[28 + inpos - 1]) << 24); - out[9 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (10 - 2) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 2) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 12) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 22); + out[16 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (18 - 10) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 10) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 28); + out[17 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (18 - 14) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 14); } - protected static void integratedpack11(final int initoffset, + protected static void integratedpack19(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 11) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 22); - out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (11 - 1) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 1) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 19); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (19 - 6) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 6) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 25); + out[2 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (19 - 12) | ((in[4 + inpos] - in[4 + inpos - 1]) << 12) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 23); - out[2 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (11 - 2) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 2) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 13) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 31); + out[3 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (19 - 18) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 18); + out[4 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (19 - 5) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 5) | ((in[8 + inpos] - in[8 + inpos - 1]) << 24); - out[3 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (11 - 3) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 3) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 14) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 25); - out[4 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (11 - 4) + out[5 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (19 - 11) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 11) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 30); + out[6 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (19 - 17) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 17); + out[7 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (19 - 4) | ((in[12 + inpos] - in[12 + inpos - 1]) << 4) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 15) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 26); - out[5 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (11 - 5) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 5) - | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 27); - out[6 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (11 - 6) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 6) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 17) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 23); + out[8 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (19 - 10) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 10) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 29); + out[9 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (19 - 16) + | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); + out[10 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (19 - 3) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 3) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 22); + out[11 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (19 - 9) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 9) | ((in[20 + inpos] - in[20 + inpos - 1]) << 28); - out[7 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (11 - 7) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 7) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 18) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 29); - out[8 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (11 - 8) + out[12 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (19 - 15) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 15); + out[13 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (19 - 2) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 2) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 21); + out[14 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (19 - 8) | ((in[24 + inpos] - in[24 + inpos - 1]) << 8) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 19) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 30); - out[9 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (11 - 9) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 9) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 20) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 31); - out[10 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (11 - 10) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 10) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 21); + | ((in[25 + inpos] - in[25 + inpos - 1]) << 27); + out[15 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (19 - 14) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 14); + out[16 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (19 - 1) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 1) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 20); + out[17 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (19 - 7) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 7) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 26); + out[18 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (19 - 13) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 13); } - protected static void integratedpack12(final int initoffset, + protected static void integratedpack2(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 12) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 24); - out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (12 - 4) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 4) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 16) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 28); - out[2 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (12 - 8) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 8) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 20); - out[3 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 12) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 24); - out[4 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (12 - 4) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 4) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 16) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 28); - out[5 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (12 - 8) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 8) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 20); - out[6 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 12) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 24); - out[7 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (12 - 4) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 4) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 16) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 28); - out[8 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (12 - 8) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 8) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 20); - out[9 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 12) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 24); - out[10 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (12 - 4) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 4) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 16) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 28); - out[11 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (12 - 8) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 8) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 20); + | ((in[1 + inpos] - in[1 + inpos - 1]) << 2) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 4) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 6) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 8) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 10) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 12) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 14) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 16) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 18) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 20) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 22) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 24) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 26) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 28) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 30); + out[1 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 2) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 4) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 6) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 8) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 10) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 12) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 14) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 16) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 18) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 20) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 22) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 24) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 26) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 28) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 30); } - protected static void integratedpack13(final int initoffset, + protected static void integratedpack20(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 13) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 26); - out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (13 - 7) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 7) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 20); - out[2 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (13 - 1) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 1) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 14) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 27); - out[3 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (13 - 8) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 8) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 21); - out[4 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (13 - 2) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 2) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 15) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 28); - out[5 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (13 - 9) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 9) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 22); - out[6 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (13 - 3) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 3) - | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 29); - out[7 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (13 - 10) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 10) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 23); - out[8 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (13 - 4) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 4) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 17) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 30); - out[9 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (13 - 11) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 11) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 24); - out[10 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (13 - 5) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 5) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 18) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 31); - out[11 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (13 - 12) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 12) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 25); - out[12 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (13 - 6) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 6) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 19); + | ((in[1 + inpos] - in[1 + inpos - 1]) << 20); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (20 - 8) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 8) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 28); + out[2 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (20 - 16) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 16); + out[3 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (20 - 4) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 4) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 24); + out[4 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (20 - 12) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 12); + out[5 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 20); + out[6 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (20 - 8) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 8) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 28); + out[7 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (20 - 16) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 16); + out[8 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (20 - 4) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 4) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 24); + out[9 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (20 - 12) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 12); + out[10 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 20); + out[11 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (20 - 8) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 8) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 28); + out[12 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (20 - 16) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 16); + out[13 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (20 - 4) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 4) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 24); + out[14 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (20 - 12) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 12); + out[15 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 20); + out[16 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (20 - 8) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 8) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 28); + out[17 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (20 - 16) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 16); + out[18 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (20 - 4) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 4) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 24); + out[19 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (20 - 12) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 12); } - protected static void integratedpack14(final int initoffset, + protected static void integratedpack21(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 14) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 28); - out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (14 - 10) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 10) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 24); - out[2 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (14 - 6) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 6) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 20); - out[3 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (14 - 2) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 2) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 16) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 30); - out[4 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (14 - 12) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 12) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 26); - out[5 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (14 - 8) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 8) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 22); - out[6 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (14 - 4) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 4) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 18); - out[7 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 14) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 28); - out[8 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (14 - 10) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 10) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 21); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (21 - 10) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 10) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 31); + out[2 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (21 - 20) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 20); + out[3 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (21 - 9) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 9) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 30); + out[4 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (21 - 19) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 19); + out[5 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (21 - 8) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 8) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 29); + out[6 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (21 - 18) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 18); + out[7 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (21 - 7) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 7) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 28); + out[8 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (21 - 17) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 17); + out[9 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (21 - 6) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 6) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 27); + out[10 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (21 - 16) + | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); + out[11 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (21 - 5) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 5) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 26); + out[12 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (21 - 15) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 15); + out[13 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (21 - 4) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 4) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 25); + out[14 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (21 - 14) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 14); + out[15 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (21 - 3) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 3) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 24); + out[16 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (21 - 13) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 13); + out[17 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (21 - 2) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 2) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 23); + out[18 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (21 - 12) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 12); + out[19 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (21 - 1) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 1) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 22); + out[20 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (21 - 11) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 11); + } + + protected static void integratedpack22(final int initoffset, + final int[] in, int inpos, final int[] out, int outpos) { + out[0 + outpos] = (in[0 + inpos] - initoffset) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 22); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (22 - 12) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 12); + out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (22 - 2) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 2) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 24); + out[3 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (22 - 14) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 14); + out[4 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (22 - 4) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 4) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 26); + out[5 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (22 - 16) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 16); + out[6 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (22 - 6) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 6) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 28); + out[7 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (22 - 18) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 18); + out[8 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (22 - 8) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 8) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 30); + out[9 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (22 - 20) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 20); + out[10 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (22 - 10) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 10); + out[11 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 22); + out[12 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (22 - 12) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 12); + out[13 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (22 - 2) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 2) | ((in[20 + inpos] - in[20 + inpos - 1]) << 24); - out[9 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (14 - 6) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 6) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 20); - out[10 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (14 - 2) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 2) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 16) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 30); - out[11 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (14 - 12) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 12) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 26); - out[12 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (14 - 8) + out[14 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (22 - 14) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 14); + out[15 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (22 - 4) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 4) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 26); + out[16 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (22 - 16) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 16); + out[17 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (22 - 6) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 6) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 28); + out[18 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (22 - 18) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 18); + out[19 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (22 - 8) | ((in[28 + inpos] - in[28 + inpos - 1]) << 8) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 22); - out[13 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (14 - 4) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 4) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 18); + | ((in[29 + inpos] - in[29 + inpos - 1]) << 30); + out[20 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (22 - 20) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 20); + out[21 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (22 - 10) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 10); } - protected static void integratedpack15(final int initoffset, + protected static void integratedpack23(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 15) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 30); - out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (15 - 13) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 13) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 23); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (23 - 14) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 14); + out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (23 - 5) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 5) | ((in[4 + inpos] - in[4 + inpos - 1]) << 28); - out[2 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (15 - 11) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 11) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 26); - out[3 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (15 - 9) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 9) + out[3 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (23 - 19) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 19); + out[4 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (23 - 10) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 10); + out[5 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (23 - 1) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 1) | ((in[8 + inpos] - in[8 + inpos - 1]) << 24); - out[4 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (15 - 7) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 7) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 22); - out[5 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (15 - 5) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 5) + out[6 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (23 - 15) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 15); + out[7 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (23 - 6) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 6) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 29); + out[8 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (23 - 20) | ((in[12 + inpos] - in[12 + inpos - 1]) << 20); - out[6 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (15 - 3) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 3) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 18); - out[7 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (15 - 1) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 1) - | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 31); - out[8 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (15 - 14) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 14) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 29); - out[9 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (15 - 12) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 12) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 27); - out[10 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (15 - 10) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 10) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 25); - out[11 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (15 - 8) + out[9 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (23 - 11) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 11); + out[10 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (23 - 2) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 2) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 25); + out[11 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (23 - 16) + | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); + out[12 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (23 - 7) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 7) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 30); + out[13 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (23 - 21) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 21); + out[14 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (23 - 12) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 12); + out[15 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (23 - 3) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 3) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 26); + out[16 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (23 - 17) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 17); + out[17 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (23 - 8) | ((in[24 + inpos] - in[24 + inpos - 1]) << 8) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 23); - out[12 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (15 - 6) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 6) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 21); - out[13 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (15 - 4) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 31); + out[18 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (23 - 22) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 22); + out[19 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (23 - 13) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 13); + out[20 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (23 - 4) | ((in[28 + inpos] - in[28 + inpos - 1]) << 4) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 19); - out[14 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (15 - 2) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 2) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 17); - } - - protected static void integratedpack16(final int initoffset, - final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 16); - out[1 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 16); - out[2 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 16); - out[3 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 16); - out[4 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 16); - out[5 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 16); - out[6 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 16); - out[7 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 16); - out[8 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 16); - out[9 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 16); - out[10 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 16); - out[11 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 16); - out[12 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 16); - out[13 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 16); - out[14 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 16); - out[15 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 16); + | ((in[29 + inpos] - in[29 + inpos - 1]) << 27); + out[21 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (23 - 18) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 18); + out[22 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (23 - 9) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 9); } - protected static void integratedpack17(final int initoffset, + protected static void integratedpack24(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 17); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (17 - 2) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 2) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 19); - out[2 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (17 - 4) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 24); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (24 - 16) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 16); + out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (24 - 8) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 8); + out[3 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 24); + out[4 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (24 - 16) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 16); + out[5 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (24 - 8) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 8); + out[6 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 24); + out[7 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (24 - 16) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 16); + out[8 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (24 - 8) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 8); + out[9 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 24); + out[10 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (24 - 16) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 16); + out[11 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (24 - 8) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 8); + out[12 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 24); + out[13 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (24 - 16) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 16); + out[14 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (24 - 8) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 8); + out[15 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 24); + out[16 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (24 - 16) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 16); + out[17 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (24 - 8) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 8); + out[18 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 24); + out[19 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (24 - 16) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 16); + out[20 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (24 - 8) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 8); + out[21 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 24); + out[22 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (24 - 16) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 16); + out[23 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (24 - 8) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 8); + } + + protected static void integratedpack25(final int initoffset, + final int[] in, int inpos, final int[] out, int outpos) { + out[0 + outpos] = (in[0 + inpos] - initoffset) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 25); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (25 - 18) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 18); + out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (25 - 11) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 11); + out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (25 - 4) | ((in[4 + inpos] - in[4 + inpos - 1]) << 4) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 21); - out[3 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (17 - 6) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 6) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 23); - out[4 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (17 - 8) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 8) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 25); - out[5 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (17 - 10) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 10) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 27); - out[6 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (17 - 12) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 12) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 29); - out[7 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (17 - 14) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 14) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 31); - out[8 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (17 - 16) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 29); + out[4 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (25 - 22) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 22); + out[5 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (25 - 15) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 15); + out[6 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (25 - 8) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 8); + out[7 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (25 - 1) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 1) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 26); + out[8 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (25 - 19) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 19); + out[9 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (25 - 12) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 12); + out[10 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (25 - 5) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 5) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 30); + out[11 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (25 - 23) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 23); + out[12 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (25 - 16) | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); - out[9 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (17 - 1) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 1) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 18); - out[10 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (17 - 3) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 3) + out[13 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (25 - 9) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 9); + out[14 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (25 - 2) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 2) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 27); + out[15 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (25 - 20) | ((in[20 + inpos] - in[20 + inpos - 1]) << 20); - out[11 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (17 - 5) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 5) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 22); - out[12 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (17 - 7) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 7) + out[16 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (25 - 13) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 13); + out[17 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (25 - 6) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 6) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 31); + out[18 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (25 - 24) | ((in[24 + inpos] - in[24 + inpos - 1]) << 24); - out[13 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (17 - 9) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 9) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 26); - out[14 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (17 - 11) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 11) + out[19 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (25 - 17) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 17); + out[20 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (25 - 10) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 10); + out[21 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (25 - 3) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 3) | ((in[28 + inpos] - in[28 + inpos - 1]) << 28); - out[15 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (17 - 13) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 13) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 30); - out[16 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (17 - 15) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 15); + out[22 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (25 - 21) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 21); + out[23 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (25 - 14) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 14); + out[24 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (25 - 7) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 7); } - protected static void integratedpack18(final int initoffset, + protected static void integratedpack26(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 18); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (18 - 4) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 4) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 22); - out[2 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (18 - 8) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 8) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 26); - out[3 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (18 - 12) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 12) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 30); - out[4 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (18 - 16) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 26); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (26 - 20) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 20); + out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (26 - 14) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 14); + out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (26 - 8) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 8); + out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (26 - 2) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 2) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 28); + out[5 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (26 - 22) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 22); + out[6 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (26 - 16) | ((in[8 + inpos] - in[8 + inpos - 1]) << 16); - out[5 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (18 - 2) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 2) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 20); - out[6 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (18 - 6) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 6) + out[7 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (26 - 10) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 10); + out[8 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (26 - 4) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 4) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 30); + out[9 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (26 - 24) | ((in[12 + inpos] - in[12 + inpos - 1]) << 24); - out[7 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (18 - 10) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 10) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 28); - out[8 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (18 - 14) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 14); - out[9 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 18); - out[10 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (18 - 4) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 4) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 22); - out[11 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (18 - 8) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 8) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 26); - out[12 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (18 - 12) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 12) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 30); - out[13 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (18 - 16) + out[10 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (26 - 18) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 18); + out[11 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (26 - 12) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 12); + out[12 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (26 - 6) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 6); + out[13 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 26); + out[14 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (26 - 20) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 20); + out[15 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (26 - 14) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 14); + out[16 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (26 - 8) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 8); + out[17 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (26 - 2) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 2) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 28); + out[18 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (26 - 22) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 22); + out[19 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (26 - 16) | ((in[24 + inpos] - in[24 + inpos - 1]) << 16); - out[14 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (18 - 2) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 2) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 20); - out[15 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (18 - 6) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 6) + out[20 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (26 - 10) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 10); + out[21 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (26 - 4) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 4) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 30); + out[22 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (26 - 24) | ((in[28 + inpos] - in[28 + inpos - 1]) << 24); - out[16 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (18 - 10) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 10) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 28); - out[17 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (18 - 14) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 14); + out[23 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (26 - 18) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 18); + out[24 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (26 - 12) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 12); + out[25 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (26 - 6) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 6); } - protected static void integratedpack19(final int initoffset, + protected static void integratedpack27(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 19); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (19 - 6) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 6) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 25); - out[2 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (19 - 12) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 12) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 31); - out[3 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (19 - 18) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 18); - out[4 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (19 - 5) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 5) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 24); - out[5 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (19 - 11) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 11) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 30); - out[6 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (19 - 17) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 17); - out[7 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (19 - 4) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 27); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (27 - 22) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 22); + out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (27 - 17) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 17); + out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (27 - 12) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 12); + out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (27 - 7) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 7); + out[5 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (27 - 2) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 2) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 29); + out[6 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (27 - 24) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 24); + out[7 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (27 - 19) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 19); + out[8 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (27 - 14) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 14); + out[9 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (27 - 9) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 9); + out[10 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (27 - 4) | ((in[12 + inpos] - in[12 + inpos - 1]) << 4) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 23); - out[8 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (19 - 10) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 10) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 29); - out[9 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (19 - 16) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 31); + out[11 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (27 - 26) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 26); + out[12 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (27 - 21) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 21); + out[13 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (27 - 16) | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); - out[10 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (19 - 3) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 3) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 22); - out[11 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (19 - 9) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 9) + out[14 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (27 - 11) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 11); + out[15 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (27 - 6) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 6); + out[16 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (27 - 1) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 1) | ((in[20 + inpos] - in[20 + inpos - 1]) << 28); - out[12 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (19 - 15) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 15); - out[13 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (19 - 2) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 2) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 21); - out[14 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (19 - 8) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 8) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 27); - out[15 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (19 - 14) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 14); - out[16 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (19 - 1) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 1) + out[17 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (27 - 23) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 23); + out[18 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (27 - 18) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 18); + out[19 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (27 - 13) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 13); + out[20 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (27 - 8) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 8); + out[21 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (27 - 3) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 3) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 30); + out[22 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (27 - 25) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 25); + out[23 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (27 - 20) | ((in[28 + inpos] - in[28 + inpos - 1]) << 20); - out[17 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (19 - 7) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 7) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 26); - out[18 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (19 - 13) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 13); + out[24 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (27 - 15) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 15); + out[25 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (27 - 10) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 10); + out[26 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (27 - 5) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 5); } - protected static void integratedpack20(final int initoffset, + protected static void integratedpack28(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 20); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (20 - 8) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 8) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 28); - out[2 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (20 - 16) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 28); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (28 - 24) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 24); + out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (28 - 20) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 20); + out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (28 - 16) | ((in[4 + inpos] - in[4 + inpos - 1]) << 16); - out[3 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (20 - 4) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 4) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 24); - out[4 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (20 - 12) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 12); - out[5 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 20); - out[6 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (20 - 8) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 8) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 28); - out[7 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (20 - 16) + out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (28 - 12) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 12); + out[5 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (28 - 8) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 8); + out[6 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (28 - 4) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 4); + out[7 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 28); + out[8 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (28 - 24) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 24); + out[9 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (28 - 20) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 20); + out[10 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (28 - 16) | ((in[12 + inpos] - in[12 + inpos - 1]) << 16); - out[8 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (20 - 4) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 4) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 24); - out[9 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (20 - 12) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 12); - out[10 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 20); - out[11 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (20 - 8) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 8) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 28); - out[12 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (20 - 16) + out[11 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (28 - 12) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 12); + out[12 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (28 - 8) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 8); + out[13 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (28 - 4) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 4); + out[14 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 28); + out[15 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (28 - 24) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 24); + out[16 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (28 - 20) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 20); + out[17 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (28 - 16) | ((in[20 + inpos] - in[20 + inpos - 1]) << 16); - out[13 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (20 - 4) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 4) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 24); - out[14 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (20 - 12) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 12); - out[15 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 20); - out[16 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (20 - 8) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 8) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 28); - out[17 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (20 - 16) + out[18 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (28 - 12) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 12); + out[19 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (28 - 8) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 8); + out[20 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (28 - 4) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 4); + out[21 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 28); + out[22 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (28 - 24) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 24); + out[23 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (28 - 20) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 20); + out[24 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (28 - 16) | ((in[28 + inpos] - in[28 + inpos - 1]) << 16); - out[18 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (20 - 4) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 4) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 24); - out[19 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (20 - 12) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 12); + out[25 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (28 - 12) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 12); + out[26 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (28 - 8) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 8); + out[27 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (28 - 4) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 4); } - protected static void integratedpack21(final int initoffset, + protected static void integratedpack29(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 21); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (21 - 10) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 10) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 31); - out[2 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (21 - 20) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 29); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (29 - 26) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 26); + out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (29 - 23) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 23); + out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (29 - 20) | ((in[4 + inpos] - in[4 + inpos - 1]) << 20); - out[3 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (21 - 9) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 9) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 30); - out[4 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (21 - 19) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 19); - out[5 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (21 - 8) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 8) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 29); - out[6 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (21 - 18) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 18); - out[7 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (21 - 7) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 7) + out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (29 - 17) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 17); + out[5 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (29 - 14) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 14); + out[6 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (29 - 11) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 11); + out[7 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (29 - 8) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 8); + out[8 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (29 - 5) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 5); + out[9 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (29 - 2) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 2) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 31); + out[10 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (29 - 28) | ((in[12 + inpos] - in[12 + inpos - 1]) << 28); - out[8 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (21 - 17) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 17); - out[9 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (21 - 6) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 6) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 27); - out[10 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (21 - 16) + out[11 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (29 - 25) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 25); + out[12 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (29 - 22) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 22); + out[13 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (29 - 19) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 19); + out[14 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (29 - 16) | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); - out[11 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (21 - 5) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 5) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 26); - out[12 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (21 - 15) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 15); - out[13 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (21 - 4) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 4) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 25); - out[14 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (21 - 14) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 14); - out[15 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (21 - 3) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 3) + out[15 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (29 - 13) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 13); + out[16 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (29 - 10) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 10); + out[17 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (29 - 7) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 7); + out[18 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (29 - 4) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 4); + out[19 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (29 - 1) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 1) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 30); + out[20 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (29 - 27) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 27); + out[21 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (29 - 24) | ((in[24 + inpos] - in[24 + inpos - 1]) << 24); - out[16 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (21 - 13) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 13); - out[17 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (21 - 2) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 2) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 23); - out[18 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (21 - 12) + out[22 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (29 - 21) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 21); + out[23 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (29 - 18) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 18); + out[24 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (29 - 15) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 15); + out[25 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (29 - 12) | ((in[28 + inpos] - in[28 + inpos - 1]) << 12); - out[19 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (21 - 1) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 1) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 22); - out[20 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (21 - 11) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 11); + out[26 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (29 - 9) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 9); + out[27 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (29 - 6) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 6); + out[28 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (29 - 3) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 3); } - protected static void integratedpack22(final int initoffset, + protected static void integratedpack3(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 22); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (22 - 12) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 12); - out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (22 - 2) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 2) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 3) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 6) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 9) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 12) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 15) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 18) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 21) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 24) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 27) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 30); + out[1 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (3 - 1) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 1) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 4) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 7) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 10) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 13) + | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 19) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 22) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 25) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 28) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 31); + out[2 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (3 - 2) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 2) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 5) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 8) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 11) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 14) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 17) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 20) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 23) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 26) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 29); + } + + protected static void integratedpack30(final int initoffset, + final int[] in, int inpos, final int[] out, int outpos) { + out[0 + outpos] = (in[0 + inpos] - initoffset) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 30); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (30 - 28) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 28); + out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (30 - 26) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 26); + out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (30 - 24) | ((in[4 + inpos] - in[4 + inpos - 1]) << 24); - out[3 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (22 - 14) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 14); - out[4 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (22 - 4) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 4) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 26); - out[5 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (22 - 16) + out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (30 - 22) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 22); + out[5 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (30 - 20) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 20); + out[6 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (30 - 18) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 18); + out[7 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (30 - 16) | ((in[8 + inpos] - in[8 + inpos - 1]) << 16); - out[6 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (22 - 6) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 6) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 28); - out[7 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (22 - 18) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 18); - out[8 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (22 - 8) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 8) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 30); - out[9 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (22 - 20) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 20); - out[10 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (22 - 10) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 10); - out[11 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 22); - out[12 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (22 - 12) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 12); - out[13 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (22 - 2) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 2) + out[8 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (30 - 14) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 14); + out[9 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (30 - 12) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 12); + out[10 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (30 - 10) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 10); + out[11 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (30 - 8) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 8); + out[12 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (30 - 6) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 6); + out[13 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (30 - 4) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 4); + out[14 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (30 - 2) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 2); + out[15 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 30); + out[16 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (30 - 28) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 28); + out[17 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (30 - 26) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 26); + out[18 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (30 - 24) | ((in[20 + inpos] - in[20 + inpos - 1]) << 24); - out[14 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (22 - 14) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 14); - out[15 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (22 - 4) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 4) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 26); - out[16 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (22 - 16) + out[19 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (30 - 22) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 22); + out[20 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (30 - 20) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 20); + out[21 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (30 - 18) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 18); + out[22 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (30 - 16) | ((in[24 + inpos] - in[24 + inpos - 1]) << 16); - out[17 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (22 - 6) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 6) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 28); - out[18 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (22 - 18) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 18); - out[19 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (22 - 8) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 8) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 30); - out[20 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (22 - 20) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 20); - out[21 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (22 - 10) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 10); + out[23 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (30 - 14) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 14); + out[24 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (30 - 12) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 12); + out[25 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (30 - 10) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 10); + out[26 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (30 - 8) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 8); + out[27 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (30 - 6) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 6); + out[28 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (30 - 4) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 4); + out[29 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (30 - 2) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 2); } - protected static void integratedpack23(final int initoffset, + protected static void integratedpack31(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 23); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (23 - 14) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 14); - out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (23 - 5) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 5) + | ((in[1 + inpos] - in[1 + inpos - 1]) << 31); + out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (31 - 30) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 30); + out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (31 - 29) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 29); + out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (31 - 28) | ((in[4 + inpos] - in[4 + inpos - 1]) << 28); - out[3 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (23 - 19) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 19); - out[4 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (23 - 10) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 10); - out[5 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (23 - 1) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 1) + out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (31 - 27) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 27); + out[5 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (31 - 26) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 26); + out[6 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (31 - 25) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 25); + out[7 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (31 - 24) | ((in[8 + inpos] - in[8 + inpos - 1]) << 24); - out[6 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (23 - 15) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 15); - out[7 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (23 - 6) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 6) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 29); - out[8 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (23 - 20) + out[8 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (31 - 23) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 23); + out[9 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (31 - 22) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 22); + out[10 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (31 - 21) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 21); + out[11 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (31 - 20) | ((in[12 + inpos] - in[12 + inpos - 1]) << 20); - out[9 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (23 - 11) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 11); - out[10 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (23 - 2) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 2) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 25); - out[11 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (23 - 16) + out[12 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (31 - 19) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 19); + out[13 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (31 - 18) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 18); + out[14 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (31 - 17) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 17); + out[15 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (31 - 16) | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); - out[12 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (23 - 7) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 7) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 30); - out[13 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (23 - 21) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 21); - out[14 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (23 - 12) + out[16 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (31 - 15) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 15); + out[17 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (31 - 14) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 14); + out[18 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (31 - 13) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 13); + out[19 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (31 - 12) | ((in[20 + inpos] - in[20 + inpos - 1]) << 12); - out[15 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (23 - 3) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 3) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 26); - out[16 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (23 - 17) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 17); - out[17 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (23 - 8) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 8) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 31); - out[18 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (23 - 22) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 22); - out[19 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (23 - 13) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 13); - out[20 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (23 - 4) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 4) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 27); - out[21 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (23 - 18) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 18); - out[22 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (23 - 9) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 9); - } - - protected static void integratedpack24(final int initoffset, - final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 24); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (24 - 16) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 16); - out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (24 - 8) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 8); - out[3 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 24); - out[4 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (24 - 16) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 16); - out[5 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (24 - 8) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 8); - out[6 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 24); - out[7 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (24 - 16) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 16); - out[8 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (24 - 8) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 8); - out[9 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 24); - out[10 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (24 - 16) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 16); - out[11 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (24 - 8) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 8); - out[12 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 24); - out[13 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (24 - 16) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 16); - out[14 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (24 - 8) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 8); - out[15 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 24); - out[16 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (24 - 16) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 16); - out[17 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (24 - 8) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 8); - out[18 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 24); - out[19 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (24 - 16) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 16); - out[20 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (24 - 8) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 8); - out[21 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 24); - out[22 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (24 - 16) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 16); - out[23 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (24 - 8) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 8); + out[20 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (31 - 11) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 11); + out[21 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (31 - 10) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 10); + out[22 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (31 - 9) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 9); + out[23 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (31 - 8) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 8); + out[24 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (31 - 7) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 7); + out[25 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (31 - 6) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 6); + out[26 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (31 - 5) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 5); + out[27 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (31 - 4) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 4); + out[28 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (31 - 3) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 3); + out[29 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (31 - 2) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 2); + out[30 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (31 - 1) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 1); } - protected static void integratedpack25(final int initoffset, + protected static void integratedpack32(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 25); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (25 - 18) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 18); - out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (25 - 11) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 11); - out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (25 - 4) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 4) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 29); - out[4 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (25 - 22) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 22); - out[5 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (25 - 15) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 15); - out[6 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (25 - 8) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 8); - out[7 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (25 - 1) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 1) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 26); - out[8 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (25 - 19) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 19); - out[9 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (25 - 12) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 12); - out[10 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (25 - 5) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 5) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 30); - out[11 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (25 - 23) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 23); - out[12 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (25 - 16) - | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); - out[13 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (25 - 9) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 9); - out[14 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (25 - 2) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 2) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 27); - out[15 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (25 - 20) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 20); - out[16 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (25 - 13) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 13); - out[17 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (25 - 6) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 6) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 31); - out[18 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (25 - 24) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 24); - out[19 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (25 - 17) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 17); - out[20 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (25 - 10) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 10); - out[21 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (25 - 3) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 3) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 28); - out[22 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (25 - 21) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 21); - out[23 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (25 - 14) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 14); - out[24 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (25 - 7) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 7); + System.arraycopy(in, inpos, out, outpos, 32); // no sense in + // doing delta + // coding } - protected static void integratedpack26(final int initoffset, + protected static void integratedpack4(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 26); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (26 - 20) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 20); - out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (26 - 14) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 14); - out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (26 - 8) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 8); - out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (26 - 2) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 2) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 28); - out[5 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (26 - 22) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 22); - out[6 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (26 - 16) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 16); - out[7 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (26 - 10) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 10); - out[8 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (26 - 4) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 4) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 30); - out[9 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (26 - 24) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 24); - out[10 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (26 - 18) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 18); - out[11 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (26 - 12) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 12); - out[12 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (26 - 6) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 6); - out[13 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 26); - out[14 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (26 - 20) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 20); - out[15 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (26 - 14) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 14); - out[16 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (26 - 8) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 8); - out[17 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (26 - 2) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 2) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 28); - out[18 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (26 - 22) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 22); - out[19 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (26 - 16) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 16); - out[20 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (26 - 10) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 10); - out[21 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (26 - 4) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 4) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 30); - out[22 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (26 - 24) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 24); - out[23 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (26 - 18) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 18); - out[24 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (26 - 12) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 12); - out[25 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (26 - 6) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 6); + | ((in[1 + inpos] - in[1 + inpos - 1]) << 4) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 8) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 12) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 16) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 20) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 24) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 28); + out[1 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 4) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 8) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 12) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 16) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 20) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 24) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 28); + out[2 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 4) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 8) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 12) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 16) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 20) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 24) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 28); + out[3 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 4) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 8) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 12) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 16) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 20) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 24) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 28); } - protected static void integratedpack27(final int initoffset, + protected static void integratedpack5(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 27); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (27 - 22) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 22); - out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (27 - 17) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 17); - out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (27 - 12) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 12); - out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (27 - 7) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 7); - out[5 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (27 - 2) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 2) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 29); - out[6 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (27 - 24) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 24); - out[7 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (27 - 19) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 19); - out[8 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (27 - 14) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 14); - out[9 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (27 - 9) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 9); - out[10 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (27 - 4) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 4) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 31); - out[11 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (27 - 26) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 26); - out[12 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (27 - 21) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 21); - out[13 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (27 - 16) - | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); - out[14 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (27 - 11) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 11); - out[15 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (27 - 6) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 6); - out[16 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (27 - 1) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 1) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 28); - out[17 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (27 - 23) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 23); - out[18 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (27 - 18) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 18); - out[19 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (27 - 13) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 13); - out[20 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (27 - 8) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 8); - out[21 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (27 - 3) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 3) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 30); - out[22 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (27 - 25) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 25); - out[23 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (27 - 20) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 20); - out[24 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (27 - 15) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 15); - out[25 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (27 - 10) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 10); - out[26 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (27 - 5) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 5); + | ((in[1 + inpos] - in[1 + inpos - 1]) << 5) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 10) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 15) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 20) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 25) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 30); + out[1 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (5 - 3) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 3) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 8) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 13) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 18) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 23) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 28); + out[2 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (5 - 1) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 1) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 6) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 11) + | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 21) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 26) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 31); + out[3 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (5 - 4) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 4) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 9) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 14) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 19) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 24) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 29); + out[4 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (5 - 2) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 2) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 7) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 12) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 17) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 22) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 27); } - protected static void integratedpack28(final int initoffset, + protected static void integratedpack6(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 28); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (28 - 24) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 24); - out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (28 - 20) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 20); - out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (28 - 16) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 16); - out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (28 - 12) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 12); - out[5 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (28 - 8) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 8); - out[6 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (28 - 4) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 4); - out[7 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 28); - out[8 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (28 - 24) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 24); - out[9 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (28 - 20) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 20); - out[10 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (28 - 16) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 16); - out[11 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (28 - 12) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 12); - out[12 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (28 - 8) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 8); - out[13 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (28 - 4) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 4); - out[14 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 28); - out[15 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (28 - 24) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 24); - out[16 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (28 - 20) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 20); - out[17 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (28 - 16) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 16); - out[18 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (28 - 12) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 12); - out[19 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (28 - 8) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 8); - out[20 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (28 - 4) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 4); - out[21 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 28); - out[22 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (28 - 24) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 24); - out[23 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (28 - 20) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 20); - out[24 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (28 - 16) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 16); - out[25 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (28 - 12) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 12); - out[26 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (28 - 8) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 8); - out[27 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (28 - 4) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 4); + | ((in[1 + inpos] - in[1 + inpos - 1]) << 6) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 12) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 18) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 24) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 30); + out[1 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (6 - 4) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 4) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 10) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 16) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 22) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 28); + out[2 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (6 - 2) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 2) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 8) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 14) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 20) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 26); + out[3 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 6) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 12) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 18) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 24) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 30); + out[4 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (6 - 4) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 4) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 10) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 16) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 22) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 28); + out[5 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (6 - 2) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 2) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 8) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 14) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 20) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 26); } - protected static void integratedpack29(final int initoffset, + protected static void integratedpack7(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 29); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (29 - 26) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 26); - out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (29 - 23) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 23); - out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (29 - 20) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 20); - out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (29 - 17) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 17); - out[5 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (29 - 14) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 14); - out[6 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (29 - 11) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 11); - out[7 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (29 - 8) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 8); - out[8 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (29 - 5) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 5); - out[9 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (29 - 2) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 2) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 31); - out[10 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (29 - 28) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 28); - out[11 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (29 - 25) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 25); - out[12 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (29 - 22) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 22); - out[13 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (29 - 19) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 19); - out[14 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (29 - 16) - | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); - out[15 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (29 - 13) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 13); - out[16 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (29 - 10) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 10); - out[17 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (29 - 7) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 7); - out[18 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (29 - 4) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 4); - out[19 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (29 - 1) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 1) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 30); - out[20 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (29 - 27) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 27); - out[21 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (29 - 24) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 24); - out[22 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (29 - 21) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 21); - out[23 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (29 - 18) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 18); - out[24 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (29 - 15) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 15); - out[25 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (29 - 12) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 12); - out[26 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (29 - 9) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 9); - out[27 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (29 - 6) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 6); - out[28 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (29 - 3) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 3); + | ((in[1 + inpos] - in[1 + inpos - 1]) << 7) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 14) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 21) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 28); + out[1 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (7 - 3) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 3) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 10) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 17) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 24) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 31); + out[2 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (7 - 6) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 6) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 13) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 20) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 27); + out[3 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (7 - 2) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 2) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 9) + | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 23) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 30); + out[4 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (7 - 5) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 5) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 12) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 19) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 26); + out[5 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (7 - 1) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 1) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 8) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 15) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 22) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 29); + out[6 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (7 - 4) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 4) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 11) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 18) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 25); } - protected static void integratedpack30(final int initoffset, + protected static void integratedpack8(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 30); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (30 - 28) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 28); - out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (30 - 26) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 26); - out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (30 - 24) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 24); - out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (30 - 22) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 22); - out[5 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (30 - 20) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 20); - out[6 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (30 - 18) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 18); - out[7 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (30 - 16) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 16); - out[8 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (30 - 14) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 14); - out[9 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (30 - 12) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 12); - out[10 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (30 - 10) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 10); - out[11 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (30 - 8) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 8); - out[12 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (30 - 6) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 6); - out[13 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (30 - 4) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 4); - out[14 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (30 - 2) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 2); - out[15 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 30); - out[16 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (30 - 28) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 28); - out[17 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (30 - 26) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 26); - out[18 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (30 - 24) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 24); - out[19 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (30 - 22) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 22); - out[20 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (30 - 20) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 20); - out[21 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (30 - 18) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 18); - out[22 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (30 - 16) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 16); - out[23 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (30 - 14) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 14); - out[24 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (30 - 12) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 12); - out[25 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (30 - 10) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 10); - out[26 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (30 - 8) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 8); - out[27 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (30 - 6) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 6); - out[28 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (30 - 4) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 4); - out[29 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (30 - 2) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 2); + | ((in[1 + inpos] - in[1 + inpos - 1]) << 8) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 16) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 24); + out[1 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 8) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 16) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 24); + out[2 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 8) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 16) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 24); + out[3 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 8) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 16) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 24); + out[4 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 8) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 16) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 24); + out[5 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 8) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 16) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 24); + out[6 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 8) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 16) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 24); + out[7 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 8) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 16) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 24); } - protected static void integratedpack31(final int initoffset, + protected static void integratedpack9(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { out[0 + outpos] = (in[0 + inpos] - initoffset) - | ((in[1 + inpos] - in[1 + inpos - 1]) << 31); - out[1 + outpos] = (in[1 + inpos] - in[1 + inpos - 1]) >>> (31 - 30) - | ((in[2 + inpos] - in[2 + inpos - 1]) << 30); - out[2 + outpos] = (in[2 + inpos] - in[2 + inpos - 1]) >>> (31 - 29) - | ((in[3 + inpos] - in[3 + inpos - 1]) << 29); - out[3 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (31 - 28) - | ((in[4 + inpos] - in[4 + inpos - 1]) << 28); - out[4 + outpos] = (in[4 + inpos] - in[4 + inpos - 1]) >>> (31 - 27) - | ((in[5 + inpos] - in[5 + inpos - 1]) << 27); - out[5 + outpos] = (in[5 + inpos] - in[5 + inpos - 1]) >>> (31 - 26) - | ((in[6 + inpos] - in[6 + inpos - 1]) << 26); - out[6 + outpos] = (in[6 + inpos] - in[6 + inpos - 1]) >>> (31 - 25) - | ((in[7 + inpos] - in[7 + inpos - 1]) << 25); - out[7 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (31 - 24) - | ((in[8 + inpos] - in[8 + inpos - 1]) << 24); - out[8 + outpos] = (in[8 + inpos] - in[8 + inpos - 1]) >>> (31 - 23) - | ((in[9 + inpos] - in[9 + inpos - 1]) << 23); - out[9 + outpos] = (in[9 + inpos] - in[9 + inpos - 1]) >>> (31 - 22) - | ((in[10 + inpos] - in[10 + inpos - 1]) << 22); - out[10 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (31 - 21) - | ((in[11 + inpos] - in[11 + inpos - 1]) << 21); - out[11 + outpos] = (in[11 + inpos] - in[11 + inpos - 1]) >>> (31 - 20) - | ((in[12 + inpos] - in[12 + inpos - 1]) << 20); - out[12 + outpos] = (in[12 + inpos] - in[12 + inpos - 1]) >>> (31 - 19) - | ((in[13 + inpos] - in[13 + inpos - 1]) << 19); - out[13 + outpos] = (in[13 + inpos] - in[13 + inpos - 1]) >>> (31 - 18) - | ((in[14 + inpos] - in[14 + inpos - 1]) << 18); - out[14 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (31 - 17) - | ((in[15 + inpos] - in[15 + inpos - 1]) << 17); - out[15 + outpos] = (in[15 + inpos] - in[15 + inpos - 1]) >>> (31 - 16) - | ((in[16 + inpos] - in[16 + inpos - 1]) << 16); - out[16 + outpos] = (in[16 + inpos] - in[16 + inpos - 1]) >>> (31 - 15) - | ((in[17 + inpos] - in[17 + inpos - 1]) << 15); - out[17 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (31 - 14) - | ((in[18 + inpos] - in[18 + inpos - 1]) << 14); - out[18 + outpos] = (in[18 + inpos] - in[18 + inpos - 1]) >>> (31 - 13) - | ((in[19 + inpos] - in[19 + inpos - 1]) << 13); - out[19 + outpos] = (in[19 + inpos] - in[19 + inpos - 1]) >>> (31 - 12) - | ((in[20 + inpos] - in[20 + inpos - 1]) << 12); - out[20 + outpos] = (in[20 + inpos] - in[20 + inpos - 1]) >>> (31 - 11) - | ((in[21 + inpos] - in[21 + inpos - 1]) << 11); - out[21 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (31 - 10) - | ((in[22 + inpos] - in[22 + inpos - 1]) << 10); - out[22 + outpos] = (in[22 + inpos] - in[22 + inpos - 1]) >>> (31 - 9) - | ((in[23 + inpos] - in[23 + inpos - 1]) << 9); - out[23 + outpos] = (in[23 + inpos] - in[23 + inpos - 1]) >>> (31 - 8) - | ((in[24 + inpos] - in[24 + inpos - 1]) << 8); - out[24 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (31 - 7) - | ((in[25 + inpos] - in[25 + inpos - 1]) << 7); - out[25 + outpos] = (in[25 + inpos] - in[25 + inpos - 1]) >>> (31 - 6) - | ((in[26 + inpos] - in[26 + inpos - 1]) << 6); - out[26 + outpos] = (in[26 + inpos] - in[26 + inpos - 1]) >>> (31 - 5) - | ((in[27 + inpos] - in[27 + inpos - 1]) << 5); - out[27 + outpos] = (in[27 + inpos] - in[27 + inpos - 1]) >>> (31 - 4) - | ((in[28 + inpos] - in[28 + inpos - 1]) << 4); - out[28 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (31 - 3) - | ((in[29 + inpos] - in[29 + inpos - 1]) << 3); - out[29 + outpos] = (in[29 + inpos] - in[29 + inpos - 1]) >>> (31 - 2) - | ((in[30 + inpos] - in[30 + inpos - 1]) << 2); - out[30 + outpos] = (in[30 + inpos] - in[30 + inpos - 1]) >>> (31 - 1) - | ((in[31 + inpos] - in[31 + inpos - 1]) << 1); - } - - protected static void integratedunpack1(final int initoffset, - final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 1)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 1) & 1)) - + out[1 + outpos - 1]; - out[2 + outpos] = (((in[0 + inpos] >>> 2) & 1)) - + out[2 + outpos - 1]; - out[3 + outpos] = (((in[0 + inpos] >>> 3) & 1)) - + out[3 + outpos - 1]; - out[4 + outpos] = (((in[0 + inpos] >>> 4) & 1)) - + out[4 + outpos - 1]; - out[5 + outpos] = (((in[0 + inpos] >>> 5) & 1)) - + out[5 + outpos - 1]; - out[6 + outpos] = (((in[0 + inpos] >>> 6) & 1)) - + out[6 + outpos - 1]; - out[7 + outpos] = (((in[0 + inpos] >>> 7) & 1)) - + out[7 + outpos - 1]; - out[8 + outpos] = (((in[0 + inpos] >>> 8) & 1)) - + out[8 + outpos - 1]; - out[9 + outpos] = (((in[0 + inpos] >>> 9) & 1)) - + out[9 + outpos - 1]; - out[10 + outpos] = (((in[0 + inpos] >>> 10) & 1)) - + out[10 + outpos - 1]; - out[11 + outpos] = (((in[0 + inpos] >>> 11) & 1)) - + out[11 + outpos - 1]; - out[12 + outpos] = (((in[0 + inpos] >>> 12) & 1)) - + out[12 + outpos - 1]; - out[13 + outpos] = (((in[0 + inpos] >>> 13) & 1)) - + out[13 + outpos - 1]; - out[14 + outpos] = (((in[0 + inpos] >>> 14) & 1)) - + out[14 + outpos - 1]; - out[15 + outpos] = (((in[0 + inpos] >>> 15) & 1)) - + out[15 + outpos - 1]; - out[16 + outpos] = (((in[0 + inpos] >>> 16) & 1)) - + out[16 + outpos - 1]; - out[17 + outpos] = (((in[0 + inpos] >>> 17) & 1)) - + out[17 + outpos - 1]; - out[18 + outpos] = (((in[0 + inpos] >>> 18) & 1)) - + out[18 + outpos - 1]; - out[19 + outpos] = (((in[0 + inpos] >>> 19) & 1)) - + out[19 + outpos - 1]; - out[20 + outpos] = (((in[0 + inpos] >>> 20) & 1)) - + out[20 + outpos - 1]; - out[21 + outpos] = (((in[0 + inpos] >>> 21) & 1)) - + out[21 + outpos - 1]; - out[22 + outpos] = (((in[0 + inpos] >>> 22) & 1)) - + out[22 + outpos - 1]; - out[23 + outpos] = (((in[0 + inpos] >>> 23) & 1)) - + out[23 + outpos - 1]; - out[24 + outpos] = (((in[0 + inpos] >>> 24) & 1)) - + out[24 + outpos - 1]; - out[25 + outpos] = (((in[0 + inpos] >>> 25) & 1)) - + out[25 + outpos - 1]; - out[26 + outpos] = (((in[0 + inpos] >>> 26) & 1)) - + out[26 + outpos - 1]; - out[27 + outpos] = (((in[0 + inpos] >>> 27) & 1)) - + out[27 + outpos - 1]; - out[28 + outpos] = (((in[0 + inpos] >>> 28) & 1)) - + out[28 + outpos - 1]; - out[29 + outpos] = (((in[0 + inpos] >>> 29) & 1)) - + out[29 + outpos - 1]; - out[30 + outpos] = (((in[0 + inpos] >>> 30) & 1)) - + out[30 + outpos - 1]; - out[31 + outpos] = ((in[0 + inpos] >>> 31)) - + out[31 + outpos - 1]; + | ((in[1 + inpos] - in[1 + inpos - 1]) << 9) + | ((in[2 + inpos] - in[2 + inpos - 1]) << 18) + | ((in[3 + inpos] - in[3 + inpos - 1]) << 27); + out[1 + outpos] = (in[3 + inpos] - in[3 + inpos - 1]) >>> (9 - 4) + | ((in[4 + inpos] - in[4 + inpos - 1]) << 4) + | ((in[5 + inpos] - in[5 + inpos - 1]) << 13) + | ((in[6 + inpos] - in[6 + inpos - 1]) << 22) + | ((in[7 + inpos] - in[7 + inpos - 1]) << 31); + out[2 + outpos] = (in[7 + inpos] - in[7 + inpos - 1]) >>> (9 - 8) + | ((in[8 + inpos] - in[8 + inpos - 1]) << 8) + | ((in[9 + inpos] - in[9 + inpos - 1]) << 17) + | ((in[10 + inpos] - in[10 + inpos - 1]) << 26); + out[3 + outpos] = (in[10 + inpos] - in[10 + inpos - 1]) >>> (9 - 3) + | ((in[11 + inpos] - in[11 + inpos - 1]) << 3) + | ((in[12 + inpos] - in[12 + inpos - 1]) << 12) + | ((in[13 + inpos] - in[13 + inpos - 1]) << 21) + | ((in[14 + inpos] - in[14 + inpos - 1]) << 30); + out[4 + outpos] = (in[14 + inpos] - in[14 + inpos - 1]) >>> (9 - 7) + | ((in[15 + inpos] - in[15 + inpos - 1]) << 7) + | ((in[16 + inpos] - in[16 + inpos - 1]) << 16) + | ((in[17 + inpos] - in[17 + inpos - 1]) << 25); + out[5 + outpos] = (in[17 + inpos] - in[17 + inpos - 1]) >>> (9 - 2) + | ((in[18 + inpos] - in[18 + inpos - 1]) << 2) + | ((in[19 + inpos] - in[19 + inpos - 1]) << 11) + | ((in[20 + inpos] - in[20 + inpos - 1]) << 20) + | ((in[21 + inpos] - in[21 + inpos - 1]) << 29); + out[6 + outpos] = (in[21 + inpos] - in[21 + inpos - 1]) >>> (9 - 6) + | ((in[22 + inpos] - in[22 + inpos - 1]) << 6) + | ((in[23 + inpos] - in[23 + inpos - 1]) << 15) + | ((in[24 + inpos] - in[24 + inpos - 1]) << 24); + out[7 + outpos] = (in[24 + inpos] - in[24 + inpos - 1]) >>> (9 - 1) + | ((in[25 + inpos] - in[25 + inpos - 1]) << 1) + | ((in[26 + inpos] - in[26 + inpos - 1]) << 10) + | ((in[27 + inpos] - in[27 + inpos - 1]) << 19) + | ((in[28 + inpos] - in[28 + inpos - 1]) << 28); + out[8 + outpos] = (in[28 + inpos] - in[28 + inpos - 1]) >>> (9 - 5) + | ((in[29 + inpos] - in[29 + inpos - 1]) << 5) + | ((in[30 + inpos] - in[30 + inpos - 1]) << 14) + | ((in[31 + inpos] - in[31 + inpos - 1]) << 23); } - protected static void integratedunpack2(final int initoffset, - final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 3)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 2) & 3)) - + out[1 + outpos - 1]; - out[2 + outpos] = (((in[0 + inpos] >>> 4) & 3)) + /** + * Unpack 32 integers along with prefix sum computation + * + * @param initoffset value to add to all outputted values + * @param in source array + * @param inpos initial position in source array + * @param out output array + * @param outpos initial position in output array + * @param bit number of bits to use per integer + */ + public static void integratedunpack(final int initoffset, + final int[] in, final int inpos, final int[] out, final int outpos, + final int bit) { + switch (bit) { + case 0: + integratedunpack0(initoffset, in, inpos, out, outpos); + break; + case 1: + integratedunpack1(initoffset, in, inpos, out, outpos); + break; + case 2: + integratedunpack2(initoffset, in, inpos, out, outpos); + break; + case 3: + integratedunpack3(initoffset, in, inpos, out, outpos); + break; + case 4: + integratedunpack4(initoffset, in, inpos, out, outpos); + break; + case 5: + integratedunpack5(initoffset, in, inpos, out, outpos); + break; + case 6: + integratedunpack6(initoffset, in, inpos, out, outpos); + break; + case 7: + integratedunpack7(initoffset, in, inpos, out, outpos); + break; + case 8: + integratedunpack8(initoffset, in, inpos, out, outpos); + break; + case 9: + integratedunpack9(initoffset, in, inpos, out, outpos); + break; + case 10: + integratedunpack10(initoffset, in, inpos, out, outpos); + break; + case 11: + integratedunpack11(initoffset, in, inpos, out, outpos); + break; + case 12: + integratedunpack12(initoffset, in, inpos, out, outpos); + break; + case 13: + integratedunpack13(initoffset, in, inpos, out, outpos); + break; + case 14: + integratedunpack14(initoffset, in, inpos, out, outpos); + break; + case 15: + integratedunpack15(initoffset, in, inpos, out, outpos); + break; + case 16: + integratedunpack16(initoffset, in, inpos, out, outpos); + break; + case 17: + integratedunpack17(initoffset, in, inpos, out, outpos); + break; + case 18: + integratedunpack18(initoffset, in, inpos, out, outpos); + break; + case 19: + integratedunpack19(initoffset, in, inpos, out, outpos); + break; + case 20: + integratedunpack20(initoffset, in, inpos, out, outpos); + break; + case 21: + integratedunpack21(initoffset, in, inpos, out, outpos); + break; + case 22: + integratedunpack22(initoffset, in, inpos, out, outpos); + break; + case 23: + integratedunpack23(initoffset, in, inpos, out, outpos); + break; + case 24: + integratedunpack24(initoffset, in, inpos, out, outpos); + break; + case 25: + integratedunpack25(initoffset, in, inpos, out, outpos); + break; + case 26: + integratedunpack26(initoffset, in, inpos, out, outpos); + break; + case 27: + integratedunpack27(initoffset, in, inpos, out, outpos); + break; + case 28: + integratedunpack28(initoffset, in, inpos, out, outpos); + break; + case 29: + integratedunpack29(initoffset, in, inpos, out, outpos); + break; + case 30: + integratedunpack30(initoffset, in, inpos, out, outpos); + break; + case 31: + integratedunpack31(initoffset, in, inpos, out, outpos); + break; + case 32: + integratedunpack32(initoffset, in, inpos, out, outpos); + break; + default: + throw new IllegalArgumentException( + "Unsupported bit width."); + } + } + + protected static void integratedunpack0(final int initoffset, + final int[] in, int inpos, final int[] out, int outpos) { + Arrays.fill(out, outpos, outpos + 32, initoffset); + } + + protected static void integratedunpack1(final int initoffset, + final int[] in, int inpos, final int[] out, int outpos) { + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 1)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 1) & 1)) + + out[1 + outpos - 1]; + out[2 + outpos] = (((in[0 + inpos] >>> 2) & 1)) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[0 + inpos] >>> 6) & 3)) + out[3 + outpos] = (((in[0 + inpos] >>> 3) & 1)) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[0 + inpos] >>> 8) & 3)) + out[4 + outpos] = (((in[0 + inpos] >>> 4) & 1)) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[0 + inpos] >>> 10) & 3)) + out[5 + outpos] = (((in[0 + inpos] >>> 5) & 1)) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[0 + inpos] >>> 12) & 3)) + out[6 + outpos] = (((in[0 + inpos] >>> 6) & 1)) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[0 + inpos] >>> 14) & 3)) + out[7 + outpos] = (((in[0 + inpos] >>> 7) & 1)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[0 + inpos] >>> 16) & 3)) + out[8 + outpos] = (((in[0 + inpos] >>> 8) & 1)) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[0 + inpos] >>> 18) & 3)) + out[9 + outpos] = (((in[0 + inpos] >>> 9) & 1)) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[0 + inpos] >>> 20) & 3)) + out[10 + outpos] = (((in[0 + inpos] >>> 10) & 1)) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[0 + inpos] >>> 22) & 3)) + out[11 + outpos] = (((in[0 + inpos] >>> 11) & 1)) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[0 + inpos] >>> 24) & 3)) + out[12 + outpos] = (((in[0 + inpos] >>> 12) & 1)) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[0 + inpos] >>> 26) & 3)) + out[13 + outpos] = (((in[0 + inpos] >>> 13) & 1)) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[0 + inpos] >>> 28) & 3)) + out[14 + outpos] = (((in[0 + inpos] >>> 14) & 1)) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[0 + inpos] >>> 30)) + out[15 + outpos] = (((in[0 + inpos] >>> 15) & 1)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[1 + inpos] >>> 0) & 3)) + out[16 + outpos] = (((in[0 + inpos] >>> 16) & 1)) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[1 + inpos] >>> 2) & 3)) + out[17 + outpos] = (((in[0 + inpos] >>> 17) & 1)) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[1 + inpos] >>> 4) & 3)) + out[18 + outpos] = (((in[0 + inpos] >>> 18) & 1)) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[1 + inpos] >>> 6) & 3)) + out[19 + outpos] = (((in[0 + inpos] >>> 19) & 1)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[1 + inpos] >>> 8) & 3)) + out[20 + outpos] = (((in[0 + inpos] >>> 20) & 1)) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[1 + inpos] >>> 10) & 3)) + out[21 + outpos] = (((in[0 + inpos] >>> 21) & 1)) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[1 + inpos] >>> 12) & 3)) + out[22 + outpos] = (((in[0 + inpos] >>> 22) & 1)) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[1 + inpos] >>> 14) & 3)) + out[23 + outpos] = (((in[0 + inpos] >>> 23) & 1)) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[1 + inpos] >>> 16) & 3)) + out[24 + outpos] = (((in[0 + inpos] >>> 24) & 1)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[1 + inpos] >>> 18) & 3)) + out[25 + outpos] = (((in[0 + inpos] >>> 25) & 1)) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[1 + inpos] >>> 20) & 3)) + out[26 + outpos] = (((in[0 + inpos] >>> 26) & 1)) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[1 + inpos] >>> 22) & 3)) + out[27 + outpos] = (((in[0 + inpos] >>> 27) & 1)) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[1 + inpos] >>> 24) & 3)) + out[28 + outpos] = (((in[0 + inpos] >>> 28) & 1)) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[1 + inpos] >>> 26) & 3)) + out[29 + outpos] = (((in[0 + inpos] >>> 29) & 1)) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[1 + inpos] >>> 28) & 3)) + out[30 + outpos] = (((in[0 + inpos] >>> 30) & 1)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[1 + inpos] >>> 30)) + out[31 + outpos] = ((in[0 + inpos] >>> 31)) + out[31 + outpos - 1]; } - protected static void integratedunpack3(final int initoffset, + protected static void integratedunpack10(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 7)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 3) & 7)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 1023)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 10) & 1023)) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[0 + inpos] >>> 6) & 7)) + out[2 + outpos] = (((in[0 + inpos] >>> 20) & 1023)) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[0 + inpos] >>> 9) & 7)) + out[3 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 255) << (10 - 8))) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[0 + inpos] >>> 12) & 7)) + out[4 + outpos] = (((in[1 + inpos] >>> 8) & 1023)) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[0 + inpos] >>> 15) & 7)) + out[5 + outpos] = (((in[1 + inpos] >>> 18) & 1023)) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[0 + inpos] >>> 18) & 7)) + out[6 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 63) << (10 - 6))) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[0 + inpos] >>> 21) & 7)) + out[7 + outpos] = (((in[2 + inpos] >>> 6) & 1023)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[0 + inpos] >>> 24) & 7)) + out[8 + outpos] = (((in[2 + inpos] >>> 16) & 1023)) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[0 + inpos] >>> 27) & 7)) + out[9 + outpos] = ((in[2 + inpos] >>> 26) | ((in[3 + inpos] & 15) << (10 - 4))) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 1) << (3 - 1))) + out[10 + outpos] = (((in[3 + inpos] >>> 4) & 1023)) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[1 + inpos] >>> 1) & 7)) + out[11 + outpos] = (((in[3 + inpos] >>> 14) & 1023)) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[1 + inpos] >>> 4) & 7)) + out[12 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 3) << (10 - 2))) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[1 + inpos] >>> 7) & 7)) + out[13 + outpos] = (((in[4 + inpos] >>> 2) & 1023)) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[1 + inpos] >>> 10) & 7)) + out[14 + outpos] = (((in[4 + inpos] >>> 12) & 1023)) + out[14 + outpos - 1]; - out[15 + outpos] = (((in[1 + inpos] >>> 13) & 7)) + out[15 + outpos] = ((in[4 + inpos] >>> 22)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[1 + inpos] >>> 16) & 7)) + out[16 + outpos] = (((in[5 + inpos] >>> 0) & 1023)) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[1 + inpos] >>> 19) & 7)) + out[17 + outpos] = (((in[5 + inpos] >>> 10) & 1023)) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[1 + inpos] >>> 22) & 7)) + out[18 + outpos] = (((in[5 + inpos] >>> 20) & 1023)) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[1 + inpos] >>> 25) & 7)) + out[19 + outpos] = ((in[5 + inpos] >>> 30) | ((in[6 + inpos] & 255) << (10 - 8))) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[1 + inpos] >>> 28) & 7)) + out[20 + outpos] = (((in[6 + inpos] >>> 8) & 1023)) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[1 + inpos] >>> 31) | ((in[2 + inpos] & 3) << (3 - 2))) + out[21 + outpos] = (((in[6 + inpos] >>> 18) & 1023)) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[2 + inpos] >>> 2) & 7)) + out[22 + outpos] = ((in[6 + inpos] >>> 28) | ((in[7 + inpos] & 63) << (10 - 6))) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[2 + inpos] >>> 5) & 7)) + out[23 + outpos] = (((in[7 + inpos] >>> 6) & 1023)) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[2 + inpos] >>> 8) & 7)) + out[24 + outpos] = (((in[7 + inpos] >>> 16) & 1023)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[2 + inpos] >>> 11) & 7)) + out[25 + outpos] = ((in[7 + inpos] >>> 26) | ((in[8 + inpos] & 15) << (10 - 4))) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[2 + inpos] >>> 14) & 7)) + out[26 + outpos] = (((in[8 + inpos] >>> 4) & 1023)) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[2 + inpos] >>> 17) & 7)) + out[27 + outpos] = (((in[8 + inpos] >>> 14) & 1023)) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[2 + inpos] >>> 20) & 7)) + out[28 + outpos] = ((in[8 + inpos] >>> 24) | ((in[9 + inpos] & 3) << (10 - 2))) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[2 + inpos] >>> 23) & 7)) + out[29 + outpos] = (((in[9 + inpos] >>> 2) & 1023)) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[2 + inpos] >>> 26) & 7)) + out[30 + outpos] = (((in[9 + inpos] >>> 12) & 1023)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[2 + inpos] >>> 29)) + out[31 + outpos] = ((in[9 + inpos] >>> 22)) + out[31 + outpos - 1]; } - protected static void integratedunpack4(final int initoffset, + protected static void integratedunpack11(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 15)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 4) & 15)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 2047)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 11) & 2047)) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[0 + inpos] >>> 8) & 15)) + out[2 + outpos] = ((in[0 + inpos] >>> 22) | ((in[1 + inpos] & 1) << (11 - 1))) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[0 + inpos] >>> 12) & 15)) + out[3 + outpos] = (((in[1 + inpos] >>> 1) & 2047)) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[0 + inpos] >>> 16) & 15)) + out[4 + outpos] = (((in[1 + inpos] >>> 12) & 2047)) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[0 + inpos] >>> 20) & 15)) + out[5 + outpos] = ((in[1 + inpos] >>> 23) | ((in[2 + inpos] & 3) << (11 - 2))) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[0 + inpos] >>> 24) & 15)) + out[6 + outpos] = (((in[2 + inpos] >>> 2) & 2047)) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[0 + inpos] >>> 28)) + out[7 + outpos] = (((in[2 + inpos] >>> 13) & 2047)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[1 + inpos] >>> 0) & 15)) + out[8 + outpos] = ((in[2 + inpos] >>> 24) | ((in[3 + inpos] & 7) << (11 - 3))) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[1 + inpos] >>> 4) & 15)) + out[9 + outpos] = (((in[3 + inpos] >>> 3) & 2047)) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[1 + inpos] >>> 8) & 15)) + out[10 + outpos] = (((in[3 + inpos] >>> 14) & 2047)) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[1 + inpos] >>> 12) & 15)) + out[11 + outpos] = ((in[3 + inpos] >>> 25) | ((in[4 + inpos] & 15) << (11 - 4))) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[1 + inpos] >>> 16) & 15)) + out[12 + outpos] = (((in[4 + inpos] >>> 4) & 2047)) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[1 + inpos] >>> 20) & 15)) + out[13 + outpos] = (((in[4 + inpos] >>> 15) & 2047)) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[1 + inpos] >>> 24) & 15)) + out[14 + outpos] = ((in[4 + inpos] >>> 26) | ((in[5 + inpos] & 31) << (11 - 5))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[1 + inpos] >>> 28)) + out[15 + outpos] = (((in[5 + inpos] >>> 5) & 2047)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[2 + inpos] >>> 0) & 15)) + out[16 + outpos] = (((in[5 + inpos] >>> 16) & 2047)) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[2 + inpos] >>> 4) & 15)) + out[17 + outpos] = ((in[5 + inpos] >>> 27) | ((in[6 + inpos] & 63) << (11 - 6))) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[2 + inpos] >>> 8) & 15)) + out[18 + outpos] = (((in[6 + inpos] >>> 6) & 2047)) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[2 + inpos] >>> 12) & 15)) + out[19 + outpos] = (((in[6 + inpos] >>> 17) & 2047)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[2 + inpos] >>> 16) & 15)) + out[20 + outpos] = ((in[6 + inpos] >>> 28) | ((in[7 + inpos] & 127) << (11 - 7))) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[2 + inpos] >>> 20) & 15)) + out[21 + outpos] = (((in[7 + inpos] >>> 7) & 2047)) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[2 + inpos] >>> 24) & 15)) + out[22 + outpos] = (((in[7 + inpos] >>> 18) & 2047)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[2 + inpos] >>> 28)) + out[23 + outpos] = ((in[7 + inpos] >>> 29) | ((in[8 + inpos] & 255) << (11 - 8))) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[3 + inpos] >>> 0) & 15)) + out[24 + outpos] = (((in[8 + inpos] >>> 8) & 2047)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[3 + inpos] >>> 4) & 15)) + out[25 + outpos] = (((in[8 + inpos] >>> 19) & 2047)) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[3 + inpos] >>> 8) & 15)) + out[26 + outpos] = ((in[8 + inpos] >>> 30) | ((in[9 + inpos] & 511) << (11 - 9))) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[3 + inpos] >>> 12) & 15)) + out[27 + outpos] = (((in[9 + inpos] >>> 9) & 2047)) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[3 + inpos] >>> 16) & 15)) + out[28 + outpos] = (((in[9 + inpos] >>> 20) & 2047)) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[3 + inpos] >>> 20) & 15)) + out[29 + outpos] = ((in[9 + inpos] >>> 31) | ((in[10 + inpos] & 1023) << (11 - 10))) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[3 + inpos] >>> 24) & 15)) + out[30 + outpos] = (((in[10 + inpos] >>> 10) & 2047)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[3 + inpos] >>> 28)) + out[31 + outpos] = ((in[10 + inpos] >>> 21)) + out[31 + outpos - 1]; } - protected static void integratedunpack5(final int initoffset, + protected static void integratedunpack12(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 31)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 5) & 31)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 4095)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 12) & 4095)) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[0 + inpos] >>> 10) & 31)) + out[2 + outpos] = ((in[0 + inpos] >>> 24) | ((in[1 + inpos] & 15) << (12 - 4))) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[0 + inpos] >>> 15) & 31)) + out[3 + outpos] = (((in[1 + inpos] >>> 4) & 4095)) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[0 + inpos] >>> 20) & 31)) + out[4 + outpos] = (((in[1 + inpos] >>> 16) & 4095)) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[0 + inpos] >>> 25) & 31)) + out[5 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 255) << (12 - 8))) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 7) << (5 - 3))) + out[6 + outpos] = (((in[2 + inpos] >>> 8) & 4095)) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[1 + inpos] >>> 3) & 31)) + out[7 + outpos] = ((in[2 + inpos] >>> 20)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[1 + inpos] >>> 8) & 31)) + out[8 + outpos] = (((in[3 + inpos] >>> 0) & 4095)) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[1 + inpos] >>> 13) & 31)) + out[9 + outpos] = (((in[3 + inpos] >>> 12) & 4095)) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[1 + inpos] >>> 18) & 31)) + out[10 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 15) << (12 - 4))) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[1 + inpos] >>> 23) & 31)) + out[11 + outpos] = (((in[4 + inpos] >>> 4) & 4095)) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 1) << (5 - 1))) + out[12 + outpos] = (((in[4 + inpos] >>> 16) & 4095)) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[2 + inpos] >>> 1) & 31)) + out[13 + outpos] = ((in[4 + inpos] >>> 28) | ((in[5 + inpos] & 255) << (12 - 8))) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[2 + inpos] >>> 6) & 31)) + out[14 + outpos] = (((in[5 + inpos] >>> 8) & 4095)) + out[14 + outpos - 1]; - out[15 + outpos] = (((in[2 + inpos] >>> 11) & 31)) + out[15 + outpos] = ((in[5 + inpos] >>> 20)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[2 + inpos] >>> 16) & 31)) + out[16 + outpos] = (((in[6 + inpos] >>> 0) & 4095)) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[2 + inpos] >>> 21) & 31)) + out[17 + outpos] = (((in[6 + inpos] >>> 12) & 4095)) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[2 + inpos] >>> 26) & 31)) + out[18 + outpos] = ((in[6 + inpos] >>> 24) | ((in[7 + inpos] & 15) << (12 - 4))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[2 + inpos] >>> 31) | ((in[3 + inpos] & 15) << (5 - 4))) + out[19 + outpos] = (((in[7 + inpos] >>> 4) & 4095)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[3 + inpos] >>> 4) & 31)) + out[20 + outpos] = (((in[7 + inpos] >>> 16) & 4095)) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[3 + inpos] >>> 9) & 31)) + out[21 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 255) << (12 - 8))) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[3 + inpos] >>> 14) & 31)) + out[22 + outpos] = (((in[8 + inpos] >>> 8) & 4095)) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[3 + inpos] >>> 19) & 31)) + out[23 + outpos] = ((in[8 + inpos] >>> 20)) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[3 + inpos] >>> 24) & 31)) + out[24 + outpos] = (((in[9 + inpos] >>> 0) & 4095)) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[3 + inpos] >>> 29) | ((in[4 + inpos] & 3) << (5 - 2))) + out[25 + outpos] = (((in[9 + inpos] >>> 12) & 4095)) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[4 + inpos] >>> 2) & 31)) + out[26 + outpos] = ((in[9 + inpos] >>> 24) | ((in[10 + inpos] & 15) << (12 - 4))) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[4 + inpos] >>> 7) & 31)) + out[27 + outpos] = (((in[10 + inpos] >>> 4) & 4095)) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[4 + inpos] >>> 12) & 31)) + out[28 + outpos] = (((in[10 + inpos] >>> 16) & 4095)) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[4 + inpos] >>> 17) & 31)) + out[29 + outpos] = ((in[10 + inpos] >>> 28) | ((in[11 + inpos] & 255) << (12 - 8))) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[4 + inpos] >>> 22) & 31)) + out[30 + outpos] = (((in[11 + inpos] >>> 8) & 4095)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[4 + inpos] >>> 27)) + out[31 + outpos] = ((in[11 + inpos] >>> 20)) + out[31 + outpos - 1]; } - protected static void integratedunpack6(final int initoffset, + protected static void integratedunpack13(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 63)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 6) & 63)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 8191)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 13) & 8191)) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[0 + inpos] >>> 12) & 63)) + out[2 + outpos] = ((in[0 + inpos] >>> 26) | ((in[1 + inpos] & 127) << (13 - 7))) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[0 + inpos] >>> 18) & 63)) + out[3 + outpos] = (((in[1 + inpos] >>> 7) & 8191)) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[0 + inpos] >>> 24) & 63)) + out[4 + outpos] = ((in[1 + inpos] >>> 20) | ((in[2 + inpos] & 1) << (13 - 1))) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 15) << (6 - 4))) + out[5 + outpos] = (((in[2 + inpos] >>> 1) & 8191)) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[1 + inpos] >>> 4) & 63)) + out[6 + outpos] = (((in[2 + inpos] >>> 14) & 8191)) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[1 + inpos] >>> 10) & 63)) + out[7 + outpos] = ((in[2 + inpos] >>> 27) | ((in[3 + inpos] & 255) << (13 - 8))) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[1 + inpos] >>> 16) & 63)) + out[8 + outpos] = (((in[3 + inpos] >>> 8) & 8191)) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[1 + inpos] >>> 22) & 63)) + out[9 + outpos] = ((in[3 + inpos] >>> 21) | ((in[4 + inpos] & 3) << (13 - 2))) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 3) << (6 - 2))) + out[10 + outpos] = (((in[4 + inpos] >>> 2) & 8191)) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[2 + inpos] >>> 2) & 63)) + out[11 + outpos] = (((in[4 + inpos] >>> 15) & 8191)) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[2 + inpos] >>> 8) & 63)) + out[12 + outpos] = ((in[4 + inpos] >>> 28) | ((in[5 + inpos] & 511) << (13 - 9))) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[2 + inpos] >>> 14) & 63)) + out[13 + outpos] = (((in[5 + inpos] >>> 9) & 8191)) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[2 + inpos] >>> 20) & 63)) + out[14 + outpos] = ((in[5 + inpos] >>> 22) | ((in[6 + inpos] & 7) << (13 - 3))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[2 + inpos] >>> 26)) + out[15 + outpos] = (((in[6 + inpos] >>> 3) & 8191)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[3 + inpos] >>> 0) & 63)) + out[16 + outpos] = (((in[6 + inpos] >>> 16) & 8191)) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[3 + inpos] >>> 6) & 63)) + out[17 + outpos] = ((in[6 + inpos] >>> 29) | ((in[7 + inpos] & 1023) << (13 - 10))) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[3 + inpos] >>> 12) & 63)) + out[18 + outpos] = (((in[7 + inpos] >>> 10) & 8191)) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[3 + inpos] >>> 18) & 63)) + out[19 + outpos] = ((in[7 + inpos] >>> 23) | ((in[8 + inpos] & 15) << (13 - 4))) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[3 + inpos] >>> 24) & 63)) + out[20 + outpos] = (((in[8 + inpos] >>> 4) & 8191)) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 15) << (6 - 4))) + out[21 + outpos] = (((in[8 + inpos] >>> 17) & 8191)) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[4 + inpos] >>> 4) & 63)) + out[22 + outpos] = ((in[8 + inpos] >>> 30) | ((in[9 + inpos] & 2047) << (13 - 11))) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[4 + inpos] >>> 10) & 63)) + out[23 + outpos] = (((in[9 + inpos] >>> 11) & 8191)) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[4 + inpos] >>> 16) & 63)) + out[24 + outpos] = ((in[9 + inpos] >>> 24) | ((in[10 + inpos] & 31) << (13 - 5))) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[4 + inpos] >>> 22) & 63)) + out[25 + outpos] = (((in[10 + inpos] >>> 5) & 8191)) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[4 + inpos] >>> 28) | ((in[5 + inpos] & 3) << (6 - 2))) + out[26 + outpos] = (((in[10 + inpos] >>> 18) & 8191)) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[5 + inpos] >>> 2) & 63)) + out[27 + outpos] = ((in[10 + inpos] >>> 31) | ((in[11 + inpos] & 4095) << (13 - 12))) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[5 + inpos] >>> 8) & 63)) + out[28 + outpos] = (((in[11 + inpos] >>> 12) & 8191)) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[5 + inpos] >>> 14) & 63)) + out[29 + outpos] = ((in[11 + inpos] >>> 25) | ((in[12 + inpos] & 63) << (13 - 6))) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[5 + inpos] >>> 20) & 63)) + out[30 + outpos] = (((in[12 + inpos] >>> 6) & 8191)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[5 + inpos] >>> 26)) + out[31 + outpos] = ((in[12 + inpos] >>> 19)) + out[31 + outpos - 1]; } - protected static void integratedunpack7(final int initoffset, + protected static void integratedunpack14(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 127)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 7) & 127)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 16383)) + + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 14) & 16383)) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[0 + inpos] >>> 14) & 127)) + out[2 + outpos] = ((in[0 + inpos] >>> 28) | ((in[1 + inpos] & 1023) << (14 - 10))) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[0 + inpos] >>> 21) & 127)) + out[3 + outpos] = (((in[1 + inpos] >>> 10) & 16383)) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[0 + inpos] >>> 28) | ((in[1 + inpos] & 7) << (7 - 3))) + out[4 + outpos] = ((in[1 + inpos] >>> 24) | ((in[2 + inpos] & 63) << (14 - 6))) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[1 + inpos] >>> 3) & 127)) + out[5 + outpos] = (((in[2 + inpos] >>> 6) & 16383)) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[1 + inpos] >>> 10) & 127)) + out[6 + outpos] = ((in[2 + inpos] >>> 20) | ((in[3 + inpos] & 3) << (14 - 2))) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[1 + inpos] >>> 17) & 127)) + out[7 + outpos] = (((in[3 + inpos] >>> 2) & 16383)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[1 + inpos] >>> 24) & 127)) + out[8 + outpos] = (((in[3 + inpos] >>> 16) & 16383)) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[1 + inpos] >>> 31) | ((in[2 + inpos] & 63) << (7 - 6))) + out[9 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 4095) << (14 - 12))) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[2 + inpos] >>> 6) & 127)) + out[10 + outpos] = (((in[4 + inpos] >>> 12) & 16383)) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[2 + inpos] >>> 13) & 127)) + out[11 + outpos] = ((in[4 + inpos] >>> 26) | ((in[5 + inpos] & 255) << (14 - 8))) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[2 + inpos] >>> 20) & 127)) + out[12 + outpos] = (((in[5 + inpos] >>> 8) & 16383)) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[2 + inpos] >>> 27) | ((in[3 + inpos] & 3) << (7 - 2))) + out[13 + outpos] = ((in[5 + inpos] >>> 22) | ((in[6 + inpos] & 15) << (14 - 4))) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[3 + inpos] >>> 2) & 127)) + out[14 + outpos] = (((in[6 + inpos] >>> 4) & 16383)) + out[14 + outpos - 1]; - out[15 + outpos] = (((in[3 + inpos] >>> 9) & 127)) + out[15 + outpos] = ((in[6 + inpos] >>> 18)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[3 + inpos] >>> 16) & 127)) + out[16 + outpos] = (((in[7 + inpos] >>> 0) & 16383)) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[3 + inpos] >>> 23) & 127)) + out[17 + outpos] = (((in[7 + inpos] >>> 14) & 16383)) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 31) << (7 - 5))) + out[18 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 1023) << (14 - 10))) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[4 + inpos] >>> 5) & 127)) + out[19 + outpos] = (((in[8 + inpos] >>> 10) & 16383)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[4 + inpos] >>> 12) & 127)) + out[20 + outpos] = ((in[8 + inpos] >>> 24) | ((in[9 + inpos] & 63) << (14 - 6))) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[4 + inpos] >>> 19) & 127)) + out[21 + outpos] = (((in[9 + inpos] >>> 6) & 16383)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[4 + inpos] >>> 26) | ((in[5 + inpos] & 1) << (7 - 1))) + out[22 + outpos] = ((in[9 + inpos] >>> 20) | ((in[10 + inpos] & 3) << (14 - 2))) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[5 + inpos] >>> 1) & 127)) + out[23 + outpos] = (((in[10 + inpos] >>> 2) & 16383)) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[5 + inpos] >>> 8) & 127)) + out[24 + outpos] = (((in[10 + inpos] >>> 16) & 16383)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[5 + inpos] >>> 15) & 127)) + out[25 + outpos] = ((in[10 + inpos] >>> 30) | ((in[11 + inpos] & 4095) << (14 - 12))) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[5 + inpos] >>> 22) & 127)) + out[26 + outpos] = (((in[11 + inpos] >>> 12) & 16383)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[5 + inpos] >>> 29) | ((in[6 + inpos] & 15) << (7 - 4))) + out[27 + outpos] = ((in[11 + inpos] >>> 26) | ((in[12 + inpos] & 255) << (14 - 8))) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[6 + inpos] >>> 4) & 127)) + out[28 + outpos] = (((in[12 + inpos] >>> 8) & 16383)) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[6 + inpos] >>> 11) & 127)) + out[29 + outpos] = ((in[12 + inpos] >>> 22) | ((in[13 + inpos] & 15) << (14 - 4))) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[6 + inpos] >>> 18) & 127)) + out[30 + outpos] = (((in[13 + inpos] >>> 4) & 16383)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[6 + inpos] >>> 25)) + out[31 + outpos] = ((in[13 + inpos] >>> 18)) + out[31 + outpos - 1]; } - protected static void integratedunpack8(final int initoffset, + protected static void integratedunpack15(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 255)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 8) & 255)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 32767)) + + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 15) & 32767)) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[0 + inpos] >>> 16) & 255)) + out[2 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 8191) << (15 - 13))) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[0 + inpos] >>> 24)) + out[3 + outpos] = (((in[1 + inpos] >>> 13) & 32767)) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[1 + inpos] >>> 0) & 255)) + out[4 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 2047) << (15 - 11))) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[1 + inpos] >>> 8) & 255)) + out[5 + outpos] = (((in[2 + inpos] >>> 11) & 32767)) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[1 + inpos] >>> 16) & 255)) + out[6 + outpos] = ((in[2 + inpos] >>> 26) | ((in[3 + inpos] & 511) << (15 - 9))) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[1 + inpos] >>> 24)) + out[7 + outpos] = (((in[3 + inpos] >>> 9) & 32767)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[2 + inpos] >>> 0) & 255)) + out[8 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 127) << (15 - 7))) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[2 + inpos] >>> 8) & 255)) + out[9 + outpos] = (((in[4 + inpos] >>> 7) & 32767)) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[2 + inpos] >>> 16) & 255)) + out[10 + outpos] = ((in[4 + inpos] >>> 22) | ((in[5 + inpos] & 31) << (15 - 5))) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[2 + inpos] >>> 24)) + out[11 + outpos] = (((in[5 + inpos] >>> 5) & 32767)) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[3 + inpos] >>> 0) & 255)) + out[12 + outpos] = ((in[5 + inpos] >>> 20) | ((in[6 + inpos] & 7) << (15 - 3))) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[3 + inpos] >>> 8) & 255)) + out[13 + outpos] = (((in[6 + inpos] >>> 3) & 32767)) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[3 + inpos] >>> 16) & 255)) + out[14 + outpos] = ((in[6 + inpos] >>> 18) | ((in[7 + inpos] & 1) << (15 - 1))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[3 + inpos] >>> 24)) + out[15 + outpos] = (((in[7 + inpos] >>> 1) & 32767)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[4 + inpos] >>> 0) & 255)) + out[16 + outpos] = (((in[7 + inpos] >>> 16) & 32767)) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[4 + inpos] >>> 8) & 255)) + out[17 + outpos] = ((in[7 + inpos] >>> 31) | ((in[8 + inpos] & 16383) << (15 - 14))) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[4 + inpos] >>> 16) & 255)) + out[18 + outpos] = (((in[8 + inpos] >>> 14) & 32767)) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[4 + inpos] >>> 24)) + out[19 + outpos] = ((in[8 + inpos] >>> 29) | ((in[9 + inpos] & 4095) << (15 - 12))) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[5 + inpos] >>> 0) & 255)) + out[20 + outpos] = (((in[9 + inpos] >>> 12) & 32767)) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[5 + inpos] >>> 8) & 255)) + out[21 + outpos] = ((in[9 + inpos] >>> 27) | ((in[10 + inpos] & 1023) << (15 - 10))) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[5 + inpos] >>> 16) & 255)) + out[22 + outpos] = (((in[10 + inpos] >>> 10) & 32767)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[5 + inpos] >>> 24)) + out[23 + outpos] = ((in[10 + inpos] >>> 25) | ((in[11 + inpos] & 255) << (15 - 8))) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[6 + inpos] >>> 0) & 255)) + out[24 + outpos] = (((in[11 + inpos] >>> 8) & 32767)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[6 + inpos] >>> 8) & 255)) + out[25 + outpos] = ((in[11 + inpos] >>> 23) | ((in[12 + inpos] & 63) << (15 - 6))) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[6 + inpos] >>> 16) & 255)) + out[26 + outpos] = (((in[12 + inpos] >>> 6) & 32767)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[6 + inpos] >>> 24)) + out[27 + outpos] = ((in[12 + inpos] >>> 21) | ((in[13 + inpos] & 15) << (15 - 4))) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[7 + inpos] >>> 0) & 255)) + out[28 + outpos] = (((in[13 + inpos] >>> 4) & 32767)) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[7 + inpos] >>> 8) & 255)) + out[29 + outpos] = ((in[13 + inpos] >>> 19) | ((in[14 + inpos] & 3) << (15 - 2))) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[7 + inpos] >>> 16) & 255)) + out[30 + outpos] = (((in[14 + inpos] >>> 2) & 32767)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[7 + inpos] >>> 24)) + out[31 + outpos] = ((in[14 + inpos] >>> 17)) + out[31 + outpos - 1]; } - protected static void integratedunpack9(final int initoffset, + protected static void integratedunpack16(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 511)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 9) & 511)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 65535)) + + initoffset; + out[1 + outpos] = ((in[0 + inpos] >>> 16)) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[0 + inpos] >>> 18) & 511)) + out[2 + outpos] = (((in[1 + inpos] >>> 0) & 65535)) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[0 + inpos] >>> 27) | ((in[1 + inpos] & 15) << (9 - 4))) + out[3 + outpos] = ((in[1 + inpos] >>> 16)) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[1 + inpos] >>> 4) & 511)) + out[4 + outpos] = (((in[2 + inpos] >>> 0) & 65535)) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[1 + inpos] >>> 13) & 511)) + out[5 + outpos] = ((in[2 + inpos] >>> 16)) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[1 + inpos] >>> 22) & 511)) + out[6 + outpos] = (((in[3 + inpos] >>> 0) & 65535)) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[1 + inpos] >>> 31) | ((in[2 + inpos] & 255) << (9 - 8))) + out[7 + outpos] = ((in[3 + inpos] >>> 16)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[2 + inpos] >>> 8) & 511)) + out[8 + outpos] = (((in[4 + inpos] >>> 0) & 65535)) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[2 + inpos] >>> 17) & 511)) + out[9 + outpos] = ((in[4 + inpos] >>> 16)) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[2 + inpos] >>> 26) | ((in[3 + inpos] & 7) << (9 - 3))) + out[10 + outpos] = (((in[5 + inpos] >>> 0) & 65535)) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[3 + inpos] >>> 3) & 511)) + out[11 + outpos] = ((in[5 + inpos] >>> 16)) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[3 + inpos] >>> 12) & 511)) + out[12 + outpos] = (((in[6 + inpos] >>> 0) & 65535)) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[3 + inpos] >>> 21) & 511)) + out[13 + outpos] = ((in[6 + inpos] >>> 16)) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 127) << (9 - 7))) + out[14 + outpos] = (((in[7 + inpos] >>> 0) & 65535)) + out[14 + outpos - 1]; - out[15 + outpos] = (((in[4 + inpos] >>> 7) & 511)) + out[15 + outpos] = ((in[7 + inpos] >>> 16)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[4 + inpos] >>> 16) & 511)) + out[16 + outpos] = (((in[8 + inpos] >>> 0) & 65535)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[4 + inpos] >>> 25) | ((in[5 + inpos] & 3) << (9 - 2))) + out[17 + outpos] = ((in[8 + inpos] >>> 16)) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[5 + inpos] >>> 2) & 511)) + out[18 + outpos] = (((in[9 + inpos] >>> 0) & 65535)) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[5 + inpos] >>> 11) & 511)) + out[19 + outpos] = ((in[9 + inpos] >>> 16)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[5 + inpos] >>> 20) & 511)) + out[20 + outpos] = (((in[10 + inpos] >>> 0) & 65535)) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[5 + inpos] >>> 29) | ((in[6 + inpos] & 63) << (9 - 6))) + out[21 + outpos] = ((in[10 + inpos] >>> 16)) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[6 + inpos] >>> 6) & 511)) + out[22 + outpos] = (((in[11 + inpos] >>> 0) & 65535)) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[6 + inpos] >>> 15) & 511)) + out[23 + outpos] = ((in[11 + inpos] >>> 16)) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[6 + inpos] >>> 24) | ((in[7 + inpos] & 1) << (9 - 1))) + out[24 + outpos] = (((in[12 + inpos] >>> 0) & 65535)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[7 + inpos] >>> 1) & 511)) + out[25 + outpos] = ((in[12 + inpos] >>> 16)) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[7 + inpos] >>> 10) & 511)) + out[26 + outpos] = (((in[13 + inpos] >>> 0) & 65535)) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[7 + inpos] >>> 19) & 511)) + out[27 + outpos] = ((in[13 + inpos] >>> 16)) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 31) << (9 - 5))) + out[28 + outpos] = (((in[14 + inpos] >>> 0) & 65535)) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[8 + inpos] >>> 5) & 511)) + out[29 + outpos] = ((in[14 + inpos] >>> 16)) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[8 + inpos] >>> 14) & 511)) + out[30 + outpos] = (((in[15 + inpos] >>> 0) & 65535)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[8 + inpos] >>> 23)) + out[31 + outpos] = ((in[15 + inpos] >>> 16)) + out[31 + outpos - 1]; } - protected static void integratedunpack10(final int initoffset, + protected static void integratedunpack17(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 1023)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 10) & 1023)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 131071)) + + initoffset; + out[1 + outpos] = ((in[0 + inpos] >>> 17) | ((in[1 + inpos] & 3) << (17 - 2))) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[0 + inpos] >>> 20) & 1023)) + out[2 + outpos] = (((in[1 + inpos] >>> 2) & 131071)) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 255) << (10 - 8))) + out[3 + outpos] = ((in[1 + inpos] >>> 19) | ((in[2 + inpos] & 15) << (17 - 4))) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[1 + inpos] >>> 8) & 1023)) + out[4 + outpos] = (((in[2 + inpos] >>> 4) & 131071)) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[1 + inpos] >>> 18) & 1023)) + out[5 + outpos] = ((in[2 + inpos] >>> 21) | ((in[3 + inpos] & 63) << (17 - 6))) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 63) << (10 - 6))) + out[6 + outpos] = (((in[3 + inpos] >>> 6) & 131071)) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[2 + inpos] >>> 6) & 1023)) + out[7 + outpos] = ((in[3 + inpos] >>> 23) | ((in[4 + inpos] & 255) << (17 - 8))) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[2 + inpos] >>> 16) & 1023)) + out[8 + outpos] = (((in[4 + inpos] >>> 8) & 131071)) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[2 + inpos] >>> 26) | ((in[3 + inpos] & 15) << (10 - 4))) + out[9 + outpos] = ((in[4 + inpos] >>> 25) | ((in[5 + inpos] & 1023) << (17 - 10))) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[3 + inpos] >>> 4) & 1023)) + out[10 + outpos] = (((in[5 + inpos] >>> 10) & 131071)) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[3 + inpos] >>> 14) & 1023)) + out[11 + outpos] = ((in[5 + inpos] >>> 27) | ((in[6 + inpos] & 4095) << (17 - 12))) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 3) << (10 - 2))) + out[12 + outpos] = (((in[6 + inpos] >>> 12) & 131071)) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[4 + inpos] >>> 2) & 1023)) + out[13 + outpos] = ((in[6 + inpos] >>> 29) | ((in[7 + inpos] & 16383) << (17 - 14))) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[4 + inpos] >>> 12) & 1023)) + out[14 + outpos] = (((in[7 + inpos] >>> 14) & 131071)) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[4 + inpos] >>> 22)) + out[15 + outpos] = ((in[7 + inpos] >>> 31) | ((in[8 + inpos] & 65535) << (17 - 16))) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[5 + inpos] >>> 0) & 1023)) + out[16 + outpos] = ((in[8 + inpos] >>> 16) | ((in[9 + inpos] & 1) << (17 - 1))) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[5 + inpos] >>> 10) & 1023)) + out[17 + outpos] = (((in[9 + inpos] >>> 1) & 131071)) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[5 + inpos] >>> 20) & 1023)) + out[18 + outpos] = ((in[9 + inpos] >>> 18) | ((in[10 + inpos] & 7) << (17 - 3))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[5 + inpos] >>> 30) | ((in[6 + inpos] & 255) << (10 - 8))) + out[19 + outpos] = (((in[10 + inpos] >>> 3) & 131071)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[6 + inpos] >>> 8) & 1023)) + out[20 + outpos] = ((in[10 + inpos] >>> 20) | ((in[11 + inpos] & 31) << (17 - 5))) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[6 + inpos] >>> 18) & 1023)) + out[21 + outpos] = (((in[11 + inpos] >>> 5) & 131071)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[6 + inpos] >>> 28) | ((in[7 + inpos] & 63) << (10 - 6))) + out[22 + outpos] = ((in[11 + inpos] >>> 22) | ((in[12 + inpos] & 127) << (17 - 7))) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[7 + inpos] >>> 6) & 1023)) + out[23 + outpos] = (((in[12 + inpos] >>> 7) & 131071)) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[7 + inpos] >>> 16) & 1023)) + out[24 + outpos] = ((in[12 + inpos] >>> 24) | ((in[13 + inpos] & 511) << (17 - 9))) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[7 + inpos] >>> 26) | ((in[8 + inpos] & 15) << (10 - 4))) + out[25 + outpos] = (((in[13 + inpos] >>> 9) & 131071)) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[8 + inpos] >>> 4) & 1023)) + out[26 + outpos] = ((in[13 + inpos] >>> 26) | ((in[14 + inpos] & 2047) << (17 - 11))) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[8 + inpos] >>> 14) & 1023)) + out[27 + outpos] = (((in[14 + inpos] >>> 11) & 131071)) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[8 + inpos] >>> 24) | ((in[9 + inpos] & 3) << (10 - 2))) + out[28 + outpos] = ((in[14 + inpos] >>> 28) | ((in[15 + inpos] & 8191) << (17 - 13))) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[9 + inpos] >>> 2) & 1023)) + out[29 + outpos] = (((in[15 + inpos] >>> 13) & 131071)) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[9 + inpos] >>> 12) & 1023)) + out[30 + outpos] = ((in[15 + inpos] >>> 30) | ((in[16 + inpos] & 32767) << (17 - 15))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[9 + inpos] >>> 22)) + out[31 + outpos] = ((in[16 + inpos] >>> 15)) + out[31 + outpos - 1]; } - protected static void integratedunpack11(final int initoffset, + protected static void integratedunpack18(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 2047)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 11) & 2047)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 262143)) + + initoffset; + out[1 + outpos] = ((in[0 + inpos] >>> 18) | ((in[1 + inpos] & 15) << (18 - 4))) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[0 + inpos] >>> 22) | ((in[1 + inpos] & 1) << (11 - 1))) + out[2 + outpos] = (((in[1 + inpos] >>> 4) & 262143)) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[1 + inpos] >>> 1) & 2047)) + out[3 + outpos] = ((in[1 + inpos] >>> 22) | ((in[2 + inpos] & 255) << (18 - 8))) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[1 + inpos] >>> 12) & 2047)) + out[4 + outpos] = (((in[2 + inpos] >>> 8) & 262143)) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[1 + inpos] >>> 23) | ((in[2 + inpos] & 3) << (11 - 2))) + out[5 + outpos] = ((in[2 + inpos] >>> 26) | ((in[3 + inpos] & 4095) << (18 - 12))) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[2 + inpos] >>> 2) & 2047)) + out[6 + outpos] = (((in[3 + inpos] >>> 12) & 262143)) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[2 + inpos] >>> 13) & 2047)) + out[7 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 65535) << (18 - 16))) + out[7 + outpos - 1]; - out[8 + outpos] = ((in[2 + inpos] >>> 24) | ((in[3 + inpos] & 7) << (11 - 3))) + out[8 + outpos] = ((in[4 + inpos] >>> 16) | ((in[5 + inpos] & 3) << (18 - 2))) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[3 + inpos] >>> 3) & 2047)) + out[9 + outpos] = (((in[5 + inpos] >>> 2) & 262143)) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[3 + inpos] >>> 14) & 2047)) + out[10 + outpos] = ((in[5 + inpos] >>> 20) | ((in[6 + inpos] & 63) << (18 - 6))) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[3 + inpos] >>> 25) | ((in[4 + inpos] & 15) << (11 - 4))) + out[11 + outpos] = (((in[6 + inpos] >>> 6) & 262143)) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[4 + inpos] >>> 4) & 2047)) + out[12 + outpos] = ((in[6 + inpos] >>> 24) | ((in[7 + inpos] & 1023) << (18 - 10))) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[4 + inpos] >>> 15) & 2047)) + out[13 + outpos] = (((in[7 + inpos] >>> 10) & 262143)) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[4 + inpos] >>> 26) | ((in[5 + inpos] & 31) << (11 - 5))) + out[14 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 16383) << (18 - 14))) + out[14 + outpos - 1]; - out[15 + outpos] = (((in[5 + inpos] >>> 5) & 2047)) + out[15 + outpos] = ((in[8 + inpos] >>> 14)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[5 + inpos] >>> 16) & 2047)) + out[16 + outpos] = (((in[9 + inpos] >>> 0) & 262143)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[5 + inpos] >>> 27) | ((in[6 + inpos] & 63) << (11 - 6))) + out[17 + outpos] = ((in[9 + inpos] >>> 18) | ((in[10 + inpos] & 15) << (18 - 4))) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[6 + inpos] >>> 6) & 2047)) + out[18 + outpos] = (((in[10 + inpos] >>> 4) & 262143)) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[6 + inpos] >>> 17) & 2047)) + out[19 + outpos] = ((in[10 + inpos] >>> 22) | ((in[11 + inpos] & 255) << (18 - 8))) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[6 + inpos] >>> 28) | ((in[7 + inpos] & 127) << (11 - 7))) + out[20 + outpos] = (((in[11 + inpos] >>> 8) & 262143)) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[7 + inpos] >>> 7) & 2047)) + out[21 + outpos] = ((in[11 + inpos] >>> 26) | ((in[12 + inpos] & 4095) << (18 - 12))) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[7 + inpos] >>> 18) & 2047)) + out[22 + outpos] = (((in[12 + inpos] >>> 12) & 262143)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[7 + inpos] >>> 29) | ((in[8 + inpos] & 255) << (11 - 8))) + out[23 + outpos] = ((in[12 + inpos] >>> 30) | ((in[13 + inpos] & 65535) << (18 - 16))) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[8 + inpos] >>> 8) & 2047)) + out[24 + outpos] = ((in[13 + inpos] >>> 16) | ((in[14 + inpos] & 3) << (18 - 2))) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[8 + inpos] >>> 19) & 2047)) + out[25 + outpos] = (((in[14 + inpos] >>> 2) & 262143)) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[8 + inpos] >>> 30) | ((in[9 + inpos] & 511) << (11 - 9))) + out[26 + outpos] = ((in[14 + inpos] >>> 20) | ((in[15 + inpos] & 63) << (18 - 6))) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[9 + inpos] >>> 9) & 2047)) + out[27 + outpos] = (((in[15 + inpos] >>> 6) & 262143)) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[9 + inpos] >>> 20) & 2047)) + out[28 + outpos] = ((in[15 + inpos] >>> 24) | ((in[16 + inpos] & 1023) << (18 - 10))) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[9 + inpos] >>> 31) | ((in[10 + inpos] & 1023) << (11 - 10))) + out[29 + outpos] = (((in[16 + inpos] >>> 10) & 262143)) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[10 + inpos] >>> 10) & 2047)) + out[30 + outpos] = ((in[16 + inpos] >>> 28) | ((in[17 + inpos] & 16383) << (18 - 14))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[10 + inpos] >>> 21)) + out[31 + outpos] = ((in[17 + inpos] >>> 14)) + out[31 + outpos - 1]; } - protected static void integratedunpack12(final int initoffset, + protected static void integratedunpack19(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 4095)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 12) & 4095)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 524287)) + + initoffset; + out[1 + outpos] = ((in[0 + inpos] >>> 19) | ((in[1 + inpos] & 63) << (19 - 6))) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[0 + inpos] >>> 24) | ((in[1 + inpos] & 15) << (12 - 4))) + out[2 + outpos] = (((in[1 + inpos] >>> 6) & 524287)) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[1 + inpos] >>> 4) & 4095)) + out[3 + outpos] = ((in[1 + inpos] >>> 25) | ((in[2 + inpos] & 4095) << (19 - 12))) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[1 + inpos] >>> 16) & 4095)) + out[4 + outpos] = (((in[2 + inpos] >>> 12) & 524287)) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 255) << (12 - 8))) + out[5 + outpos] = ((in[2 + inpos] >>> 31) | ((in[3 + inpos] & 262143) << (19 - 18))) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[2 + inpos] >>> 8) & 4095)) + out[6 + outpos] = ((in[3 + inpos] >>> 18) | ((in[4 + inpos] & 31) << (19 - 5))) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[2 + inpos] >>> 20)) + out[7 + outpos] = (((in[4 + inpos] >>> 5) & 524287)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[3 + inpos] >>> 0) & 4095)) + out[8 + outpos] = ((in[4 + inpos] >>> 24) | ((in[5 + inpos] & 2047) << (19 - 11))) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[3 + inpos] >>> 12) & 4095)) + out[9 + outpos] = (((in[5 + inpos] >>> 11) & 524287)) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 15) << (12 - 4))) + out[10 + outpos] = ((in[5 + inpos] >>> 30) | ((in[6 + inpos] & 131071) << (19 - 17))) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[4 + inpos] >>> 4) & 4095)) + out[11 + outpos] = ((in[6 + inpos] >>> 17) | ((in[7 + inpos] & 15) << (19 - 4))) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[4 + inpos] >>> 16) & 4095)) + out[12 + outpos] = (((in[7 + inpos] >>> 4) & 524287)) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[4 + inpos] >>> 28) | ((in[5 + inpos] & 255) << (12 - 8))) + out[13 + outpos] = ((in[7 + inpos] >>> 23) | ((in[8 + inpos] & 1023) << (19 - 10))) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[5 + inpos] >>> 8) & 4095)) + out[14 + outpos] = (((in[8 + inpos] >>> 10) & 524287)) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[5 + inpos] >>> 20)) + out[15 + outpos] = ((in[8 + inpos] >>> 29) | ((in[9 + inpos] & 65535) << (19 - 16))) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[6 + inpos] >>> 0) & 4095)) + out[16 + outpos] = ((in[9 + inpos] >>> 16) | ((in[10 + inpos] & 7) << (19 - 3))) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[6 + inpos] >>> 12) & 4095)) + out[17 + outpos] = (((in[10 + inpos] >>> 3) & 524287)) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[6 + inpos] >>> 24) | ((in[7 + inpos] & 15) << (12 - 4))) + out[18 + outpos] = ((in[10 + inpos] >>> 22) | ((in[11 + inpos] & 511) << (19 - 9))) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[7 + inpos] >>> 4) & 4095)) + out[19 + outpos] = (((in[11 + inpos] >>> 9) & 524287)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[7 + inpos] >>> 16) & 4095)) + out[20 + outpos] = ((in[11 + inpos] >>> 28) | ((in[12 + inpos] & 32767) << (19 - 15))) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 255) << (12 - 8))) + out[21 + outpos] = ((in[12 + inpos] >>> 15) | ((in[13 + inpos] & 3) << (19 - 2))) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[8 + inpos] >>> 8) & 4095)) + out[22 + outpos] = (((in[13 + inpos] >>> 2) & 524287)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[8 + inpos] >>> 20)) + out[23 + outpos] = ((in[13 + inpos] >>> 21) | ((in[14 + inpos] & 255) << (19 - 8))) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[9 + inpos] >>> 0) & 4095)) + out[24 + outpos] = (((in[14 + inpos] >>> 8) & 524287)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[9 + inpos] >>> 12) & 4095)) + out[25 + outpos] = ((in[14 + inpos] >>> 27) | ((in[15 + inpos] & 16383) << (19 - 14))) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[9 + inpos] >>> 24) | ((in[10 + inpos] & 15) << (12 - 4))) + out[26 + outpos] = ((in[15 + inpos] >>> 14) | ((in[16 + inpos] & 1) << (19 - 1))) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[10 + inpos] >>> 4) & 4095)) + out[27 + outpos] = (((in[16 + inpos] >>> 1) & 524287)) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[10 + inpos] >>> 16) & 4095)) + out[28 + outpos] = ((in[16 + inpos] >>> 20) | ((in[17 + inpos] & 127) << (19 - 7))) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[10 + inpos] >>> 28) | ((in[11 + inpos] & 255) << (12 - 8))) + out[29 + outpos] = (((in[17 + inpos] >>> 7) & 524287)) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[11 + inpos] >>> 8) & 4095)) + out[30 + outpos] = ((in[17 + inpos] >>> 26) | ((in[18 + inpos] & 8191) << (19 - 13))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[11 + inpos] >>> 20)) + out[31 + outpos] = ((in[18 + inpos] >>> 13)) + out[31 + outpos - 1]; } - protected static void integratedunpack13(final int initoffset, + protected static void integratedunpack2(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 8191)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 13) & 8191)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 3)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 2) & 3)) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[0 + inpos] >>> 26) | ((in[1 + inpos] & 127) << (13 - 7))) + out[2 + outpos] = (((in[0 + inpos] >>> 4) & 3)) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[1 + inpos] >>> 7) & 8191)) + out[3 + outpos] = (((in[0 + inpos] >>> 6) & 3)) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[1 + inpos] >>> 20) | ((in[2 + inpos] & 1) << (13 - 1))) + out[4 + outpos] = (((in[0 + inpos] >>> 8) & 3)) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[2 + inpos] >>> 1) & 8191)) + out[5 + outpos] = (((in[0 + inpos] >>> 10) & 3)) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[2 + inpos] >>> 14) & 8191)) + out[6 + outpos] = (((in[0 + inpos] >>> 12) & 3)) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[2 + inpos] >>> 27) | ((in[3 + inpos] & 255) << (13 - 8))) + out[7 + outpos] = (((in[0 + inpos] >>> 14) & 3)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[3 + inpos] >>> 8) & 8191)) + out[8 + outpos] = (((in[0 + inpos] >>> 16) & 3)) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[3 + inpos] >>> 21) | ((in[4 + inpos] & 3) << (13 - 2))) + out[9 + outpos] = (((in[0 + inpos] >>> 18) & 3)) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[4 + inpos] >>> 2) & 8191)) + out[10 + outpos] = (((in[0 + inpos] >>> 20) & 3)) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[4 + inpos] >>> 15) & 8191)) + out[11 + outpos] = (((in[0 + inpos] >>> 22) & 3)) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[4 + inpos] >>> 28) | ((in[5 + inpos] & 511) << (13 - 9))) + out[12 + outpos] = (((in[0 + inpos] >>> 24) & 3)) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[5 + inpos] >>> 9) & 8191)) + out[13 + outpos] = (((in[0 + inpos] >>> 26) & 3)) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[5 + inpos] >>> 22) | ((in[6 + inpos] & 7) << (13 - 3))) + out[14 + outpos] = (((in[0 + inpos] >>> 28) & 3)) + out[14 + outpos - 1]; - out[15 + outpos] = (((in[6 + inpos] >>> 3) & 8191)) + out[15 + outpos] = ((in[0 + inpos] >>> 30)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[6 + inpos] >>> 16) & 8191)) + out[16 + outpos] = (((in[1 + inpos] >>> 0) & 3)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[6 + inpos] >>> 29) | ((in[7 + inpos] & 1023) << (13 - 10))) + out[17 + outpos] = (((in[1 + inpos] >>> 2) & 3)) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[7 + inpos] >>> 10) & 8191)) + out[18 + outpos] = (((in[1 + inpos] >>> 4) & 3)) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[7 + inpos] >>> 23) | ((in[8 + inpos] & 15) << (13 - 4))) + out[19 + outpos] = (((in[1 + inpos] >>> 6) & 3)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[8 + inpos] >>> 4) & 8191)) + out[20 + outpos] = (((in[1 + inpos] >>> 8) & 3)) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[8 + inpos] >>> 17) & 8191)) + out[21 + outpos] = (((in[1 + inpos] >>> 10) & 3)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[8 + inpos] >>> 30) | ((in[9 + inpos] & 2047) << (13 - 11))) + out[22 + outpos] = (((in[1 + inpos] >>> 12) & 3)) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[9 + inpos] >>> 11) & 8191)) + out[23 + outpos] = (((in[1 + inpos] >>> 14) & 3)) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[9 + inpos] >>> 24) | ((in[10 + inpos] & 31) << (13 - 5))) + out[24 + outpos] = (((in[1 + inpos] >>> 16) & 3)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[10 + inpos] >>> 5) & 8191)) + out[25 + outpos] = (((in[1 + inpos] >>> 18) & 3)) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[10 + inpos] >>> 18) & 8191)) + out[26 + outpos] = (((in[1 + inpos] >>> 20) & 3)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[10 + inpos] >>> 31) | ((in[11 + inpos] & 4095) << (13 - 12))) + out[27 + outpos] = (((in[1 + inpos] >>> 22) & 3)) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[11 + inpos] >>> 12) & 8191)) + out[28 + outpos] = (((in[1 + inpos] >>> 24) & 3)) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[11 + inpos] >>> 25) | ((in[12 + inpos] & 63) << (13 - 6))) + out[29 + outpos] = (((in[1 + inpos] >>> 26) & 3)) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[12 + inpos] >>> 6) & 8191)) + out[30 + outpos] = (((in[1 + inpos] >>> 28) & 3)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[12 + inpos] >>> 19)) + out[31 + outpos] = ((in[1 + inpos] >>> 30)) + out[31 + outpos - 1]; } - protected static void integratedunpack14(final int initoffset, + protected static void integratedunpack20(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 16383)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 1048575)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 14) & 16383)) + out[1 + outpos] = ((in[0 + inpos] >>> 20) | ((in[1 + inpos] & 255) << (20 - 8))) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[0 + inpos] >>> 28) | ((in[1 + inpos] & 1023) << (14 - 10))) + out[2 + outpos] = (((in[1 + inpos] >>> 8) & 1048575)) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[1 + inpos] >>> 10) & 16383)) + out[3 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 65535) << (20 - 16))) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[1 + inpos] >>> 24) | ((in[2 + inpos] & 63) << (14 - 6))) + out[4 + outpos] = ((in[2 + inpos] >>> 16) | ((in[3 + inpos] & 15) << (20 - 4))) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[2 + inpos] >>> 6) & 16383)) + out[5 + outpos] = (((in[3 + inpos] >>> 4) & 1048575)) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[2 + inpos] >>> 20) | ((in[3 + inpos] & 3) << (14 - 2))) + out[6 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 4095) << (20 - 12))) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[3 + inpos] >>> 2) & 16383)) + out[7 + outpos] = ((in[4 + inpos] >>> 12)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[3 + inpos] >>> 16) & 16383)) + out[8 + outpos] = (((in[5 + inpos] >>> 0) & 1048575)) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 4095) << (14 - 12))) + out[9 + outpos] = ((in[5 + inpos] >>> 20) | ((in[6 + inpos] & 255) << (20 - 8))) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[4 + inpos] >>> 12) & 16383)) + out[10 + outpos] = (((in[6 + inpos] >>> 8) & 1048575)) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[4 + inpos] >>> 26) | ((in[5 + inpos] & 255) << (14 - 8))) + out[11 + outpos] = ((in[6 + inpos] >>> 28) | ((in[7 + inpos] & 65535) << (20 - 16))) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[5 + inpos] >>> 8) & 16383)) + out[12 + outpos] = ((in[7 + inpos] >>> 16) | ((in[8 + inpos] & 15) << (20 - 4))) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[5 + inpos] >>> 22) | ((in[6 + inpos] & 15) << (14 - 4))) + out[13 + outpos] = (((in[8 + inpos] >>> 4) & 1048575)) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[6 + inpos] >>> 4) & 16383)) + out[14 + outpos] = ((in[8 + inpos] >>> 24) | ((in[9 + inpos] & 4095) << (20 - 12))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[6 + inpos] >>> 18)) + out[15 + outpos] = ((in[9 + inpos] >>> 12)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[7 + inpos] >>> 0) & 16383)) + out[16 + outpos] = (((in[10 + inpos] >>> 0) & 1048575)) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[7 + inpos] >>> 14) & 16383)) + out[17 + outpos] = ((in[10 + inpos] >>> 20) | ((in[11 + inpos] & 255) << (20 - 8))) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 1023) << (14 - 10))) + out[18 + outpos] = (((in[11 + inpos] >>> 8) & 1048575)) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[8 + inpos] >>> 10) & 16383)) + out[19 + outpos] = ((in[11 + inpos] >>> 28) | ((in[12 + inpos] & 65535) << (20 - 16))) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[8 + inpos] >>> 24) | ((in[9 + inpos] & 63) << (14 - 6))) + out[20 + outpos] = ((in[12 + inpos] >>> 16) | ((in[13 + inpos] & 15) << (20 - 4))) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[9 + inpos] >>> 6) & 16383)) + out[21 + outpos] = (((in[13 + inpos] >>> 4) & 1048575)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[9 + inpos] >>> 20) | ((in[10 + inpos] & 3) << (14 - 2))) + out[22 + outpos] = ((in[13 + inpos] >>> 24) | ((in[14 + inpos] & 4095) << (20 - 12))) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[10 + inpos] >>> 2) & 16383)) + out[23 + outpos] = ((in[14 + inpos] >>> 12)) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[10 + inpos] >>> 16) & 16383)) + out[24 + outpos] = (((in[15 + inpos] >>> 0) & 1048575)) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[10 + inpos] >>> 30) | ((in[11 + inpos] & 4095) << (14 - 12))) + out[25 + outpos] = ((in[15 + inpos] >>> 20) | ((in[16 + inpos] & 255) << (20 - 8))) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[11 + inpos] >>> 12) & 16383)) + out[26 + outpos] = (((in[16 + inpos] >>> 8) & 1048575)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[11 + inpos] >>> 26) | ((in[12 + inpos] & 255) << (14 - 8))) + out[27 + outpos] = ((in[16 + inpos] >>> 28) | ((in[17 + inpos] & 65535) << (20 - 16))) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[12 + inpos] >>> 8) & 16383)) + out[28 + outpos] = ((in[17 + inpos] >>> 16) | ((in[18 + inpos] & 15) << (20 - 4))) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[12 + inpos] >>> 22) | ((in[13 + inpos] & 15) << (14 - 4))) + out[29 + outpos] = (((in[18 + inpos] >>> 4) & 1048575)) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[13 + inpos] >>> 4) & 16383)) + out[30 + outpos] = ((in[18 + inpos] >>> 24) | ((in[19 + inpos] & 4095) << (20 - 12))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[13 + inpos] >>> 18)) + out[31 + outpos] = ((in[19 + inpos] >>> 12)) + out[31 + outpos - 1]; } - protected static void integratedunpack15(final int initoffset, + protected static void integratedunpack21(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 32767)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 2097151)) + initoffset; - out[1 + outpos] = (((in[0 + inpos] >>> 15) & 32767)) + out[1 + outpos] = ((in[0 + inpos] >>> 21) | ((in[1 + inpos] & 1023) << (21 - 10))) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 8191) << (15 - 13))) + out[2 + outpos] = (((in[1 + inpos] >>> 10) & 2097151)) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[1 + inpos] >>> 13) & 32767)) + out[3 + outpos] = ((in[1 + inpos] >>> 31) | ((in[2 + inpos] & 1048575) << (21 - 20))) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 2047) << (15 - 11))) + out[4 + outpos] = ((in[2 + inpos] >>> 20) | ((in[3 + inpos] & 511) << (21 - 9))) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[2 + inpos] >>> 11) & 32767)) + out[5 + outpos] = (((in[3 + inpos] >>> 9) & 2097151)) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[2 + inpos] >>> 26) | ((in[3 + inpos] & 511) << (15 - 9))) + out[6 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 524287) << (21 - 19))) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[3 + inpos] >>> 9) & 32767)) + out[7 + outpos] = ((in[4 + inpos] >>> 19) | ((in[5 + inpos] & 255) << (21 - 8))) + out[7 + outpos - 1]; - out[8 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 127) << (15 - 7))) + out[8 + outpos] = (((in[5 + inpos] >>> 8) & 2097151)) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[4 + inpos] >>> 7) & 32767)) + out[9 + outpos] = ((in[5 + inpos] >>> 29) | ((in[6 + inpos] & 262143) << (21 - 18))) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[4 + inpos] >>> 22) | ((in[5 + inpos] & 31) << (15 - 5))) + out[10 + outpos] = ((in[6 + inpos] >>> 18) | ((in[7 + inpos] & 127) << (21 - 7))) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[5 + inpos] >>> 5) & 32767)) + out[11 + outpos] = (((in[7 + inpos] >>> 7) & 2097151)) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[5 + inpos] >>> 20) | ((in[6 + inpos] & 7) << (15 - 3))) + out[12 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 131071) << (21 - 17))) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[6 + inpos] >>> 3) & 32767)) + out[13 + outpos] = ((in[8 + inpos] >>> 17) | ((in[9 + inpos] & 63) << (21 - 6))) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[6 + inpos] >>> 18) | ((in[7 + inpos] & 1) << (15 - 1))) + out[14 + outpos] = (((in[9 + inpos] >>> 6) & 2097151)) + out[14 + outpos - 1]; - out[15 + outpos] = (((in[7 + inpos] >>> 1) & 32767)) + out[15 + outpos] = ((in[9 + inpos] >>> 27) | ((in[10 + inpos] & 65535) << (21 - 16))) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[7 + inpos] >>> 16) & 32767)) + out[16 + outpos] = ((in[10 + inpos] >>> 16) | ((in[11 + inpos] & 31) << (21 - 5))) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[7 + inpos] >>> 31) | ((in[8 + inpos] & 16383) << (15 - 14))) + out[17 + outpos] = (((in[11 + inpos] >>> 5) & 2097151)) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[8 + inpos] >>> 14) & 32767)) + out[18 + outpos] = ((in[11 + inpos] >>> 26) | ((in[12 + inpos] & 32767) << (21 - 15))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[8 + inpos] >>> 29) | ((in[9 + inpos] & 4095) << (15 - 12))) + out[19 + outpos] = ((in[12 + inpos] >>> 15) | ((in[13 + inpos] & 15) << (21 - 4))) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[9 + inpos] >>> 12) & 32767)) + out[20 + outpos] = (((in[13 + inpos] >>> 4) & 2097151)) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[9 + inpos] >>> 27) | ((in[10 + inpos] & 1023) << (15 - 10))) + out[21 + outpos] = ((in[13 + inpos] >>> 25) | ((in[14 + inpos] & 16383) << (21 - 14))) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[10 + inpos] >>> 10) & 32767)) + out[22 + outpos] = ((in[14 + inpos] >>> 14) | ((in[15 + inpos] & 7) << (21 - 3))) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[10 + inpos] >>> 25) | ((in[11 + inpos] & 255) << (15 - 8))) + out[23 + outpos] = (((in[15 + inpos] >>> 3) & 2097151)) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[11 + inpos] >>> 8) & 32767)) + out[24 + outpos] = ((in[15 + inpos] >>> 24) | ((in[16 + inpos] & 8191) << (21 - 13))) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[11 + inpos] >>> 23) | ((in[12 + inpos] & 63) << (15 - 6))) + out[25 + outpos] = ((in[16 + inpos] >>> 13) | ((in[17 + inpos] & 3) << (21 - 2))) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[12 + inpos] >>> 6) & 32767)) + out[26 + outpos] = (((in[17 + inpos] >>> 2) & 2097151)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[12 + inpos] >>> 21) | ((in[13 + inpos] & 15) << (15 - 4))) + out[27 + outpos] = ((in[17 + inpos] >>> 23) | ((in[18 + inpos] & 4095) << (21 - 12))) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[13 + inpos] >>> 4) & 32767)) + out[28 + outpos] = ((in[18 + inpos] >>> 12) | ((in[19 + inpos] & 1) << (21 - 1))) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[13 + inpos] >>> 19) | ((in[14 + inpos] & 3) << (15 - 2))) + out[29 + outpos] = (((in[19 + inpos] >>> 1) & 2097151)) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[14 + inpos] >>> 2) & 32767)) + out[30 + outpos] = ((in[19 + inpos] >>> 22) | ((in[20 + inpos] & 2047) << (21 - 11))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[14 + inpos] >>> 17)) + out[31 + outpos] = ((in[20 + inpos] >>> 11)) + out[31 + outpos - 1]; } - protected static void integratedunpack16(final int initoffset, + protected static void integratedunpack22(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 65535)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 4194303)) + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 16)) + out[1 + outpos] = ((in[0 + inpos] >>> 22) | ((in[1 + inpos] & 4095) << (22 - 12))) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[1 + inpos] >>> 0) & 65535)) + out[2 + outpos] = ((in[1 + inpos] >>> 12) | ((in[2 + inpos] & 3) << (22 - 2))) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[1 + inpos] >>> 16)) + out[3 + outpos] = (((in[2 + inpos] >>> 2) & 4194303)) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[2 + inpos] >>> 0) & 65535)) + out[4 + outpos] = ((in[2 + inpos] >>> 24) | ((in[3 + inpos] & 16383) << (22 - 14))) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[2 + inpos] >>> 16)) + out[5 + outpos] = ((in[3 + inpos] >>> 14) | ((in[4 + inpos] & 15) << (22 - 4))) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[3 + inpos] >>> 0) & 65535)) + out[6 + outpos] = (((in[4 + inpos] >>> 4) & 4194303)) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[3 + inpos] >>> 16)) + out[7 + outpos] = ((in[4 + inpos] >>> 26) | ((in[5 + inpos] & 65535) << (22 - 16))) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[4 + inpos] >>> 0) & 65535)) + out[8 + outpos] = ((in[5 + inpos] >>> 16) | ((in[6 + inpos] & 63) << (22 - 6))) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[4 + inpos] >>> 16)) + out[9 + outpos] = (((in[6 + inpos] >>> 6) & 4194303)) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[5 + inpos] >>> 0) & 65535)) + out[10 + outpos] = ((in[6 + inpos] >>> 28) | ((in[7 + inpos] & 262143) << (22 - 18))) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[5 + inpos] >>> 16)) + out[11 + outpos] = ((in[7 + inpos] >>> 18) | ((in[8 + inpos] & 255) << (22 - 8))) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[6 + inpos] >>> 0) & 65535)) + out[12 + outpos] = (((in[8 + inpos] >>> 8) & 4194303)) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[6 + inpos] >>> 16)) + out[13 + outpos] = ((in[8 + inpos] >>> 30) | ((in[9 + inpos] & 1048575) << (22 - 20))) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[7 + inpos] >>> 0) & 65535)) + out[14 + outpos] = ((in[9 + inpos] >>> 20) | ((in[10 + inpos] & 1023) << (22 - 10))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[7 + inpos] >>> 16)) + out[15 + outpos] = ((in[10 + inpos] >>> 10)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[8 + inpos] >>> 0) & 65535)) + out[16 + outpos] = (((in[11 + inpos] >>> 0) & 4194303)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[8 + inpos] >>> 16)) + out[17 + outpos] = ((in[11 + inpos] >>> 22) | ((in[12 + inpos] & 4095) << (22 - 12))) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[9 + inpos] >>> 0) & 65535)) + out[18 + outpos] = ((in[12 + inpos] >>> 12) | ((in[13 + inpos] & 3) << (22 - 2))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[9 + inpos] >>> 16)) + out[19 + outpos] = (((in[13 + inpos] >>> 2) & 4194303)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[10 + inpos] >>> 0) & 65535)) + out[20 + outpos] = ((in[13 + inpos] >>> 24) | ((in[14 + inpos] & 16383) << (22 - 14))) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[10 + inpos] >>> 16)) + out[21 + outpos] = ((in[14 + inpos] >>> 14) | ((in[15 + inpos] & 15) << (22 - 4))) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[11 + inpos] >>> 0) & 65535)) + out[22 + outpos] = (((in[15 + inpos] >>> 4) & 4194303)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[11 + inpos] >>> 16)) + out[23 + outpos] = ((in[15 + inpos] >>> 26) | ((in[16 + inpos] & 65535) << (22 - 16))) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[12 + inpos] >>> 0) & 65535)) + out[24 + outpos] = ((in[16 + inpos] >>> 16) | ((in[17 + inpos] & 63) << (22 - 6))) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[12 + inpos] >>> 16)) + out[25 + outpos] = (((in[17 + inpos] >>> 6) & 4194303)) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[13 + inpos] >>> 0) & 65535)) + out[26 + outpos] = ((in[17 + inpos] >>> 28) | ((in[18 + inpos] & 262143) << (22 - 18))) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[13 + inpos] >>> 16)) + out[27 + outpos] = ((in[18 + inpos] >>> 18) | ((in[19 + inpos] & 255) << (22 - 8))) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[14 + inpos] >>> 0) & 65535)) + out[28 + outpos] = (((in[19 + inpos] >>> 8) & 4194303)) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[14 + inpos] >>> 16)) + out[29 + outpos] = ((in[19 + inpos] >>> 30) | ((in[20 + inpos] & 1048575) << (22 - 20))) + out[29 + outpos - 1]; - out[30 + outpos] = (((in[15 + inpos] >>> 0) & 65535)) + out[30 + outpos] = ((in[20 + inpos] >>> 20) | ((in[21 + inpos] & 1023) << (22 - 10))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[15 + inpos] >>> 16)) + out[31 + outpos] = ((in[21 + inpos] >>> 10)) + out[31 + outpos - 1]; } - protected static void integratedunpack17(final int initoffset, + protected static void integratedunpack23(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 131071)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 8388607)) + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 17) | ((in[1 + inpos] & 3) << (17 - 2))) + out[1 + outpos] = ((in[0 + inpos] >>> 23) | ((in[1 + inpos] & 16383) << (23 - 14))) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[1 + inpos] >>> 2) & 131071)) + out[2 + outpos] = ((in[1 + inpos] >>> 14) | ((in[2 + inpos] & 31) << (23 - 5))) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[1 + inpos] >>> 19) | ((in[2 + inpos] & 15) << (17 - 4))) + out[3 + outpos] = (((in[2 + inpos] >>> 5) & 8388607)) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[2 + inpos] >>> 4) & 131071)) + out[4 + outpos] = ((in[2 + inpos] >>> 28) | ((in[3 + inpos] & 524287) << (23 - 19))) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[2 + inpos] >>> 21) | ((in[3 + inpos] & 63) << (17 - 6))) + out[5 + outpos] = ((in[3 + inpos] >>> 19) | ((in[4 + inpos] & 1023) << (23 - 10))) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[3 + inpos] >>> 6) & 131071)) + out[6 + outpos] = ((in[4 + inpos] >>> 10) | ((in[5 + inpos] & 1) << (23 - 1))) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[3 + inpos] >>> 23) | ((in[4 + inpos] & 255) << (17 - 8))) + out[7 + outpos] = (((in[5 + inpos] >>> 1) & 8388607)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[4 + inpos] >>> 8) & 131071)) + out[8 + outpos] = ((in[5 + inpos] >>> 24) | ((in[6 + inpos] & 32767) << (23 - 15))) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[4 + inpos] >>> 25) | ((in[5 + inpos] & 1023) << (17 - 10))) + out[9 + outpos] = ((in[6 + inpos] >>> 15) | ((in[7 + inpos] & 63) << (23 - 6))) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[5 + inpos] >>> 10) & 131071)) + out[10 + outpos] = (((in[7 + inpos] >>> 6) & 8388607)) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[5 + inpos] >>> 27) | ((in[6 + inpos] & 4095) << (17 - 12))) + out[11 + outpos] = ((in[7 + inpos] >>> 29) | ((in[8 + inpos] & 1048575) << (23 - 20))) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[6 + inpos] >>> 12) & 131071)) + out[12 + outpos] = ((in[8 + inpos] >>> 20) | ((in[9 + inpos] & 2047) << (23 - 11))) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[6 + inpos] >>> 29) | ((in[7 + inpos] & 16383) << (17 - 14))) + out[13 + outpos] = ((in[9 + inpos] >>> 11) | ((in[10 + inpos] & 3) << (23 - 2))) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[7 + inpos] >>> 14) & 131071)) + out[14 + outpos] = (((in[10 + inpos] >>> 2) & 8388607)) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[7 + inpos] >>> 31) | ((in[8 + inpos] & 65535) << (17 - 16))) + out[15 + outpos] = ((in[10 + inpos] >>> 25) | ((in[11 + inpos] & 65535) << (23 - 16))) + out[15 + outpos - 1]; - out[16 + outpos] = ((in[8 + inpos] >>> 16) | ((in[9 + inpos] & 1) << (17 - 1))) + out[16 + outpos] = ((in[11 + inpos] >>> 16) | ((in[12 + inpos] & 127) << (23 - 7))) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[9 + inpos] >>> 1) & 131071)) + out[17 + outpos] = (((in[12 + inpos] >>> 7) & 8388607)) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[9 + inpos] >>> 18) | ((in[10 + inpos] & 7) << (17 - 3))) + out[18 + outpos] = ((in[12 + inpos] >>> 30) | ((in[13 + inpos] & 2097151) << (23 - 21))) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[10 + inpos] >>> 3) & 131071)) + out[19 + outpos] = ((in[13 + inpos] >>> 21) | ((in[14 + inpos] & 4095) << (23 - 12))) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[10 + inpos] >>> 20) | ((in[11 + inpos] & 31) << (17 - 5))) + out[20 + outpos] = ((in[14 + inpos] >>> 12) | ((in[15 + inpos] & 7) << (23 - 3))) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[11 + inpos] >>> 5) & 131071)) + out[21 + outpos] = (((in[15 + inpos] >>> 3) & 8388607)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[11 + inpos] >>> 22) | ((in[12 + inpos] & 127) << (17 - 7))) + out[22 + outpos] = ((in[15 + inpos] >>> 26) | ((in[16 + inpos] & 131071) << (23 - 17))) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[12 + inpos] >>> 7) & 131071)) + out[23 + outpos] = ((in[16 + inpos] >>> 17) | ((in[17 + inpos] & 255) << (23 - 8))) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[12 + inpos] >>> 24) | ((in[13 + inpos] & 511) << (17 - 9))) + out[24 + outpos] = (((in[17 + inpos] >>> 8) & 8388607)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[13 + inpos] >>> 9) & 131071)) + out[25 + outpos] = ((in[17 + inpos] >>> 31) | ((in[18 + inpos] & 4194303) << (23 - 22))) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[13 + inpos] >>> 26) | ((in[14 + inpos] & 2047) << (17 - 11))) + out[26 + outpos] = ((in[18 + inpos] >>> 22) | ((in[19 + inpos] & 8191) << (23 - 13))) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[14 + inpos] >>> 11) & 131071)) + out[27 + outpos] = ((in[19 + inpos] >>> 13) | ((in[20 + inpos] & 15) << (23 - 4))) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[14 + inpos] >>> 28) | ((in[15 + inpos] & 8191) << (17 - 13))) + out[28 + outpos] = (((in[20 + inpos] >>> 4) & 8388607)) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[15 + inpos] >>> 13) & 131071)) + out[29 + outpos] = ((in[20 + inpos] >>> 27) | ((in[21 + inpos] & 262143) << (23 - 18))) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[15 + inpos] >>> 30) | ((in[16 + inpos] & 32767) << (17 - 15))) + out[30 + outpos] = ((in[21 + inpos] >>> 18) | ((in[22 + inpos] & 511) << (23 - 9))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[16 + inpos] >>> 15)) + out[31 + outpos] = ((in[22 + inpos] >>> 9)) + out[31 + outpos - 1]; } - protected static void integratedunpack18(final int initoffset, + protected static void integratedunpack24(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 262143)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 16777215)) + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 18) | ((in[1 + inpos] & 15) << (18 - 4))) + out[1 + outpos] = ((in[0 + inpos] >>> 24) | ((in[1 + inpos] & 65535) << (24 - 16))) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[1 + inpos] >>> 4) & 262143)) + out[2 + outpos] = ((in[1 + inpos] >>> 16) | ((in[2 + inpos] & 255) << (24 - 8))) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[1 + inpos] >>> 22) | ((in[2 + inpos] & 255) << (18 - 8))) - + out[3 + outpos - 1]; - out[4 + outpos] = (((in[2 + inpos] >>> 8) & 262143)) + out[3 + outpos] = ((in[2 + inpos] >>> 8)) + out[3 + outpos - 1]; + out[4 + outpos] = (((in[3 + inpos] >>> 0) & 16777215)) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[2 + inpos] >>> 26) | ((in[3 + inpos] & 4095) << (18 - 12))) + out[5 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 65535) << (24 - 16))) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[3 + inpos] >>> 12) & 262143)) + out[6 + outpos] = ((in[4 + inpos] >>> 16) | ((in[5 + inpos] & 255) << (24 - 8))) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 65535) << (18 - 16))) - + out[7 + outpos - 1]; - out[8 + outpos] = ((in[4 + inpos] >>> 16) | ((in[5 + inpos] & 3) << (18 - 2))) + out[7 + outpos] = ((in[5 + inpos] >>> 8)) + out[7 + outpos - 1]; + out[8 + outpos] = (((in[6 + inpos] >>> 0) & 16777215)) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[5 + inpos] >>> 2) & 262143)) + out[9 + outpos] = ((in[6 + inpos] >>> 24) | ((in[7 + inpos] & 65535) << (24 - 16))) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[5 + inpos] >>> 20) | ((in[6 + inpos] & 63) << (18 - 6))) + out[10 + outpos] = ((in[7 + inpos] >>> 16) | ((in[8 + inpos] & 255) << (24 - 8))) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[6 + inpos] >>> 6) & 262143)) + out[11 + outpos] = ((in[8 + inpos] >>> 8)) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[6 + inpos] >>> 24) | ((in[7 + inpos] & 1023) << (18 - 10))) + out[12 + outpos] = (((in[9 + inpos] >>> 0) & 16777215)) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[7 + inpos] >>> 10) & 262143)) + out[13 + outpos] = ((in[9 + inpos] >>> 24) | ((in[10 + inpos] & 65535) << (24 - 16))) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 16383) << (18 - 14))) + out[14 + outpos] = ((in[10 + inpos] >>> 16) | ((in[11 + inpos] & 255) << (24 - 8))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[8 + inpos] >>> 14)) + out[15 + outpos] = ((in[11 + inpos] >>> 8)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[9 + inpos] >>> 0) & 262143)) + out[16 + outpos] = (((in[12 + inpos] >>> 0) & 16777215)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[9 + inpos] >>> 18) | ((in[10 + inpos] & 15) << (18 - 4))) + out[17 + outpos] = ((in[12 + inpos] >>> 24) | ((in[13 + inpos] & 65535) << (24 - 16))) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[10 + inpos] >>> 4) & 262143)) + out[18 + outpos] = ((in[13 + inpos] >>> 16) | ((in[14 + inpos] & 255) << (24 - 8))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[10 + inpos] >>> 22) | ((in[11 + inpos] & 255) << (18 - 8))) + out[19 + outpos] = ((in[14 + inpos] >>> 8)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[11 + inpos] >>> 8) & 262143)) + out[20 + outpos] = (((in[15 + inpos] >>> 0) & 16777215)) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[11 + inpos] >>> 26) | ((in[12 + inpos] & 4095) << (18 - 12))) + out[21 + outpos] = ((in[15 + inpos] >>> 24) | ((in[16 + inpos] & 65535) << (24 - 16))) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[12 + inpos] >>> 12) & 262143)) + out[22 + outpos] = ((in[16 + inpos] >>> 16) | ((in[17 + inpos] & 255) << (24 - 8))) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[12 + inpos] >>> 30) | ((in[13 + inpos] & 65535) << (18 - 16))) + out[23 + outpos] = ((in[17 + inpos] >>> 8)) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[13 + inpos] >>> 16) | ((in[14 + inpos] & 3) << (18 - 2))) + out[24 + outpos] = (((in[18 + inpos] >>> 0) & 16777215)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[14 + inpos] >>> 2) & 262143)) + out[25 + outpos] = ((in[18 + inpos] >>> 24) | ((in[19 + inpos] & 65535) << (24 - 16))) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[14 + inpos] >>> 20) | ((in[15 + inpos] & 63) << (18 - 6))) + out[26 + outpos] = ((in[19 + inpos] >>> 16) | ((in[20 + inpos] & 255) << (24 - 8))) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[15 + inpos] >>> 6) & 262143)) + out[27 + outpos] = ((in[20 + inpos] >>> 8)) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[15 + inpos] >>> 24) | ((in[16 + inpos] & 1023) << (18 - 10))) + out[28 + outpos] = (((in[21 + inpos] >>> 0) & 16777215)) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[16 + inpos] >>> 10) & 262143)) + out[29 + outpos] = ((in[21 + inpos] >>> 24) | ((in[22 + inpos] & 65535) << (24 - 16))) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[16 + inpos] >>> 28) | ((in[17 + inpos] & 16383) << (18 - 14))) + out[30 + outpos] = ((in[22 + inpos] >>> 16) | ((in[23 + inpos] & 255) << (24 - 8))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[17 + inpos] >>> 14)) + out[31 + outpos] = ((in[23 + inpos] >>> 8)) + out[31 + outpos - 1]; } - protected static void integratedunpack19(final int initoffset, + protected static void integratedunpack25(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 524287)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 33554431)) + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 19) | ((in[1 + inpos] & 63) << (19 - 6))) + out[1 + outpos] = ((in[0 + inpos] >>> 25) | ((in[1 + inpos] & 262143) << (25 - 18))) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[1 + inpos] >>> 6) & 524287)) + out[2 + outpos] = ((in[1 + inpos] >>> 18) | ((in[2 + inpos] & 2047) << (25 - 11))) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[1 + inpos] >>> 25) | ((in[2 + inpos] & 4095) << (19 - 12))) + out[3 + outpos] = ((in[2 + inpos] >>> 11) | ((in[3 + inpos] & 15) << (25 - 4))) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[2 + inpos] >>> 12) & 524287)) + out[4 + outpos] = (((in[3 + inpos] >>> 4) & 33554431)) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[2 + inpos] >>> 31) | ((in[3 + inpos] & 262143) << (19 - 18))) + out[5 + outpos] = ((in[3 + inpos] >>> 29) | ((in[4 + inpos] & 4194303) << (25 - 22))) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[3 + inpos] >>> 18) | ((in[4 + inpos] & 31) << (19 - 5))) + out[6 + outpos] = ((in[4 + inpos] >>> 22) | ((in[5 + inpos] & 32767) << (25 - 15))) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[4 + inpos] >>> 5) & 524287)) + out[7 + outpos] = ((in[5 + inpos] >>> 15) | ((in[6 + inpos] & 255) << (25 - 8))) + out[7 + outpos - 1]; - out[8 + outpos] = ((in[4 + inpos] >>> 24) | ((in[5 + inpos] & 2047) << (19 - 11))) + out[8 + outpos] = ((in[6 + inpos] >>> 8) | ((in[7 + inpos] & 1) << (25 - 1))) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[5 + inpos] >>> 11) & 524287)) + out[9 + outpos] = (((in[7 + inpos] >>> 1) & 33554431)) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[5 + inpos] >>> 30) | ((in[6 + inpos] & 131071) << (19 - 17))) + out[10 + outpos] = ((in[7 + inpos] >>> 26) | ((in[8 + inpos] & 524287) << (25 - 19))) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[6 + inpos] >>> 17) | ((in[7 + inpos] & 15) << (19 - 4))) + out[11 + outpos] = ((in[8 + inpos] >>> 19) | ((in[9 + inpos] & 4095) << (25 - 12))) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[7 + inpos] >>> 4) & 524287)) + out[12 + outpos] = ((in[9 + inpos] >>> 12) | ((in[10 + inpos] & 31) << (25 - 5))) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[7 + inpos] >>> 23) | ((in[8 + inpos] & 1023) << (19 - 10))) + out[13 + outpos] = (((in[10 + inpos] >>> 5) & 33554431)) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[8 + inpos] >>> 10) & 524287)) + out[14 + outpos] = ((in[10 + inpos] >>> 30) | ((in[11 + inpos] & 8388607) << (25 - 23))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[8 + inpos] >>> 29) | ((in[9 + inpos] & 65535) << (19 - 16))) + out[15 + outpos] = ((in[11 + inpos] >>> 23) | ((in[12 + inpos] & 65535) << (25 - 16))) + out[15 + outpos - 1]; - out[16 + outpos] = ((in[9 + inpos] >>> 16) | ((in[10 + inpos] & 7) << (19 - 3))) + out[16 + outpos] = ((in[12 + inpos] >>> 16) | ((in[13 + inpos] & 511) << (25 - 9))) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[10 + inpos] >>> 3) & 524287)) + out[17 + outpos] = ((in[13 + inpos] >>> 9) | ((in[14 + inpos] & 3) << (25 - 2))) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[10 + inpos] >>> 22) | ((in[11 + inpos] & 511) << (19 - 9))) + out[18 + outpos] = (((in[14 + inpos] >>> 2) & 33554431)) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[11 + inpos] >>> 9) & 524287)) + out[19 + outpos] = ((in[14 + inpos] >>> 27) | ((in[15 + inpos] & 1048575) << (25 - 20))) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[11 + inpos] >>> 28) | ((in[12 + inpos] & 32767) << (19 - 15))) + out[20 + outpos] = ((in[15 + inpos] >>> 20) | ((in[16 + inpos] & 8191) << (25 - 13))) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[12 + inpos] >>> 15) | ((in[13 + inpos] & 3) << (19 - 2))) + out[21 + outpos] = ((in[16 + inpos] >>> 13) | ((in[17 + inpos] & 63) << (25 - 6))) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[13 + inpos] >>> 2) & 524287)) + out[22 + outpos] = (((in[17 + inpos] >>> 6) & 33554431)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[13 + inpos] >>> 21) | ((in[14 + inpos] & 255) << (19 - 8))) + out[23 + outpos] = ((in[17 + inpos] >>> 31) | ((in[18 + inpos] & 16777215) << (25 - 24))) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[14 + inpos] >>> 8) & 524287)) + out[24 + outpos] = ((in[18 + inpos] >>> 24) | ((in[19 + inpos] & 131071) << (25 - 17))) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[14 + inpos] >>> 27) | ((in[15 + inpos] & 16383) << (19 - 14))) + out[25 + outpos] = ((in[19 + inpos] >>> 17) | ((in[20 + inpos] & 1023) << (25 - 10))) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[15 + inpos] >>> 14) | ((in[16 + inpos] & 1) << (19 - 1))) + out[26 + outpos] = ((in[20 + inpos] >>> 10) | ((in[21 + inpos] & 7) << (25 - 3))) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[16 + inpos] >>> 1) & 524287)) + out[27 + outpos] = (((in[21 + inpos] >>> 3) & 33554431)) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[16 + inpos] >>> 20) | ((in[17 + inpos] & 127) << (19 - 7))) + out[28 + outpos] = ((in[21 + inpos] >>> 28) | ((in[22 + inpos] & 2097151) << (25 - 21))) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[17 + inpos] >>> 7) & 524287)) + out[29 + outpos] = ((in[22 + inpos] >>> 21) | ((in[23 + inpos] & 16383) << (25 - 14))) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[17 + inpos] >>> 26) | ((in[18 + inpos] & 8191) << (19 - 13))) + out[30 + outpos] = ((in[23 + inpos] >>> 14) | ((in[24 + inpos] & 127) << (25 - 7))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[18 + inpos] >>> 13)) + out[31 + outpos] = ((in[24 + inpos] >>> 7)) + out[31 + outpos - 1]; } - protected static void integratedunpack20(final int initoffset, + protected static void integratedunpack26(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 1048575)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 67108863)) + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 20) | ((in[1 + inpos] & 255) << (20 - 8))) + out[1 + outpos] = ((in[0 + inpos] >>> 26) | ((in[1 + inpos] & 1048575) << (26 - 20))) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[1 + inpos] >>> 8) & 1048575)) + out[2 + outpos] = ((in[1 + inpos] >>> 20) | ((in[2 + inpos] & 16383) << (26 - 14))) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 65535) << (20 - 16))) + out[3 + outpos] = ((in[2 + inpos] >>> 14) | ((in[3 + inpos] & 255) << (26 - 8))) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[2 + inpos] >>> 16) | ((in[3 + inpos] & 15) << (20 - 4))) + out[4 + outpos] = ((in[3 + inpos] >>> 8) | ((in[4 + inpos] & 3) << (26 - 2))) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[3 + inpos] >>> 4) & 1048575)) + out[5 + outpos] = (((in[4 + inpos] >>> 2) & 67108863)) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 4095) << (20 - 12))) + out[6 + outpos] = ((in[4 + inpos] >>> 28) | ((in[5 + inpos] & 4194303) << (26 - 22))) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[4 + inpos] >>> 12)) + out[7 + outpos] = ((in[5 + inpos] >>> 22) | ((in[6 + inpos] & 65535) << (26 - 16))) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[5 + inpos] >>> 0) & 1048575)) + out[8 + outpos] = ((in[6 + inpos] >>> 16) | ((in[7 + inpos] & 1023) << (26 - 10))) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[5 + inpos] >>> 20) | ((in[6 + inpos] & 255) << (20 - 8))) + out[9 + outpos] = ((in[7 + inpos] >>> 10) | ((in[8 + inpos] & 15) << (26 - 4))) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[6 + inpos] >>> 8) & 1048575)) + out[10 + outpos] = (((in[8 + inpos] >>> 4) & 67108863)) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[6 + inpos] >>> 28) | ((in[7 + inpos] & 65535) << (20 - 16))) + out[11 + outpos] = ((in[8 + inpos] >>> 30) | ((in[9 + inpos] & 16777215) << (26 - 24))) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[7 + inpos] >>> 16) | ((in[8 + inpos] & 15) << (20 - 4))) + out[12 + outpos] = ((in[9 + inpos] >>> 24) | ((in[10 + inpos] & 262143) << (26 - 18))) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[8 + inpos] >>> 4) & 1048575)) + out[13 + outpos] = ((in[10 + inpos] >>> 18) | ((in[11 + inpos] & 4095) << (26 - 12))) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[8 + inpos] >>> 24) | ((in[9 + inpos] & 4095) << (20 - 12))) + out[14 + outpos] = ((in[11 + inpos] >>> 12) | ((in[12 + inpos] & 63) << (26 - 6))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[9 + inpos] >>> 12)) + out[15 + outpos] = ((in[12 + inpos] >>> 6)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[10 + inpos] >>> 0) & 1048575)) + out[16 + outpos] = (((in[13 + inpos] >>> 0) & 67108863)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[10 + inpos] >>> 20) | ((in[11 + inpos] & 255) << (20 - 8))) + out[17 + outpos] = ((in[13 + inpos] >>> 26) | ((in[14 + inpos] & 1048575) << (26 - 20))) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[11 + inpos] >>> 8) & 1048575)) + out[18 + outpos] = ((in[14 + inpos] >>> 20) | ((in[15 + inpos] & 16383) << (26 - 14))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[11 + inpos] >>> 28) | ((in[12 + inpos] & 65535) << (20 - 16))) + out[19 + outpos] = ((in[15 + inpos] >>> 14) | ((in[16 + inpos] & 255) << (26 - 8))) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[12 + inpos] >>> 16) | ((in[13 + inpos] & 15) << (20 - 4))) + out[20 + outpos] = ((in[16 + inpos] >>> 8) | ((in[17 + inpos] & 3) << (26 - 2))) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[13 + inpos] >>> 4) & 1048575)) + out[21 + outpos] = (((in[17 + inpos] >>> 2) & 67108863)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[13 + inpos] >>> 24) | ((in[14 + inpos] & 4095) << (20 - 12))) + out[22 + outpos] = ((in[17 + inpos] >>> 28) | ((in[18 + inpos] & 4194303) << (26 - 22))) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[14 + inpos] >>> 12)) + out[23 + outpos] = ((in[18 + inpos] >>> 22) | ((in[19 + inpos] & 65535) << (26 - 16))) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[15 + inpos] >>> 0) & 1048575)) + out[24 + outpos] = ((in[19 + inpos] >>> 16) | ((in[20 + inpos] & 1023) << (26 - 10))) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[15 + inpos] >>> 20) | ((in[16 + inpos] & 255) << (20 - 8))) + out[25 + outpos] = ((in[20 + inpos] >>> 10) | ((in[21 + inpos] & 15) << (26 - 4))) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[16 + inpos] >>> 8) & 1048575)) + out[26 + outpos] = (((in[21 + inpos] >>> 4) & 67108863)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[16 + inpos] >>> 28) | ((in[17 + inpos] & 65535) << (20 - 16))) + out[27 + outpos] = ((in[21 + inpos] >>> 30) | ((in[22 + inpos] & 16777215) << (26 - 24))) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[17 + inpos] >>> 16) | ((in[18 + inpos] & 15) << (20 - 4))) + out[28 + outpos] = ((in[22 + inpos] >>> 24) | ((in[23 + inpos] & 262143) << (26 - 18))) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[18 + inpos] >>> 4) & 1048575)) + out[29 + outpos] = ((in[23 + inpos] >>> 18) | ((in[24 + inpos] & 4095) << (26 - 12))) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[18 + inpos] >>> 24) | ((in[19 + inpos] & 4095) << (20 - 12))) + out[30 + outpos] = ((in[24 + inpos] >>> 12) | ((in[25 + inpos] & 63) << (26 - 6))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[19 + inpos] >>> 12)) + out[31 + outpos] = ((in[25 + inpos] >>> 6)) + out[31 + outpos - 1]; } - protected static void integratedunpack21(final int initoffset, + protected static void integratedunpack27(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 2097151)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 134217727)) + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 21) | ((in[1 + inpos] & 1023) << (21 - 10))) + out[1 + outpos] = ((in[0 + inpos] >>> 27) | ((in[1 + inpos] & 4194303) << (27 - 22))) + out[1 + outpos - 1]; - out[2 + outpos] = (((in[1 + inpos] >>> 10) & 2097151)) + out[2 + outpos] = ((in[1 + inpos] >>> 22) | ((in[2 + inpos] & 131071) << (27 - 17))) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[1 + inpos] >>> 31) | ((in[2 + inpos] & 1048575) << (21 - 20))) + out[3 + outpos] = ((in[2 + inpos] >>> 17) | ((in[3 + inpos] & 4095) << (27 - 12))) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[2 + inpos] >>> 20) | ((in[3 + inpos] & 511) << (21 - 9))) + out[4 + outpos] = ((in[3 + inpos] >>> 12) | ((in[4 + inpos] & 127) << (27 - 7))) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[3 + inpos] >>> 9) & 2097151)) + out[5 + outpos] = ((in[4 + inpos] >>> 7) | ((in[5 + inpos] & 3) << (27 - 2))) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 524287) << (21 - 19))) + out[6 + outpos] = (((in[5 + inpos] >>> 2) & 134217727)) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[4 + inpos] >>> 19) | ((in[5 + inpos] & 255) << (21 - 8))) + out[7 + outpos] = ((in[5 + inpos] >>> 29) | ((in[6 + inpos] & 16777215) << (27 - 24))) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[5 + inpos] >>> 8) & 2097151)) + out[8 + outpos] = ((in[6 + inpos] >>> 24) | ((in[7 + inpos] & 524287) << (27 - 19))) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[5 + inpos] >>> 29) | ((in[6 + inpos] & 262143) << (21 - 18))) + out[9 + outpos] = ((in[7 + inpos] >>> 19) | ((in[8 + inpos] & 16383) << (27 - 14))) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[6 + inpos] >>> 18) | ((in[7 + inpos] & 127) << (21 - 7))) + out[10 + outpos] = ((in[8 + inpos] >>> 14) | ((in[9 + inpos] & 511) << (27 - 9))) + out[10 + outpos - 1]; - out[11 + outpos] = (((in[7 + inpos] >>> 7) & 2097151)) + out[11 + outpos] = ((in[9 + inpos] >>> 9) | ((in[10 + inpos] & 15) << (27 - 4))) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 131071) << (21 - 17))) + out[12 + outpos] = (((in[10 + inpos] >>> 4) & 134217727)) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[8 + inpos] >>> 17) | ((in[9 + inpos] & 63) << (21 - 6))) + out[13 + outpos] = ((in[10 + inpos] >>> 31) | ((in[11 + inpos] & 67108863) << (27 - 26))) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[9 + inpos] >>> 6) & 2097151)) + out[14 + outpos] = ((in[11 + inpos] >>> 26) | ((in[12 + inpos] & 2097151) << (27 - 21))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[9 + inpos] >>> 27) | ((in[10 + inpos] & 65535) << (21 - 16))) + out[15 + outpos] = ((in[12 + inpos] >>> 21) | ((in[13 + inpos] & 65535) << (27 - 16))) + out[15 + outpos - 1]; - out[16 + outpos] = ((in[10 + inpos] >>> 16) | ((in[11 + inpos] & 31) << (21 - 5))) + out[16 + outpos] = ((in[13 + inpos] >>> 16) | ((in[14 + inpos] & 2047) << (27 - 11))) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[11 + inpos] >>> 5) & 2097151)) + out[17 + outpos] = ((in[14 + inpos] >>> 11) | ((in[15 + inpos] & 63) << (27 - 6))) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[11 + inpos] >>> 26) | ((in[12 + inpos] & 32767) << (21 - 15))) + out[18 + outpos] = ((in[15 + inpos] >>> 6) | ((in[16 + inpos] & 1) << (27 - 1))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[12 + inpos] >>> 15) | ((in[13 + inpos] & 15) << (21 - 4))) + out[19 + outpos] = (((in[16 + inpos] >>> 1) & 134217727)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[13 + inpos] >>> 4) & 2097151)) + out[20 + outpos] = ((in[16 + inpos] >>> 28) | ((in[17 + inpos] & 8388607) << (27 - 23))) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[13 + inpos] >>> 25) | ((in[14 + inpos] & 16383) << (21 - 14))) + out[21 + outpos] = ((in[17 + inpos] >>> 23) | ((in[18 + inpos] & 262143) << (27 - 18))) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[14 + inpos] >>> 14) | ((in[15 + inpos] & 7) << (21 - 3))) + out[22 + outpos] = ((in[18 + inpos] >>> 18) | ((in[19 + inpos] & 8191) << (27 - 13))) + out[22 + outpos - 1]; - out[23 + outpos] = (((in[15 + inpos] >>> 3) & 2097151)) + out[23 + outpos] = ((in[19 + inpos] >>> 13) | ((in[20 + inpos] & 255) << (27 - 8))) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[15 + inpos] >>> 24) | ((in[16 + inpos] & 8191) << (21 - 13))) + out[24 + outpos] = ((in[20 + inpos] >>> 8) | ((in[21 + inpos] & 7) << (27 - 3))) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[16 + inpos] >>> 13) | ((in[17 + inpos] & 3) << (21 - 2))) + out[25 + outpos] = (((in[21 + inpos] >>> 3) & 134217727)) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[17 + inpos] >>> 2) & 2097151)) + out[26 + outpos] = ((in[21 + inpos] >>> 30) | ((in[22 + inpos] & 33554431) << (27 - 25))) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[17 + inpos] >>> 23) | ((in[18 + inpos] & 4095) << (21 - 12))) + out[27 + outpos] = ((in[22 + inpos] >>> 25) | ((in[23 + inpos] & 1048575) << (27 - 20))) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[18 + inpos] >>> 12) | ((in[19 + inpos] & 1) << (21 - 1))) + out[28 + outpos] = ((in[23 + inpos] >>> 20) | ((in[24 + inpos] & 32767) << (27 - 15))) + out[28 + outpos - 1]; - out[29 + outpos] = (((in[19 + inpos] >>> 1) & 2097151)) + out[29 + outpos] = ((in[24 + inpos] >>> 15) | ((in[25 + inpos] & 1023) << (27 - 10))) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[19 + inpos] >>> 22) | ((in[20 + inpos] & 2047) << (21 - 11))) + out[30 + outpos] = ((in[25 + inpos] >>> 10) | ((in[26 + inpos] & 31) << (27 - 5))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[20 + inpos] >>> 11)) + out[31 + outpos] = ((in[26 + inpos] >>> 5)) + out[31 + outpos - 1]; } - protected static void integratedunpack22(final int initoffset, + protected static void integratedunpack28(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 4194303)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 268435455)) + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 22) | ((in[1 + inpos] & 4095) << (22 - 12))) + out[1 + outpos] = ((in[0 + inpos] >>> 28) | ((in[1 + inpos] & 16777215) << (28 - 24))) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[1 + inpos] >>> 12) | ((in[2 + inpos] & 3) << (22 - 2))) + out[2 + outpos] = ((in[1 + inpos] >>> 24) | ((in[2 + inpos] & 1048575) << (28 - 20))) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[2 + inpos] >>> 2) & 4194303)) + out[3 + outpos] = ((in[2 + inpos] >>> 20) | ((in[3 + inpos] & 65535) << (28 - 16))) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[2 + inpos] >>> 24) | ((in[3 + inpos] & 16383) << (22 - 14))) + out[4 + outpos] = ((in[3 + inpos] >>> 16) | ((in[4 + inpos] & 4095) << (28 - 12))) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[3 + inpos] >>> 14) | ((in[4 + inpos] & 15) << (22 - 4))) + out[5 + outpos] = ((in[4 + inpos] >>> 12) | ((in[5 + inpos] & 255) << (28 - 8))) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[4 + inpos] >>> 4) & 4194303)) + out[6 + outpos] = ((in[5 + inpos] >>> 8) | ((in[6 + inpos] & 15) << (28 - 4))) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[4 + inpos] >>> 26) | ((in[5 + inpos] & 65535) << (22 - 16))) - + out[7 + outpos - 1]; - out[8 + outpos] = ((in[5 + inpos] >>> 16) | ((in[6 + inpos] & 63) << (22 - 6))) + out[7 + outpos] = ((in[6 + inpos] >>> 4)) + out[7 + outpos - 1]; + out[8 + outpos] = (((in[7 + inpos] >>> 0) & 268435455)) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[6 + inpos] >>> 6) & 4194303)) + out[9 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 16777215) << (28 - 24))) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[6 + inpos] >>> 28) | ((in[7 + inpos] & 262143) << (22 - 18))) + out[10 + outpos] = ((in[8 + inpos] >>> 24) | ((in[9 + inpos] & 1048575) << (28 - 20))) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[7 + inpos] >>> 18) | ((in[8 + inpos] & 255) << (22 - 8))) + out[11 + outpos] = ((in[9 + inpos] >>> 20) | ((in[10 + inpos] & 65535) << (28 - 16))) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[8 + inpos] >>> 8) & 4194303)) + out[12 + outpos] = ((in[10 + inpos] >>> 16) | ((in[11 + inpos] & 4095) << (28 - 12))) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[8 + inpos] >>> 30) | ((in[9 + inpos] & 1048575) << (22 - 20))) + out[13 + outpos] = ((in[11 + inpos] >>> 12) | ((in[12 + inpos] & 255) << (28 - 8))) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[9 + inpos] >>> 20) | ((in[10 + inpos] & 1023) << (22 - 10))) + out[14 + outpos] = ((in[12 + inpos] >>> 8) | ((in[13 + inpos] & 15) << (28 - 4))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[10 + inpos] >>> 10)) + out[15 + outpos] = ((in[13 + inpos] >>> 4)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[11 + inpos] >>> 0) & 4194303)) + out[16 + outpos] = (((in[14 + inpos] >>> 0) & 268435455)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[11 + inpos] >>> 22) | ((in[12 + inpos] & 4095) << (22 - 12))) + out[17 + outpos] = ((in[14 + inpos] >>> 28) | ((in[15 + inpos] & 16777215) << (28 - 24))) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[12 + inpos] >>> 12) | ((in[13 + inpos] & 3) << (22 - 2))) + out[18 + outpos] = ((in[15 + inpos] >>> 24) | ((in[16 + inpos] & 1048575) << (28 - 20))) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[13 + inpos] >>> 2) & 4194303)) + out[19 + outpos] = ((in[16 + inpos] >>> 20) | ((in[17 + inpos] & 65535) << (28 - 16))) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[13 + inpos] >>> 24) | ((in[14 + inpos] & 16383) << (22 - 14))) + out[20 + outpos] = ((in[17 + inpos] >>> 16) | ((in[18 + inpos] & 4095) << (28 - 12))) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[14 + inpos] >>> 14) | ((in[15 + inpos] & 15) << (22 - 4))) + out[21 + outpos] = ((in[18 + inpos] >>> 12) | ((in[19 + inpos] & 255) << (28 - 8))) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[15 + inpos] >>> 4) & 4194303)) + out[22 + outpos] = ((in[19 + inpos] >>> 8) | ((in[20 + inpos] & 15) << (28 - 4))) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[15 + inpos] >>> 26) | ((in[16 + inpos] & 65535) << (22 - 16))) + out[23 + outpos] = ((in[20 + inpos] >>> 4)) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[16 + inpos] >>> 16) | ((in[17 + inpos] & 63) << (22 - 6))) + out[24 + outpos] = (((in[21 + inpos] >>> 0) & 268435455)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[17 + inpos] >>> 6) & 4194303)) + out[25 + outpos] = ((in[21 + inpos] >>> 28) | ((in[22 + inpos] & 16777215) << (28 - 24))) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[17 + inpos] >>> 28) | ((in[18 + inpos] & 262143) << (22 - 18))) + out[26 + outpos] = ((in[22 + inpos] >>> 24) | ((in[23 + inpos] & 1048575) << (28 - 20))) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[18 + inpos] >>> 18) | ((in[19 + inpos] & 255) << (22 - 8))) + out[27 + outpos] = ((in[23 + inpos] >>> 20) | ((in[24 + inpos] & 65535) << (28 - 16))) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[19 + inpos] >>> 8) & 4194303)) + out[28 + outpos] = ((in[24 + inpos] >>> 16) | ((in[25 + inpos] & 4095) << (28 - 12))) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[19 + inpos] >>> 30) | ((in[20 + inpos] & 1048575) << (22 - 20))) + out[29 + outpos] = ((in[25 + inpos] >>> 12) | ((in[26 + inpos] & 255) << (28 - 8))) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[20 + inpos] >>> 20) | ((in[21 + inpos] & 1023) << (22 - 10))) + out[30 + outpos] = ((in[26 + inpos] >>> 8) | ((in[27 + inpos] & 15) << (28 - 4))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[21 + inpos] >>> 10)) + out[31 + outpos] = ((in[27 + inpos] >>> 4)) + out[31 + outpos - 1]; } - protected static void integratedunpack23(final int initoffset, + protected static void integratedunpack29(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 8388607)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 536870911)) + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 23) | ((in[1 + inpos] & 16383) << (23 - 14))) + out[1 + outpos] = ((in[0 + inpos] >>> 29) | ((in[1 + inpos] & 67108863) << (29 - 26))) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[1 + inpos] >>> 14) | ((in[2 + inpos] & 31) << (23 - 5))) + out[2 + outpos] = ((in[1 + inpos] >>> 26) | ((in[2 + inpos] & 8388607) << (29 - 23))) + out[2 + outpos - 1]; - out[3 + outpos] = (((in[2 + inpos] >>> 5) & 8388607)) + out[3 + outpos] = ((in[2 + inpos] >>> 23) | ((in[3 + inpos] & 1048575) << (29 - 20))) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[2 + inpos] >>> 28) | ((in[3 + inpos] & 524287) << (23 - 19))) + out[4 + outpos] = ((in[3 + inpos] >>> 20) | ((in[4 + inpos] & 131071) << (29 - 17))) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[3 + inpos] >>> 19) | ((in[4 + inpos] & 1023) << (23 - 10))) + out[5 + outpos] = ((in[4 + inpos] >>> 17) | ((in[5 + inpos] & 16383) << (29 - 14))) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[4 + inpos] >>> 10) | ((in[5 + inpos] & 1) << (23 - 1))) + out[6 + outpos] = ((in[5 + inpos] >>> 14) | ((in[6 + inpos] & 2047) << (29 - 11))) + out[6 + outpos - 1]; - out[7 + outpos] = (((in[5 + inpos] >>> 1) & 8388607)) + out[7 + outpos] = ((in[6 + inpos] >>> 11) | ((in[7 + inpos] & 255) << (29 - 8))) + out[7 + outpos - 1]; - out[8 + outpos] = ((in[5 + inpos] >>> 24) | ((in[6 + inpos] & 32767) << (23 - 15))) + out[8 + outpos] = ((in[7 + inpos] >>> 8) | ((in[8 + inpos] & 31) << (29 - 5))) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[6 + inpos] >>> 15) | ((in[7 + inpos] & 63) << (23 - 6))) + out[9 + outpos] = ((in[8 + inpos] >>> 5) | ((in[9 + inpos] & 3) << (29 - 2))) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[7 + inpos] >>> 6) & 8388607)) + out[10 + outpos] = (((in[9 + inpos] >>> 2) & 536870911)) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[7 + inpos] >>> 29) | ((in[8 + inpos] & 1048575) << (23 - 20))) + out[11 + outpos] = ((in[9 + inpos] >>> 31) | ((in[10 + inpos] & 268435455) << (29 - 28))) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[8 + inpos] >>> 20) | ((in[9 + inpos] & 2047) << (23 - 11))) + out[12 + outpos] = ((in[10 + inpos] >>> 28) | ((in[11 + inpos] & 33554431) << (29 - 25))) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[9 + inpos] >>> 11) | ((in[10 + inpos] & 3) << (23 - 2))) + out[13 + outpos] = ((in[11 + inpos] >>> 25) | ((in[12 + inpos] & 4194303) << (29 - 22))) + out[13 + outpos - 1]; - out[14 + outpos] = (((in[10 + inpos] >>> 2) & 8388607)) + out[14 + outpos] = ((in[12 + inpos] >>> 22) | ((in[13 + inpos] & 524287) << (29 - 19))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[10 + inpos] >>> 25) | ((in[11 + inpos] & 65535) << (23 - 16))) + out[15 + outpos] = ((in[13 + inpos] >>> 19) | ((in[14 + inpos] & 65535) << (29 - 16))) + out[15 + outpos - 1]; - out[16 + outpos] = ((in[11 + inpos] >>> 16) | ((in[12 + inpos] & 127) << (23 - 7))) + out[16 + outpos] = ((in[14 + inpos] >>> 16) | ((in[15 + inpos] & 8191) << (29 - 13))) + out[16 + outpos - 1]; - out[17 + outpos] = (((in[12 + inpos] >>> 7) & 8388607)) + out[17 + outpos] = ((in[15 + inpos] >>> 13) | ((in[16 + inpos] & 1023) << (29 - 10))) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[12 + inpos] >>> 30) | ((in[13 + inpos] & 2097151) << (23 - 21))) + out[18 + outpos] = ((in[16 + inpos] >>> 10) | ((in[17 + inpos] & 127) << (29 - 7))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[13 + inpos] >>> 21) | ((in[14 + inpos] & 4095) << (23 - 12))) + out[19 + outpos] = ((in[17 + inpos] >>> 7) | ((in[18 + inpos] & 15) << (29 - 4))) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[14 + inpos] >>> 12) | ((in[15 + inpos] & 7) << (23 - 3))) + out[20 + outpos] = ((in[18 + inpos] >>> 4) | ((in[19 + inpos] & 1) << (29 - 1))) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[15 + inpos] >>> 3) & 8388607)) + out[21 + outpos] = (((in[19 + inpos] >>> 1) & 536870911)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[15 + inpos] >>> 26) | ((in[16 + inpos] & 131071) << (23 - 17))) + out[22 + outpos] = ((in[19 + inpos] >>> 30) | ((in[20 + inpos] & 134217727) << (29 - 27))) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[16 + inpos] >>> 17) | ((in[17 + inpos] & 255) << (23 - 8))) + out[23 + outpos] = ((in[20 + inpos] >>> 27) | ((in[21 + inpos] & 16777215) << (29 - 24))) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[17 + inpos] >>> 8) & 8388607)) + out[24 + outpos] = ((in[21 + inpos] >>> 24) | ((in[22 + inpos] & 2097151) << (29 - 21))) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[17 + inpos] >>> 31) | ((in[18 + inpos] & 4194303) << (23 - 22))) + out[25 + outpos] = ((in[22 + inpos] >>> 21) | ((in[23 + inpos] & 262143) << (29 - 18))) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[18 + inpos] >>> 22) | ((in[19 + inpos] & 8191) << (23 - 13))) + out[26 + outpos] = ((in[23 + inpos] >>> 18) | ((in[24 + inpos] & 32767) << (29 - 15))) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[19 + inpos] >>> 13) | ((in[20 + inpos] & 15) << (23 - 4))) + out[27 + outpos] = ((in[24 + inpos] >>> 15) | ((in[25 + inpos] & 4095) << (29 - 12))) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[20 + inpos] >>> 4) & 8388607)) + out[28 + outpos] = ((in[25 + inpos] >>> 12) | ((in[26 + inpos] & 511) << (29 - 9))) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[20 + inpos] >>> 27) | ((in[21 + inpos] & 262143) << (23 - 18))) + out[29 + outpos] = ((in[26 + inpos] >>> 9) | ((in[27 + inpos] & 63) << (29 - 6))) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[21 + inpos] >>> 18) | ((in[22 + inpos] & 511) << (23 - 9))) + out[30 + outpos] = ((in[27 + inpos] >>> 6) | ((in[28 + inpos] & 7) << (29 - 3))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[22 + inpos] >>> 9)) + out[31 + outpos] = ((in[28 + inpos] >>> 3)) + out[31 + outpos - 1]; } - protected static void integratedunpack24(final int initoffset, + protected static void integratedunpack3(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 16777215)) - + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 24) | ((in[1 + inpos] & 65535) << (24 - 16))) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 7)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 3) & 7)) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[1 + inpos] >>> 16) | ((in[2 + inpos] & 255) << (24 - 8))) + out[2 + outpos] = (((in[0 + inpos] >>> 6) & 7)) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[2 + inpos] >>> 8)) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[3 + inpos] >>> 0) & 16777215)) + out[3 + outpos] = (((in[0 + inpos] >>> 9) & 7)) + + out[3 + outpos - 1]; + out[4 + outpos] = (((in[0 + inpos] >>> 12) & 7)) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 65535) << (24 - 16))) + out[5 + outpos] = (((in[0 + inpos] >>> 15) & 7)) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[4 + inpos] >>> 16) | ((in[5 + inpos] & 255) << (24 - 8))) + out[6 + outpos] = (((in[0 + inpos] >>> 18) & 7)) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[5 + inpos] >>> 8)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[6 + inpos] >>> 0) & 16777215)) + out[7 + outpos] = (((in[0 + inpos] >>> 21) & 7)) + + out[7 + outpos - 1]; + out[8 + outpos] = (((in[0 + inpos] >>> 24) & 7)) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[6 + inpos] >>> 24) | ((in[7 + inpos] & 65535) << (24 - 16))) + out[9 + outpos] = (((in[0 + inpos] >>> 27) & 7)) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[7 + inpos] >>> 16) | ((in[8 + inpos] & 255) << (24 - 8))) + out[10 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 1) << (3 - 1))) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[8 + inpos] >>> 8)) + out[11 + outpos] = (((in[1 + inpos] >>> 1) & 7)) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[9 + inpos] >>> 0) & 16777215)) + out[12 + outpos] = (((in[1 + inpos] >>> 4) & 7)) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[9 + inpos] >>> 24) | ((in[10 + inpos] & 65535) << (24 - 16))) + out[13 + outpos] = (((in[1 + inpos] >>> 7) & 7)) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[10 + inpos] >>> 16) | ((in[11 + inpos] & 255) << (24 - 8))) + out[14 + outpos] = (((in[1 + inpos] >>> 10) & 7)) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[11 + inpos] >>> 8)) + out[15 + outpos] = (((in[1 + inpos] >>> 13) & 7)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[12 + inpos] >>> 0) & 16777215)) + out[16 + outpos] = (((in[1 + inpos] >>> 16) & 7)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[12 + inpos] >>> 24) | ((in[13 + inpos] & 65535) << (24 - 16))) + out[17 + outpos] = (((in[1 + inpos] >>> 19) & 7)) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[13 + inpos] >>> 16) | ((in[14 + inpos] & 255) << (24 - 8))) + out[18 + outpos] = (((in[1 + inpos] >>> 22) & 7)) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[14 + inpos] >>> 8)) + out[19 + outpos] = (((in[1 + inpos] >>> 25) & 7)) + out[19 + outpos - 1]; - out[20 + outpos] = (((in[15 + inpos] >>> 0) & 16777215)) + out[20 + outpos] = (((in[1 + inpos] >>> 28) & 7)) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[15 + inpos] >>> 24) | ((in[16 + inpos] & 65535) << (24 - 16))) + out[21 + outpos] = ((in[1 + inpos] >>> 31) | ((in[2 + inpos] & 3) << (3 - 2))) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[16 + inpos] >>> 16) | ((in[17 + inpos] & 255) << (24 - 8))) + out[22 + outpos] = (((in[2 + inpos] >>> 2) & 7)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[17 + inpos] >>> 8)) + out[23 + outpos] = (((in[2 + inpos] >>> 5) & 7)) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[18 + inpos] >>> 0) & 16777215)) + out[24 + outpos] = (((in[2 + inpos] >>> 8) & 7)) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[18 + inpos] >>> 24) | ((in[19 + inpos] & 65535) << (24 - 16))) + out[25 + outpos] = (((in[2 + inpos] >>> 11) & 7)) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[19 + inpos] >>> 16) | ((in[20 + inpos] & 255) << (24 - 8))) + out[26 + outpos] = (((in[2 + inpos] >>> 14) & 7)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[20 + inpos] >>> 8)) + out[27 + outpos] = (((in[2 + inpos] >>> 17) & 7)) + out[27 + outpos - 1]; - out[28 + outpos] = (((in[21 + inpos] >>> 0) & 16777215)) + out[28 + outpos] = (((in[2 + inpos] >>> 20) & 7)) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[21 + inpos] >>> 24) | ((in[22 + inpos] & 65535) << (24 - 16))) + out[29 + outpos] = (((in[2 + inpos] >>> 23) & 7)) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[22 + inpos] >>> 16) | ((in[23 + inpos] & 255) << (24 - 8))) + out[30 + outpos] = (((in[2 + inpos] >>> 26) & 7)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[23 + inpos] >>> 8)) + out[31 + outpos] = ((in[2 + inpos] >>> 29)) + out[31 + outpos - 1]; } - protected static void integratedunpack25(final int initoffset, + protected static void integratedunpack30(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 33554431)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 1073741823)) + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 25) | ((in[1 + inpos] & 262143) << (25 - 18))) + out[1 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 268435455) << (30 - 28))) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[1 + inpos] >>> 18) | ((in[2 + inpos] & 2047) << (25 - 11))) + out[2 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 67108863) << (30 - 26))) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[2 + inpos] >>> 11) | ((in[3 + inpos] & 15) << (25 - 4))) + out[3 + outpos] = ((in[2 + inpos] >>> 26) | ((in[3 + inpos] & 16777215) << (30 - 24))) + out[3 + outpos - 1]; - out[4 + outpos] = (((in[3 + inpos] >>> 4) & 33554431)) + out[4 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 4194303) << (30 - 22))) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[3 + inpos] >>> 29) | ((in[4 + inpos] & 4194303) << (25 - 22))) + out[5 + outpos] = ((in[4 + inpos] >>> 22) | ((in[5 + inpos] & 1048575) << (30 - 20))) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[4 + inpos] >>> 22) | ((in[5 + inpos] & 32767) << (25 - 15))) + out[6 + outpos] = ((in[5 + inpos] >>> 20) | ((in[6 + inpos] & 262143) << (30 - 18))) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[5 + inpos] >>> 15) | ((in[6 + inpos] & 255) << (25 - 8))) + out[7 + outpos] = ((in[6 + inpos] >>> 18) | ((in[7 + inpos] & 65535) << (30 - 16))) + out[7 + outpos - 1]; - out[8 + outpos] = ((in[6 + inpos] >>> 8) | ((in[7 + inpos] & 1) << (25 - 1))) + out[8 + outpos] = ((in[7 + inpos] >>> 16) | ((in[8 + inpos] & 16383) << (30 - 14))) + out[8 + outpos - 1]; - out[9 + outpos] = (((in[7 + inpos] >>> 1) & 33554431)) + out[9 + outpos] = ((in[8 + inpos] >>> 14) | ((in[9 + inpos] & 4095) << (30 - 12))) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[7 + inpos] >>> 26) | ((in[8 + inpos] & 524287) << (25 - 19))) + out[10 + outpos] = ((in[9 + inpos] >>> 12) | ((in[10 + inpos] & 1023) << (30 - 10))) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[8 + inpos] >>> 19) | ((in[9 + inpos] & 4095) << (25 - 12))) + out[11 + outpos] = ((in[10 + inpos] >>> 10) | ((in[11 + inpos] & 255) << (30 - 8))) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[9 + inpos] >>> 12) | ((in[10 + inpos] & 31) << (25 - 5))) + out[12 + outpos] = ((in[11 + inpos] >>> 8) | ((in[12 + inpos] & 63) << (30 - 6))) + out[12 + outpos - 1]; - out[13 + outpos] = (((in[10 + inpos] >>> 5) & 33554431)) + out[13 + outpos] = ((in[12 + inpos] >>> 6) | ((in[13 + inpos] & 15) << (30 - 4))) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[10 + inpos] >>> 30) | ((in[11 + inpos] & 8388607) << (25 - 23))) + out[14 + outpos] = ((in[13 + inpos] >>> 4) | ((in[14 + inpos] & 3) << (30 - 2))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[11 + inpos] >>> 23) | ((in[12 + inpos] & 65535) << (25 - 16))) + out[15 + outpos] = ((in[14 + inpos] >>> 2)) + out[15 + outpos - 1]; - out[16 + outpos] = ((in[12 + inpos] >>> 16) | ((in[13 + inpos] & 511) << (25 - 9))) + out[16 + outpos] = (((in[15 + inpos] >>> 0) & 1073741823)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[13 + inpos] >>> 9) | ((in[14 + inpos] & 3) << (25 - 2))) + out[17 + outpos] = ((in[15 + inpos] >>> 30) | ((in[16 + inpos] & 268435455) << (30 - 28))) + out[17 + outpos - 1]; - out[18 + outpos] = (((in[14 + inpos] >>> 2) & 33554431)) + out[18 + outpos] = ((in[16 + inpos] >>> 28) | ((in[17 + inpos] & 67108863) << (30 - 26))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[14 + inpos] >>> 27) | ((in[15 + inpos] & 1048575) << (25 - 20))) + out[19 + outpos] = ((in[17 + inpos] >>> 26) | ((in[18 + inpos] & 16777215) << (30 - 24))) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[15 + inpos] >>> 20) | ((in[16 + inpos] & 8191) << (25 - 13))) + out[20 + outpos] = ((in[18 + inpos] >>> 24) | ((in[19 + inpos] & 4194303) << (30 - 22))) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[16 + inpos] >>> 13) | ((in[17 + inpos] & 63) << (25 - 6))) + out[21 + outpos] = ((in[19 + inpos] >>> 22) | ((in[20 + inpos] & 1048575) << (30 - 20))) + out[21 + outpos - 1]; - out[22 + outpos] = (((in[17 + inpos] >>> 6) & 33554431)) + out[22 + outpos] = ((in[20 + inpos] >>> 20) | ((in[21 + inpos] & 262143) << (30 - 18))) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[17 + inpos] >>> 31) | ((in[18 + inpos] & 16777215) << (25 - 24))) + out[23 + outpos] = ((in[21 + inpos] >>> 18) | ((in[22 + inpos] & 65535) << (30 - 16))) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[18 + inpos] >>> 24) | ((in[19 + inpos] & 131071) << (25 - 17))) + out[24 + outpos] = ((in[22 + inpos] >>> 16) | ((in[23 + inpos] & 16383) << (30 - 14))) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[19 + inpos] >>> 17) | ((in[20 + inpos] & 1023) << (25 - 10))) + out[25 + outpos] = ((in[23 + inpos] >>> 14) | ((in[24 + inpos] & 4095) << (30 - 12))) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[20 + inpos] >>> 10) | ((in[21 + inpos] & 7) << (25 - 3))) + out[26 + outpos] = ((in[24 + inpos] >>> 12) | ((in[25 + inpos] & 1023) << (30 - 10))) + out[26 + outpos - 1]; - out[27 + outpos] = (((in[21 + inpos] >>> 3) & 33554431)) + out[27 + outpos] = ((in[25 + inpos] >>> 10) | ((in[26 + inpos] & 255) << (30 - 8))) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[21 + inpos] >>> 28) | ((in[22 + inpos] & 2097151) << (25 - 21))) + out[28 + outpos] = ((in[26 + inpos] >>> 8) | ((in[27 + inpos] & 63) << (30 - 6))) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[22 + inpos] >>> 21) | ((in[23 + inpos] & 16383) << (25 - 14))) + out[29 + outpos] = ((in[27 + inpos] >>> 6) | ((in[28 + inpos] & 15) << (30 - 4))) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[23 + inpos] >>> 14) | ((in[24 + inpos] & 127) << (25 - 7))) + out[30 + outpos] = ((in[28 + inpos] >>> 4) | ((in[29 + inpos] & 3) << (30 - 2))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[24 + inpos] >>> 7)) + out[31 + outpos] = ((in[29 + inpos] >>> 2)) + out[31 + outpos - 1]; } - protected static void integratedunpack26(final int initoffset, + protected static void integratedunpack31(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 67108863)) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 2147483647)) + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 26) | ((in[1 + inpos] & 1048575) << (26 - 20))) + out[1 + outpos] = ((in[0 + inpos] >>> 31) | ((in[1 + inpos] & 1073741823) << (31 - 30))) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[1 + inpos] >>> 20) | ((in[2 + inpos] & 16383) << (26 - 14))) + out[2 + outpos] = ((in[1 + inpos] >>> 30) | ((in[2 + inpos] & 536870911) << (31 - 29))) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[2 + inpos] >>> 14) | ((in[3 + inpos] & 255) << (26 - 8))) + out[3 + outpos] = ((in[2 + inpos] >>> 29) | ((in[3 + inpos] & 268435455) << (31 - 28))) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[3 + inpos] >>> 8) | ((in[4 + inpos] & 3) << (26 - 2))) + out[4 + outpos] = ((in[3 + inpos] >>> 28) | ((in[4 + inpos] & 134217727) << (31 - 27))) + out[4 + outpos - 1]; - out[5 + outpos] = (((in[4 + inpos] >>> 2) & 67108863)) + out[5 + outpos] = ((in[4 + inpos] >>> 27) | ((in[5 + inpos] & 67108863) << (31 - 26))) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[4 + inpos] >>> 28) | ((in[5 + inpos] & 4194303) << (26 - 22))) + out[6 + outpos] = ((in[5 + inpos] >>> 26) | ((in[6 + inpos] & 33554431) << (31 - 25))) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[5 + inpos] >>> 22) | ((in[6 + inpos] & 65535) << (26 - 16))) + out[7 + outpos] = ((in[6 + inpos] >>> 25) | ((in[7 + inpos] & 16777215) << (31 - 24))) + out[7 + outpos - 1]; - out[8 + outpos] = ((in[6 + inpos] >>> 16) | ((in[7 + inpos] & 1023) << (26 - 10))) + out[8 + outpos] = ((in[7 + inpos] >>> 24) | ((in[8 + inpos] & 8388607) << (31 - 23))) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[7 + inpos] >>> 10) | ((in[8 + inpos] & 15) << (26 - 4))) + out[9 + outpos] = ((in[8 + inpos] >>> 23) | ((in[9 + inpos] & 4194303) << (31 - 22))) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[8 + inpos] >>> 4) & 67108863)) + out[10 + outpos] = ((in[9 + inpos] >>> 22) | ((in[10 + inpos] & 2097151) << (31 - 21))) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[8 + inpos] >>> 30) | ((in[9 + inpos] & 16777215) << (26 - 24))) + out[11 + outpos] = ((in[10 + inpos] >>> 21) | ((in[11 + inpos] & 1048575) << (31 - 20))) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[9 + inpos] >>> 24) | ((in[10 + inpos] & 262143) << (26 - 18))) + out[12 + outpos] = ((in[11 + inpos] >>> 20) | ((in[12 + inpos] & 524287) << (31 - 19))) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[10 + inpos] >>> 18) | ((in[11 + inpos] & 4095) << (26 - 12))) + out[13 + outpos] = ((in[12 + inpos] >>> 19) | ((in[13 + inpos] & 262143) << (31 - 18))) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[11 + inpos] >>> 12) | ((in[12 + inpos] & 63) << (26 - 6))) + out[14 + outpos] = ((in[13 + inpos] >>> 18) | ((in[14 + inpos] & 131071) << (31 - 17))) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[12 + inpos] >>> 6)) + out[15 + outpos] = ((in[14 + inpos] >>> 17) | ((in[15 + inpos] & 65535) << (31 - 16))) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[13 + inpos] >>> 0) & 67108863)) + out[16 + outpos] = ((in[15 + inpos] >>> 16) | ((in[16 + inpos] & 32767) << (31 - 15))) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[13 + inpos] >>> 26) | ((in[14 + inpos] & 1048575) << (26 - 20))) + out[17 + outpos] = ((in[16 + inpos] >>> 15) | ((in[17 + inpos] & 16383) << (31 - 14))) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[14 + inpos] >>> 20) | ((in[15 + inpos] & 16383) << (26 - 14))) + out[18 + outpos] = ((in[17 + inpos] >>> 14) | ((in[18 + inpos] & 8191) << (31 - 13))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[15 + inpos] >>> 14) | ((in[16 + inpos] & 255) << (26 - 8))) + out[19 + outpos] = ((in[18 + inpos] >>> 13) | ((in[19 + inpos] & 4095) << (31 - 12))) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[16 + inpos] >>> 8) | ((in[17 + inpos] & 3) << (26 - 2))) + out[20 + outpos] = ((in[19 + inpos] >>> 12) | ((in[20 + inpos] & 2047) << (31 - 11))) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[17 + inpos] >>> 2) & 67108863)) + out[21 + outpos] = ((in[20 + inpos] >>> 11) | ((in[21 + inpos] & 1023) << (31 - 10))) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[17 + inpos] >>> 28) | ((in[18 + inpos] & 4194303) << (26 - 22))) + out[22 + outpos] = ((in[21 + inpos] >>> 10) | ((in[22 + inpos] & 511) << (31 - 9))) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[18 + inpos] >>> 22) | ((in[19 + inpos] & 65535) << (26 - 16))) + out[23 + outpos] = ((in[22 + inpos] >>> 9) | ((in[23 + inpos] & 255) << (31 - 8))) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[19 + inpos] >>> 16) | ((in[20 + inpos] & 1023) << (26 - 10))) + out[24 + outpos] = ((in[23 + inpos] >>> 8) | ((in[24 + inpos] & 127) << (31 - 7))) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[20 + inpos] >>> 10) | ((in[21 + inpos] & 15) << (26 - 4))) + out[25 + outpos] = ((in[24 + inpos] >>> 7) | ((in[25 + inpos] & 63) << (31 - 6))) + out[25 + outpos - 1]; - out[26 + outpos] = (((in[21 + inpos] >>> 4) & 67108863)) + out[26 + outpos] = ((in[25 + inpos] >>> 6) | ((in[26 + inpos] & 31) << (31 - 5))) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[21 + inpos] >>> 30) | ((in[22 + inpos] & 16777215) << (26 - 24))) + out[27 + outpos] = ((in[26 + inpos] >>> 5) | ((in[27 + inpos] & 15) << (31 - 4))) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[22 + inpos] >>> 24) | ((in[23 + inpos] & 262143) << (26 - 18))) + out[28 + outpos] = ((in[27 + inpos] >>> 4) | ((in[28 + inpos] & 7) << (31 - 3))) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[23 + inpos] >>> 18) | ((in[24 + inpos] & 4095) << (26 - 12))) + out[29 + outpos] = ((in[28 + inpos] >>> 3) | ((in[29 + inpos] & 3) << (31 - 2))) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[24 + inpos] >>> 12) | ((in[25 + inpos] & 63) << (26 - 6))) + out[30 + outpos] = ((in[29 + inpos] >>> 2) | ((in[30 + inpos] & 1) << (31 - 1))) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[25 + inpos] >>> 6)) + out[31 + outpos] = ((in[30 + inpos] >>> 1)) + out[31 + outpos - 1]; } - protected static void integratedunpack27(final int initoffset, + protected static void integratedunpack32(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 134217727)) - + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 27) | ((in[1 + inpos] & 4194303) << (27 - 22))) - + out[1 + outpos - 1]; - out[2 + outpos] = ((in[1 + inpos] >>> 22) | ((in[2 + inpos] & 131071) << (27 - 17))) - + out[2 + outpos - 1]; - out[3 + outpos] = ((in[2 + inpos] >>> 17) | ((in[3 + inpos] & 4095) << (27 - 12))) + System.arraycopy(in, inpos, out, outpos, 32); // no sense in + // doing delta + // coding + } + + protected static void integratedunpack4(final int initoffset, + final int[] in, int inpos, final int[] out, int outpos) { + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 15)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 4) & 15)) + + out[1 + outpos - 1]; + out[2 + outpos] = (((in[0 + inpos] >>> 8) & 15)) + + out[2 + outpos - 1]; + out[3 + outpos] = (((in[0 + inpos] >>> 12) & 15)) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[3 + inpos] >>> 12) | ((in[4 + inpos] & 127) << (27 - 7))) + out[4 + outpos] = (((in[0 + inpos] >>> 16) & 15)) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[4 + inpos] >>> 7) | ((in[5 + inpos] & 3) << (27 - 2))) + out[5 + outpos] = (((in[0 + inpos] >>> 20) & 15)) + out[5 + outpos - 1]; - out[6 + outpos] = (((in[5 + inpos] >>> 2) & 134217727)) + out[6 + outpos] = (((in[0 + inpos] >>> 24) & 15)) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[5 + inpos] >>> 29) | ((in[6 + inpos] & 16777215) << (27 - 24))) + out[7 + outpos] = ((in[0 + inpos] >>> 28)) + out[7 + outpos - 1]; - out[8 + outpos] = ((in[6 + inpos] >>> 24) | ((in[7 + inpos] & 524287) << (27 - 19))) + out[8 + outpos] = (((in[1 + inpos] >>> 0) & 15)) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[7 + inpos] >>> 19) | ((in[8 + inpos] & 16383) << (27 - 14))) + out[9 + outpos] = (((in[1 + inpos] >>> 4) & 15)) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[8 + inpos] >>> 14) | ((in[9 + inpos] & 511) << (27 - 9))) + out[10 + outpos] = (((in[1 + inpos] >>> 8) & 15)) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[9 + inpos] >>> 9) | ((in[10 + inpos] & 15) << (27 - 4))) + out[11 + outpos] = (((in[1 + inpos] >>> 12) & 15)) + out[11 + outpos - 1]; - out[12 + outpos] = (((in[10 + inpos] >>> 4) & 134217727)) + out[12 + outpos] = (((in[1 + inpos] >>> 16) & 15)) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[10 + inpos] >>> 31) | ((in[11 + inpos] & 67108863) << (27 - 26))) + out[13 + outpos] = (((in[1 + inpos] >>> 20) & 15)) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[11 + inpos] >>> 26) | ((in[12 + inpos] & 2097151) << (27 - 21))) + out[14 + outpos] = (((in[1 + inpos] >>> 24) & 15)) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[12 + inpos] >>> 21) | ((in[13 + inpos] & 65535) << (27 - 16))) + out[15 + outpos] = ((in[1 + inpos] >>> 28)) + out[15 + outpos - 1]; - out[16 + outpos] = ((in[13 + inpos] >>> 16) | ((in[14 + inpos] & 2047) << (27 - 11))) + out[16 + outpos] = (((in[2 + inpos] >>> 0) & 15)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[14 + inpos] >>> 11) | ((in[15 + inpos] & 63) << (27 - 6))) + out[17 + outpos] = (((in[2 + inpos] >>> 4) & 15)) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[15 + inpos] >>> 6) | ((in[16 + inpos] & 1) << (27 - 1))) + out[18 + outpos] = (((in[2 + inpos] >>> 8) & 15)) + out[18 + outpos - 1]; - out[19 + outpos] = (((in[16 + inpos] >>> 1) & 134217727)) + out[19 + outpos] = (((in[2 + inpos] >>> 12) & 15)) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[16 + inpos] >>> 28) | ((in[17 + inpos] & 8388607) << (27 - 23))) + out[20 + outpos] = (((in[2 + inpos] >>> 16) & 15)) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[17 + inpos] >>> 23) | ((in[18 + inpos] & 262143) << (27 - 18))) + out[21 + outpos] = (((in[2 + inpos] >>> 20) & 15)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[18 + inpos] >>> 18) | ((in[19 + inpos] & 8191) << (27 - 13))) + out[22 + outpos] = (((in[2 + inpos] >>> 24) & 15)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[19 + inpos] >>> 13) | ((in[20 + inpos] & 255) << (27 - 8))) + out[23 + outpos] = ((in[2 + inpos] >>> 28)) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[20 + inpos] >>> 8) | ((in[21 + inpos] & 7) << (27 - 3))) + out[24 + outpos] = (((in[3 + inpos] >>> 0) & 15)) + out[24 + outpos - 1]; - out[25 + outpos] = (((in[21 + inpos] >>> 3) & 134217727)) + out[25 + outpos] = (((in[3 + inpos] >>> 4) & 15)) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[21 + inpos] >>> 30) | ((in[22 + inpos] & 33554431) << (27 - 25))) + out[26 + outpos] = (((in[3 + inpos] >>> 8) & 15)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[22 + inpos] >>> 25) | ((in[23 + inpos] & 1048575) << (27 - 20))) + out[27 + outpos] = (((in[3 + inpos] >>> 12) & 15)) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[23 + inpos] >>> 20) | ((in[24 + inpos] & 32767) << (27 - 15))) + out[28 + outpos] = (((in[3 + inpos] >>> 16) & 15)) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[24 + inpos] >>> 15) | ((in[25 + inpos] & 1023) << (27 - 10))) + out[29 + outpos] = (((in[3 + inpos] >>> 20) & 15)) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[25 + inpos] >>> 10) | ((in[26 + inpos] & 31) << (27 - 5))) + out[30 + outpos] = (((in[3 + inpos] >>> 24) & 15)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[26 + inpos] >>> 5)) + out[31 + outpos] = ((in[3 + inpos] >>> 28)) + out[31 + outpos - 1]; } - protected static void integratedunpack28(final int initoffset, + protected static void integratedunpack5(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 268435455)) - + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 28) | ((in[1 + inpos] & 16777215) << (28 - 24))) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 31)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 5) & 31)) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[1 + inpos] >>> 24) | ((in[2 + inpos] & 1048575) << (28 - 20))) + out[2 + outpos] = (((in[0 + inpos] >>> 10) & 31)) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[2 + inpos] >>> 20) | ((in[3 + inpos] & 65535) << (28 - 16))) + out[3 + outpos] = (((in[0 + inpos] >>> 15) & 31)) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[3 + inpos] >>> 16) | ((in[4 + inpos] & 4095) << (28 - 12))) + out[4 + outpos] = (((in[0 + inpos] >>> 20) & 31)) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[4 + inpos] >>> 12) | ((in[5 + inpos] & 255) << (28 - 8))) + out[5 + outpos] = (((in[0 + inpos] >>> 25) & 31)) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[5 + inpos] >>> 8) | ((in[6 + inpos] & 15) << (28 - 4))) + out[6 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 7) << (5 - 3))) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[6 + inpos] >>> 4)) + out[7 + outpos - 1]; - out[8 + outpos] = (((in[7 + inpos] >>> 0) & 268435455)) + out[7 + outpos] = (((in[1 + inpos] >>> 3) & 31)) + + out[7 + outpos - 1]; + out[8 + outpos] = (((in[1 + inpos] >>> 8) & 31)) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 16777215) << (28 - 24))) + out[9 + outpos] = (((in[1 + inpos] >>> 13) & 31)) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[8 + inpos] >>> 24) | ((in[9 + inpos] & 1048575) << (28 - 20))) + out[10 + outpos] = (((in[1 + inpos] >>> 18) & 31)) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[9 + inpos] >>> 20) | ((in[10 + inpos] & 65535) << (28 - 16))) + out[11 + outpos] = (((in[1 + inpos] >>> 23) & 31)) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[10 + inpos] >>> 16) | ((in[11 + inpos] & 4095) << (28 - 12))) + out[12 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 1) << (5 - 1))) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[11 + inpos] >>> 12) | ((in[12 + inpos] & 255) << (28 - 8))) + out[13 + outpos] = (((in[2 + inpos] >>> 1) & 31)) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[12 + inpos] >>> 8) | ((in[13 + inpos] & 15) << (28 - 4))) + out[14 + outpos] = (((in[2 + inpos] >>> 6) & 31)) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[13 + inpos] >>> 4)) + out[15 + outpos] = (((in[2 + inpos] >>> 11) & 31)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[14 + inpos] >>> 0) & 268435455)) + out[16 + outpos] = (((in[2 + inpos] >>> 16) & 31)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[14 + inpos] >>> 28) | ((in[15 + inpos] & 16777215) << (28 - 24))) + out[17 + outpos] = (((in[2 + inpos] >>> 21) & 31)) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[15 + inpos] >>> 24) | ((in[16 + inpos] & 1048575) << (28 - 20))) + out[18 + outpos] = (((in[2 + inpos] >>> 26) & 31)) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[16 + inpos] >>> 20) | ((in[17 + inpos] & 65535) << (28 - 16))) + out[19 + outpos] = ((in[2 + inpos] >>> 31) | ((in[3 + inpos] & 15) << (5 - 4))) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[17 + inpos] >>> 16) | ((in[18 + inpos] & 4095) << (28 - 12))) + out[20 + outpos] = (((in[3 + inpos] >>> 4) & 31)) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[18 + inpos] >>> 12) | ((in[19 + inpos] & 255) << (28 - 8))) + out[21 + outpos] = (((in[3 + inpos] >>> 9) & 31)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[19 + inpos] >>> 8) | ((in[20 + inpos] & 15) << (28 - 4))) + out[22 + outpos] = (((in[3 + inpos] >>> 14) & 31)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[20 + inpos] >>> 4)) + out[23 + outpos] = (((in[3 + inpos] >>> 19) & 31)) + out[23 + outpos - 1]; - out[24 + outpos] = (((in[21 + inpos] >>> 0) & 268435455)) + out[24 + outpos] = (((in[3 + inpos] >>> 24) & 31)) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[21 + inpos] >>> 28) | ((in[22 + inpos] & 16777215) << (28 - 24))) + out[25 + outpos] = ((in[3 + inpos] >>> 29) | ((in[4 + inpos] & 3) << (5 - 2))) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[22 + inpos] >>> 24) | ((in[23 + inpos] & 1048575) << (28 - 20))) + out[26 + outpos] = (((in[4 + inpos] >>> 2) & 31)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[23 + inpos] >>> 20) | ((in[24 + inpos] & 65535) << (28 - 16))) + out[27 + outpos] = (((in[4 + inpos] >>> 7) & 31)) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[24 + inpos] >>> 16) | ((in[25 + inpos] & 4095) << (28 - 12))) + out[28 + outpos] = (((in[4 + inpos] >>> 12) & 31)) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[25 + inpos] >>> 12) | ((in[26 + inpos] & 255) << (28 - 8))) + out[29 + outpos] = (((in[4 + inpos] >>> 17) & 31)) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[26 + inpos] >>> 8) | ((in[27 + inpos] & 15) << (28 - 4))) + out[30 + outpos] = (((in[4 + inpos] >>> 22) & 31)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[27 + inpos] >>> 4)) + out[31 + outpos] = ((in[4 + inpos] >>> 27)) + out[31 + outpos - 1]; } - protected static void integratedunpack29(final int initoffset, + protected static void integratedunpack6(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 536870911)) - + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 29) | ((in[1 + inpos] & 67108863) << (29 - 26))) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 63)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 6) & 63)) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[1 + inpos] >>> 26) | ((in[2 + inpos] & 8388607) << (29 - 23))) + out[2 + outpos] = (((in[0 + inpos] >>> 12) & 63)) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[2 + inpos] >>> 23) | ((in[3 + inpos] & 1048575) << (29 - 20))) + out[3 + outpos] = (((in[0 + inpos] >>> 18) & 63)) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[3 + inpos] >>> 20) | ((in[4 + inpos] & 131071) << (29 - 17))) + out[4 + outpos] = (((in[0 + inpos] >>> 24) & 63)) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[4 + inpos] >>> 17) | ((in[5 + inpos] & 16383) << (29 - 14))) + out[5 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 15) << (6 - 4))) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[5 + inpos] >>> 14) | ((in[6 + inpos] & 2047) << (29 - 11))) + out[6 + outpos] = (((in[1 + inpos] >>> 4) & 63)) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[6 + inpos] >>> 11) | ((in[7 + inpos] & 255) << (29 - 8))) + out[7 + outpos] = (((in[1 + inpos] >>> 10) & 63)) + out[7 + outpos - 1]; - out[8 + outpos] = ((in[7 + inpos] >>> 8) | ((in[8 + inpos] & 31) << (29 - 5))) + out[8 + outpos] = (((in[1 + inpos] >>> 16) & 63)) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[8 + inpos] >>> 5) | ((in[9 + inpos] & 3) << (29 - 2))) + out[9 + outpos] = (((in[1 + inpos] >>> 22) & 63)) + out[9 + outpos - 1]; - out[10 + outpos] = (((in[9 + inpos] >>> 2) & 536870911)) + out[10 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 3) << (6 - 2))) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[9 + inpos] >>> 31) | ((in[10 + inpos] & 268435455) << (29 - 28))) + out[11 + outpos] = (((in[2 + inpos] >>> 2) & 63)) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[10 + inpos] >>> 28) | ((in[11 + inpos] & 33554431) << (29 - 25))) + out[12 + outpos] = (((in[2 + inpos] >>> 8) & 63)) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[11 + inpos] >>> 25) | ((in[12 + inpos] & 4194303) << (29 - 22))) + out[13 + outpos] = (((in[2 + inpos] >>> 14) & 63)) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[12 + inpos] >>> 22) | ((in[13 + inpos] & 524287) << (29 - 19))) + out[14 + outpos] = (((in[2 + inpos] >>> 20) & 63)) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[13 + inpos] >>> 19) | ((in[14 + inpos] & 65535) << (29 - 16))) + out[15 + outpos] = ((in[2 + inpos] >>> 26)) + out[15 + outpos - 1]; - out[16 + outpos] = ((in[14 + inpos] >>> 16) | ((in[15 + inpos] & 8191) << (29 - 13))) + out[16 + outpos] = (((in[3 + inpos] >>> 0) & 63)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[15 + inpos] >>> 13) | ((in[16 + inpos] & 1023) << (29 - 10))) + out[17 + outpos] = (((in[3 + inpos] >>> 6) & 63)) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[16 + inpos] >>> 10) | ((in[17 + inpos] & 127) << (29 - 7))) + out[18 + outpos] = (((in[3 + inpos] >>> 12) & 63)) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[17 + inpos] >>> 7) | ((in[18 + inpos] & 15) << (29 - 4))) + out[19 + outpos] = (((in[3 + inpos] >>> 18) & 63)) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[18 + inpos] >>> 4) | ((in[19 + inpos] & 1) << (29 - 1))) + out[20 + outpos] = (((in[3 + inpos] >>> 24) & 63)) + out[20 + outpos - 1]; - out[21 + outpos] = (((in[19 + inpos] >>> 1) & 536870911)) + out[21 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 15) << (6 - 4))) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[19 + inpos] >>> 30) | ((in[20 + inpos] & 134217727) << (29 - 27))) + out[22 + outpos] = (((in[4 + inpos] >>> 4) & 63)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[20 + inpos] >>> 27) | ((in[21 + inpos] & 16777215) << (29 - 24))) + out[23 + outpos] = (((in[4 + inpos] >>> 10) & 63)) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[21 + inpos] >>> 24) | ((in[22 + inpos] & 2097151) << (29 - 21))) + out[24 + outpos] = (((in[4 + inpos] >>> 16) & 63)) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[22 + inpos] >>> 21) | ((in[23 + inpos] & 262143) << (29 - 18))) + out[25 + outpos] = (((in[4 + inpos] >>> 22) & 63)) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[23 + inpos] >>> 18) | ((in[24 + inpos] & 32767) << (29 - 15))) + out[26 + outpos] = ((in[4 + inpos] >>> 28) | ((in[5 + inpos] & 3) << (6 - 2))) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[24 + inpos] >>> 15) | ((in[25 + inpos] & 4095) << (29 - 12))) + out[27 + outpos] = (((in[5 + inpos] >>> 2) & 63)) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[25 + inpos] >>> 12) | ((in[26 + inpos] & 511) << (29 - 9))) + out[28 + outpos] = (((in[5 + inpos] >>> 8) & 63)) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[26 + inpos] >>> 9) | ((in[27 + inpos] & 63) << (29 - 6))) + out[29 + outpos] = (((in[5 + inpos] >>> 14) & 63)) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[27 + inpos] >>> 6) | ((in[28 + inpos] & 7) << (29 - 3))) + out[30 + outpos] = (((in[5 + inpos] >>> 20) & 63)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[28 + inpos] >>> 3)) + out[31 + outpos] = ((in[5 + inpos] >>> 26)) + out[31 + outpos - 1]; } - protected static void integratedunpack30(final int initoffset, + protected static void integratedunpack7(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 1073741823)) - + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 30) | ((in[1 + inpos] & 268435455) << (30 - 28))) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 127)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 7) & 127)) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[1 + inpos] >>> 28) | ((in[2 + inpos] & 67108863) << (30 - 26))) + out[2 + outpos] = (((in[0 + inpos] >>> 14) & 127)) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[2 + inpos] >>> 26) | ((in[3 + inpos] & 16777215) << (30 - 24))) + out[3 + outpos] = (((in[0 + inpos] >>> 21) & 127)) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[3 + inpos] >>> 24) | ((in[4 + inpos] & 4194303) << (30 - 22))) + out[4 + outpos] = ((in[0 + inpos] >>> 28) | ((in[1 + inpos] & 7) << (7 - 3))) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[4 + inpos] >>> 22) | ((in[5 + inpos] & 1048575) << (30 - 20))) + out[5 + outpos] = (((in[1 + inpos] >>> 3) & 127)) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[5 + inpos] >>> 20) | ((in[6 + inpos] & 262143) << (30 - 18))) + out[6 + outpos] = (((in[1 + inpos] >>> 10) & 127)) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[6 + inpos] >>> 18) | ((in[7 + inpos] & 65535) << (30 - 16))) + out[7 + outpos] = (((in[1 + inpos] >>> 17) & 127)) + out[7 + outpos - 1]; - out[8 + outpos] = ((in[7 + inpos] >>> 16) | ((in[8 + inpos] & 16383) << (30 - 14))) + out[8 + outpos] = (((in[1 + inpos] >>> 24) & 127)) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[8 + inpos] >>> 14) | ((in[9 + inpos] & 4095) << (30 - 12))) + out[9 + outpos] = ((in[1 + inpos] >>> 31) | ((in[2 + inpos] & 63) << (7 - 6))) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[9 + inpos] >>> 12) | ((in[10 + inpos] & 1023) << (30 - 10))) + out[10 + outpos] = (((in[2 + inpos] >>> 6) & 127)) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[10 + inpos] >>> 10) | ((in[11 + inpos] & 255) << (30 - 8))) + out[11 + outpos] = (((in[2 + inpos] >>> 13) & 127)) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[11 + inpos] >>> 8) | ((in[12 + inpos] & 63) << (30 - 6))) + out[12 + outpos] = (((in[2 + inpos] >>> 20) & 127)) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[12 + inpos] >>> 6) | ((in[13 + inpos] & 15) << (30 - 4))) + out[13 + outpos] = ((in[2 + inpos] >>> 27) | ((in[3 + inpos] & 3) << (7 - 2))) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[13 + inpos] >>> 4) | ((in[14 + inpos] & 3) << (30 - 2))) + out[14 + outpos] = (((in[3 + inpos] >>> 2) & 127)) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[14 + inpos] >>> 2)) + out[15 + outpos] = (((in[3 + inpos] >>> 9) & 127)) + out[15 + outpos - 1]; - out[16 + outpos] = (((in[15 + inpos] >>> 0) & 1073741823)) + out[16 + outpos] = (((in[3 + inpos] >>> 16) & 127)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[15 + inpos] >>> 30) | ((in[16 + inpos] & 268435455) << (30 - 28))) + out[17 + outpos] = (((in[3 + inpos] >>> 23) & 127)) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[16 + inpos] >>> 28) | ((in[17 + inpos] & 67108863) << (30 - 26))) + out[18 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 31) << (7 - 5))) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[17 + inpos] >>> 26) | ((in[18 + inpos] & 16777215) << (30 - 24))) + out[19 + outpos] = (((in[4 + inpos] >>> 5) & 127)) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[18 + inpos] >>> 24) | ((in[19 + inpos] & 4194303) << (30 - 22))) + out[20 + outpos] = (((in[4 + inpos] >>> 12) & 127)) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[19 + inpos] >>> 22) | ((in[20 + inpos] & 1048575) << (30 - 20))) + out[21 + outpos] = (((in[4 + inpos] >>> 19) & 127)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[20 + inpos] >>> 20) | ((in[21 + inpos] & 262143) << (30 - 18))) + out[22 + outpos] = ((in[4 + inpos] >>> 26) | ((in[5 + inpos] & 1) << (7 - 1))) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[21 + inpos] >>> 18) | ((in[22 + inpos] & 65535) << (30 - 16))) + out[23 + outpos] = (((in[5 + inpos] >>> 1) & 127)) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[22 + inpos] >>> 16) | ((in[23 + inpos] & 16383) << (30 - 14))) + out[24 + outpos] = (((in[5 + inpos] >>> 8) & 127)) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[23 + inpos] >>> 14) | ((in[24 + inpos] & 4095) << (30 - 12))) + out[25 + outpos] = (((in[5 + inpos] >>> 15) & 127)) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[24 + inpos] >>> 12) | ((in[25 + inpos] & 1023) << (30 - 10))) + out[26 + outpos] = (((in[5 + inpos] >>> 22) & 127)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[25 + inpos] >>> 10) | ((in[26 + inpos] & 255) << (30 - 8))) + out[27 + outpos] = ((in[5 + inpos] >>> 29) | ((in[6 + inpos] & 15) << (7 - 4))) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[26 + inpos] >>> 8) | ((in[27 + inpos] & 63) << (30 - 6))) + out[28 + outpos] = (((in[6 + inpos] >>> 4) & 127)) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[27 + inpos] >>> 6) | ((in[28 + inpos] & 15) << (30 - 4))) + out[29 + outpos] = (((in[6 + inpos] >>> 11) & 127)) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[28 + inpos] >>> 4) | ((in[29 + inpos] & 3) << (30 - 2))) + out[30 + outpos] = (((in[6 + inpos] >>> 18) & 127)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[29 + inpos] >>> 2)) + out[31 + outpos] = ((in[6 + inpos] >>> 25)) + out[31 + outpos - 1]; } - protected static void integratedunpack31(final int initoffset, + protected static void integratedunpack8(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - out[0 + outpos] = (((in[0 + inpos] >>> 0) & 2147483647)) - + initoffset; - out[1 + outpos] = ((in[0 + inpos] >>> 31) | ((in[1 + inpos] & 1073741823) << (31 - 30))) + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 255)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 8) & 255)) + out[1 + outpos - 1]; - out[2 + outpos] = ((in[1 + inpos] >>> 30) | ((in[2 + inpos] & 536870911) << (31 - 29))) + out[2 + outpos] = (((in[0 + inpos] >>> 16) & 255)) + out[2 + outpos - 1]; - out[3 + outpos] = ((in[2 + inpos] >>> 29) | ((in[3 + inpos] & 268435455) << (31 - 28))) + out[3 + outpos] = ((in[0 + inpos] >>> 24)) + out[3 + outpos - 1]; - out[4 + outpos] = ((in[3 + inpos] >>> 28) | ((in[4 + inpos] & 134217727) << (31 - 27))) + out[4 + outpos] = (((in[1 + inpos] >>> 0) & 255)) + out[4 + outpos - 1]; - out[5 + outpos] = ((in[4 + inpos] >>> 27) | ((in[5 + inpos] & 67108863) << (31 - 26))) + out[5 + outpos] = (((in[1 + inpos] >>> 8) & 255)) + out[5 + outpos - 1]; - out[6 + outpos] = ((in[5 + inpos] >>> 26) | ((in[6 + inpos] & 33554431) << (31 - 25))) + out[6 + outpos] = (((in[1 + inpos] >>> 16) & 255)) + out[6 + outpos - 1]; - out[7 + outpos] = ((in[6 + inpos] >>> 25) | ((in[7 + inpos] & 16777215) << (31 - 24))) + out[7 + outpos] = ((in[1 + inpos] >>> 24)) + out[7 + outpos - 1]; - out[8 + outpos] = ((in[7 + inpos] >>> 24) | ((in[8 + inpos] & 8388607) << (31 - 23))) + out[8 + outpos] = (((in[2 + inpos] >>> 0) & 255)) + out[8 + outpos - 1]; - out[9 + outpos] = ((in[8 + inpos] >>> 23) | ((in[9 + inpos] & 4194303) << (31 - 22))) + out[9 + outpos] = (((in[2 + inpos] >>> 8) & 255)) + out[9 + outpos - 1]; - out[10 + outpos] = ((in[9 + inpos] >>> 22) | ((in[10 + inpos] & 2097151) << (31 - 21))) + out[10 + outpos] = (((in[2 + inpos] >>> 16) & 255)) + out[10 + outpos - 1]; - out[11 + outpos] = ((in[10 + inpos] >>> 21) | ((in[11 + inpos] & 1048575) << (31 - 20))) + out[11 + outpos] = ((in[2 + inpos] >>> 24)) + out[11 + outpos - 1]; - out[12 + outpos] = ((in[11 + inpos] >>> 20) | ((in[12 + inpos] & 524287) << (31 - 19))) + out[12 + outpos] = (((in[3 + inpos] >>> 0) & 255)) + out[12 + outpos - 1]; - out[13 + outpos] = ((in[12 + inpos] >>> 19) | ((in[13 + inpos] & 262143) << (31 - 18))) + out[13 + outpos] = (((in[3 + inpos] >>> 8) & 255)) + out[13 + outpos - 1]; - out[14 + outpos] = ((in[13 + inpos] >>> 18) | ((in[14 + inpos] & 131071) << (31 - 17))) + out[14 + outpos] = (((in[3 + inpos] >>> 16) & 255)) + out[14 + outpos - 1]; - out[15 + outpos] = ((in[14 + inpos] >>> 17) | ((in[15 + inpos] & 65535) << (31 - 16))) + out[15 + outpos] = ((in[3 + inpos] >>> 24)) + out[15 + outpos - 1]; - out[16 + outpos] = ((in[15 + inpos] >>> 16) | ((in[16 + inpos] & 32767) << (31 - 15))) + out[16 + outpos] = (((in[4 + inpos] >>> 0) & 255)) + out[16 + outpos - 1]; - out[17 + outpos] = ((in[16 + inpos] >>> 15) | ((in[17 + inpos] & 16383) << (31 - 14))) + out[17 + outpos] = (((in[4 + inpos] >>> 8) & 255)) + out[17 + outpos - 1]; - out[18 + outpos] = ((in[17 + inpos] >>> 14) | ((in[18 + inpos] & 8191) << (31 - 13))) + out[18 + outpos] = (((in[4 + inpos] >>> 16) & 255)) + out[18 + outpos - 1]; - out[19 + outpos] = ((in[18 + inpos] >>> 13) | ((in[19 + inpos] & 4095) << (31 - 12))) + out[19 + outpos] = ((in[4 + inpos] >>> 24)) + out[19 + outpos - 1]; - out[20 + outpos] = ((in[19 + inpos] >>> 12) | ((in[20 + inpos] & 2047) << (31 - 11))) + out[20 + outpos] = (((in[5 + inpos] >>> 0) & 255)) + out[20 + outpos - 1]; - out[21 + outpos] = ((in[20 + inpos] >>> 11) | ((in[21 + inpos] & 1023) << (31 - 10))) + out[21 + outpos] = (((in[5 + inpos] >>> 8) & 255)) + out[21 + outpos - 1]; - out[22 + outpos] = ((in[21 + inpos] >>> 10) | ((in[22 + inpos] & 511) << (31 - 9))) + out[22 + outpos] = (((in[5 + inpos] >>> 16) & 255)) + out[22 + outpos - 1]; - out[23 + outpos] = ((in[22 + inpos] >>> 9) | ((in[23 + inpos] & 255) << (31 - 8))) + out[23 + outpos] = ((in[5 + inpos] >>> 24)) + out[23 + outpos - 1]; - out[24 + outpos] = ((in[23 + inpos] >>> 8) | ((in[24 + inpos] & 127) << (31 - 7))) + out[24 + outpos] = (((in[6 + inpos] >>> 0) & 255)) + out[24 + outpos - 1]; - out[25 + outpos] = ((in[24 + inpos] >>> 7) | ((in[25 + inpos] & 63) << (31 - 6))) + out[25 + outpos] = (((in[6 + inpos] >>> 8) & 255)) + out[25 + outpos - 1]; - out[26 + outpos] = ((in[25 + inpos] >>> 6) | ((in[26 + inpos] & 31) << (31 - 5))) + out[26 + outpos] = (((in[6 + inpos] >>> 16) & 255)) + out[26 + outpos - 1]; - out[27 + outpos] = ((in[26 + inpos] >>> 5) | ((in[27 + inpos] & 15) << (31 - 4))) + out[27 + outpos] = ((in[6 + inpos] >>> 24)) + out[27 + outpos - 1]; - out[28 + outpos] = ((in[27 + inpos] >>> 4) | ((in[28 + inpos] & 7) << (31 - 3))) + out[28 + outpos] = (((in[7 + inpos] >>> 0) & 255)) + out[28 + outpos - 1]; - out[29 + outpos] = ((in[28 + inpos] >>> 3) | ((in[29 + inpos] & 3) << (31 - 2))) + out[29 + outpos] = (((in[7 + inpos] >>> 8) & 255)) + out[29 + outpos - 1]; - out[30 + outpos] = ((in[29 + inpos] >>> 2) | ((in[30 + inpos] & 1) << (31 - 1))) + out[30 + outpos] = (((in[7 + inpos] >>> 16) & 255)) + out[30 + outpos - 1]; - out[31 + outpos] = ((in[30 + inpos] >>> 1)) + out[31 + outpos] = ((in[7 + inpos] >>> 24)) + out[31 + outpos - 1]; } - protected static void integratedunpack32(final int initoffset, - final int[] in, int inpos, final int[] out, int outpos) { - System.arraycopy(in, inpos, out, outpos, 32); // no sense in - // doing delta - // coding - } - - protected static void integratedpack32(final int initoffset, - final int[] in, int inpos, final int[] out, int outpos) { - System.arraycopy(in, inpos, out, outpos, 32); // no sense in - // doing delta - // coding - } - - protected static void integratedunpack0(final int initoffset, - final int[] in, int inpos, final int[] out, int outpos) { - Arrays.fill(out, outpos, outpos + 32, initoffset); - } - - protected static void integratedpack0(final int initoffset, + protected static void integratedunpack9(final int initoffset, final int[] in, int inpos, final int[] out, int outpos) { - // nothing - } - - /** - * Unpack 32 integers along with prefix sum computation - * - * @param initoffset value to add to all outputted values - * @param in source array - * @param inpos initial position in source array - * @param out output array - * @param outpos initial position in output array - * @param bit number of bits to use per integer - */ - public static void integratedunpack(final int initoffset, - final int[] in, final int inpos, final int[] out, final int outpos, - final int bit) { - switch (bit) { - case 0: - integratedunpack0(initoffset, in, inpos, out, outpos); - break; - case 1: - integratedunpack1(initoffset, in, inpos, out, outpos); - break; - case 2: - integratedunpack2(initoffset, in, inpos, out, outpos); - break; - case 3: - integratedunpack3(initoffset, in, inpos, out, outpos); - break; - case 4: - integratedunpack4(initoffset, in, inpos, out, outpos); - break; - case 5: - integratedunpack5(initoffset, in, inpos, out, outpos); - break; - case 6: - integratedunpack6(initoffset, in, inpos, out, outpos); - break; - case 7: - integratedunpack7(initoffset, in, inpos, out, outpos); - break; - case 8: - integratedunpack8(initoffset, in, inpos, out, outpos); - break; - case 9: - integratedunpack9(initoffset, in, inpos, out, outpos); - break; - case 10: - integratedunpack10(initoffset, in, inpos, out, outpos); - break; - case 11: - integratedunpack11(initoffset, in, inpos, out, outpos); - break; - case 12: - integratedunpack12(initoffset, in, inpos, out, outpos); - break; - case 13: - integratedunpack13(initoffset, in, inpos, out, outpos); - break; - case 14: - integratedunpack14(initoffset, in, inpos, out, outpos); - break; - case 15: - integratedunpack15(initoffset, in, inpos, out, outpos); - break; - case 16: - integratedunpack16(initoffset, in, inpos, out, outpos); - break; - case 17: - integratedunpack17(initoffset, in, inpos, out, outpos); - break; - case 18: - integratedunpack18(initoffset, in, inpos, out, outpos); - break; - case 19: - integratedunpack19(initoffset, in, inpos, out, outpos); - break; - case 20: - integratedunpack20(initoffset, in, inpos, out, outpos); - break; - case 21: - integratedunpack21(initoffset, in, inpos, out, outpos); - break; - case 22: - integratedunpack22(initoffset, in, inpos, out, outpos); - break; - case 23: - integratedunpack23(initoffset, in, inpos, out, outpos); - break; - case 24: - integratedunpack24(initoffset, in, inpos, out, outpos); - break; - case 25: - integratedunpack25(initoffset, in, inpos, out, outpos); - break; - case 26: - integratedunpack26(initoffset, in, inpos, out, outpos); - break; - case 27: - integratedunpack27(initoffset, in, inpos, out, outpos); - break; - case 28: - integratedunpack28(initoffset, in, inpos, out, outpos); - break; - case 29: - integratedunpack29(initoffset, in, inpos, out, outpos); - break; - case 30: - integratedunpack30(initoffset, in, inpos, out, outpos); - break; - case 31: - integratedunpack31(initoffset, in, inpos, out, outpos); - break; - case 32: - integratedunpack32(initoffset, in, inpos, out, outpos); - break; - default: - throw new IllegalArgumentException( - "Unsupported bit width."); - } - } - - /** - * Pack 32 integers as deltas with an initial value - * - * @param initoffset initial value (used to compute first delta) - * @param in input array - * @param inpos initial position in input array - * @param out output array - * @param outpos initial position in output array - * @param bit number of bits to use per integer - */ - public static void integratedpack(final int initoffset, final int[] in, - final int inpos, final int[] out, final int outpos, final int bit) { - switch (bit) { - case 0: - integratedpack0(initoffset, in, inpos, out, outpos); - break; - case 1: - integratedpack1(initoffset, in, inpos, out, outpos); - break; - case 2: - integratedpack2(initoffset, in, inpos, out, outpos); - break; - case 3: - integratedpack3(initoffset, in, inpos, out, outpos); - break; - case 4: - integratedpack4(initoffset, in, inpos, out, outpos); - break; - case 5: - integratedpack5(initoffset, in, inpos, out, outpos); - break; - case 6: - integratedpack6(initoffset, in, inpos, out, outpos); - break; - case 7: - integratedpack7(initoffset, in, inpos, out, outpos); - break; - case 8: - integratedpack8(initoffset, in, inpos, out, outpos); - break; - case 9: - integratedpack9(initoffset, in, inpos, out, outpos); - break; - case 10: - integratedpack10(initoffset, in, inpos, out, outpos); - break; - case 11: - integratedpack11(initoffset, in, inpos, out, outpos); - break; - case 12: - integratedpack12(initoffset, in, inpos, out, outpos); - break; - case 13: - integratedpack13(initoffset, in, inpos, out, outpos); - break; - case 14: - integratedpack14(initoffset, in, inpos, out, outpos); - break; - case 15: - integratedpack15(initoffset, in, inpos, out, outpos); - break; - case 16: - integratedpack16(initoffset, in, inpos, out, outpos); - break; - case 17: - integratedpack17(initoffset, in, inpos, out, outpos); - break; - case 18: - integratedpack18(initoffset, in, inpos, out, outpos); - break; - case 19: - integratedpack19(initoffset, in, inpos, out, outpos); - break; - case 20: - integratedpack20(initoffset, in, inpos, out, outpos); - break; - case 21: - integratedpack21(initoffset, in, inpos, out, outpos); - break; - case 22: - integratedpack22(initoffset, in, inpos, out, outpos); - break; - case 23: - integratedpack23(initoffset, in, inpos, out, outpos); - break; - case 24: - integratedpack24(initoffset, in, inpos, out, outpos); - break; - case 25: - integratedpack25(initoffset, in, inpos, out, outpos); - break; - case 26: - integratedpack26(initoffset, in, inpos, out, outpos); - break; - case 27: - integratedpack27(initoffset, in, inpos, out, outpos); - break; - case 28: - integratedpack28(initoffset, in, inpos, out, outpos); - break; - case 29: - integratedpack29(initoffset, in, inpos, out, outpos); - break; - case 30: - integratedpack30(initoffset, in, inpos, out, outpos); - break; - case 31: - integratedpack31(initoffset, in, inpos, out, outpos); - break; - case 32: - integratedpack32(initoffset, in, inpos, out, outpos); - break; - default: - throw new IllegalArgumentException( - "Unsupported bit width."); - } + out[0 + outpos] = (((in[0 + inpos] >>> 0) & 511)) + initoffset; + out[1 + outpos] = (((in[0 + inpos] >>> 9) & 511)) + + out[1 + outpos - 1]; + out[2 + outpos] = (((in[0 + inpos] >>> 18) & 511)) + + out[2 + outpos - 1]; + out[3 + outpos] = ((in[0 + inpos] >>> 27) | ((in[1 + inpos] & 15) << (9 - 4))) + + out[3 + outpos - 1]; + out[4 + outpos] = (((in[1 + inpos] >>> 4) & 511)) + + out[4 + outpos - 1]; + out[5 + outpos] = (((in[1 + inpos] >>> 13) & 511)) + + out[5 + outpos - 1]; + out[6 + outpos] = (((in[1 + inpos] >>> 22) & 511)) + + out[6 + outpos - 1]; + out[7 + outpos] = ((in[1 + inpos] >>> 31) | ((in[2 + inpos] & 255) << (9 - 8))) + + out[7 + outpos - 1]; + out[8 + outpos] = (((in[2 + inpos] >>> 8) & 511)) + + out[8 + outpos - 1]; + out[9 + outpos] = (((in[2 + inpos] >>> 17) & 511)) + + out[9 + outpos - 1]; + out[10 + outpos] = ((in[2 + inpos] >>> 26) | ((in[3 + inpos] & 7) << (9 - 3))) + + out[10 + outpos - 1]; + out[11 + outpos] = (((in[3 + inpos] >>> 3) & 511)) + + out[11 + outpos - 1]; + out[12 + outpos] = (((in[3 + inpos] >>> 12) & 511)) + + out[12 + outpos - 1]; + out[13 + outpos] = (((in[3 + inpos] >>> 21) & 511)) + + out[13 + outpos - 1]; + out[14 + outpos] = ((in[3 + inpos] >>> 30) | ((in[4 + inpos] & 127) << (9 - 7))) + + out[14 + outpos - 1]; + out[15 + outpos] = (((in[4 + inpos] >>> 7) & 511)) + + out[15 + outpos - 1]; + out[16 + outpos] = (((in[4 + inpos] >>> 16) & 511)) + + out[16 + outpos - 1]; + out[17 + outpos] = ((in[4 + inpos] >>> 25) | ((in[5 + inpos] & 3) << (9 - 2))) + + out[17 + outpos - 1]; + out[18 + outpos] = (((in[5 + inpos] >>> 2) & 511)) + + out[18 + outpos - 1]; + out[19 + outpos] = (((in[5 + inpos] >>> 11) & 511)) + + out[19 + outpos - 1]; + out[20 + outpos] = (((in[5 + inpos] >>> 20) & 511)) + + out[20 + outpos - 1]; + out[21 + outpos] = ((in[5 + inpos] >>> 29) | ((in[6 + inpos] & 63) << (9 - 6))) + + out[21 + outpos - 1]; + out[22 + outpos] = (((in[6 + inpos] >>> 6) & 511)) + + out[22 + outpos - 1]; + out[23 + outpos] = (((in[6 + inpos] >>> 15) & 511)) + + out[23 + outpos - 1]; + out[24 + outpos] = ((in[6 + inpos] >>> 24) | ((in[7 + inpos] & 1) << (9 - 1))) + + out[24 + outpos - 1]; + out[25 + outpos] = (((in[7 + inpos] >>> 1) & 511)) + + out[25 + outpos - 1]; + out[26 + outpos] = (((in[7 + inpos] >>> 10) & 511)) + + out[26 + outpos - 1]; + out[27 + outpos] = (((in[7 + inpos] >>> 19) & 511)) + + out[27 + outpos - 1]; + out[28 + outpos] = ((in[7 + inpos] >>> 28) | ((in[8 + inpos] & 31) << (9 - 5))) + + out[28 + outpos - 1]; + out[29 + outpos] = (((in[8 + inpos] >>> 5) & 511)) + + out[29 + outpos - 1]; + out[30 + outpos] = (((in[8 + inpos] >>> 14) & 511)) + + out[30 + outpos - 1]; + out[31 + outpos] = ((in[8 + inpos] >>> 23)) + + out[31 + outpos - 1]; } } diff --git a/src/main/java/me/lemire/integercompression/IntegratedFastPFOR.java b/src/main/java/me/lemire/integercompression/IntegratedFastPFOR.java index fe9fcab..911d5c2 100644 --- a/src/main/java/me/lemire/integercompression/IntegratedFastPFOR.java +++ b/src/main/java/me/lemire/integercompression/IntegratedFastPFOR.java @@ -14,10 +14,11 @@ * This is an integrated version of FastPFOR meaning that it computes * differential coding as part of the compression. *

- * - * It encodes integers in blocks of 128 integers. For arrays containing - * an arbitrary number of integers, you should use it in conjunction - * with another CODEC: + * It encodes integers in blocks of 128 integers within pages of + * up to 65536 integers. Note that it is important, to get good + * compression and good performance, to use sizeable blocks (greater than 1024 integers). + * For arrays containing a number of integers that is not divisible by 128, + * you should use it in conjunction with another CODEC: * 
IntegratedIntegerCODEC is =  
  *  new IntegratedComposition(new IntegratedFastPFOR(),
  *               new IntegratedVariableByte())
From c4cef4c3a56447c5f27cc3d49aa3e8f275c9b77c Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Jun 2014 09:45:58 -0400 Subject: [PATCH 007/266] Preparing new release --- CHANGELOG | 4 ++++ README.md | 2 +- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/CHANGELOG b/CHANGELOG index 49921bb..d6560fe 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,7 @@ +0.0.12 (June 9th 2014) + - Better API documentation + + 0.0.11 (Feb. 14th 2014) - Fix rare bug in FastPFOR (reported by Stefan Ackermann (https://github.com/Stivo)) - Improved API documentation diff --git a/README.md b/README.md index 77ddd36..03371f1 100644 --- a/README.md +++ b/README.md @@ -47,7 +47,7 @@ the following code in your pom.xml file: me.lemire.integercompression JavaFastPFOR - 0.0.11 + 0.0.12 From 54f7edcf9f34f3a94893384584f87879cae08e10 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Jun 2014 09:50:34 -0400 Subject: [PATCH 008/266] Avoiding silly errors --- src/test/java/me/lemire/integercompression/TestUtils.java | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index 69fde8a..3a581f6 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -2,6 +2,8 @@ import java.util.Arrays; +import org.junit.Test; + import static org.junit.Assert.*; /** @@ -9,6 +11,8 @@ */ @SuppressWarnings({ "javadoc"}) public class TestUtils { + @Test + public void bogus() {}// to avoid useless complaining. public static void dumpIntArray(int[] data, String label) { System.out.print(label); From 1a18da88858a71408c425c34a0ec413b4074f762 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Jun 2014 10:03:20 -0400 Subject: [PATCH 009/266] Fixing doc errors --- src/main/java/com/kamikaze/pfordelta/LCPForDelta.java | 8 ++++---- .../com/kamikaze/pfordelta/Simple16WithHardCodes.java | 2 +- .../java/me/lemire/integercompression/BitPacking.java | 6 +++--- .../java/me/lemire/integercompression/FastPFOR.java | 10 +++++----- .../integercompression/IntegratedBitPacking.java | 4 ++-- src/main/java/me/lemire/integercompression/NewPFD.java | 6 +++--- .../java/me/lemire/integercompression/NewPFDS16.java | 6 +++--- .../java/me/lemire/integercompression/NewPFDS9.java | 6 +++--- src/main/java/me/lemire/integercompression/OptPFD.java | 8 ++++---- .../java/me/lemire/integercompression/OptPFDS16.java | 8 ++++---- .../java/me/lemire/integercompression/OptPFDS9.java | 8 ++++---- src/main/java/me/lemire/integercompression/S16.java | 4 ++-- 12 files changed, 38 insertions(+), 38 deletions(-) diff --git a/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java b/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java index ebed219..1e331fc 100644 --- a/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java +++ b/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java @@ -43,7 +43,7 @@ * literature. * * This implementation overcomes the problem that Simple16 cannot deal with - * >2^28 numbers. + * greater than 2^28 numbers. * * This implementation is almost same as PForDelta in the same package, except * that it is tuned especially for Lucene-4.0 Codec to achieve the best @@ -417,7 +417,7 @@ public static int estimateCompressedSize(int[] inputBlock, } /** - * Check if the block contains big numbers that is greater than ((1<< + * Check if the block contains big numbers that is greater than ((1<< * bits)-1) * * @param inputBlock @@ -578,7 +578,7 @@ public static void decompressBlockByS16WithIntBufferIntegrated( * @param outOffset * the start offset in bits in the output array * @param bits - * the number of bits to be written (bits>=0) + * the number of bits to be written (bits greater or equal to 0) */ public static final void writeBits(int[] out, int val, int outOffset, int bits) { @@ -604,7 +604,7 @@ public static final void writeBits(int[] out, int val, int outOffset, * @param bits * the number of bits to be read, unlike writeBits(), * readBits() does not deal with bits==0 and thus bits - * must > 0. When bits ==0, the calling functions will + * must be greater than 0. When bits ==0, the calling functions will * just skip the entire bits-bit slots without decoding * them * @return the bits bits of the input diff --git a/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java b/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java index 9ea0bff..03184f2 100644 --- a/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java +++ b/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java @@ -14,7 +14,7 @@ * * 2. http://www2009.org/proceedings/pdf/p401.pdf * - * The maximum possible integer value Simple16 can encode is < 2^28 (this is + * The maximum possible integer value Simple16 can encode is less than 2^28 (this is * dertermined by the Simple16 algorithm itself). Therefore, in order to use * Simple16, the application must write their own code to encode numbers in the * range of [2^28, 2^32). A simple way is just write those numbers as 32-bit diff --git a/src/main/java/me/lemire/integercompression/BitPacking.java b/src/main/java/me/lemire/integercompression/BitPacking.java index e36291b..ee71fbd 100644 --- a/src/main/java/me/lemire/integercompression/BitPacking.java +++ b/src/main/java/me/lemire/integercompression/BitPacking.java @@ -12,13 +12,13 @@ /** * Bitpacking routines * - * For details, please see - *

+ *

For details, please see

+ *

* Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second * through vectorization Software: Practice & Experience * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract * http://arxiv.org/abs/1209.2137 - *

+ *

* * @author Daniel Lemire * diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 3cd6c58..3caa94a 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -18,16 +18,16 @@ * it in conjunction with another CODEC: * * IntegerCODEC ic = new Composition(new FastPFOR(), new VariableByte()). - *

+ *

* For details, please see - *

+ *

* Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second * through vectorization Software: Practice & Experience * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract * http://arxiv.org/abs/1209.2137 - *

- * For sufficiently compressible arrays, it is faster and better than other PFOR - * schemes. + *

+ *

For sufficiently compressible and long arrays, it is faster and better than other PFOR + * schemes.

* * Note that this does not use differential coding: if you are working on sorted * lists, use IntegratedFastPFOR instead. diff --git a/src/main/java/me/lemire/integercompression/IntegratedBitPacking.java b/src/main/java/me/lemire/integercompression/IntegratedBitPacking.java index a0fd463..71387bb 100644 --- a/src/main/java/me/lemire/integercompression/IntegratedBitPacking.java +++ b/src/main/java/me/lemire/integercompression/IntegratedBitPacking.java @@ -14,12 +14,12 @@ * differential coding. * * For details, please see - *

+ *

* Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second * through vectorization Software: Practice & Experience * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract * http://arxiv.org/abs/1209.2137 - *

+ *

* * @author Daniel Lemire * diff --git a/src/main/java/me/lemire/integercompression/NewPFD.java b/src/main/java/me/lemire/integercompression/NewPFD.java index bd575e9..28e28a3 100644 --- a/src/main/java/me/lemire/integercompression/NewPFD.java +++ b/src/main/java/me/lemire/integercompression/NewPFD.java @@ -9,12 +9,12 @@ /** * NewPFD/NewPFOR: fast patching scheme by Yan et al. - *

+ *

* Follows: - *

+ *

* H. Yan, S. Ding, T. Suel, Inverted index compression and query processing * with optimized document ordering, in: WWW �09, 2009, pp. 401�410. - *

+ *

* using Simple16 as the secondary coder. * * It encodes integers in blocks of 128 integers. For arrays containing diff --git a/src/main/java/me/lemire/integercompression/NewPFDS16.java b/src/main/java/me/lemire/integercompression/NewPFDS16.java index 0c045d9..bf0b5c6 100644 --- a/src/main/java/me/lemire/integercompression/NewPFDS16.java +++ b/src/main/java/me/lemire/integercompression/NewPFDS16.java @@ -9,12 +9,12 @@ /** * NewPFD/NewPFOR based on Simple16 by Yan et al. - *

+ *

* Follows: - *

+ *

* H. Yan, S. Ding, T. Suel, Inverted index compression and query processing * with optimized document ordering, in: WWW 09, 2009, pp. 401-410. - *

+ *

* using Simple16 as the secondary coder. * * It encodes integers in blocks of 128 integers. For arrays containing diff --git a/src/main/java/me/lemire/integercompression/NewPFDS9.java b/src/main/java/me/lemire/integercompression/NewPFDS9.java index 1078a41..ee671ef 100644 --- a/src/main/java/me/lemire/integercompression/NewPFDS9.java +++ b/src/main/java/me/lemire/integercompression/NewPFDS9.java @@ -9,12 +9,12 @@ /** * NewPFD/NewPFOR based on Simple9 by Yan et al. - *

+ *

* Follows: - *

+ *

* H. Yan, S. Ding, T. Suel, Inverted index compression and query processing * with optimized document ordering, in: WWW 09, 2009, pp. 401-410. - *

+ *

* using Simple9 as the secondary coder. * * It encodes integers in blocks of 128 integers. For arrays containing diff --git a/src/main/java/me/lemire/integercompression/OptPFD.java b/src/main/java/me/lemire/integercompression/OptPFD.java index b01c7d5..2395c3f 100644 --- a/src/main/java/me/lemire/integercompression/OptPFD.java +++ b/src/main/java/me/lemire/integercompression/OptPFD.java @@ -8,12 +8,12 @@ /** * OptPFD: fast patching scheme by Yan et al. - *

+ *

* Follows: - *

+ *

* H. Yan, S. Ding, T. Suel, Inverted index compression and query processing - * with optimized document ordering, in: WWW �09, 2009, pp. 401�410. - *

+ * with optimized document ordering, in: WWW 09, 2009, pp. 401-410. + *

* using Simple16 as the secondary coder. * * It encodes integers in blocks of 128 integers. For arrays containing diff --git a/src/main/java/me/lemire/integercompression/OptPFDS16.java b/src/main/java/me/lemire/integercompression/OptPFDS16.java index 4334412..3f6a6cc 100644 --- a/src/main/java/me/lemire/integercompression/OptPFDS16.java +++ b/src/main/java/me/lemire/integercompression/OptPFDS16.java @@ -9,12 +9,12 @@ /** * OptPFD based on Simple16 by Yan et al. - *

+ *

* Follows: - *

+ *

* H. Yan, S. Ding, T. Suel, Inverted index compression and query processing - * with optimized document ordering, in: WWW 09, 2009, pp. 401--410. - *

+ * with optimized document ordering, in: WWW 09, 2009, pp. 401-410. + *

* using Simple16 as the secondary coder. * * It encodes integers in blocks of 128 integers. For arrays containing diff --git a/src/main/java/me/lemire/integercompression/OptPFDS9.java b/src/main/java/me/lemire/integercompression/OptPFDS9.java index 100fb43..75cf4be 100644 --- a/src/main/java/me/lemire/integercompression/OptPFDS9.java +++ b/src/main/java/me/lemire/integercompression/OptPFDS9.java @@ -9,12 +9,12 @@ /** * OptPFD based on Simple9 by Yan et al. - *

+ *

* Follows: - *

+ *

* H. Yan, S. Ding, T. Suel, Inverted index compression and query processing - * with optimized document ordering, in: WWW 09, 2009, pp. 401--410. - *

+ * with optimized document ordering, in: WWW 09, 2009, pp. 401-410. + *

* using Simple9 as the secondary coder. * * It encodes integers in blocks of 128 integers. For arrays containing diff --git a/src/main/java/me/lemire/integercompression/S16.java b/src/main/java/me/lemire/integercompression/S16.java index 3d65b7b..6829b76 100644 --- a/src/main/java/me/lemire/integercompression/S16.java +++ b/src/main/java/me/lemire/integercompression/S16.java @@ -9,9 +9,9 @@ /** * Version of Simple16 for NewPFD and OptPFD. - *

+ *

* Adapted by D. Lemire from the Apache Lucene project. - * + *

*/ public final class S16 { From 818595ef4c4ff9ebce5087818d4d3af59dc483db Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Jun 2014 10:08:43 -0400 Subject: [PATCH 010/266] More documentation fixes --- src/main/java/com/kamikaze/pfordelta/PForDelta.java | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/main/java/com/kamikaze/pfordelta/PForDelta.java b/src/main/java/com/kamikaze/pfordelta/PForDelta.java index 6f59700..b17c9cd 100644 --- a/src/main/java/com/kamikaze/pfordelta/PForDelta.java +++ b/src/main/java/com/kamikaze/pfordelta/PForDelta.java @@ -25,7 +25,7 @@ * literatures. * * This implementation overcomes the problem that Simple16 cannot deal with - * >2^28 numbers. + * more than 2^28 numbers. * * Author: hao yan hyan2008@gmail.com */ @@ -181,7 +181,7 @@ public static int estimateCompressedSize(int[] inputBlock, int bits, } /** - * Check if the block contains big numbers that is greater than ((1<< + * Check if the block contains big numbers that is greater than ((1<< * bits)-1) * * @param inputBlock @@ -377,7 +377,7 @@ public static int decompressBlockByS16(int[] outDecompBlock, * @param outOffset * the start offset in bits in the output array * @param bits - * the number of bits to be written (bits>=0) + * the number of bits to be written (bits greater or equal to 0) */ public static final void writeBits(int[] out, int val, int outOffset, int bits) { @@ -426,7 +426,7 @@ static int decompressBBitSlotsWithHardCodes(int[] decompressedSlots, * @param bits * the number of bits to be read, unlike writeBits(), * readBits() does not deal with bits==0 and thus bits - * must > 0. When bits ==0, the calling functions will + * must be greater than 0. When bits ==0, the calling functions will * just skip the entire bits-bit slots without decoding * them * @return the bits bits of the input From fc93eba764956b3f6410812ac8a66efb887f6b22 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Jun 2014 10:11:05 -0400 Subject: [PATCH 011/266] Another doc update --- src/main/java/com/kamikaze/pfordelta/Simple16.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main/java/com/kamikaze/pfordelta/Simple16.java b/src/main/java/com/kamikaze/pfordelta/Simple16.java index 8b77355..d94ab9c 100644 --- a/src/main/java/com/kamikaze/pfordelta/Simple16.java +++ b/src/main/java/com/kamikaze/pfordelta/Simple16.java @@ -14,7 +14,7 @@ * * 2. http://www2009.org/proceedings/pdf/p401.pdf * - * The maximum possible integer value Simple16 can encode is < 2^28 (this is + * The maximum possible integer value Simple16 can encode is less than 2^28 (this is * dertermined by the Simple16 algorithm itself). Therefore, in order to use * Simple16, the application must write their own code to encode numbers in the * range of [2^28, 2^32). A simple way is just write those numbers as 32-bit From b4178194c142d0acdd3944e13fbdc91367e16caf Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Jun 2014 10:12:02 -0400 Subject: [PATCH 012/266] [maven-release-plugin] prepare release JavaFastPFOR-0.0.12 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 946c13f..860d151 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.0.12-SNAPSHOT + 0.0.12 jar From 46468b3bfda377129c1d9a2ecd6e504e177de16a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Jun 2014 10:12:05 -0400 Subject: [PATCH 013/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 860d151..79f9c3d 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.0.12 + 0.0.13-SNAPSHOT jar From 80d7502e1cb89abf8fa2bda2ca5ad06052ea8b61 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 23 Jul 2014 14:05:33 -0400 Subject: [PATCH 014/266] Preparing new release --- CHANGELOG | 4 +- README.md | 16 +- example.java | 1 + .../com/kamikaze/pfordelta/LCPForDelta.java | 29 +- .../com/kamikaze/pfordelta/PForDelta.java | 9 +- .../pfordelta/PForDeltaUnpack128.java | 2 +- .../PForDeltaUnpack128WIthIntBuffer.java | 2 +- .../java/com/kamikaze/pfordelta/Simple16.java | 1 + .../pfordelta/Simple16WithHardCodes.java | 24 +- .../lemire/integercompression/IntWrapper.java | 3 +- .../me/lemire/integercompression/Util.java | 148 +++--- .../benchmarktools/Benchmark.java | 18 +- .../benchmarktools/BenchmarkBitPacking.java | 4 +- .../benchmarktools/BenchmarkCSV.java | 11 +- .../BenchmarkOffsettedSeries.java | 8 +- .../{ => differential}/Delta.java | 2 +- .../IntegratedBinaryPacking.java | 5 +- .../IntegratedBitPacking.java | 2 +- .../IntegratedByteIntegerCODEC.java | 4 +- .../IntegratedComposition.java | 4 +- .../IntegratedFastPFOR.java | 7 +- .../IntegratedIntegerCODEC.java | 4 +- .../IntegratedVariableByte.java | 4 +- .../{ => differential}/XorBinaryPacking.java | 5 +- .../lemire/integercompression/AdhocTest.java | 9 + .../lemire/integercompression/BasicTest.java | 424 ++++++++++-------- .../integercompression/BoundaryTest.java | 46 +- .../DeltaZigzagEncodingTest.java | 33 +- .../lemire/integercompression/TestUtils.java | 13 +- .../XorBinaryPackingTest.java | 27 +- 30 files changed, 522 insertions(+), 347 deletions(-) rename src/main/java/me/lemire/integercompression/{ => differential}/Delta.java (98%) rename src/main/java/me/lemire/integercompression/{ => differential}/IntegratedBinaryPacking.java (97%) rename src/main/java/me/lemire/integercompression/{ => differential}/IntegratedBitPacking.java (99%) rename src/main/java/me/lemire/integercompression/{ => differential}/IntegratedByteIntegerCODEC.java (78%) rename src/main/java/me/lemire/integercompression/{ => differential}/IntegratedComposition.java (95%) rename src/main/java/me/lemire/integercompression/{ => differential}/IntegratedFastPFOR.java (98%) rename src/main/java/me/lemire/integercompression/{ => differential}/IntegratedIntegerCODEC.java (80%) rename src/main/java/me/lemire/integercompression/{ => differential}/IntegratedVariableByte.java (98%) rename src/main/java/me/lemire/integercompression/{ => differential}/XorBinaryPacking.java (97%) diff --git a/CHANGELOG b/CHANGELOG index d6560fe..8297989 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,7 +1,9 @@ +0.0.13 (July 23rd 2014) + - CODECs using differential coding are now in a separate package (me.lemire.integercompression.differential) + 0.0.12 (June 9th 2014) - Better API documentation - 0.0.11 (Feb. 14th 2014) - Fix rare bug in FastPFOR (reported by Stefan Ackermann (https://github.com/Stivo)) - Improved API documentation diff --git a/README.md b/README.md index 03371f1..230059c 100644 --- a/README.md +++ b/README.md @@ -32,8 +32,15 @@ library is used by the zsearch engine (http://victorparmar.github.com/zsearch/) as well as in GMAP and GSNAP (http://research-pub.gene.com/gmap/). +Usage +------ + +See example.java. + Some CODECs ("integrated codecs") assume that the integers are -in sorted orders. Most others do not. +in sorted orders and use differential coding (they compress deltas). +They can be found in the package me.lemire.integercopression.differential. +Most others do not. Maven central repository @@ -47,7 +54,7 @@ the following code in your pom.xml file: me.lemire.integercompression JavaFastPFOR - 0.0.12 + 0.0.13 @@ -101,11 +108,6 @@ Good instructions on installing Java 7 on Linux: http://forums.linuxmint.com/viewtopic.php?f=42&t=93052 -Usage ------ - -See example.java for a simple demonstration. - How fast is it? --------------- diff --git a/example.java b/example.java index d96ddc4..dbe70d0 100644 --- a/example.java +++ b/example.java @@ -1,4 +1,5 @@ import me.lemire.integercompression.*; +import me.lemire.integercompression.differential.*; import java.util.*; public class example { diff --git a/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java b/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java index 1e331fc..bf5154e 100644 --- a/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java +++ b/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java @@ -82,11 +82,11 @@ public class LCPForDelta { private int[] compBuffer; // buffer to hold the compressed data - public int[] getCompBuffer() { + protected int[] getCompBuffer() { return compBuffer; } - public void setCompBuffer(int[] buffer) { + protected void setCompBuffer(int[] buffer) { compBuffer = buffer; } @@ -141,10 +141,9 @@ public int compress(int[] inBlock, int blockSize) { * @param bits * the the value of the parameter b * @return the size of the compressed block (the number of ints) - * @throws IllegalArgumentException */ public int compressOneBlockCore(int[] inputBlock, int blockSize, - int bits) throws IllegalArgumentException { + int bits) { int outputOffset = HEADER_SIZE; int expUpperBound = 1 << bits; int expNum = 0; @@ -202,7 +201,7 @@ public int compressOneBlockCore(int[] inputBlock, int blockSize, return compressedSizeInInts; } - public int compressOneBlockCore2(int[] inputBlock, int blockSize, + protected int compressOneBlockCore2(int[] inputBlock, int blockSize, int bits) throws IllegalArgumentException { int outputOffset = HEADER_SIZE; int expUpperBound = 1 << bits; @@ -311,7 +310,7 @@ public static void decompressOneBlock(int[] decompBlock, int[] inBlock, } } - public static void decompressOneBlockWithSize(int[] decompBlock, + protected static void decompressOneBlockWithSize(int[] decompBlock, int[] inBlock, int blockSize, int[] expPosBuffer, int[] expHighBitsBuffer, int inBlockLen) { int expNum = inBlock[0] & MASK[31 - POSSIBLE_B_BITS]; @@ -349,7 +348,7 @@ public static void decompressOneBlockWithSize(int[] decompBlock, } } - public static void decompressOneBlockWithSizeWithIntBuffer( + protected static void decompressOneBlockWithSizeWithIntBuffer( final int[] decompBlock, final IntBuffer inBlock, final int blockSize, final int[] expPosBuffer, final int[] expHighBitsBuffer, final int inBlockLen) { @@ -397,10 +396,9 @@ public static void decompressOneBlockWithSizeWithIntBuffer( * @param blockSize * the block size * @return the compressed size in ints - * @throws IllegalArgumentException */ public static int estimateCompressedSize(int[] inputBlock, - int blockSize, int bits) throws IllegalArgumentException { + int blockSize, int bits) { int maxNoExp = (1 << bits) - 1; // Size of the header and the bits-bit slots int outputOffset = HEADER_SIZE + bits * blockSize; @@ -428,10 +426,9 @@ public static int estimateCompressedSize(int[] inputBlock, * @param blockSize * the block size * @return true if there is any big numbers in the block - * @throws IllegalArgumentException */ public static boolean checkBigNumbers(int[] inputBlock, int blockSize, - int bits) throws IllegalArgumentException { + int bits) { int maxNoExp = (1 << bits) - 1; for (int i = 0; i < blockSize; ++i) { if (inputBlock[i] > maxNoExp) @@ -467,7 +464,7 @@ public static int decompressBBitSlots(int[] outDecompSlots, return compressedBitSize; } - public static int decompressBBitSlotsWithHardCodes( + protected static int decompressBBitSlotsWithHardCodes( final int[] outDecompSlots, final int[] inCompBlock, final int blockSize, final int bits) { int compressedBitSize = 0; @@ -476,7 +473,7 @@ public static int decompressBBitSlotsWithHardCodes( return compressedBitSize; } - public static int decompressBBitSlotsWithHardCodesWithIntBuffer( + protected static int decompressBBitSlotsWithHardCodesWithIntBuffer( final int[] outDecompSlots, final IntBuffer inCompBlock, final int blockSize, final int bits) { PForDeltaUnpack128WIthIntBuffer.unpack(outDecompSlots, @@ -541,7 +538,7 @@ public static int decompressBlockByS16(int[] outDecompBlock, return compressedBitSize; } - public static void decompressBlockByS16WithIntBuffer( + protected static void decompressBlockByS16WithIntBuffer( final int[] outDecompBlock, final IntBuffer inCompBlock, final int blockSize) { int num, outOffset = 0, numLeft; @@ -553,7 +550,7 @@ public static void decompressBlockByS16WithIntBuffer( } } - public static void decompressBlockByS16WithIntBufferIntegrated( + protected static void decompressBlockByS16WithIntBufferIntegrated( final int[] outDecompBlock, final IntBuffer inCompBlock, final int blockSize, int[] expPosBuffer, int oribits) { int num, outOffset = 0, numLeft; @@ -620,7 +617,7 @@ public static final int readBits(int[] in, final int inOffset, return val & (0xffffffff >>> (32 - bits)); } - public static final int readBitsWithBuffer(int[] in, + protected static final int readBitsWithBuffer(int[] in, final int inOffset, final int bits) { final int index = inOffset >>> 5; final int skip = inOffset & 0x1f; diff --git a/src/main/java/com/kamikaze/pfordelta/PForDelta.java b/src/main/java/com/kamikaze/pfordelta/PForDelta.java index b17c9cd..9be8e07 100644 --- a/src/main/java/com/kamikaze/pfordelta/PForDelta.java +++ b/src/main/java/com/kamikaze/pfordelta/PForDelta.java @@ -161,10 +161,9 @@ public static int decompressOneBlock(int[] outBlock, int[] inBlock, * @param blockSize * the block size * @return the compressed size in ints - * @throws IllegalArgumentException */ public static int estimateCompressedSize(int[] inputBlock, int bits, - int blockSize) throws IllegalArgumentException { + int blockSize) { int maxNoExp = (1 << bits) - 1; // Size of the header and the bits-bit slots int outputOffset = HEADER_SIZE + bits * blockSize; @@ -192,10 +191,9 @@ public static int estimateCompressedSize(int[] inputBlock, int bits, * @param blockSize * the block size * @return true if there is any big numbers in the block - * @throws IllegalArgumentException */ public static boolean checkBigNumbers(int[] inputBlock, int bits, - int blockSize) throws IllegalArgumentException { + int blockSize) { int maxNoExp = (1 << bits) - 1; for (int i = 0; i < blockSize; ++i) { if (inputBlock[i] > maxNoExp) @@ -215,10 +213,9 @@ public static boolean checkBigNumbers(int[] inputBlock, int bits, * @param blockSize * the block size * @return the compressed block - * @throws IllegalArgumentException */ public static int[] compressOneBlock(int[] inputBlock, int bits, - int blockSize) throws IllegalArgumentException { + int blockSize) { int[] expAux = new int[blockSize * 2]; diff --git a/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128.java b/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128.java index 4da7a61..31b5378 100644 --- a/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128.java +++ b/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128.java @@ -8,7 +8,7 @@ @SuppressWarnings("javadoc") public class PForDeltaUnpack128 { - static public void unpack(int[] out, int[] in, int bits) { + static protected void unpack(int[] out, int[] in, int bits) { switch (bits) { case 0: unpack0(out, in); diff --git a/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128WIthIntBuffer.java b/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128WIthIntBuffer.java index 5596517..2e10e29 100644 --- a/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128WIthIntBuffer.java +++ b/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128WIthIntBuffer.java @@ -15,7 +15,7 @@ @SuppressWarnings("javadoc") public class PForDeltaUnpack128WIthIntBuffer { - static public void unpack(int[] out, IntBuffer in, int bits) { + static protected void unpack(int[] out, IntBuffer in, int bits) { switch (bits) { case 0: unpack0(out, in); diff --git a/src/main/java/com/kamikaze/pfordelta/Simple16.java b/src/main/java/com/kamikaze/pfordelta/Simple16.java index d94ab9c..1ccd315 100644 --- a/src/main/java/com/kamikaze/pfordelta/Simple16.java +++ b/src/main/java/com/kamikaze/pfordelta/Simple16.java @@ -79,6 +79,7 @@ public class Simple16 { * the offset of the input in the number of integers * @param n * the number of elements to be compressed + * @param blockSize block size * @return the number of compressed integers */ public static final int s16Compress(int[] out, int outOffset, int[] in, diff --git a/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java b/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java index 03184f2..b1a9f3f 100644 --- a/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java +++ b/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java @@ -85,6 +85,9 @@ public class Simple16WithHardCodes { * the offset of the input in the number of integers * @param n * the number of elements to be compressed + * @param blockSize block size + * @param oriBlockSize ori block size + * @param oriInputBlock ori input block * @return the number of compressed integers */ public static final int s16Compress(int[] out, int outOffset, int[] in, @@ -114,7 +117,8 @@ public static final int s16Compress(int[] out, int outOffset, int[] in, return -1; } - public static final int s16CompressBackup(int[] out, int outOffset, + + protected static final int s16CompressBackup(int[] out, int outOffset, int[] in, int inOffset, int n, int blockSize, int oriBlockSize, int[] oriInputBlock) { int numIdx, j, num, bits; @@ -152,7 +156,7 @@ public static final int s16CompressBackup(int[] out, int outOffset, * the number of elements to be compressed * @return the number of processed integers */ - public static final int s16Decompress(int[] out, int outOffset, + protected static final int s16Decompress(int[] out, int outOffset, int[] in, int inOffset, int n) { int numIdx, j = 0, bits = 0; numIdx = in[inOffset] >>> S16_BITSSIZE; @@ -165,7 +169,7 @@ public static final int s16Decompress(int[] out, int outOffset, return num; } - public static final int s16DecompressWithIntBufferBackup( + protected static final int s16DecompressWithIntBufferBackup( final int[] out, int outOffset, final int value, final int n) { int j = 0, shift; final int numIdx = value >>> S16_BITSSIZE; @@ -180,7 +184,7 @@ public static final int s16DecompressWithIntBufferBackup( return num; } - public static final int s16DecompressWithIntBuffer(final int[] out, + protected static final int s16DecompressWithIntBuffer(final int[] out, int outOffset, final int value, final int n) { int j = 0, shift; final int numIdx = value >>> S16_BITSSIZE; @@ -196,14 +200,14 @@ public static final int s16DecompressWithIntBuffer(final int[] out, return num; } - public static final int s16DecompressWithIntBufferWithHardCodes( + protected static final int s16DecompressWithIntBufferWithHardCodes( final int[] out, int outOffset, final int value, final int n) { final int numIdx = value >>> S16_BITSSIZE; return s16DecompressOneNumberWithHardCodes(out, outOffset, value, numIdx); } - public static final int s16DecompressWithIntBufferIntegrated( + protected static final int s16DecompressWithIntBufferIntegrated( final int[] out, int outOffset, final int value, final int n, int[] expPos, int oribits) { int j = 0, shift = 0; @@ -219,7 +223,7 @@ public static final int s16DecompressWithIntBufferIntegrated( return num; } - public static final int s16DecompressWithIntBufferIntegrated2( + protected static final int s16DecompressWithIntBufferIntegrated2( final int[] out, int outOffset, final int value, final int n, int[] expPos, int oribits) { final int numIdx = value >>> S16_BITSSIZE; @@ -227,7 +231,7 @@ public static final int s16DecompressWithIntBufferIntegrated2( outOffset, value, numIdx, oribits, expPos); } - public static final int s16DecompressWithIntBufferIntegratedBackup( + protected static final int s16DecompressWithIntBufferIntegratedBackup( final int[] out, int outOffset, final int value, final int n, int[] expPos, int oribits) { int j = 0, shift = 0; @@ -242,7 +246,7 @@ public static final int s16DecompressWithIntBufferIntegratedBackup( return num; } - public static int s16DecompressOneNumberWithHardCodes(int[] out, + protected static int s16DecompressOneNumberWithHardCodes(int[] out, int outOffset, int value, int numIdx) { switch (numIdx) { case 0: { @@ -459,7 +463,7 @@ public static int s16DecompressOneNumberWithHardCodes(int[] out, } } - public static int s16DecompressOneNumberWithHardCodesIntegrated( + protected static int s16DecompressOneNumberWithHardCodesIntegrated( int[] out, int outOffset, int value, int numIdx, int oribits, int[] expPos) { switch (numIdx) { diff --git a/src/main/java/me/lemire/integercompression/IntWrapper.java b/src/main/java/me/lemire/integercompression/IntWrapper.java index 94968eb..6bd8f0b 100644 --- a/src/main/java/me/lemire/integercompression/IntWrapper.java +++ b/src/main/java/me/lemire/integercompression/IntWrapper.java @@ -33,7 +33,8 @@ public IntWrapper(final int v) { } /** - * @param v + * add the provided value to the integer + * @param v value to add */ public void add(int v) { this.value += v; diff --git a/src/main/java/me/lemire/integercompression/Util.java b/src/main/java/me/lemire/integercompression/Util.java index ba47bfc..573c829 100644 --- a/src/main/java/me/lemire/integercompression/Util.java +++ b/src/main/java/me/lemire/integercompression/Util.java @@ -13,64 +13,102 @@ * */ public final class Util { - protected static int maxbits(int[] i, int pos, int length) { - int mask = 0; - for (int k = pos; k < pos + length; ++k) - mask |= i[k]; - return bits(mask); - } + /** + * Compute the maximum of the integer logarithms (ceil(log(x+1)) of a range + * of value + * + * @param i + * source array + * @param pos + * starting position + * @param length + * number of integers to consider + * @return integer logarithm + */ + public static int maxbits(int[] i, int pos, int length) { + int mask = 0; + for (int k = pos; k < pos + length; ++k) + mask |= i[k]; + return bits(mask); + } - protected static int maxbits32(int[] i, int pos) { - int mask = i[pos]; - mask |= i[pos + 1]; - mask |= i[pos + 2]; - mask |= i[pos + 3]; - mask |= i[pos + 4]; - mask |= i[pos + 5]; - mask |= i[pos + 6]; - mask |= i[pos + 7]; - mask |= i[pos + 8]; - mask |= i[pos + 9]; - mask |= i[pos + 10]; - mask |= i[pos + 11]; - mask |= i[pos + 12]; - mask |= i[pos + 13]; - mask |= i[pos + 14]; - mask |= i[pos + 15]; - mask |= i[pos + 16]; - mask |= i[pos + 17]; - mask |= i[pos + 18]; - mask |= i[pos + 19]; - mask |= i[pos + 20]; - mask |= i[pos + 21]; - mask |= i[pos + 22]; - mask |= i[pos + 23]; - mask |= i[pos + 24]; - mask |= i[pos + 25]; - mask |= i[pos + 26]; - mask |= i[pos + 27]; - mask |= i[pos + 28]; - mask |= i[pos + 29]; - mask |= i[pos + 30]; - mask |= i[pos + 31]; - return bits(mask); - } + protected static int maxbits32(int[] i, int pos) { + int mask = i[pos]; + mask |= i[pos + 1]; + mask |= i[pos + 2]; + mask |= i[pos + 3]; + mask |= i[pos + 4]; + mask |= i[pos + 5]; + mask |= i[pos + 6]; + mask |= i[pos + 7]; + mask |= i[pos + 8]; + mask |= i[pos + 9]; + mask |= i[pos + 10]; + mask |= i[pos + 11]; + mask |= i[pos + 12]; + mask |= i[pos + 13]; + mask |= i[pos + 14]; + mask |= i[pos + 15]; + mask |= i[pos + 16]; + mask |= i[pos + 17]; + mask |= i[pos + 18]; + mask |= i[pos + 19]; + mask |= i[pos + 20]; + mask |= i[pos + 21]; + mask |= i[pos + 22]; + mask |= i[pos + 23]; + mask |= i[pos + 24]; + mask |= i[pos + 25]; + mask |= i[pos + 26]; + mask |= i[pos + 27]; + mask |= i[pos + 28]; + mask |= i[pos + 29]; + mask |= i[pos + 30]; + mask |= i[pos + 31]; + return bits(mask); + } - protected static int maxdiffbits(int initoffset, int[] i, int pos, - int length) { - int mask = 0; - mask |= (i[pos] - initoffset); - for (int k = pos + 1; k < pos + length; ++k) { - mask |= i[k] - i[k - 1]; - } - return bits(mask); + /** + * Compute the maximum of the integer logarithms (ceil(log(x+1)) of a the + * successive differences (deltas) of a range of value + * @param initoffset initial vallue for the computation of the deltas + * @param i + * source array + * @param pos + * starting position + * @param length + * number of integers to consider + * @return integer logarithm + */ + public static int maxdiffbits(int initoffset, int[] i, int pos, int length) { + int mask = 0; + mask |= (i[pos] - initoffset); + for (int k = pos + 1; k < pos + length; ++k) { + mask |= i[k] - i[k - 1]; } + return bits(mask); + } - protected static int bits(int i) { - return 32 - Integer.numberOfLeadingZeros(i); - } + /** + * Compute the integer logarithms (ceil(log(x+1)) of a value + * + * @param i + * source value + * @return integer logarithm + */ + public static int bits(int i) { + return 32 - Integer.numberOfLeadingZeros(i); + } - protected static int floorBy(int value, int factor) { - return value - value % factor; - } + /** + * return floor(value / factor) + * + * @param value numerator + * @param factor denominator + * @return result of the division + */ + public static int floorBy(int value, int factor) { + + return value - value % factor; + } } diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java index 3e60c9e..7ca21da 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java @@ -11,18 +11,11 @@ import me.lemire.integercompression.BinaryPacking; import me.lemire.integercompression.ByteIntegerCODEC; import me.lemire.integercompression.Composition; -import me.lemire.integercompression.Delta; import me.lemire.integercompression.DeltaZigzagBinaryPacking; import me.lemire.integercompression.DeltaZigzagVariableByte; import me.lemire.integercompression.FastPFOR; import me.lemire.integercompression.IntWrapper; import me.lemire.integercompression.IntegerCODEC; -import me.lemire.integercompression.IntegratedBinaryPacking; -import me.lemire.integercompression.IntegratedByteIntegerCODEC; -import me.lemire.integercompression.IntegratedComposition; -import me.lemire.integercompression.IntegratedFastPFOR; -import me.lemire.integercompression.IntegratedIntegerCODEC; -import me.lemire.integercompression.IntegratedVariableByte; import me.lemire.integercompression.JustCopy; import me.lemire.integercompression.NewPFD; import me.lemire.integercompression.NewPFDS16; @@ -32,7 +25,14 @@ import me.lemire.integercompression.OptPFDS9; import me.lemire.integercompression.Simple9; import me.lemire.integercompression.VariableByte; -import me.lemire.integercompression.XorBinaryPacking; +import me.lemire.integercompression.differential.Delta; +import me.lemire.integercompression.differential.IntegratedBinaryPacking; +import me.lemire.integercompression.differential.IntegratedByteIntegerCODEC; +import me.lemire.integercompression.differential.IntegratedComposition; +import me.lemire.integercompression.differential.IntegratedFastPFOR; +import me.lemire.integercompression.differential.IntegratedIntegerCODEC; +import me.lemire.integercompression.differential.IntegratedVariableByte; +import me.lemire.integercompression.differential.XorBinaryPacking; import me.lemire.integercompression.synth.ClusteredDataGenerator; import java.io.File; @@ -300,7 +300,7 @@ private static void testByteCodec(PrintWriter csvLog, int sparsity, * * @param args * command-line arguments - * @throws FileNotFoundException + * @throws FileNotFoundException when we fail to create a new file */ public static void main(String args[]) throws FileNotFoundException { System.out diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkBitPacking.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkBitPacking.java index 2a05dcb..3380d36 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkBitPacking.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkBitPacking.java @@ -11,8 +11,8 @@ import java.util.Random; import me.lemire.integercompression.BitPacking; -import me.lemire.integercompression.Delta; -import me.lemire.integercompression.IntegratedBitPacking; +import me.lemire.integercompression.differential.Delta; +import me.lemire.integercompression.differential.IntegratedBitPacking; /** * Class used to benchmark the speed of bit packing. (For expert use.) diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java index e301d8f..c0af811 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java @@ -1,6 +1,13 @@ package me.lemire.integercompression.benchmarktools; import me.lemire.integercompression.*; +import me.lemire.integercompression.differential.IntegratedBinaryPacking; +import me.lemire.integercompression.differential.IntegratedByteIntegerCODEC; +import me.lemire.integercompression.differential.IntegratedComposition; +import me.lemire.integercompression.differential.IntegratedFastPFOR; +import me.lemire.integercompression.differential.IntegratedIntegerCODEC; +import me.lemire.integercompression.differential.IntegratedVariableByte; + import java.io.*; import java.util.ArrayList; import java.util.Arrays; @@ -119,8 +126,8 @@ private enum CompressionMode { } /** - * @param args - * @throws IOException + * @param args command-line arguments + * @throws IOException when some IO error occurs */ public static void main(final String[] args) throws IOException { Format myformat = Format.ONEARRAYPERLINE; diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java index 9975ebc..9e25dc6 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java @@ -15,9 +15,9 @@ import me.lemire.integercompression.FastPFOR; import me.lemire.integercompression.IntWrapper; import me.lemire.integercompression.IntegerCODEC; -import me.lemire.integercompression.IntegratedBinaryPacking; import me.lemire.integercompression.JustCopy; -import me.lemire.integercompression.XorBinaryPacking; +import me.lemire.integercompression.differential.IntegratedBinaryPacking; +import me.lemire.integercompression.differential.XorBinaryPacking; /** * Simple synthetic benchmark @@ -265,8 +265,8 @@ private static int[][] sortDataChunks(int[][] src) { } /** - * @param args - * @throws Exception + * @param args command-line arguments + * @throws Exception when some problem occurs */ public static void main(final String[] args) throws Exception { File csvFile = new File( diff --git a/src/main/java/me/lemire/integercompression/Delta.java b/src/main/java/me/lemire/integercompression/differential/Delta.java similarity index 98% rename from src/main/java/me/lemire/integercompression/Delta.java rename to src/main/java/me/lemire/integercompression/differential/Delta.java index 29f0cd2..4f7c144 100644 --- a/src/main/java/me/lemire/integercompression/Delta.java +++ b/src/main/java/me/lemire/integercompression/differential/Delta.java @@ -5,7 +5,7 @@ * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression; +package me.lemire.integercompression.differential; /** * Generic class to compute differential coding. diff --git a/src/main/java/me/lemire/integercompression/IntegratedBinaryPacking.java b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java similarity index 97% rename from src/main/java/me/lemire/integercompression/IntegratedBinaryPacking.java rename to src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java index 478f98c..82f95b2 100644 --- a/src/main/java/me/lemire/integercompression/IntegratedBinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java @@ -5,7 +5,10 @@ * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression; +package me.lemire.integercompression.differential; + +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.Util; /** * Scheme based on a commonly used idea: can be extremely fast. diff --git a/src/main/java/me/lemire/integercompression/IntegratedBitPacking.java b/src/main/java/me/lemire/integercompression/differential/IntegratedBitPacking.java similarity index 99% rename from src/main/java/me/lemire/integercompression/IntegratedBitPacking.java rename to src/main/java/me/lemire/integercompression/differential/IntegratedBitPacking.java index 71387bb..8b26f6b 100644 --- a/src/main/java/me/lemire/integercompression/IntegratedBitPacking.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedBitPacking.java @@ -5,7 +5,7 @@ * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression; +package me.lemire.integercompression.differential; import java.util.Arrays; diff --git a/src/main/java/me/lemire/integercompression/IntegratedByteIntegerCODEC.java b/src/main/java/me/lemire/integercompression/differential/IntegratedByteIntegerCODEC.java similarity index 78% rename from src/main/java/me/lemire/integercompression/IntegratedByteIntegerCODEC.java rename to src/main/java/me/lemire/integercompression/differential/IntegratedByteIntegerCODEC.java index e155b66..b0184b8 100644 --- a/src/main/java/me/lemire/integercompression/IntegratedByteIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedByteIntegerCODEC.java @@ -5,7 +5,9 @@ * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression; +package me.lemire.integercompression.differential; + +import me.lemire.integercompression.ByteIntegerCODEC; /** * Interface describing a CODEC to compress integers to bytes. diff --git a/src/main/java/me/lemire/integercompression/IntegratedComposition.java b/src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java similarity index 95% rename from src/main/java/me/lemire/integercompression/IntegratedComposition.java rename to src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java index 9cf274b..4843497 100644 --- a/src/main/java/me/lemire/integercompression/IntegratedComposition.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java @@ -4,7 +4,9 @@ * * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression; +package me.lemire.integercompression.differential; + +import me.lemire.integercompression.IntWrapper; /** * Helper class to compose schemes. diff --git a/src/main/java/me/lemire/integercompression/IntegratedFastPFOR.java b/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java similarity index 98% rename from src/main/java/me/lemire/integercompression/IntegratedFastPFOR.java rename to src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java index 911d5c2..8b5e499 100644 --- a/src/main/java/me/lemire/integercompression/IntegratedFastPFOR.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java @@ -4,11 +4,16 @@ * * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression; +package me.lemire.integercompression.differential; import java.nio.ByteBuffer; import java.util.Arrays; +import me.lemire.integercompression.BitPacking; +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.IntegerCODEC; +import me.lemire.integercompression.Util; + /** *

* This is an integrated version of FastPFOR meaning that it computes diff --git a/src/main/java/me/lemire/integercompression/IntegratedIntegerCODEC.java b/src/main/java/me/lemire/integercompression/differential/IntegratedIntegerCODEC.java similarity index 80% rename from src/main/java/me/lemire/integercompression/IntegratedIntegerCODEC.java rename to src/main/java/me/lemire/integercompression/differential/IntegratedIntegerCODEC.java index 7cb07c4..4c03d29 100644 --- a/src/main/java/me/lemire/integercompression/IntegratedIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedIntegerCODEC.java @@ -4,7 +4,9 @@ * * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression; +package me.lemire.integercompression.differential; + +import me.lemire.integercompression.IntegerCODEC; /** * This is just like IntegerCODEC, except that it indicates that delta coding is diff --git a/src/main/java/me/lemire/integercompression/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java similarity index 98% rename from src/main/java/me/lemire/integercompression/IntegratedVariableByte.java rename to src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index e085327..19be4b8 100644 --- a/src/main/java/me/lemire/integercompression/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -4,11 +4,13 @@ * * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression; +package me.lemire.integercompression.differential; import java.nio.ByteBuffer; import java.nio.IntBuffer; +import me.lemire.integercompression.IntWrapper; + /** * Implementation of variable-byte with differential coding. For best * performance, use it using the IntegratedByteIntegerCODEC interface. diff --git a/src/main/java/me/lemire/integercompression/XorBinaryPacking.java b/src/main/java/me/lemire/integercompression/differential/XorBinaryPacking.java similarity index 97% rename from src/main/java/me/lemire/integercompression/XorBinaryPacking.java rename to src/main/java/me/lemire/integercompression/differential/XorBinaryPacking.java index 131db4b..0e2b067 100644 --- a/src/main/java/me/lemire/integercompression/XorBinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/differential/XorBinaryPacking.java @@ -2,7 +2,10 @@ * This code is released under the * Apache License Version 2.0 http://www.apache.org/licenses/. */ -package me.lemire.integercompression; +package me.lemire.integercompression.differential; + +import me.lemire.integercompression.BitPacking; +import me.lemire.integercompression.IntWrapper; /** * BinaryPacking over XOR differential. diff --git a/src/test/java/me/lemire/integercompression/AdhocTest.java b/src/test/java/me/lemire/integercompression/AdhocTest.java index d076b44..b82b69b 100644 --- a/src/test/java/me/lemire/integercompression/AdhocTest.java +++ b/src/test/java/me/lemire/integercompression/AdhocTest.java @@ -10,6 +10,9 @@ public class AdhocTest { + /** + * a test + */ @Test public void biggerCompressedArray0() { // No problem: for comparison. @@ -17,6 +20,9 @@ public void biggerCompressedArray0() { assertSymmetry(c, 0, 16384); } + /** + * a test + */ @Test public void biggerCompressedArray1() { // Compressed array is bigger than original, because of VariableByte. @@ -24,6 +30,9 @@ public void biggerCompressedArray1() { assertSymmetry(c, -1); } + /** + * a test + */ @Test public void biggerCompressedArray2() { // Compressed array is bigger than original, because of Composition. diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 7835adf..dc3b255 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -3,9 +3,17 @@ import java.util.Arrays; import java.util.Random; +import me.lemire.integercompression.differential.Delta; +import me.lemire.integercompression.differential.IntegratedBinaryPacking; +import me.lemire.integercompression.differential.IntegratedComposition; +import me.lemire.integercompression.differential.IntegratedFastPFOR; +import me.lemire.integercompression.differential.IntegratedIntegerCODEC; +import me.lemire.integercompression.differential.IntegratedVariableByte; +import me.lemire.integercompression.differential.XorBinaryPacking; import me.lemire.integercompression.synth.ClusteredDataGenerator; import org.junit.Test; + import static org.junit.Assert.*; /** @@ -13,90 +21,93 @@ * * @author Daniel Lemire */ -@SuppressWarnings({"static-method","javadoc"}) -public class BasicTest -{ - IntegerCODEC[] codecs = { - new IntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte()), - new JustCopy(), - new VariableByte(), - new IntegratedVariableByte(), - new Composition(new BinaryPacking(), new VariableByte()), - new Composition(new NewPFD(), new VariableByte()), - new Composition(new NewPFDS16(), new VariableByte()), - new Composition(new OptPFDS9(), new VariableByte()), - new Composition(new OptPFDS16(), new VariableByte()), - new IntegratedComposition(new IntegratedFastPFOR(), - new IntegratedVariableByte()), - new Composition(new FastPFOR(), new VariableByte()), - new Simple9(), - new Composition(new XorBinaryPacking(), new VariableByte()), - new Composition(new DeltaZigzagBinaryPacking(), - new DeltaZigzagVariableByte()) }; +@SuppressWarnings({ "static-method", "javadoc" }) +public class BasicTest { + IntegerCODEC[] codecs = { + new IntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()), + new JustCopy(), + new VariableByte(), + new IntegratedVariableByte(), + new Composition(new BinaryPacking(), new VariableByte()), + new Composition(new NewPFD(), new VariableByte()), + new Composition(new NewPFDS16(), new VariableByte()), + new Composition(new OptPFDS9(), new VariableByte()), + new Composition(new OptPFDS16(), new VariableByte()), + new IntegratedComposition(new IntegratedFastPFOR(), + new IntegratedVariableByte()), + new Composition(new FastPFOR(), new VariableByte()), + new Simple9(), + new Composition(new XorBinaryPacking(), new VariableByte()), + new Composition(new DeltaZigzagBinaryPacking(), + new DeltaZigzagVariableByte()) }; + + /** + * + */ @Test public void varyingLengthTest() { - int N = 4096; - int[] data = new int[N]; - for (int k = 0; k < N; ++k) - data[k] = k; - for (IntegerCODEC c : codecs) { - for (int L = 1; L <= 128; L++) { - int[] comp = TestUtils.compress(c, - Arrays.copyOf(data, L)); - int[] answer = TestUtils.uncompress(c, comp, L); - for (int k = 0; k < L; ++k) - if (answer[k] != data[k]) - throw new RuntimeException( - "bug"); - } - for (int L = 128; L <= N; L*=2) { - int[] comp = TestUtils.compress(c, - Arrays.copyOf(data, L)); - int[] answer = TestUtils.uncompress(c, comp, L); - for (int k = 0; k < L; ++k) - if (answer[k] != data[k]) - throw new RuntimeException( - "bug"); - } + int N = 4096; + int[] data = new int[N]; + for (int k = 0; k < N; ++k) + data[k] = k; + for (IntegerCODEC c : codecs) { + for (int L = 1; L <= 128; L++) { + int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + for (int L = 128; L <= N; L *= 2) { + int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } - } } + } + + /** + * + */ @Test public void varyingLengthTest2() { - int N = 128; - int[] data = new int[N]; - data[127] = -1; - for (IntegerCODEC c : codecs) { - try { - // CODEC Simple9 is limited to "small" integers. - if(c.getClass().equals(Class.forName("me.lemire.integercompression.Simple9"))) - continue; - } catch (ClassNotFoundException e) { - e.printStackTrace(); - } - for (int L = 1; L <= 128; L++) { - int[] comp = TestUtils.compress(c, - Arrays.copyOf(data, L)); - int[] answer = TestUtils.uncompress(c, comp, L); - for (int k = 0; k < L; ++k) - if (answer[k] != data[k]) - throw new RuntimeException( - "bug"); - } - for (int L = 128; L <= N; L*=2) { - int[] comp = TestUtils.compress(c, - Arrays.copyOf(data, L)); - int[] answer = TestUtils.uncompress(c, comp, L); - for (int k = 0; k < L; ++k) - if (answer[k] != data[k]) - throw new RuntimeException( - "bug"); - } + int N = 128; + int[] data = new int[N]; + data[127] = -1; + for (IntegerCODEC c : codecs) { + try { + // CODEC Simple9 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.Simple9"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } + for (int L = 1; L <= 128; L++) { + int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + for (int L = 128; L <= N; L *= 2) { + int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } - } } - + } + + /** + * + */ @Test public void checkDeltaZigzagVB() { DeltaZigzagVariableByte codec = new DeltaZigzagVariableByte(); @@ -108,17 +119,18 @@ public void checkDeltaZigzagVB() { test(codec, codeco, 2, 18); } + /** + * + */ @Test public void checkDeltaZigzagPacking() { DeltaZigzagBinaryPacking codec = new DeltaZigzagBinaryPacking(); testZeroInZeroOut(codec); testSpurious(codec); - IntegerCODEC compo = new Composition( - new DeltaZigzagBinaryPacking(), + IntegerCODEC compo = new Composition(new DeltaZigzagBinaryPacking(), new VariableByte()); - IntegerCODEC compo2 = new Composition( - new DeltaZigzagBinaryPacking(), + IntegerCODEC compo2 = new Composition(new DeltaZigzagBinaryPacking(), new VariableByte()); testZeroInZeroOut(compo); @@ -128,12 +140,18 @@ public void checkDeltaZigzagPacking() { test(compo, compo2, 2, 18); } + /** + * + */ @Test public void checkXorBinaryPacking() { testZeroInZeroOut(new XorBinaryPacking()); testSpurious(new XorBinaryPacking()); } + /** + * + */ @Test public void checkXorBinaryPacking1() { IntegerCODEC c = new IntegratedComposition(new XorBinaryPacking(), @@ -141,6 +159,9 @@ public void checkXorBinaryPacking1() { testZeroInZeroOut(c); } + /** + * + */ @Test public void checkXorBinaryPacking2() { IntegerCODEC c = new IntegratedComposition(new XorBinaryPacking(), @@ -148,6 +169,9 @@ public void checkXorBinaryPacking2() { testUnsorted(c); } + /** + * + */ @Test public void checkXorBinaryPacking3() { IntegerCODEC c = new IntegratedComposition(new XorBinaryPacking(), @@ -205,6 +229,12 @@ public void verifyWithoutMask() { } } + /** + * @param array + * some array + * @param mask + * provided mask + */ public static void maskArray(int[] array, int mask) { for (int i = 0, end = array.length; i < end; ++i) { array[i] &= mask; @@ -264,8 +294,7 @@ public void spuriousouttest() { } /** - * check that an empty array generates an empty array - * after compression. + * check that an empty array generates an empty array after compression. */ @Test public void zeroinzerouttest() { @@ -280,8 +309,10 @@ public void zeroinzerouttest() { testZeroInZeroOut(new OptPFDS16()); testZeroInZeroOut(new FastPFOR()); testZeroInZeroOut(new VariableByte()); - testZeroInZeroOut(new Composition(new IntegratedBinaryPacking(), new VariableByte())); - testZeroInZeroOut(new Composition(new BinaryPacking(), new VariableByte())); + testZeroInZeroOut(new Composition(new IntegratedBinaryPacking(), + new VariableByte())); + testZeroInZeroOut(new Composition(new BinaryPacking(), + new VariableByte())); testZeroInZeroOut(new Composition(new NewPFD(), new VariableByte())); testZeroInZeroOut(new Composition(new NewPFDS9(), new VariableByte())); testZeroInZeroOut(new Composition(new NewPFDS16(), new VariableByte())); @@ -290,7 +321,8 @@ public void zeroinzerouttest() { testZeroInZeroOut(new Composition(new OptPFDS16(), new VariableByte())); testZeroInZeroOut(new Composition(new FastPFOR(), new VariableByte())); - testZeroInZeroOut(new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte())); + testZeroInZeroOut(new IntegratedComposition( + new IntegratedBinaryPacking(), new IntegratedVariableByte())); } private static void testSpurious(IntegerCODEC c) { @@ -318,7 +350,7 @@ private static void testZeroInZeroOut(IntegerCODEC c) { assertEquals(0, outpos.intValue()); } - private static void test(IntegerCODEC c,IntegerCODEC co, int N, int nbr) { + private static void test(IntegerCODEC c, IntegerCODEC co, int N, int nbr) { ClusteredDataGenerator cdg = new ClusteredDataGenerator(); for (int sparsity = 1; sparsity < 31 - nbr; sparsity += 4) { int[][] data = new int[N][]; @@ -340,11 +372,13 @@ private static void test(int N, int nbr) { } testCodec(new IntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte()),new IntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte()), data, max); - testCodec(new JustCopy(),new JustCopy(), data, max); + new IntegratedVariableByte()), + new IntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()), data, max); + testCodec(new JustCopy(), new JustCopy(), data, max); testCodec(new VariableByte(), new VariableByte(), data, max); - testCodec(new IntegratedVariableByte(),new IntegratedVariableByte(), data, max); + testCodec(new IntegratedVariableByte(), + new IntegratedVariableByte(), data, max); testCodec(new Composition(new BinaryPacking(), new VariableByte()), new Composition(new BinaryPacking(), new VariableByte()), data, max); @@ -352,28 +386,29 @@ private static void test(int N, int nbr) { new Composition(new NewPFD(), new VariableByte()), data, max); testCodec(new Composition(new NewPFDS9(), new VariableByte()), - new Composition(new NewPFDS9(), new VariableByte()), - data, max); + new Composition(new NewPFDS9(), new VariableByte()), data, + max); testCodec(new Composition(new NewPFDS16(), new VariableByte()), - new Composition(new NewPFDS16(), new VariableByte()), - data, max); + new Composition(new NewPFDS16(), new VariableByte()), data, + max); testCodec(new Composition(new OptPFD(), new VariableByte()), - new Composition(new OptPFD(), new VariableByte()),data, + new Composition(new OptPFD(), new VariableByte()), data, max); testCodec(new Composition(new OptPFDS9(), new VariableByte()), - new Composition(new OptPFDS9(), new VariableByte()), - data, max); + new Composition(new OptPFDS9(), new VariableByte()), data, + max); testCodec(new Composition(new OptPFDS16(), new VariableByte()), - new Composition(new OptPFDS16(), new VariableByte()), - data, max); + new Composition(new OptPFDS16(), new VariableByte()), data, + max); testCodec(new Composition(new FastPFOR(), new VariableByte()), - new Composition(new FastPFOR(), new VariableByte()), - data, max); - testCodec(new Simple9(),new Simple9(), data, max); + new Composition(new FastPFOR(), new VariableByte()), data, + max); + testCodec(new Simple9(), new Simple9(), data, max); } } - private static void testCodec(IntegerCODEC c,IntegerCODEC co, int[][] data, int max) { + private static void testCodec(IntegerCODEC c, IntegerCODEC co, + int[][] data, int max) { int N = data.length; int maxlength = 0; for (int k = 0; k < N; ++k) { @@ -407,8 +442,8 @@ private static void testCodec(IntegerCODEC c,IntegerCODEC co, int[][] data, int // Check assertions. assertEquals("length is not match", outpos.get(), data[k].length); int[] bufferCutout = Arrays.copyOf(buffer, outpos.get()); - assertArrayEquals("failed to reconstruct original data", - data[k], bufferCutout); + assertArrayEquals("failed to reconstruct original data", data[k], + bufferCutout); } } @@ -429,8 +464,9 @@ public void testUnsortedExample() { testUnsorted(new Composition(new FastPFOR(), new VariableByte())); testUnsorted(new IntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte())); - testUnsorted(new Composition(new IntegratedBinaryPacking(), new VariableByte())); + new IntegratedVariableByte())); + testUnsorted(new Composition(new IntegratedBinaryPacking(), + new VariableByte())); testUnsorted(new IntegratedComposition(new IntegratedFastPFOR(), new IntegratedVariableByte())); @@ -446,8 +482,9 @@ public void testUnsortedExample() { testUnsorted2(new Composition(new FastPFOR(), new VariableByte())); testUnsorted3(new IntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte())); - testUnsorted3(new Composition(new IntegratedBinaryPacking(), new VariableByte())); + new IntegratedVariableByte())); + testUnsorted3(new Composition(new IntegratedBinaryPacking(), + new VariableByte())); testUnsorted3(new IntegratedComposition(new IntegratedFastPFOR(), new IntegratedVariableByte())); testUnsorted3(new VariableByte()); @@ -462,15 +499,19 @@ public void testUnsortedExample() { testUnsorted3(new Composition(new FastPFOR(), new VariableByte())); testUnsorted2(new IntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte())); - testUnsorted2(new Composition(new IntegratedBinaryPacking(), new VariableByte())); + new IntegratedVariableByte())); + testUnsorted2(new Composition(new IntegratedBinaryPacking(), + new VariableByte())); testUnsorted2(new IntegratedComposition(new IntegratedFastPFOR(), new IntegratedVariableByte())); } - public void testUnsorted(IntegerCODEC codec) - { + /** + * @param codec + * provided codec + */ + public void testUnsorted(IntegerCODEC codec) { int[] lengths = { 133, 1333333 }; for (int N : lengths) { int[] data = new int[N]; @@ -487,90 +528,93 @@ public void testUnsorted(IntegerCODEC codec) int[] compressed = new int[(int) Math.ceil(N * 1.01) + 1024]; IntWrapper inputoffset = new IntWrapper(0); IntWrapper outputoffset = new IntWrapper(0); - codec.compress(data, inputoffset, data.length, compressed, outputoffset); + codec.compress(data, inputoffset, data.length, compressed, + outputoffset); // we can repack the data: (optional) compressed = Arrays.copyOf(compressed, outputoffset.intValue()); int[] recovered = new int[N]; IntWrapper recoffset = new IntWrapper(0); - codec.uncompress(compressed, new IntWrapper(0), - compressed.length, recovered, recoffset); + codec.uncompress(compressed, new IntWrapper(0), compressed.length, + recovered, recoffset); assertArrayEquals(data, recovered); } } - - public void testUnsorted2(IntegerCODEC codec) { - int[] data = new int[128]; - data[5] = -1; - int[] compressed = new int[1024]; - IntWrapper inputoffset = new IntWrapper(0); - IntWrapper outputoffset = new IntWrapper(0); - codec.compress(data, inputoffset, data.length, compressed, - outputoffset); - // we can repack the data: (optional) - compressed = Arrays.copyOf(compressed, outputoffset.intValue()); - - int[] recovered = new int[128]; - IntWrapper recoffset = new IntWrapper(0); - codec.uncompress(compressed, new IntWrapper(0), - compressed.length, recovered, recoffset); - assertArrayEquals(data, recovered); - } - public void testUnsorted3(IntegerCODEC codec) { - int[] data = new int[128]; - data[127] = -1; - int[] compressed = new int[1024]; - IntWrapper inputoffset = new IntWrapper(0); - IntWrapper outputoffset = new IntWrapper(0); - codec.compress(data, inputoffset, data.length, compressed, - outputoffset); - // we can repack the data: (optional) - compressed = Arrays.copyOf(compressed, outputoffset.intValue()); - - int[] recovered = new int[128]; - IntWrapper recoffset = new IntWrapper(0); - codec.uncompress(compressed, new IntWrapper(0), - compressed.length, recovered, recoffset); - assertArrayEquals(data, recovered); - } - - - @Test - public void fastPforTest() { - // proposed by Stefan Ackermann (https://github.com/Stivo) - FastPFOR codec1 = new FastPFOR(); - FastPFOR codec2 = new FastPFOR(); - int N = 128; - int[] data = new int[N]; - for (int i = 0; i < N; i++) - data[i] = 0; - data[126] = -1; - int[] comp = TestUtils.compress(codec1, - Arrays.copyOf(data, N)); - int[] answer = TestUtils.uncompress(codec2, comp, N); - for (int k = 0; k < N; ++k) - if (answer[k] != data[k]) - throw new RuntimeException( - "bug "+k+" "+answer[k]+" != "+data[k]); - } - @Test - public void ifastPforTest() { - // inspired by Stefan Ackermann (https://github.com/Stivo) - IntegratedFastPFOR codec1 = new IntegratedFastPFOR(); - IntegratedFastPFOR codec2 = new IntegratedFastPFOR(); - int N = 128; - int[] data = new int[N]; - for (int i = 0; i < N; i++) - data[i] = 0; - data[126] = -1; - int[] comp = TestUtils.compress(codec1, - Arrays.copyOf(data, N)); - int[] answer = TestUtils.uncompress(codec2, comp, N); - for (int k = 0; k < N; ++k) - if (answer[k] != data[k]) - throw new RuntimeException( - "bug "+k+" "+answer[k]+" != "+data[k]); - } - + private void testUnsorted2(IntegerCODEC codec) { + int[] data = new int[128]; + data[5] = -1; + int[] compressed = new int[1024]; + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + codec.compress(data, inputoffset, data.length, compressed, outputoffset); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + int[] recovered = new int[128]; + IntWrapper recoffset = new IntWrapper(0); + codec.uncompress(compressed, new IntWrapper(0), compressed.length, + recovered, recoffset); + assertArrayEquals(data, recovered); + } + + private void testUnsorted3(IntegerCODEC codec) { + int[] data = new int[128]; + data[127] = -1; + int[] compressed = new int[1024]; + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + codec.compress(data, inputoffset, data.length, compressed, outputoffset); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + int[] recovered = new int[128]; + IntWrapper recoffset = new IntWrapper(0); + codec.uncompress(compressed, new IntWrapper(0), compressed.length, + recovered, recoffset); + assertArrayEquals(data, recovered); + } + + /** + * + */ + @Test + public void fastPforTest() { + // proposed by Stefan Ackermann (https://github.com/Stivo) + FastPFOR codec1 = new FastPFOR(); + FastPFOR codec2 = new FastPFOR(); + int N = 128; + int[] data = new int[N]; + for (int i = 0; i < N; i++) + data[i] = 0; + data[126] = -1; + int[] comp = TestUtils.compress(codec1, Arrays.copyOf(data, N)); + int[] answer = TestUtils.uncompress(codec2, comp, N); + for (int k = 0; k < N; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug " + k + " " + answer[k] + + " != " + data[k]); + } + + /** + * + */ + @Test + public void ifastPforTest() { + // inspired by Stefan Ackermann (https://github.com/Stivo) + IntegratedFastPFOR codec1 = new IntegratedFastPFOR(); + IntegratedFastPFOR codec2 = new IntegratedFastPFOR(); + int N = 128; + int[] data = new int[N]; + for (int i = 0; i < N; i++) + data[i] = 0; + data[126] = -1; + int[] comp = TestUtils.compress(codec1, Arrays.copyOf(data, N)); + int[] answer = TestUtils.uncompress(codec2, comp, N); + for (int k = 0; k < N; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug " + k + " " + answer[k] + + " != " + data[k]); + } + } diff --git a/src/test/java/me/lemire/integercompression/BoundaryTest.java b/src/test/java/me/lemire/integercompression/BoundaryTest.java index f68ae36..99dc931 100644 --- a/src/test/java/me/lemire/integercompression/BoundaryTest.java +++ b/src/test/java/me/lemire/integercompression/BoundaryTest.java @@ -2,12 +2,21 @@ import java.util.Arrays; +import me.lemire.integercompression.differential.IntegratedBinaryPacking; +import me.lemire.integercompression.differential.IntegratedComposition; +import me.lemire.integercompression.differential.IntegratedFastPFOR; +import me.lemire.integercompression.differential.IntegratedVariableByte; + import org.junit.Test; + import static org.junit.Assert.*; +/** + * @author lemire + * + */ @SuppressWarnings({ "static-method", "javadoc" }) -public class BoundaryTest -{ +public class BoundaryTest { private static void compressAndUncompress(int length, IntegerCODEC c) { // Initialize array. int[] source = new int[length]; @@ -26,15 +35,15 @@ private static void compressAndUncompress(int length, IntegerCODEC c) { int[] uncompressed = new int[length]; IntWrapper u_inpos = new IntWrapper(0); IntWrapper u_outpos = new IntWrapper(0); - c.uncompress(compressed, u_inpos, c_outpos.get(), - uncompressed, u_outpos); + c.uncompress(compressed, u_inpos, c_outpos.get(), uncompressed, + u_outpos); // Compare between uncompressed and original arrays. int[] target = Arrays.copyOf(uncompressed, u_outpos.get()); - if(!Arrays.equals(source, target)) { - System.out.println("problem with length = "+length+" and "+c); - System.out.println(Arrays.toString(source)); - System.out.println(Arrays.toString(target)); + if (!Arrays.equals(source, target)) { + System.out.println("problem with length = " + length + " and " + c); + System.out.println(Arrays.toString(source)); + System.out.println(Arrays.toString(target)); } assertArrayEquals(source, target); } @@ -56,23 +65,24 @@ private static void testBoundary(IntegerCODEC c) { around256(c); } + + /** + */ @Test - public void testIntegratedComposition() throws Exception { + public void testIntegratedComposition() { IntegratedComposition c = new IntegratedComposition( - new IntegratedBinaryPacking(), - new IntegratedVariableByte()); + new IntegratedBinaryPacking(), new IntegratedVariableByte()); testBoundary(c); IntegratedComposition c2 = new IntegratedComposition( - new IntegratedFastPFOR(), - new IntegratedVariableByte()); + new IntegratedFastPFOR(), new IntegratedVariableByte()); testBoundary(c2); } - @Test - public void testComposition() throws Exception { - Composition c = new Composition( - new BinaryPacking(), - new VariableByte()); + /** + */ + @Test + public void testComposition() { + Composition c = new Composition(new BinaryPacking(), new VariableByte()); testBoundary(c); } } diff --git a/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java b/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java index 872c6ac..76a1e81 100644 --- a/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java +++ b/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java @@ -7,20 +7,24 @@ import org.junit.Test; import static org.junit.Assert.*; +/** + * @author lemire + * + */ @SuppressWarnings({ "javadoc", "static-method" }) public class DeltaZigzagEncodingTest { - public static int zigzagEncode(DeltaZigzagEncoding.Encoder e, int value) { + protected static int zigzagEncode(DeltaZigzagEncoding.Encoder e, int value) { e.setContextValue(0); return e.encodeInt(value); } - public static int zigzagDecode(DeltaZigzagEncoding.Decoder d, int value) { + protected static int zigzagDecode(DeltaZigzagEncoding.Decoder d, int value) { d.setContextValue(0); return d.decodeInt(value); } - public static void checkEncode( + protected static void checkEncode( DeltaZigzagEncoding.Encoder e, int[] data, int[] expected) @@ -29,7 +33,7 @@ public static void checkEncode( assertEquals(data[data.length - 1], e.getContextValue()); } - public static void checkDecode( + protected static void checkDecode( DeltaZigzagEncoding.Decoder d, int[] data, int[] expected) @@ -38,7 +42,9 @@ public static void checkDecode( assertArrayEquals(expected, r); assertEquals(r[r.length - 1], d.getContextValue()); } - + /** + * + */ @Test public void checkZigzagEncode() { DeltaZigzagEncoding.Encoder e = new DeltaZigzagEncoding.Encoder(0); @@ -50,7 +56,9 @@ public void checkZigzagEncode() { assertEquals(3, zigzagEncode(e, -2)); assertEquals(5, zigzagEncode(e, -3)); } - + /** + * + */ @Test public void checkZigzagDecoder() { DeltaZigzagEncoding.Decoder d = new DeltaZigzagEncoding.Decoder(0); @@ -61,7 +69,9 @@ public void checkZigzagDecoder() { assertEquals( 2, zigzagDecode(d, 4)); assertEquals(-3, zigzagDecode(d, 5)); } - + /** + * + */ @Test public void checkEncodeSimple() { DeltaZigzagEncoding.Encoder e = new DeltaZigzagEncoding.Encoder(0); @@ -69,7 +79,9 @@ public void checkEncodeSimple() { new int[]{ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 }, new int[]{ 0, 2, 2, 2, 2, 2, 2, 2, 2, 2 }); } - + /** + * + */ @Test public void checkDecodeSimple() { DeltaZigzagEncoding.Decoder d = new DeltaZigzagEncoding.Decoder(0); @@ -78,7 +90,7 @@ public void checkDecodeSimple() { new int[]{ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 }); } - public static class SpotChecker { + protected static class SpotChecker { private final static DeltaZigzagEncoding.Encoder encoder = new DeltaZigzagEncoding.Encoder(0); @@ -94,6 +106,9 @@ public void check(int value) { } } + /** + * + */ @Test public void checkSpots() { SpotChecker c = new SpotChecker(); diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index 3a581f6..c6ca197 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -11,10 +11,13 @@ */ @SuppressWarnings({ "javadoc"}) public class TestUtils { + /** + * + */ @Test public void bogus() {}// to avoid useless complaining. - public static void dumpIntArray(int[] data, String label) { + protected static void dumpIntArray(int[] data, String label) { System.out.print(label); for (int i = 0; i < data.length; ++i) { if (i % 6 == 0) { @@ -25,7 +28,7 @@ public static void dumpIntArray(int[] data, String label) { System.out.println(); } - public static void dumpIntArrayAsHex(int[] data, String label) { + protected static void dumpIntArrayAsHex(int[] data, String label) { System.out.print(label); for (int i = 0; i < data.length; ++i) { if (i % 8 == 0) { @@ -40,7 +43,7 @@ public static void dumpIntArrayAsHex(int[] data, String label) { * Check that compress and uncompress keep original array. * * @param codec CODEC to test. - * @param source Data for test. + * @param orig original integers */ public static void assertSymmetry(IntegerCODEC codec, int... orig) { // There are some cases that compressed array is bigger than original @@ -71,7 +74,7 @@ public static void assertSymmetry(IntegerCODEC codec, int... orig) { assertArrayEquals(orig, target); } - public static int[] compress(IntegerCODEC codec, int[] data) { + protected static int[] compress(IntegerCODEC codec, int[] data) { int[] outBuf = new int[data.length * 4]; IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); @@ -79,7 +82,7 @@ public static int[] compress(IntegerCODEC codec, int[] data) { return Arrays.copyOf(outBuf, outPos.get()); } - public static int[] uncompress(IntegerCODEC codec, int[] data, int len) { + protected static int[] uncompress(IntegerCODEC codec, int[] data, int len) { int[] outBuf = new int[len + 1024]; IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); diff --git a/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java b/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java index 35dde4e..49351b4 100644 --- a/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java +++ b/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java @@ -6,9 +6,16 @@ import java.util.Arrays; +import me.lemire.integercompression.differential.XorBinaryPacking; + import org.junit.Test; + import static org.junit.Assert.*; +/** + * @author lemire + * + */ @SuppressWarnings({ "javadoc", "static-method" }) public final class XorBinaryPackingTest { @@ -18,13 +25,16 @@ public final class XorBinaryPackingTest - public static void checkCompressAndUncompress(String label, int[] data) { + private static void checkCompressAndUncompress(String label, int[] data) { XorBinaryPacking codec = new XorBinaryPacking(); int[] compBuf = TestUtils.compress(codec, data); int[] decompBuf = TestUtils.uncompress(codec, compBuf, data.length); assertArrayEquals(data, decompBuf); } + /** + * + */ @Test public void compressAndUncompress0() { int[] data = new int[128]; @@ -35,6 +45,9 @@ public void compressAndUncompress0() { checkCompressAndUncompress("compressAndUncompress0", data); } + /** + * + */ @Test public void compressAndUncompress1() { int[] data = new int[128]; @@ -44,6 +57,9 @@ public void compressAndUncompress1() { checkCompressAndUncompress("compressAndUncompress1", data); } + /** + * + */ @Test public void compressAndUncompress2() { int[] data = new int[128]; @@ -53,6 +69,9 @@ public void compressAndUncompress2() { checkCompressAndUncompress("compressAndUncompress2", data); } + /** + * + */ @Test public void compressAndUncompress3() { int[] data = new int[256]; @@ -61,6 +80,9 @@ public void compressAndUncompress3() { checkCompressAndUncompress("compressAndUncompress3", data); } + /** + * + */ @Test public void compressAndUncompress4() { int[] data = new int[256]; @@ -69,6 +91,9 @@ public void compressAndUncompress4() { checkCompressAndUncompress("compressAndUncompress4", data); } + /** + * + */ @Test public void compressAndUncompress5() { int[] data = new int[256]; From addf94f7fc15dfe392c8d79d4b36f4f4be08e2b1 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 23 Jul 2014 14:08:32 -0400 Subject: [PATCH 015/266] [maven-release-plugin] prepare release JavaFastPFOR-0.0.13 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 79f9c3d..0140062 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.0.13-SNAPSHOT + 0.0.13 jar From bb28899b5817c0b5ac89c029c5de1b648134eda5 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 23 Jul 2014 14:08:34 -0400 Subject: [PATCH 016/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 0140062..617a7bc 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.0.13 + 0.0.14-SNAPSHOT jar From 1365ed0b6357da7ef2cefc6259a4a71a65315352 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 11 Aug 2014 15:58:58 -0400 Subject: [PATCH 017/266] Resolved issue where the java version of FastPFOR differs from the C++ version --- src/main/java/me/lemire/integercompression/FastPFOR.java | 8 ++++---- .../differential/IntegratedFastPFOR.java | 8 ++++---- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 3caa94a..2245411 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -182,11 +182,11 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } inpos.set(tmpinpos); out[headerpos] = tmpoutpos - headerpos; + final int bytesize = byteContainer.position(); while ((byteContainer.position() & 3) != 0) byteContainer.put((byte) 0); - final int bytesize = byteContainer.position(); out[tmpoutpos++] = bytesize; - final int howmanyints = bytesize / 4; + final int howmanyints = byteContainer.position() / 4; byteContainer.flip(); byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); tmpoutpos += howmanyints; @@ -245,8 +245,8 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int inexcept = initpos + wheremeta; final int bytesize = in[inexcept++]; byteContainer.clear(); - byteContainer.asIntBuffer().put(in, inexcept, bytesize / 4); - inexcept += bytesize / 4; + byteContainer.asIntBuffer().put(in, inexcept, (bytesize + 3) / 4); + inexcept += (bytesize + 3)/ 4; final int bitmap = in[inexcept++]; for (int k = 1; k <= 32; ++k) { diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java b/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java index 8b5e499..4af2f0a 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java @@ -203,11 +203,11 @@ private void encodePage(int[] constin, IntWrapper constinpos, } constinpos.set(tmpconstinpos); out[headerpos] = tmpoutpos - headerpos; + final int bytesize = byteContainer.position(); while ((byteContainer.position() & 3) != 0) byteContainer.put((byte) 0); - final int bytesize = byteContainer.position(); out[tmpoutpos++] = bytesize; - final int howmanyints = bytesize / 4; + final int howmanyints = byteContainer.position() / 4; byteContainer.flip(); byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); tmpoutpos += howmanyints; @@ -267,8 +267,8 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int inexcept = initpos + wheremeta; final int bytesize = in[inexcept++]; byteContainer.clear(); - byteContainer.asIntBuffer().put(in, inexcept, bytesize / 4); - inexcept += bytesize / 4; + byteContainer.asIntBuffer().put(in, inexcept, (bytesize + 3) / 4); + inexcept += (bytesize + 3) / 4; final int bitmap = in[inexcept++]; for (int k = 1; k <= 32; ++k) { From 70ac1e80348bcebf54cdbd93ae96f11a695e6684 Mon Sep 17 00:00:00 2001 From: roysamit Date: Mon, 11 Aug 2014 23:33:48 -0500 Subject: [PATCH 018/266] Changed the logic of VariableByte Java version to match the C++ version --- .../integercompression/VariableByte.java | 233 +++++++++++------- 1 file changed, 138 insertions(+), 95 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 599d7c6..1fac495 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -7,6 +7,7 @@ package me.lemire.integercompression; import java.nio.ByteBuffer; +import java.nio.ByteOrder; import java.nio.IntBuffer; /** @@ -19,105 +20,147 @@ * @author Daniel Lemire */ public class VariableByte implements IntegerCODEC, ByteIntegerCODEC { - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); - for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { - int val = in[k]; - do { - int b = (val & 127); - val >>>= 7; - if (val != 0) { - b |= 128; - } - buf.put((byte) b); - } while (val != 0); - } - while (buf.position() % 4 != 0) - buf.put((byte) 128); - final int length = buf.position(); - buf.flip(); - IntBuffer ibuf = buf.asIntBuffer(); - ibuf.get(out, outpos.get(), length / 4); - outpos.add(length / 4); - inpos.add(inlength); - } - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, - byte[] out, IntWrapper outpos) { - if (inlength == 0) - return; - int outp = outpos.get(); - for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { - int val = in[k]; - do { - int b = (val & 127); - val >>>= 7; - if (val != 0) { - b |= 128; - } - out[outp++] = (byte) b; - } while (val != 0); - } - outpos.set(outp); - inpos.add(inlength); - } + private byte extract7bits(int i, long val) { + return (byte)((val >> (7 * i)) & ((1 << 7) - 1)); + } - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - int s = 0; - int p = inpos.get(); - int finalp = inpos.get() + inlength; - int tmpoutpos = outpos.get(); - for (int v = 0, shift = 0; p < finalp;) { - int c = (byte) (in[p] >>> (24 - s)); - s += 8; - if (s == 32) { - s = 0; - p++; - } - v += ((c & 127) << shift); - if ((c & 128) == 0) { - out[tmpoutpos++] = v; - v = 0; - shift = 0; - } else - shift += 7; - } - outpos.set(tmpoutpos); - inpos.add(inlength); - } + private byte extract7bitsmaskless(int i, long val) { + return (byte)((val >> (7 * i))); + } - @Override - public void uncompress(byte[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - int p = inpos.get(); - int finalp = inpos.get() + inlength; - int tmpoutpos = outpos.get(); - int v = 0; - int shift = 0; - for (; p < finalp; ++p) { - int c = in[p]; - v += ((c & 127) << shift); - if ((c & 128) == 0) { - out[tmpoutpos++] = v; - v = 0; - shift = 0; - } else - shift += 7; - } - outpos.set(tmpoutpos); - inpos.add(p); - } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { + long val = in[k] & 0xFFFFFFFFL; + if (val < (1 << 7)) { + buf.put((byte)(val | (1 << 7))); + } else if (val < (1 << 14)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)(extract7bitsmaskless(1, (val)) | (1 << 7))); + } else if (val < (1 << 21)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)(extract7bitsmaskless(2, (val)) | (1 << 7))); + } else if (val < (1 << 28)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)extract7bits(2, val)); + buf.put((byte)(extract7bitsmaskless(3, (val)) | (1 << 7))); + } else { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)extract7bits(2, val)); + buf.put((byte)extract7bits(3, val)); + buf.put((byte)(extract7bitsmaskless(4, (val)) | (1 << 7))); + } + } + while (buf.position() % 4 != 0) + buf.put((byte) 0); + final int length = buf.position(); + buf.flip(); + IntBuffer ibuf = buf.asIntBuffer(); + ibuf.get(out, outpos.get(), length / 4); + outpos.add(length / 4); + inpos.add(inlength); + } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, + byte[] out, IntWrapper outpos) { + if (inlength == 0) + return; + ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { + long val = in[k] & 0xFFFFFFFFL; + if (val < (1 << 7)) { + buf.put((byte)(val | (1 << 7))); + } else if (val < (1 << 14)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)(extract7bitsmaskless(1, (val)) | (1 << 7))); + } else if (val < (1 << 21)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)(extract7bitsmaskless(2, (val)) | (1 << 7))); + } else if (val < (1 << 28)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)extract7bits(2, val)); + buf.put((byte)(extract7bitsmaskless(3, (val)) | (1 << 7))); + } else { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)extract7bits(2, val)); + buf.put((byte)extract7bits(3, val)); + buf.put((byte)(extract7bitsmaskless(4, (val)) | (1 << 7))); + } + } + while (buf.position() % 4 != 0) + buf.put((byte) 0); + final int length = buf.position(); + buf.flip(); + buf.get(out,0,length); + outpos.set(length); + inpos.add(inlength); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + int s = 0; + int val = 0; + int p = inpos.get(); + int finalp = inpos.get() + inlength; + int tmpoutpos = outpos.get(); + for (int v = 0, shift =0; p < finalp;) { + val = in[p]; + int c = (byte) (val >>> (24 - s)); + s += 8; + if (s == 32) { + s = 0; + p++; + } + v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos++] = v; + v = 0; + shift = 0; + } else + shift +=7; + } + outpos.set(tmpoutpos); + inpos.add(inlength); + } - @Override - public String toString() { - return this.getClass().getSimpleName(); + @Override + public void uncompress(byte[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + int p = inpos.get(); + int finalp = inpos.get() + inlength; + int tmpoutpos = outpos.get(); + int v = 0; + int shift = 0; + for (; p < finalp; ++p) { + int c = in[p]; + v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos++] = v; + v = 0; + shift = 0; + } else + shift += 7; } + outpos.set(tmpoutpos); + inpos.add(p); + } + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } } From d7fe1ba89fee9def40a1bc27110e0e117d6f1fff Mon Sep 17 00:00:00 2001 From: roysamit Date: Mon, 11 Aug 2014 23:40:33 -0500 Subject: [PATCH 019/266] Updated the logic of VariableByte Java version to match the C++ version --- .../integercompression/VariableByte.java | 35 +++++++++---------- 1 file changed, 17 insertions(+), 18 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 1fac495..64614d0 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -7,7 +7,6 @@ package me.lemire.integercompression; import java.nio.ByteBuffer; -import java.nio.ByteOrder; import java.nio.IntBuffer; /** @@ -140,24 +139,24 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, public void uncompress(byte[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { int p = inpos.get(); - int finalp = inpos.get() + inlength; - int tmpoutpos = outpos.get(); - int v = 0; - int shift = 0; - for (; p < finalp; ++p) { - int c = in[p]; - v += ((c & 127) << shift); - if ((c & 128) == 128) { - out[tmpoutpos++] = v; - v = 0; - shift = 0; - } else - shift += 7; - } - outpos.set(tmpoutpos); - inpos.add(p); + int finalp = inpos.get() + inlength; + int tmpoutpos = outpos.get(); + int v = 0; + int shift = 0; + for (; p < finalp; ++p) { + int c = in[p]; + v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos++] = v; + v = 0; + shift = 0; + } else + shift += 7; + } + outpos.set(tmpoutpos); + inpos.add(p); } - + @Override public String toString() { return this.getClass().getSimpleName(); From 37b5e11fbb31e1b081815b675465a7f88ab2cb2b Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 12 Aug 2014 08:28:25 -0400 Subject: [PATCH 020/266] Minor consistency checks --- .../integercompression/VariableByte.java | 8 +- .../differential/IntegratedVariableByte.java | 250 ++++++++++-------- 2 files changed, 148 insertions(+), 110 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 64614d0..318d46a 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -20,11 +20,11 @@ */ public class VariableByte implements IntegerCODEC, ByteIntegerCODEC { - private byte extract7bits(int i, long val) { + private static byte extract7bits(int i, long val) { return (byte)((val >> (7 * i)) & ((1 << 7) - 1)); } - private byte extract7bitsmaskless(int i, long val) { + private static byte extract7bitsmaskless(int i, long val) { return (byte)((val >> (7 * i))); } @@ -35,7 +35,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, return; ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { - long val = in[k] & 0xFFFFFFFFL; + final long val = in[k] & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ if (val < (1 << 7)) { buf.put((byte)(val | (1 << 7))); } else if (val < (1 << 14)) { @@ -75,7 +75,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, return; ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { - long val = in[k] & 0xFFFFFFFFL; + final long val = in[k] & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ if (val < (1 << 7)) { buf.put((byte)(val | (1 << 7))); } else if (val < (1 << 14)) { diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index 19be4b8..e086e10 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -20,120 +20,158 @@ * * @author Daniel Lemire */ -public class IntegratedVariableByte implements IntegratedIntegerCODEC, - IntegratedByteIntegerCODEC { - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - int initoffset = 0; - ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); - for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { - int val = in[k] - initoffset; - initoffset = in[k]; - do { - int b = (val & 127); - val >>>= 7; - if (val != 0) { - b |= 128; - } - buf.put((byte) b); - } while (val != 0); - } - while (buf.position() % 4 != 0) - buf.put((byte) 128); - final int length = buf.position(); - buf.flip(); - IntBuffer ibuf = buf.asIntBuffer(); - ibuf.get(out, outpos.get(), length / 4); - outpos.add(length / 4); - inpos.add(inlength); - } +public class IntegratedVariableByte implements IntegratedIntegerCODEC, IntegratedByteIntegerCODEC { + + private static byte extract7bits(int i, long val) { + return (byte)((val >> (7 * i)) & ((1 << 7) - 1)); + } - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, - byte[] out, IntWrapper outpos) { - if (inlength == 0) - return; - int outp = outpos.get(); - int initoffset = 0; + private static byte extract7bitsmaskless(int i, long val) { + return (byte)((val >> (7 * i))); + } - for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { - int val = in[k] - initoffset; - initoffset = in[k]; - do { - int b = (val & 127); - val >>>= 7; - if (val != 0) { - b |= 128; - } - out[outp++] = (byte) b; - } while (val != 0); - } - outpos.set(outp); - inpos.add(inlength); + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + int initoffset = 0; + ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { + final long val = (in[k] - initoffset) & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ + initoffset = in[k]; + if (val < (1 << 7)) { + buf.put((byte)(val | (1 << 7))); + } else if (val < (1 << 14)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)(extract7bitsmaskless(1, (val)) | (1 << 7))); + } else if (val < (1 << 21)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)(extract7bitsmaskless(2, (val)) | (1 << 7))); + } else if (val < (1 << 28)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)extract7bits(2, val)); + buf.put((byte)(extract7bitsmaskless(3, (val)) | (1 << 7))); + } else { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)extract7bits(2, val)); + buf.put((byte)extract7bits(3, val)); + buf.put((byte)(extract7bitsmaskless(4, (val)) | (1 << 7))); + } } + while (buf.position() % 4 != 0) + buf.put((byte) 0); + final int length = buf.position(); + buf.flip(); + IntBuffer ibuf = buf.asIntBuffer(); + ibuf.get(out, outpos.get(), length / 4); + outpos.add(length / 4); + inpos.add(inlength); + } - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - int s = 0; - int p = inpos.get(); - int finalp = inpos.get() + inlength; - int tmpoutpos = outpos.get(); - int initoffset = 0; - for (int v = 0, shift = 0; p < finalp;) { - int c = (byte) (in[p] >>> (24 - s)); - s += 8; - if (s == 32) { - s = 0; - p++; - } - v += ((c & 127) << shift); - if ((c & 128) == 0) { - out[tmpoutpos] = v + initoffset; - initoffset = out[tmpoutpos]; - tmpoutpos++; - v = 0; - shift = 0; - } else - shift += 7; - } - outpos.set(tmpoutpos); - inpos.add(inlength); + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, + byte[] out, IntWrapper outpos) { + if (inlength == 0) + return; + int initoffset = 0; + ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { + final long val = (in[k] - initoffset) & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ + initoffset = in[k]; + if (val < (1 << 7)) { + buf.put((byte)(val | (1 << 7))); + } else if (val < (1 << 14)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)(extract7bitsmaskless(1, (val)) | (1 << 7))); + } else if (val < (1 << 21)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)(extract7bitsmaskless(2, (val)) | (1 << 7))); + } else if (val < (1 << 28)) { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)extract7bits(2, val)); + buf.put((byte)(extract7bitsmaskless(3, (val)) | (1 << 7))); + } else { + buf.put((byte)extract7bits(0, val)); + buf.put((byte)extract7bits(1, val)); + buf.put((byte)extract7bits(2, val)); + buf.put((byte)extract7bits(3, val)); + buf.put((byte)(extract7bitsmaskless(4, (val)) | (1 << 7))); + } } + while (buf.position() % 4 != 0) + buf.put((byte) 0); + final int length = buf.position(); + buf.flip(); + buf.get(out,0,length); + outpos.set(length); + inpos.add(inlength); + } - @Override - public void uncompress(byte[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - int p = inpos.get(); - int finalp = inpos.get() + inlength; - int tmpoutpos = outpos.get(); - int v = 0; - int shift = 0; - int initoffset = 0; - for (; p < finalp; ++p) { - byte c = in[p]; - v += ((c & 127) << shift); - if ((c & 128) == 0) { - out[tmpoutpos] = v + initoffset; - initoffset = out[tmpoutpos]; - v = 0; - ++tmpoutpos; - shift = 0; - } else - shift += 7; - } - outpos.set(tmpoutpos); - inpos.add(p); + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + int s = 0; + int val = 0; + int p = inpos.get(); + int finalp = inpos.get() + inlength; + int tmpoutpos = outpos.get(); + int initoffset = 0; + for (int v = 0, shift =0; p < finalp;) { + val = in[p]; + int c = (byte) (val >>> (24 - s)); + s += 8; + if (s == 32) { + s = 0; + p++; + } + v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos] = v + initoffset; + initoffset = out[tmpoutpos]; + tmpoutpos++; + v = 0; + shift = 0; + } else + shift +=7; } + outpos.set(tmpoutpos); + inpos.add(inlength); + } - @Override - public String toString() { - return this.getClass().getSimpleName(); + @Override + public void uncompress(byte[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + int p = inpos.get(); + int initoffset = 0; + int finalp = inpos.get() + inlength; + int tmpoutpos = outpos.get(); + int v = 0; + int shift = 0; + for (; p < finalp; ++p) { + int c = in[p]; + v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos] = v + initoffset; + initoffset = out[tmpoutpos]; + tmpoutpos++; + v = 0; + shift = 0; + } else + shift += 7; } + outpos.set(tmpoutpos); + inpos.add(p); + } + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } } From f9e2224455f534371331578c78bc147c3983aba0 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 12 Aug 2014 08:31:00 -0400 Subject: [PATCH 021/266] Book-keeping --- CHANGELOG | 3 +++ README.md | 1 + 2 files changed, 4 insertions(+) diff --git a/CHANGELOG b/CHANGELOG index 8297989..843493d 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,6 @@ +0.0.14 (upcoming) + - FastPFOR and VariableByte codecs made consistent with C++ version at https://github.com/lemire/FastPFor + 0.0.13 (July 23rd 2014) - CODECs using differential coding are now in a separate package (me.lemire.integercompression.differential) diff --git a/README.md b/README.md index 230059c..fc8994b 100644 --- a/README.md +++ b/README.md @@ -85,6 +85,7 @@ Main contributors with contributions by * Di Wu, http://www.facebook.com/diwu1989 * Stefan Ackermann, https://github.com/Stivo +* Samit Roy, https://github.com/roysamit How does it compare to the Kamikaze PForDelta library? ------------------------------------------------------ From 38d395961fe30dc546b61ffa5f718d56ddffff60 Mon Sep 17 00:00:00 2001 From: Samit Roy Date: Tue, 19 Aug 2014 00:19:11 -0500 Subject: [PATCH 022/266] Modifying the compressed integers byte order of VariableByte to match FastPFor when using both in Composition in Java to work with C++ decompression --- src/main/java/me/lemire/integercompression/VariableByte.java | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 318d46a..5c34cb8 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -7,6 +7,7 @@ package me.lemire.integercompression; import java.nio.ByteBuffer; +import java.nio.ByteOrder; import java.nio.IntBuffer; /** @@ -34,6 +35,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + buf.order(ByteOrder.LITTLE_ENDIAN); for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { final long val = in[k] & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ if (val < (1 << 7)) { @@ -117,7 +119,7 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int tmpoutpos = outpos.get(); for (int v = 0, shift =0; p < finalp;) { val = in[p]; - int c = (byte) (val >>> (24 - s)); + int c = (byte) (val >>> s); s += 8; if (s == 32) { s = 0; From d0a008a2bf606a7a29fa792144b3a233bfe30dc1 Mon Sep 17 00:00:00 2001 From: Samit Roy Date: Thu, 21 Aug 2014 00:55:54 -0500 Subject: [PATCH 023/266] Modifying the compressed integers byte order of IntegratedVariableByte to match IntegratedFastPFor when using both in Composition --- .../differential/IntegratedVariableByte.java | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index e086e10..c0a4a0b 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -4,9 +4,10 @@ * * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression.differential; +package me.lemire.integercompression; import java.nio.ByteBuffer; +import java.nio.ByteOrder; import java.nio.IntBuffer; import me.lemire.integercompression.IntWrapper; @@ -37,6 +38,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, return; int initoffset = 0; ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + buf.order(ByteOrder.LITTLE_ENDIAN); for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { final long val = (in[k] - initoffset) & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ initoffset = in[k]; @@ -124,7 +126,7 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int initoffset = 0; for (int v = 0, shift =0; p < finalp;) { val = in[p]; - int c = (byte) (val >>> (24 - s)); + int c = (byte) (val >>> s); s += 8; if (s == 32) { s = 0; From dadded4194072302f698e14d0b76c0b417410c79 Mon Sep 17 00:00:00 2001 From: Samit Roy Date: Thu, 21 Aug 2014 01:07:17 -0500 Subject: [PATCH 024/266] Update IntegratedVariableByte.java --- .../integercompression/differential/IntegratedVariableByte.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index c0a4a0b..149fb0f 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -4,7 +4,7 @@ * * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression; +package me.lemire.integercompression.differential; import java.nio.ByteBuffer; import java.nio.ByteOrder; From 11afd64312914ec8f7177eb0c0f551c9dda38502 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 21 Aug 2014 15:20:56 -0400 Subject: [PATCH 025/266] Preparing new release --- CHANGELOG | 4 +++- README.md | 2 +- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 843493d..da36702 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,5 +1,7 @@ -0.0.14 (upcoming) + +0.0.14 (August 21st 2014) - FastPFOR and VariableByte codecs made consistent with C++ version at https://github.com/lemire/FastPFor + - VariableByte made to use little endian encoding 0.0.13 (July 23rd 2014) - CODECs using differential coding are now in a separate package (me.lemire.integercompression.differential) diff --git a/README.md b/README.md index fc8994b..dc3cd6b 100644 --- a/README.md +++ b/README.md @@ -54,7 +54,7 @@ the following code in your pom.xml file: me.lemire.integercompression JavaFastPFOR - 0.0.13 + 0.0.14 From 6caf527d496f1f8890c9b3f0ee524e88cbc609ad Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 21 Aug 2014 15:22:20 -0400 Subject: [PATCH 026/266] [maven-release-plugin] prepare release JavaFastPFOR-0.0.14 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 617a7bc..645de5f 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.0.14-SNAPSHOT + 0.0.14 jar From 9b6377832f6190578c61cdb44afa7fb46c2867e9 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 21 Aug 2014 15:22:23 -0400 Subject: [PATCH 027/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 645de5f..a69bb88 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.0.14 + 0.0.15-SNAPSHOT jar From ece748e925ac5a4db913e7f4fe72428054b5d04f Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 9 Sep 2014 11:34:40 -0400 Subject: [PATCH 028/266] Preparing new release --- CHANGELOG | 2 + README.md | 2 +- .../com/kamikaze/pfordelta/LCPForDelta.java | 1 - .../pfordelta/PForDeltaUnpack128.java | 1 - .../PForDeltaUnpack128WIthIntBuffer.java | 1 - .../java/com/kamikaze/pfordelta/Simple16.java | 1 - .../pfordelta/Simple16WithHardCodes.java | 1 - .../integercompression/VariableByte.java | 281 +++++++++--------- .../differential/IntegratedVariableByte.java | 75 ++--- .../lemire/integercompression/AdhocTest.java | 2 +- .../lemire/integercompression/BasicTest.java | 2 +- .../integercompression/BoundaryTest.java | 2 +- .../DeltaZigzagEncodingTest.java | 2 +- .../lemire/integercompression/TestUtils.java | 20 +- .../XorBinaryPackingTest.java | 2 +- 15 files changed, 212 insertions(+), 183 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index da36702..82dadde 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,5 @@ +0.0.15 (September 9th 2014) + - Improved the performance of VariableByte schemes when used as a ByteIntegerCODEC 0.0.14 (August 21st 2014) - FastPFOR and VariableByte codecs made consistent with C++ version at https://github.com/lemire/FastPFor diff --git a/README.md b/README.md index dc3cd6b..0d896ca 100644 --- a/README.md +++ b/README.md @@ -54,7 +54,7 @@ the following code in your pom.xml file: me.lemire.integercompression JavaFastPFOR - 0.0.14 + 0.0.15 diff --git a/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java b/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java index bf5154e..a948097 100644 --- a/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java +++ b/src/main/java/com/kamikaze/pfordelta/LCPForDelta.java @@ -51,7 +51,6 @@ * * @author hao yan, hyan2008@gmail.com */ -@SuppressWarnings("javadoc") public class LCPForDelta { // NOTE: we expect the blockSize is always < (1<<(31-POSSIBLE_B_BITS)). diff --git a/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128.java b/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128.java index 31b5378..fe5647c 100644 --- a/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128.java +++ b/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128.java @@ -5,7 +5,6 @@ * up by D. Lemire. It is included in the JavaFastPFOR library for comparison * purposes. As the original */ -@SuppressWarnings("javadoc") public class PForDeltaUnpack128 { static protected void unpack(int[] out, int[] in, int bits) { diff --git a/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128WIthIntBuffer.java b/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128WIthIntBuffer.java index 2e10e29..4b7a483 100644 --- a/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128WIthIntBuffer.java +++ b/src/main/java/com/kamikaze/pfordelta/PForDeltaUnpack128WIthIntBuffer.java @@ -12,7 +12,6 @@ * PForDeltaUnpack128WIthIntBuffer is almost the same as PForDeltaUnpack128, * except that it use IntBuffer as input instead of int[]. */ -@SuppressWarnings("javadoc") public class PForDeltaUnpack128WIthIntBuffer { static protected void unpack(int[] out, IntBuffer in, int bits) { diff --git a/src/main/java/com/kamikaze/pfordelta/Simple16.java b/src/main/java/com/kamikaze/pfordelta/Simple16.java index 1ccd315..c427f4d 100644 --- a/src/main/java/com/kamikaze/pfordelta/Simple16.java +++ b/src/main/java/com/kamikaze/pfordelta/Simple16.java @@ -20,7 +20,6 @@ * range of [2^28, 2^32). A simple way is just write those numbers as 32-bit * integers (that is, no compression for very big numbers). */ -@SuppressWarnings("javadoc") public class Simple16 { private static final int S16_NUMSIZE = 16; diff --git a/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java b/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java index b1a9f3f..b371360 100644 --- a/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java +++ b/src/main/java/com/kamikaze/pfordelta/Simple16WithHardCodes.java @@ -26,7 +26,6 @@ * * Author: Hao Yan, hyan2008@gmail.com */ -@SuppressWarnings("javadoc") public class Simple16WithHardCodes { private static final int S16_NUMSIZE = 16; diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 5c34cb8..e33fc1f 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -21,147 +21,156 @@ */ public class VariableByte implements IntegerCODEC, ByteIntegerCODEC { - private static byte extract7bits(int i, long val) { - return (byte)((val >> (7 * i)) & ((1 << 7) - 1)); - } + private static byte extract7bits(int i, long val) { + return (byte) ((val >> (7 * i)) & ((1 << 7) - 1)); + } - private static byte extract7bitsmaskless(int i, long val) { - return (byte)((val >> (7 * i))); - } + private static byte extract7bitsmaskless(int i, long val) { + return (byte) ((val >> (7 * i))); + } - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); - buf.order(ByteOrder.LITTLE_ENDIAN); - for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { - final long val = in[k] & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ - if (val < (1 << 7)) { - buf.put((byte)(val | (1 << 7))); - } else if (val < (1 << 14)) { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)(extract7bitsmaskless(1, (val)) | (1 << 7))); - } else if (val < (1 << 21)) { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)extract7bits(1, val)); - buf.put((byte)(extract7bitsmaskless(2, (val)) | (1 << 7))); - } else if (val < (1 << 28)) { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)extract7bits(1, val)); - buf.put((byte)extract7bits(2, val)); - buf.put((byte)(extract7bitsmaskless(3, (val)) | (1 << 7))); - } else { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)extract7bits(1, val)); - buf.put((byte)extract7bits(2, val)); - buf.put((byte)extract7bits(3, val)); - buf.put((byte)(extract7bitsmaskless(4, (val)) | (1 << 7))); - } - } - while (buf.position() % 4 != 0) - buf.put((byte) 0); - final int length = buf.position(); - buf.flip(); - IntBuffer ibuf = buf.asIntBuffer(); - ibuf.get(out, outpos.get(), length / 4); - outpos.add(length / 4); - inpos.add(inlength); - } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + buf.order(ByteOrder.LITTLE_ENDIAN); + for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { + final long val = in[k] & 0xFFFFFFFFL; // To be consistent with + // unsigned integers in C/C++ + if (val < (1 << 7)) { + buf.put((byte) (val | (1 << 7))); + } else if (val < (1 << 14)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) (extract7bitsmaskless(1, (val)) | (1 << 7))); + } else if (val < (1 << 21)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) (extract7bitsmaskless(2, (val)) | (1 << 7))); + } else if (val < (1 << 28)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) (extract7bitsmaskless(3, (val)) | (1 << 7))); + } else { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) extract7bits(3, val)); + buf.put((byte) (extract7bitsmaskless(4, (val)) | (1 << 7))); + } + } + while (buf.position() % 4 != 0) + buf.put((byte) 0); + final int length = buf.position(); + buf.flip(); + IntBuffer ibuf = buf.asIntBuffer(); + ibuf.get(out, outpos.get(), length / 4); + outpos.add(length / 4); + inpos.add(inlength); + } - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, - byte[] out, IntWrapper outpos) { - if (inlength == 0) - return; - ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); - for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { - final long val = in[k] & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ - if (val < (1 << 7)) { - buf.put((byte)(val | (1 << 7))); - } else if (val < (1 << 14)) { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)(extract7bitsmaskless(1, (val)) | (1 << 7))); - } else if (val < (1 << 21)) { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)extract7bits(1, val)); - buf.put((byte)(extract7bitsmaskless(2, (val)) | (1 << 7))); - } else if (val < (1 << 28)) { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)extract7bits(1, val)); - buf.put((byte)extract7bits(2, val)); - buf.put((byte)(extract7bitsmaskless(3, (val)) | (1 << 7))); - } else { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)extract7bits(1, val)); - buf.put((byte)extract7bits(2, val)); - buf.put((byte)extract7bits(3, val)); - buf.put((byte)(extract7bitsmaskless(4, (val)) | (1 << 7))); - } - } - while (buf.position() % 4 != 0) - buf.put((byte) 0); - final int length = buf.position(); - buf.flip(); - buf.get(out,0,length); - outpos.set(length); - inpos.add(inlength); - } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, byte[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + int outpostmp = outpos.get(); + for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { + final long val = in[k] & 0xFFFFFFFFL; // To be consistent with + // unsigned integers in C/C++ + if (val < (1 << 7)) { + out[outpostmp++] = (byte) (val | (1 << 7)); + } else if (val < (1 << 14)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(1, (val)) | (1 << 7)); + } else if (val < (1 << 21)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(2, (val)) | (1 << 7)); + } else if (val < (1 << 28)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) extract7bits(2, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(3, (val)) | (1 << 7)); + } else { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) extract7bits(2, val); + out[outpostmp++] = (byte) extract7bits(3, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(4, (val)) | (1 << 7)); + } + } + outpos.set(outpostmp); + inpos.add(inlength); + } - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - int s = 0; - int val = 0; - int p = inpos.get(); - int finalp = inpos.get() + inlength; - int tmpoutpos = outpos.get(); - for (int v = 0, shift =0; p < finalp;) { - val = in[p]; - int c = (byte) (val >>> s); - s += 8; - if (s == 32) { - s = 0; - p++; - } - v += ((c & 127) << shift); - if ((c & 128) == 128) { - out[tmpoutpos++] = v; - v = 0; - shift = 0; - } else - shift +=7; - } - outpos.set(tmpoutpos); - inpos.add(inlength); - } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + int s = 0; + int val = 0; + int p = inpos.get(); + int finalp = inpos.get() + inlength; + int tmpoutpos = outpos.get(); + for (int v = 0, shift = 0; p < finalp;) { + val = in[p]; + int c = (byte) (val >>> s); + s += 8; + if (s == 32) { + s = 0; + p++; + } + v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos++] = v; + v = 0; + shift = 0; + } else + shift += 7; + } + outpos.set(tmpoutpos); + inpos.add(inlength); + } - @Override - public void uncompress(byte[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - int p = inpos.get(); - int finalp = inpos.get() + inlength; - int tmpoutpos = outpos.get(); - int v = 0; - int shift = 0; - for (; p < finalp; ++p) { - int c = in[p]; - v += ((c & 127) << shift); - if ((c & 128) == 128) { - out[tmpoutpos++] = v; - v = 0; - shift = 0; - } else - shift += 7; - } - outpos.set(tmpoutpos); - inpos.add(p); - } + @Override + public void uncompress(byte[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + int p = inpos.get(); + int finalp = inpos.get() + inlength; + int tmpoutpos = outpos.get(); + for (int v = 0; p < finalp; out[tmpoutpos++] = v) { + v = in[p] & 0x7F; + if (in[p] < 0) { + p += 1; + continue; + } + v = ((in[p + 1] & 0x7F) << 7) | v; + if (in[p + 1] < 0) { + p += 2; + continue; + } + v = ((in[p + 2] & 0x7F) << 14) | v; + if ((in[p + 2] & 128) == 128) { + p += 3; + continue; + } + v = ((in[p + 3] & 0x7F) << 21) | v; + if ((in[p + 3] & 128) == 128) { + p += 4; + continue; + } + v = ((in[p + 4] & 0x7F) << 28) | v; + p += 5; + } + outpos.set(tmpoutpos); + inpos.add(p); + } - @Override - public String toString() { - return this.getClass().getSimpleName(); - } + @Override + public String toString() { + return this.getClass().getSimpleName(); + } } diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index 149fb0f..9d3d925 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -80,38 +80,33 @@ public void compress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; int initoffset = 0; - ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + int outpostmp = outpos.get(); for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { final long val = (in[k] - initoffset) & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ initoffset = in[k]; if (val < (1 << 7)) { - buf.put((byte)(val | (1 << 7))); + out[outpostmp++] = (byte)(val | (1 << 7)); } else if (val < (1 << 14)) { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)(extract7bitsmaskless(1, (val)) | (1 << 7))); + out[outpostmp++] = (byte)extract7bits(0, val); + out[outpostmp++] = (byte)(extract7bitsmaskless(1, (val)) | (1 << 7)); } else if (val < (1 << 21)) { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)extract7bits(1, val)); - buf.put((byte)(extract7bitsmaskless(2, (val)) | (1 << 7))); + out[outpostmp++] = (byte)extract7bits(0, val); + out[outpostmp++] = (byte)extract7bits(1, val); + out[outpostmp++] = (byte)(extract7bitsmaskless(2, (val)) | (1 << 7)); } else if (val < (1 << 28)) { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)extract7bits(1, val)); - buf.put((byte)extract7bits(2, val)); - buf.put((byte)(extract7bitsmaskless(3, (val)) | (1 << 7))); + out[outpostmp++] = (byte)extract7bits(0, val); + out[outpostmp++] = (byte)extract7bits(1, val); + out[outpostmp++] = (byte)extract7bits(2, val); + out[outpostmp++] = (byte)(extract7bitsmaskless(3, (val)) | (1 << 7)); } else { - buf.put((byte)extract7bits(0, val)); - buf.put((byte)extract7bits(1, val)); - buf.put((byte)extract7bits(2, val)); - buf.put((byte)extract7bits(3, val)); - buf.put((byte)(extract7bitsmaskless(4, (val)) | (1 << 7))); + out[outpostmp++] = (byte)extract7bits(0, val); + out[outpostmp++] = (byte)extract7bits(1, val); + out[outpostmp++] = (byte)extract7bits(2, val); + out[outpostmp++] = (byte)extract7bits(3, val); + out[outpostmp++] = (byte)(extract7bitsmaskless(4, (val)) | (1 << 7)); } } - while (buf.position() % 4 != 0) - buf.put((byte) 0); - final int length = buf.position(); - buf.flip(); - buf.get(out,0,length); - outpos.set(length); + outpos.set(outpostmp); inpos.add(inlength); } @@ -153,19 +148,29 @@ public void uncompress(byte[] in, IntWrapper inpos, int inlength, int initoffset = 0; int finalp = inpos.get() + inlength; int tmpoutpos = outpos.get(); - int v = 0; - int shift = 0; - for (; p < finalp; ++p) { - int c = in[p]; - v += ((c & 127) << shift); - if ((c & 128) == 128) { - out[tmpoutpos] = v + initoffset; - initoffset = out[tmpoutpos]; - tmpoutpos++; - v = 0; - shift = 0; - } else - shift += 7; + for (int v = 0;p < finalp; out[tmpoutpos++] = (initoffset = initoffset + v)) { + v = in[p] & 0x7F; + if (in[p] <0 ) { + p+= 1; + continue; + } + v = ((in[p+1] & 0x7F)<<7) | v; + if (in[p+1] < 0) { + p+= 2; + continue; + } + v = ((in[p+2] & 0x7F)<<14) | v; + if ((in[p+2]& 128) == 128) { + p+= 3; + continue; + } + v = ((in[p+3] & 0x7F)<<21) | v; + if ((in[p+3] & 128) == 128) { + p+= 4; + continue; + } + v = ((in[p+4] & 0x7F)<<28) | v; + p+= 5; } outpos.set(tmpoutpos); inpos.add(p); diff --git a/src/test/java/me/lemire/integercompression/AdhocTest.java b/src/test/java/me/lemire/integercompression/AdhocTest.java index b82b69b..50c2ad5 100644 --- a/src/test/java/me/lemire/integercompression/AdhocTest.java +++ b/src/test/java/me/lemire/integercompression/AdhocTest.java @@ -6,7 +6,7 @@ /** * Collection of adhoc tests. */ -@SuppressWarnings({ "javadoc", "static-method" }) +@SuppressWarnings({ "static-method" }) public class AdhocTest { diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index dc3b255..91d36e8 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -21,7 +21,7 @@ * * @author Daniel Lemire */ -@SuppressWarnings({ "static-method", "javadoc" }) +@SuppressWarnings({ "static-method" }) public class BasicTest { IntegerCODEC[] codecs = { new IntegratedComposition(new IntegratedBinaryPacking(), diff --git a/src/test/java/me/lemire/integercompression/BoundaryTest.java b/src/test/java/me/lemire/integercompression/BoundaryTest.java index 99dc931..0d6d573 100644 --- a/src/test/java/me/lemire/integercompression/BoundaryTest.java +++ b/src/test/java/me/lemire/integercompression/BoundaryTest.java @@ -15,7 +15,7 @@ * @author lemire * */ -@SuppressWarnings({ "static-method", "javadoc" }) +@SuppressWarnings({ "static-method" }) public class BoundaryTest { private static void compressAndUncompress(int length, IntegerCODEC c) { // Initialize array. diff --git a/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java b/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java index 76a1e81..5e0923d 100644 --- a/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java +++ b/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java @@ -11,7 +11,7 @@ * @author lemire * */ -@SuppressWarnings({ "javadoc", "static-method" }) +@SuppressWarnings({ "static-method" }) public class DeltaZigzagEncodingTest { protected static int zigzagEncode(DeltaZigzagEncoding.Encoder e, int value) { diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index c6ca197..9217097 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -9,7 +9,6 @@ /** * Static utility methods for test. */ -@SuppressWarnings({ "javadoc"}) public class TestUtils { /** * @@ -89,4 +88,23 @@ protected static int[] uncompress(IntegerCODEC codec, int[] data, int len) { codec.uncompress(data, inPos, data.length, outBuf, outPos); return Arrays.copyOf(outBuf, outPos.get()); } + + + + protected static byte[] compress(ByteIntegerCODEC codec, int[] data) { + byte[] outBuf = new byte[data.length * 4 * 4]; + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + codec.compress(data, inPos, data.length, outBuf, outPos); + return Arrays.copyOf(outBuf, outPos.get()); + } + + protected static int[] uncompress(ByteIntegerCODEC codec, byte[] data, int len) { + int[] outBuf = new int[len + 1024]; + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + codec.uncompress(data, inPos, data.length, outBuf, outPos); + return Arrays.copyOf(outBuf, outPos.get()); + } + } diff --git a/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java b/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java index 49351b4..3201b02 100644 --- a/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java +++ b/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java @@ -16,7 +16,7 @@ * @author lemire * */ -@SuppressWarnings({ "javadoc", "static-method" }) +@SuppressWarnings({ "static-method" }) public final class XorBinaryPackingTest { From e6fa6beb631207204fde213c4c7cb87d043784d2 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 9 Sep 2014 11:35:54 -0400 Subject: [PATCH 029/266] [maven-release-plugin] prepare release JavaFastPFOR-0.0.15 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index a69bb88..d032256 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.0.15-SNAPSHOT + 0.0.15 jar From 6fc1e98cbdd4028ea02db4505017e58b53ba60e3 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 9 Sep 2014 11:35:57 -0400 Subject: [PATCH 030/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index d032256..a457116 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.0.15 + 0.0.16-SNAPSHOT jar From 27d26220ac20b729f9e952d0bbf87164d3f51ef3 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 9 Sep 2014 15:47:07 -0400 Subject: [PATCH 031/266] Updating readme --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 0d896ca..0e1844d 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,10 @@ It can decompress integers at a rate of over 1.2 billions per second as Snappy, LZ4 and so on) when compressing arrays of integers. Part of this library has been integrated in Parquet (http://parquet.io/). -This libary is used by ClueWeb Tools (https://github.com/lintool/clueweb). +A modified version of the library is included in the search engine +Terrier (http://terrier.org/). This libary is used by ClueWeb +Tools (https://github.com/lintool/clueweb). + This library inspired a compression scheme used by Apache Lucene (e.g., see http://lucene.apache.org/core/4_6_1/core/org/apache/lucene/util/PForDeltaDocIdSet.html ). From 38475acae1b2b5292a279795120e48426d705e2a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 10 Sep 2014 16:33:30 -0400 Subject: [PATCH 032/266] Adding skippable codecs (not yet tested) --- CHANGELOG | 3 + .../me/lemire/integercompression/NewPFD.java | 2 +- .../me/lemire/integercompression/S16.java | 28 +- .../java/me/lemire/integercompression/S9.java | 28 +- .../skippable/Kamikaze.java | 46 +++ .../skippable/SkippableComposition.java | 62 ++++ .../skippable/SkippableFastPFOR.java | 262 ++++++++++++++++ .../skippable/SkippableIntegerCODEC.java | 69 +++++ .../skippable/SkippableNewPFD.java | 178 +++++++++++ .../skippable/SkippableOptPFD.java | 198 ++++++++++++ .../skippable/SkippableSimple16.java | 207 +++++++++++++ .../skippable/SkippableSimple9.java | 291 ++++++++++++++++++ 12 files changed, 1369 insertions(+), 5 deletions(-) create mode 100644 src/main/java/me/lemire/integercompression/skippable/Kamikaze.java create mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java create mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java create mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java create mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java create mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java create mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java create mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java diff --git a/CHANGELOG b/CHANGELOG index 82dadde..e6db188 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,6 @@ +0.1.0 (upcoming) + - Introduced skippable versions (for use in a search engine like Terrier) + 0.0.15 (September 9th 2014) - Improved the performance of VariableByte schemes when used as a ByteIntegerCODEC diff --git a/src/main/java/me/lemire/integercompression/NewPFD.java b/src/main/java/me/lemire/integercompression/NewPFD.java index 28e28a3..9530c05 100644 --- a/src/main/java/me/lemire/integercompression/NewPFD.java +++ b/src/main/java/me/lemire/integercompression/NewPFD.java @@ -13,7 +13,7 @@ * Follows: *

* H. Yan, S. Ding, T. Suel, Inverted index compression and query processing - * with optimized document ordering, in: WWW �09, 2009, pp. 401�410. + * with optimized document ordering, in: WWW 09, 2009, pp. 401-410. *

* using Simple16 as the secondary coder. * diff --git a/src/main/java/me/lemire/integercompression/S16.java b/src/main/java/me/lemire/integercompression/S16.java index 6829b76..4b3b577 100644 --- a/src/main/java/me/lemire/integercompression/S16.java +++ b/src/main/java/me/lemire/integercompression/S16.java @@ -15,7 +15,21 @@ */ public final class S16 { - protected static int compress(final int[] in, int currentPos, + /** + * Compress an integer array using Simple16 + * + * + * @param in + * array to compress + * @param currentPos + * where to start reading + * @param inlength + * how many integers to read + * @param out output array + * @param tmpoutpos location in the output array + * @return the number of 32-bit words written (in compressed form) + */ + public static int compress(final int[] in, int currentPos, int inlength, final int out[], final int tmpoutpos) { int outpos = tmpoutpos; final int finalin = currentPos + inlength; @@ -141,7 +155,17 @@ public static final int decompressblock(int[] out, int outOffset, return num; } - protected static void uncompress(final int[] in, int tmpinpos, + /** + * Uncompressed data from an input array into an output array + * + * @param in input array (in compressed form) + * @param tmpinpos starting location in the compressed input array + * @param inlength how much data we wish the read (in 32-bit words) + * @param out output array (in decompressed form) + * @param currentPos current position in the output array + * @param outlength available data in the output array + */ + public static void uncompress(final int[] in, int tmpinpos, final int inlength, final int[] out, int currentPos, int outlength) { final int finalpos = tmpinpos + inlength; diff --git a/src/main/java/me/lemire/integercompression/S9.java b/src/main/java/me/lemire/integercompression/S9.java index d8a7121..d5846c7 100644 --- a/src/main/java/me/lemire/integercompression/S9.java +++ b/src/main/java/me/lemire/integercompression/S9.java @@ -53,7 +53,21 @@ public static int estimatecompress(int[] in, int currentPos, return tmpoutpos; } - protected static int compress(int[] in, int currentPos, int inlength, + /** + * Compress an integer array using Simple9 + * + * + * @param in + * array to compress + * @param currentPos + * where to start reading + * @param inlength + * how many integers to read + * @param out output array + * @param tmpoutpos location in the output array + * @return the number of 32-bit words written (in compressed form) + */ + public static int compress(int[] in, int currentPos, int inlength, int out[], int tmpoutpos) { int origtmpoutpos = tmpoutpos; int finalpos = currentPos + inlength; @@ -87,7 +101,17 @@ protected static int compress(int[] in, int currentPos, int inlength, return tmpoutpos - origtmpoutpos; } - protected static void uncompress(int[] in, int tmpinpos, int inlength, + /** + * Uncompressed data from an input array into an output array + * + * @param in input array (in compressed form) + * @param tmpinpos starting location in the compressed input array + * @param inlength how much data we wish the read (in 32-bit words) + * @param out output array (in decompressed form) + * @param currentPos current position in the output array + * @param outlength available data in the output array + */ + public static void uncompress(int[] in, int tmpinpos, int inlength, int[] out, int currentPos, int outlength) { int finallength = currentPos + outlength; diff --git a/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java b/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java new file mode 100644 index 0000000..f5a344e --- /dev/null +++ b/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java @@ -0,0 +1,46 @@ +package me.lemire.integercompression.skippable; + +import me.lemire.integercompression.IntWrapper; +import com.kamikaze.pfordelta.PForDelta; + +/** + * IntegerCODEC wrapper for Kamikaze's PForDelta. + * + * + * @author Matteo Catena + * + */ +public class Kamikaze implements SkippableIntegerCODEC { + + private int BLOCK_SIZE = 128; + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + + inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; + if (inlength > 0) { + int[] out2 = PForDelta.compressOneBlockOpt(in, inlength); + inpos.add(inlength); + System.arraycopy(out2, 0, out, outpos.get(), out2.length); + outpos.add(out2.length); + } + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, int num) { + + num = num / BLOCK_SIZE * BLOCK_SIZE; + if (num > 0) { + int d = PForDelta.decompressOneBlock(out, in, num); + inpos.add(d / 32); + outpos.add(num); + } + } + + @Override + public String toString() { + return "Kamikaze's PForDelta"; + } +} \ No newline at end of file diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java b/src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java new file mode 100644 index 0000000..b3ba09f --- /dev/null +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java @@ -0,0 +1,62 @@ +/** + * This is code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.integercompression.skippable; + +import me.lemire.integercompression.*; + +/** + * Helper class to compose schemes. + * + * @author Daniel Lemire + */ +public class SkippableComposition implements SkippableIntegerCODEC { + SkippableIntegerCODEC F1, F2; + + /** + * Compose a scheme from a first one (f1) and a second one (f2). The first + * one is called first and then the second one tries to compress whatever + * remains from the first run. + * + * By convention, the first scheme should be such that if, during decoding, + * a 32-bit zero is first encountered, then there is no output. + * + * @param f1 + * first codec + * @param f2 + * second codec + */ + public SkippableComposition(SkippableIntegerCODEC f1, + SkippableIntegerCODEC f2) { + F1 = f1; + F2 = f2; + } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + int init = inpos.get(); + F1.compress(in, inpos, inlength, out, outpos); + inlength -= inpos.get() - init; + F2.compress(in, inpos, inlength, out, outpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, int num) { + int init = inpos.get(); + F1.uncompress(in, inpos, inlength, out, outpos, num); + inlength -= inpos.get() - init; + num -= outpos.get(); + F2.uncompress(in, inpos, inlength, out, outpos, num); + } + + @Override + public String toString() { + return F1.getClass().getName() + "+" + F2.getClass().getName(); + } + +} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java b/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java new file mode 100644 index 0000000..34fe3ef --- /dev/null +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java @@ -0,0 +1,262 @@ +/** + * This is code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.integercompression.skippable; + +import java.nio.ByteBuffer; +import java.util.Arrays; +import me.lemire.integercompression.*; + +/** + * This is a patching scheme designed for speed. It encodes integers in blocks + * of 128 integers within pages of up to 65536 integers. Note that it is + * important, to get good compression and good performance, to use sizeable + * blocks (greater than 1024 integers). For arrays containing a number of + * integers that is not divisible by 128, you should use it in conjunction with + * another CODEC: + * + * IntegerCODEC ic = new Composition(new FastPFOR(), new VariableByte()). + *

+ * For details, please see + *

+ *

+ * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second + * through vectorization Software: Practice & Experience http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract http://arxiv.org/abs/1209.2137 + *

+ *

+ * For sufficiently compressible and long arrays, it is faster and better than + * other PFOR schemes. + *

+ * + * Note that this does not use differential coding: if you are working on sorted + * lists, use IntegratedFastPFOR instead. + * + * For multi-threaded applications, each thread should use its own FastPFOR + * object. + * + * @author Daniel Lemire + */ +public final class SkippableFastPFOR implements SkippableIntegerCODEC { + int PageSize; + final static int BlockSize = 128; + final static int overheadofeachexcept = 8; + + int[][] datatobepacked = new int[32][]; + ByteBuffer bytecontainer; + + /** + * Constructor for FastPFOR + * + * @param pagesize + * size of the page in number of integers + */ + public SkippableFastPFOR(int pagesize) { + PageSize = pagesize; + initArrays(); + } + + /** + * + */ + public SkippableFastPFOR() { + PageSize = 65536; + initArrays(); + } + + private void initArrays() { + bytecontainer = ByteBuffer.allocateDirect(3 * PageSize / BlockSize + + PageSize); + for (int k = 1; k < 32; ++k) + datatobepacked[k] = new int[PageSize / 32 * 4];// heuristic + } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = inlength / 128 * 128; + + final int finalinpos = inpos.get() + inlength; + while (inpos.get() != finalinpos) { + int thissize = finalinpos > PageSize + inpos.get() ? PageSize + : (finalinpos - inpos.get()); + encodePage(in, inpos, thissize, out, outpos); + } + } + + private static void getBestBFromData(int[] in, int pos, + byte[] bestbbestcexceptmaxb) { + int freqs[] = new int[32]; + for (int k = pos; k < BlockSize + pos; ++k) + freqs[Util.bits(in[k])]++; + bestbbestcexceptmaxb[0] = 31; + while (freqs[bestbbestcexceptmaxb[0]] == 0) + bestbbestcexceptmaxb[0]--; + bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; + int bestcost = bestbbestcexceptmaxb[0] * BlockSize; + byte cexcept = 0; + bestbbestcexceptmaxb[1] = cexcept; + for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { + cexcept += freqs[b + 1]; + if (cexcept < 0) + break; + int thiscost = cexcept * overheadofeachexcept + cexcept + * (bestbbestcexceptmaxb[2] - b) + b * BlockSize + 8;// the + // extra + // 8 is + // the + // cost + // of + // storing + // maxbits + if (thiscost < bestcost) { + bestcost = thiscost; + bestbbestcexceptmaxb[0] = (byte) b; + bestbbestcexceptmaxb[1] = cexcept; + } + } + } + + private void encodePage(int[] in, IntWrapper inpos, int thissize, + int[] out, IntWrapper outpos) { + final int headerpos = outpos.get(); + outpos.increment(); + int tmpoutpos = outpos.get(); + int[] datapointers = new int[32]; + bytecontainer.clear(); + final byte[] bestbbestcexceptmaxb = new byte[3]; + int tmpinpos = inpos.get(); + for (final int finalinpos = tmpinpos + thissize; tmpinpos + BlockSize <= finalinpos; tmpinpos += BlockSize) { + getBestBFromData(in, tmpinpos, bestbbestcexceptmaxb); + final int tmpbestb = bestbbestcexceptmaxb[0]; + bytecontainer.put(bestbbestcexceptmaxb[0]); + bytecontainer.put(bestbbestcexceptmaxb[1]); + if (bestbbestcexceptmaxb[1] > 0) { + bytecontainer.put(bestbbestcexceptmaxb[2]); + final int index = bestbbestcexceptmaxb[2] + - bestbbestcexceptmaxb[0]; + if (datapointers[index] + bestbbestcexceptmaxb[1] >= datatobepacked[index].length) { + int newsize = 2 * (datapointers[index] + bestbbestcexceptmaxb[1]); + newsize = (newsize + 31) / 32 * 32;// make sure it is a + // multiple of + // 32 + datatobepacked[index] = Arrays.copyOf( + datatobepacked[index], newsize); + } + final int maxval = 1 << bestbbestcexceptmaxb[0]; + for (int k = 0; k < BlockSize; ++k) { + if (in[k + tmpinpos] >= maxval) { + // we have an exception + bytecontainer.put((byte) k); + datatobepacked[index][datapointers[index]++] = in[k + + tmpinpos] >>> tmpbestb; + } + } + } + for (int k = 0; k < 128; k += 32) { + BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, tmpbestb); + tmpoutpos += tmpbestb; + } + } + inpos.set(tmpinpos); + out[headerpos] = tmpoutpos - headerpos; + while ((bytecontainer.position() & 3) != 0) + bytecontainer.put((byte) 0); + final int bytesize = bytecontainer.position(); + out[tmpoutpos++] = bytesize; + final int howmanyints = bytesize / 4; + bytecontainer.flip(); + bytecontainer.asIntBuffer().get(out, tmpoutpos, howmanyints); + tmpoutpos += howmanyints; + int bitmap = 0; + for (int k = 1; k <= 31; ++k) { + if (datapointers[k] != 0) + bitmap |= (1 << (k - 1)); + } + out[tmpoutpos++] = bitmap; + for (int k = 1; k <= 31; ++k) { + + if (datapointers[k] != 0) { + out[tmpoutpos++] = datapointers[k];// size + for (int j = 0; j < datapointers[k]; j += 32) { + BitPacking + .fastpack(datatobepacked[k], j, out, tmpoutpos, k); + tmpoutpos += k; + } + } + } + outpos.set(tmpoutpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, int num) { + int mynvalue = num / BlockSize * BlockSize; + int finalout = outpos.get() + mynvalue; + while (outpos.get() != finalout) { + int thissize = finalout > PageSize + outpos.get() ? PageSize + : (finalout - outpos.get()); + decodePage(in, inpos, out, outpos, thissize); + } + } + + private void decodePage(int[] in, IntWrapper inpos, int[] out, + IntWrapper outpos, int thissize) { + final int initpos = inpos.get(); + final int wheremeta = in[inpos.get()]; + inpos.increment(); + int inexcept = initpos + wheremeta; + final int bytesize = in[inexcept++]; + bytecontainer.clear(); + bytecontainer.asIntBuffer().put(in, inexcept, bytesize / 4); + inexcept += bytesize / 4; + + final int bitmap = in[inexcept++]; + for (int k = 1; k <= 31; ++k) { + if ((bitmap & (1 << (k - 1))) != 0) { + int size = in[inexcept++]; + if (datatobepacked[k].length < size) + datatobepacked[k] = new int[(size + 31) / 32 * 32]; + for (int j = 0; j < size; j += 32) { + BitPacking + .fastunpack(in, inexcept, datatobepacked[k], j, k); + inexcept += k; + } + } + } + int[] datapointers = new int[32]; + int tmpoutpos = outpos.get(); + int tmpinpos = inpos.get(); + + for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { + final byte b = bytecontainer.get(); + final byte cexcept = bytecontainer.get(); + for (int k = 0; k < 128; k += 32) { + BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, b); + tmpinpos += b; + } + if (cexcept > 0) { + final byte maxbits = bytecontainer.get(); + final int index = maxbits - b; + for (int k = 0; k < cexcept; ++k) { + final byte pos = bytecontainer.get(); + final int exceptvalue = datatobepacked[index][datapointers[index]++]; + out[pos + tmpoutpos] |= exceptvalue << b; + } + + } + } + outpos.set(tmpoutpos); + inpos.set(inexcept); + } + + @Override + public String toString() { + return this.getClass().getName(); + } +} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java new file mode 100644 index 0000000..6040e95 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java @@ -0,0 +1,69 @@ +/** + * This is code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.integercompression.skippable; + +import me.lemire.integercompression.*; + +/** + * Interface describing a standard CODEC to compress integers. This is a + * variation on the IntegerCODEC interface meant to be used for random access. + * + * The main difference is that we must specify the number of integers we wish to + * decode. This information should be stored elsewhere. + * + * This interface was designed by the Terrier team for their search engine. + * + * @author Daniel Lemire + * + */ +public interface SkippableIntegerCODEC { + /** + * Compress data from an array to another array. + * + * Both inpos and outpos are modified to represent how much data was read + * and written to if 12 ints (inlength = 12) are compressed to 3 ints, then + * inpos will be incremented by 12 while outpos will be incremented by 3 we + * use IntWrapper to pass the values by reference. + * + * @param in + * input array + * @param inpos + * location in the input array + * @param inlength + * how many integers to compress + * @param out + * output array + * @param outpos + * where to write in the output array + */ + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos); + + /** + * Uncompress data from an array to another array. + * + * Both inpos and outpos parameters are modified to indicate new positions + * after read/write. + * + * @param in + * array containing data in compressed form + * @param inpos + * where to start reading in the array + * @param inlength + * length of the compressed data (ignored by some schemes) + * @param out + * array where to write the compressed output + * @param outpos + * where to write the compressed output in out + * @param num + * number of integers we want to decode + */ + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, int num); + +} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java b/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java new file mode 100644 index 0000000..33a733f --- /dev/null +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java @@ -0,0 +1,178 @@ +/** + * This is code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.integercompression.skippable; + +import me.lemire.integercompression.*; + +/** + * NewPFD/NewPFOR: fast patching scheme by Yan et al. + *

+ * Follows: + *

+ *

+ * H. Yan, S. Ding, T. Suel, Inverted index compression and query processing + * with optimized document ordering, in: WWW 09, 2009, pp. 401-410. + *

+ * using Simple16 as the secondary coder. + * + * It encodes integers in blocks of 128 integers. For arrays containing an + * arbitrary number of integers, you should use it in conjunction with another + * CODEC: + * + * 
+ * IntegerCODEC ic = 
+ *  new Composition(new NewPDF(), new VariableByte()).
+ *
+ * + * Note that this does not use differential coding: if you are working on sorted + * lists, you must compute the deltas separately. (Yes, this is true even though + * the "D" at the end of the name probably stands for delta.) + * + * For multi-threaded applications, each thread should use its own NewPFD + * object. + * + * @author Daniel Lemire + */ +public final class SkippableNewPFD implements SkippableIntegerCODEC { + final int PageSize; + final static int BlockSize = 128; + + int[] exceptbuffer = new int[2 * BlockSize]; + + /** + * Constructor for the NewPFD CODEC. + */ + public SkippableNewPFD() { + PageSize = 65536; + } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = inlength / BlockSize * BlockSize; + + final int finalinpos = inpos.get() + inlength; + while (inpos.get() != finalinpos) { + int thissize = finalinpos > PageSize + inpos.get() ? PageSize + : (finalinpos - inpos.get()); + encodePage(in, inpos, thissize, out, outpos); + } + + } + + private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, + 12, 13, 16, 20, 32 }; + private static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, + 11, 12, 13, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, + 16, 16, 16, 16, 16 }; + + private static void getBestBFromData(int[] in, int pos, IntWrapper bestb, + IntWrapper bestexcept) { + final int mb = Util.maxbits(in, pos, BlockSize); + int mini = 0; + if (mini + 28 < bits[invbits[mb]]) + mini = bits[invbits[mb]] - 28; // 28 is the max for exceptions + int besti = bits.length - 1; + int exceptcounter = 0; + for (int i = mini; i < bits.length - 1; ++i) { + int tmpcounter = 0; + final int maxv = 1 << bits[i]; + for (int k = pos; k < BlockSize + pos; ++k) + if (in[k] >= maxv) + ++tmpcounter; + if (tmpcounter * 10 <= BlockSize) { + besti = i; + exceptcounter = tmpcounter; + break; + } + } + bestb.set(besti); + bestexcept.set(exceptcounter); + } + + private void encodePage(int[] in, IntWrapper inpos, int thissize, + int[] out, IntWrapper outpos) { + int tmpoutpos = outpos.get(); + int tmpinpos = inpos.get(); + IntWrapper bestb = new IntWrapper(); + IntWrapper bestexcept = new IntWrapper(); + for (final int finalinpos = tmpinpos + thissize; tmpinpos + BlockSize <= finalinpos; tmpinpos += BlockSize) { + getBestBFromData(in, tmpinpos, bestb, bestexcept); + int tmpbestb = bestb.get(); + int nbrexcept = bestexcept.get(); + int exceptsize = 0; + int remember = tmpoutpos; + tmpoutpos++; + if (nbrexcept > 0) { + final int maxv = 1 << bits[tmpbestb]; + for (int i = 0, c = 0; i < BlockSize; ++i) { + if (in[tmpinpos + i] >= maxv) { + exceptbuffer[c + nbrexcept] = i; + exceptbuffer[c] = in[tmpinpos + i] >>> bits[tmpbestb]; + ++c; + } + } + exceptsize = S16.compress(exceptbuffer, 0, 2 * nbrexcept, out, + tmpoutpos); + tmpoutpos += exceptsize; + } + out[remember] = tmpbestb | (nbrexcept << 8) | (exceptsize << 16); + for (int k = 0; k < BlockSize; k += 32) { + BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, + bits[tmpbestb]); + tmpoutpos += bits[tmpbestb]; + } + } + inpos.set(tmpinpos); + outpos.set(tmpoutpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, int num) { + int mynvalue = num / BlockSize * BlockSize; + int finalout = outpos.get() + mynvalue; + while (outpos.get() != finalout) { + int thissize = finalout > PageSize + outpos.get() ? PageSize + : (finalout - outpos.get()); + decodePage(in, inpos, out, outpos, thissize); + } + } + + private void decodePage(int[] in, IntWrapper inpos, int[] out, + IntWrapper outpos, int thissize) { + int tmpoutpos = outpos.get(); + int tmpinpos = inpos.get(); + + for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { + final int b = in[tmpinpos] & 0xFF; + final int cexcept = (in[tmpinpos] >>> 8) & 0xFF; + final int exceptsize = (in[tmpinpos] >>> 16); + ++tmpinpos; + S16.uncompress(in, tmpinpos, exceptsize, exceptbuffer, 0, + 2 * cexcept); + tmpinpos += exceptsize; + for (int k = 0; k < BlockSize; k += 32) { + BitPacking + .fastunpack(in, tmpinpos, out, tmpoutpos + k, bits[b]); + tmpinpos += bits[b]; + } + for (int k = 0; k < cexcept; ++k) { + out[tmpoutpos + exceptbuffer[k + cexcept]] |= (exceptbuffer[k] << bits[b]); + } + } + outpos.set(tmpoutpos); + inpos.set(tmpinpos); + } + + @Override + public String toString() { + return this.getClass().getName(); + } + +} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java b/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java new file mode 100644 index 0000000..d851c82 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java @@ -0,0 +1,198 @@ +/** + * This is code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.integercompression.skippable; + +import me.lemire.integercompression.*; + +/** + * OptPFD: fast patching scheme by Yan et al. + *

+ * Follows: + *

+ *

+ * H. Yan, S. Ding, T. Suel, Inverted index compression and query processing + * with optimized document ordering, in: WWW 09, 2009, pp. 401-410. + *

+ * using Simple16 as the secondary coder. + * + * It encodes integers in blocks of 128 integers. For arrays containing an + * arbitrary number of integers, you should use it in conjunction with another + * CODEC: + * + * 
+ * IntegerCODEC ic = new Composition(new OptPFD(), new VariableByte()).
+ *
+ * + * Note that this does not use differential coding: if you are working on sorted + * lists, you must compute the deltas separately. (Yes, this is true even though + * the "D" at the end of the name probably stands for delta.) + * + * For multi-threaded applications, each thread should use its own OptPFD + * object. + * + * @author Daniel Lemire + */ +public final class SkippableOptPFD implements SkippableIntegerCODEC { + final int PageSize; + final static int BlockSize = 128; + + int[] exceptbuffer = new int[2 * BlockSize]; + int[] sillybuffer = new int[2 * BlockSize]; + + /** + * + */ + public SkippableOptPFD() { + PageSize = 65536; + } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + // Util.assertTrue(inpos.get()+inlength <= in.length); + inlength = inlength / BlockSize * BlockSize; + + final int finalinpos = inpos.get() + inlength; + // out[outpos.get()] = inlength; + // outpos.increment(); + while (inpos.get() != finalinpos) { + int thissize = finalinpos > PageSize + inpos.get() ? PageSize + : (finalinpos - inpos.get()); + encodePage(in, inpos, thissize, out, outpos); + } + + } + + private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, + 12, 13, 16, 20, 32 }; + private static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, + 11, 12, 13, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, + 16, 16, 16, 16, 16 }; + + void getBestBFromData(int[] in, int pos, IntWrapper bestb, + IntWrapper bestexcept) { + final int mb = Util.maxbits(in, pos, BlockSize); + int mini = 0; + if (mini + 28 < bits[invbits[mb]]) + mini = bits[invbits[mb]] - 28; // 28 is the max for exceptions + int besti = bits.length - 1; + int bestcost = bits[besti] * 4; + int exceptcounter = 0; + for (int i = mini; i < bits.length - 1; ++i) { + int tmpcounter = 0; + final int maxv = 1 << bits[i]; + for (int k = pos; k < BlockSize + pos; ++k) + if (in[k] >= maxv) { + ++tmpcounter; + } + if (tmpcounter == BlockSize) + continue; // no need + for (int k = pos, c = 0; k < pos + BlockSize; ++k) + if (in[k] >= maxv) { + exceptbuffer[tmpcounter + c] = k - pos; + exceptbuffer[c] = in[k] >>> bits[i]; + ++c; + } + + final int thiscost = bits[i] * 4 + + S16.estimatecompress(exceptbuffer, 0, 2 * tmpcounter); + if (thiscost <= bestcost) { + bestcost = thiscost; + besti = i; + exceptcounter = tmpcounter; + } + } + + bestb.set(besti); + bestexcept.set(exceptcounter); + } + + private void encodePage(int[] in, IntWrapper inpos, int thissize, + int[] out, IntWrapper outpos) { + int tmpoutpos = outpos.get(); + int tmpinpos = inpos.get(); + IntWrapper bestb = new IntWrapper(); + IntWrapper bestexcept = new IntWrapper(); + for (final int finalinpos = tmpinpos + thissize; tmpinpos + BlockSize <= finalinpos; tmpinpos += BlockSize) { + getBestBFromData(in, tmpinpos, bestb, bestexcept); + int tmpbestb = bestb.get(); + int nbrexcept = bestexcept.get(); + int exceptsize = 0; + int remember = tmpoutpos; + tmpoutpos++; + if (nbrexcept > 0) { + final int maxv = 1 << bits[tmpbestb]; + int c = 0; + for (int i = 0; i < BlockSize; ++i) { + if (in[tmpinpos + i] >= maxv) { + exceptbuffer[c + nbrexcept] = i; + exceptbuffer[c] = in[tmpinpos + i] >>> bits[tmpbestb]; + ++c; + } + } + exceptsize = S16.compress(exceptbuffer, 0, 2 * nbrexcept, out, + tmpoutpos); + tmpoutpos += exceptsize; + } + out[remember] = tmpbestb | (nbrexcept << 8) | (exceptsize << 16); + for (int k = 0; k < BlockSize; k += 32) { + BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, + bits[tmpbestb]); + tmpoutpos += bits[tmpbestb]; + } + } + inpos.set(tmpinpos); + outpos.set(tmpoutpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, int num) { + // Util.assertTrue(inpos.get()+inlength <= in.length); + int mynvalue = num / BlockSize * BlockSize; + // int mynvalue = in[inpos.get()]; + // inpos.increment(); + int finalout = outpos.get() + mynvalue; + while (outpos.get() != finalout) { + int thissize = finalout > PageSize + outpos.get() ? PageSize + : (finalout - outpos.get()); + decodePage(in, inpos, out, outpos, thissize); + } + } + + private void decodePage(int[] in, IntWrapper inpos, int[] out, + IntWrapper outpos, int thissize) { + int tmpoutpos = outpos.get(); + int tmpinpos = inpos.get(); + + for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { + final int b = in[tmpinpos] & 0xFF; + final int cexcept = (in[tmpinpos] >>> 8) & 0xFF; + final int exceptsize = (in[tmpinpos] >>> 16); + ++tmpinpos; + S16.uncompress(in, tmpinpos, exceptsize, exceptbuffer, 0, + 2 * cexcept); + tmpinpos += exceptsize; + for (int k = 0; k < BlockSize; k += 32) { + BitPacking + .fastunpack(in, tmpinpos, out, tmpoutpos + k, bits[b]); + tmpinpos += bits[b]; + } + for (int k = 0; k < cexcept; ++k) { + out[tmpoutpos + exceptbuffer[k + cexcept]] |= (exceptbuffer[k] << bits[b]); + } + } + outpos.set(tmpoutpos); + inpos.set(tmpinpos); + } + + @Override + public String toString() { + return this.getClass().getName(); + } + +} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java new file mode 100644 index 0000000..f8adbc0 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java @@ -0,0 +1,207 @@ +package me.lemire.integercompression.skippable; + +import me.lemire.integercompression.*; + +/** + * This is an implementation of the popular Simple9 scheme. It is limited to + * 28-bit integers (between 0 and 2^28-1). + * + * Note that this does not use differential coding: if you are working on sorted + * lists, you must compute the deltas separately. + * + * @author Daniel Lemire + * + */ +public final class SkippableSimple16 implements SkippableIntegerCODEC { + + public void compress(int[] in, IntWrapper inpos, int inlength, int out[], + IntWrapper outpos) { + int i_inpos = inpos.get(); + int i_outpos = outpos.get(); + final int finalin = i_inpos + inlength; + while (i_inpos < finalin) { + int inoffset = compressblock(out, i_outpos++, in, i_inpos, inlength); + if (inoffset == -1) + throw new RuntimeException("Too big a number"); + i_inpos += inoffset; + inlength -= inoffset; + } + inpos.set(i_inpos); + outpos.set(i_outpos); + } + + protected static int estimatecompress(int[] in, int currentPos, int inlength) { + final int finalin = currentPos + inlength; + int counter = 0; + while (currentPos < finalin) { + int inoffset = fakecompressblock(in, currentPos, inlength); + if (inoffset == -1) + throw new RuntimeException("Too big a number"); + currentPos += inoffset; + inlength -= inoffset; + ++counter; + } + return counter; + } + + /** + * Compress an integer array using Simple16 + * + * @param out + * the compressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the integer input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the number of compressed integers + */ + public static final int compressblock(int[] out, int outOffset, int[] in, + int inOffset, int n) { + int numIdx, j, num, bits; + for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { + out[outOffset] = numIdx << S16_BITSSIZE; + num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; + + for (j = 0, bits = 0; (j < num) + && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { + out[outOffset] |= (in[inOffset + j] << bits); + bits += S16_BITS[numIdx][j]; + j++; + } + + if (j == num) { + return num; + } + } + + return -1; + } + + protected static final int fakecompressblock(int[] in, int inOffset, int n) { + int numIdx, j, num; + for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { + num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; + + for (j = 0; (j < num) + && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { + j++; + } + + if (j == num) { + return num; + } + } + + return -1; + } + + /** + * Decompress an integer array using Simple16 + * + * @param out + * the decompressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the compressed input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the number of processed integers + */ + public static final int decompressblock(int[] out, int outOffset, int[] in, + int inOffset, int n) { + int numIdx, j = 0, bits = 0; + numIdx = in[inOffset] >>> S16_BITSSIZE; + int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; + for (j = 0, bits = 0; j < num; j++) { + out[outOffset + j] = (in[inOffset] >>> bits) + & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); + bits += S16_BITS[numIdx][j]; + } + return num; + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, int num) { + int i_inpos = inpos.get(); + int i_outpos = outpos.get(); + final int finalpos = i_inpos + inlength; + while (i_inpos < finalpos) { + final int howmany = decompressblock(out, i_outpos, in, i_inpos, num); + num -= howmany; + i_outpos += howmany; + i_inpos++; + } + inpos.set(i_inpos); + outpos.set(i_outpos); + } + + /** + * Uncompress data from an array to another array. + * + * Both inpos and outpos parameters are modified to indicate new positions + * after read/write. + * + * @param in + * array containing data in compressed form + * @param tmpinpos + * where to start reading in the array + * @param inlength + * length of the compressed data (ignored by some schemes) + * @param out + * array where to write the compressed output + * @param currentPos + * where to write the compressed output in out + * @param outlength + * number of integers we want to decode + */ + public static void uncompress(int[] in, int tmpinpos, int inlength, + int[] out, int currentPos, int outlength) { + final int finalpos = tmpinpos + inlength; + while (tmpinpos < finalpos) { + final int howmany = decompressblock(out, currentPos, in, tmpinpos, + outlength); + outlength -= howmany; + currentPos += howmany; + tmpinpos += 1; + } + + } + + private static int[][] shiftme(int[][] x) { + int[][] answer = new int[x.length][]; + for (int k = 0; k < x.length; ++k) { + answer[k] = new int[x[k].length]; + for (int z = 0; z < answer[k].length; ++z) + answer[k][z] = 1 << x[k][z]; + } + return answer; + } + + private static final int S16_NUMSIZE = 16; + private static final int S16_BITSSIZE = 28; + // the possible number of bits used to represent one integer + private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, 6, + 5, 5, 4, 3, 2, 1 }; + // the corresponding number of elements for each value of the number of bits + private static final int[][] S16_BITS = { + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1 }, + { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, + { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, + { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, + { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, + { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, + { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; + private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); + +} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java new file mode 100644 index 0000000..bca2b55 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java @@ -0,0 +1,291 @@ +/** + * This is code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.integercompression.skippable; + +import me.lemire.integercompression.IntWrapper; + +/** + * This is an implementation of the popular Simple9 scheme. It is limited to + * 28-bit integers (between 0 and 2^28-1). + * + * Note that this does not use differential coding: if you are working on sorted + * lists, you must compute the deltas separately. + * + * @author Daniel Lemire + * + */ +public final class SkippableSimple9 implements SkippableIntegerCODEC { + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int out[], + IntWrapper outpos) { + int tmpoutpos = outpos.get(); + int currentPos = inpos.get(); + final int finalin = currentPos + inlength; + outer: while (currentPos < finalin - 28) { + mainloop: for (int selector = 0; selector < 8; selector++) { + + int res = 0; + int compressedNum = codeNum[selector]; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (max <= in[currentPos + i]) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } + res |= selector << 28; + out[tmpoutpos++] = res; + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + if (in[currentPos] >= 1 << bitLength[selector]) + throw new RuntimeException("Too big a number"); + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + outer: while (currentPos < finalin) { + mainloop: for (int selector = 0; selector < 8; selector++) { + int res = 0; + int compressedNum = codeNum[selector]; + if (finalin <= currentPos + compressedNum - 1) + compressedNum = finalin - currentPos; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (max <= in[currentPos + i]) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } + + if (compressedNum != codeNum[selector]) + res <<= (codeNum[selector] - compressedNum) * b; + res |= selector << 28; + out[tmpoutpos++] = res; + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + // Util.assertTrue(codeNum[selector] == 1); + if (in[currentPos] >= 1 << bitLength[selector]) + throw new RuntimeException("Too big a number"); + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + // Util.assertTrue(currentPos == finalin); + inpos.set(currentPos); + outpos.set(tmpoutpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, int num) { + int currentPos = outpos.get(); + int tmpinpos = inpos.get(); + final int finalout = currentPos + num; + while (currentPos < finalout - 28) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + out[currentPos++] = (val << 4) >>> 31; + out[currentPos++] = (val << 5) >>> 31; + out[currentPos++] = (val << 6) >>> 31; + out[currentPos++] = (val << 7) >>> 31; + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + break; + } + case 1: { // number : 14, bitwidth : 2 + out[currentPos++] = (val << 4) >>> 30; + out[currentPos++] = (val << 6) >>> 30; + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + break; + } + case 2: { // number : 9, bitwidth : 3 + out[currentPos++] = (val << 5) >>> 29; + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + break; + } + case 3: { // number : 7, bitwidth : 4 + out[currentPos++] = (val << 4) >>> 28; + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + break; + } + case 4: { // number : 5, bitwidth : 5 + out[currentPos++] = (val << 7) >>> 27; + out[currentPos++] = (val << 12) >>> 27; + out[currentPos++] = (val << 17) >>> 27; + out[currentPos++] = (val << 22) >>> 27; + out[currentPos++] = (val << 27) >>> 27; + break; + } + case 5: { // number : 4, bitwidth : 7 + out[currentPos++] = (val << 4) >>> 25; + out[currentPos++] = (val << 11) >>> 25; + out[currentPos++] = (val << 18) >>> 25; + out[currentPos++] = (val << 25) >>> 25; + break; + } + case 6: { // number : 3, bitwidth : 9 + out[currentPos++] = (val << 5) >>> 23; + out[currentPos++] = (val << 14) >>> 23; + out[currentPos++] = (val << 23) >>> 23; + break; + } + case 7: { // number : 2, bitwidth : 14 + out[currentPos++] = (val << 4) >>> 18; + out[currentPos++] = (val << 18) >>> 18; + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen"); + } + } + } + while (currentPos < finalout) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + final int howmany = finalout - currentPos; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (k + 4)) >>> 31; + } + break; + } + case 1: { // number : 14, bitwidth : 2 + final int howmany = finalout - currentPos < 14 ? finalout + - currentPos : 14; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (2 * k + 4)) >>> 30; + } + break; + } + case 2: { // number : 9, bitwidth : 3 + final int howmany = finalout - currentPos < 9 ? finalout + - currentPos : 9; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (3 * k + 5)) >>> 29; + } + break; + } + case 3: { // number : 7, bitwidth : 4 + final int howmany = finalout - currentPos < 7 ? finalout + - currentPos : 7; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (4 * k + 4)) >>> 28; + } + break; + } + case 4: { // number : 5, bitwidth : 5 + final int howmany = finalout - currentPos < 5 ? finalout + - currentPos : 5; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (5 * k + 7)) >>> 27; + } + break; + } + case 5: { // number : 4, bitwidth : 7 + final int howmany = finalout - currentPos < 4 ? finalout + - currentPos : 4; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (7 * k + 4)) >>> 25; + } + break; + } + case 6: { // number : 3, bitwidth : 9 + final int howmany = finalout - currentPos < 3 ? finalout + - currentPos : 3; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (9 * k + 5)) >>> 23; + } + break; + } + case 7: { // number : 2, bitwidth : 14 + final int howmany = finalout - currentPos < 2 ? finalout + - currentPos : 2; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (14 * k + 4)) >>> 18; + } + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen"); + } + } + } + outpos.set(currentPos); + inpos.set(tmpinpos); + + } + + private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; + + private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; + + @Override + public String toString() { + return this.getClass().getName(); + } + +} From 6af200a5d89b7b65ccef3a06788b6ef11493143b Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 10 Sep 2014 19:40:59 -0400 Subject: [PATCH 033/266] Now with failing unit tests --- .../lemire/integercompression/JustCopy.java | 13 ++- .../integercompression/VariableByte.java | 32 +++++- .../skippable/SkippableBinaryPacking.java | 91 +++++++++++++++++ .../skippable/SkippableIntegerCODEC.java | 2 +- .../integercompression/ByteBasicTest.java | 86 ++++++++++++++++ .../SkippableBasicTest.java | 99 +++++++++++++++++++ .../lemire/integercompression/TestUtils.java | 18 ++++ 7 files changed, 338 insertions(+), 3 deletions(-) create mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableBinaryPacking.java create mode 100644 src/test/java/me/lemire/integercompression/ByteBasicTest.java create mode 100644 src/test/java/me/lemire/integercompression/SkippableBasicTest.java diff --git a/src/main/java/me/lemire/integercompression/JustCopy.java b/src/main/java/me/lemire/integercompression/JustCopy.java index a385bde..9a535d4 100644 --- a/src/main/java/me/lemire/integercompression/JustCopy.java +++ b/src/main/java/me/lemire/integercompression/JustCopy.java @@ -7,11 +7,13 @@ package me.lemire.integercompression; +import me.lemire.integercompression.skippable.SkippableIntegerCODEC; + /** * @author Daniel Lemire * */ -public final class JustCopy implements IntegerCODEC { +public final class JustCopy implements IntegerCODEC, SkippableIntegerCODEC { @Override public void compress(int[] in, IntWrapper inpos, int inlength, @@ -34,4 +36,13 @@ public String toString() { return this.getClass().getSimpleName(); } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int num) { + System.arraycopy(in, inpos.get(), out, outpos.get(), num); + inpos.add(num); + outpos.add(num); + + } + } diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index e33fc1f..e95ee0f 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -10,6 +10,8 @@ import java.nio.ByteOrder; import java.nio.IntBuffer; +import me.lemire.integercompression.skippable.SkippableIntegerCODEC; + /** * Implementation of variable-byte. For best performance, use it using the * ByteIntegerCODEC interface. @@ -19,7 +21,7 @@ * * @author Daniel Lemire */ -public class VariableByte implements IntegerCODEC, ByteIntegerCODEC { +public class VariableByte implements IntegerCODEC, ByteIntegerCODEC, SkippableIntegerCODEC { private static byte extract7bits(int i, long val) { return (byte) ((val >> (7 * i)) & ((1 << 7) - 1)); @@ -173,4 +175,32 @@ public String toString() { return this.getClass().getSimpleName(); } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, int num) { + int s = 0; + int val = 0; + int p = inpos.get(); + int tmpoutpos = outpos.get(); + int finaloutpos = num + tmpoutpos; + for (int v = 0, shift = 0; tmpoutpos < finaloutpos;) { + val = in[p]; + int c = (byte) (val >>> s); + s += 8; + if (s == 32) { + s = 0; + p++; + } + v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos++] = v; + v = 0; + shift = 0; + } else + shift += 7; + } + outpos.set(tmpoutpos); + inpos.add(inlength); + } + } diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableBinaryPacking.java b/src/main/java/me/lemire/integercompression/skippable/SkippableBinaryPacking.java new file mode 100644 index 0000000..3d8ae13 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableBinaryPacking.java @@ -0,0 +1,91 @@ +/** + * This is code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.integercompression.skippable; + +import me.lemire.integercompression.*; + + + +/** + * Scheme based on a commonly used idea: can be extremely fast. + * It encodes integers in blocks of 128 integers. For arrays containing + * an arbitrary number of integers, you should use it in conjunction + * with another CODEC: + * + * 
IntegerCODEC ic = 
+ *  new Composition(new BinaryPacking(), new VariableByte()).
+ * + * Note that this does not use differential coding: if you are working on sorted + * lists, use IntegratedBinaryPacking instead. + * + *

+ * For details, please see + *

+ *

+ * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second + * through vectorization Software: Practice & Experience + * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract + * http://arxiv.org/abs/1209.2137 + *

+ *

+ * Daniel Lemire, Leonid Boytsov, Nathan Kurz, + * SIMD Compression and the Intersection of Sorted Integers + * http://arxiv.org/abs/1401.6399 + *

+ * + * @author Daniel Lemire + */ +public final class SkippableBinaryPacking implements SkippableIntegerCODEC { + + @Override +public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + inlength = inlength / 128 * 128; + int tmpoutpos = outpos.get(); + for (int s = inpos.get(); s < inpos.get() + inlength; s += 32 * 4) { + final int mbits1 = Util.maxbits(in, s, 32); + final int mbits2 = Util.maxbits(in, s + 32, 32); + final int mbits3 = Util.maxbits(in, s + 2 * 32, 32); + final int mbits4 = Util.maxbits(in, s + 3 * 32, 32); + out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) | (mbits3 << 8) + | (mbits4); + BitPacking.fastpackwithoutmask(in, s, out, tmpoutpos, mbits1); + tmpoutpos += mbits1; + BitPacking.fastpackwithoutmask(in, s + 32, out, tmpoutpos, mbits2); + tmpoutpos += mbits2; + BitPacking.fastpackwithoutmask(in, s + 2 * 32, out, tmpoutpos, mbits3); + tmpoutpos += mbits3; + BitPacking.fastpackwithoutmask(in, s + 3 * 32, out, tmpoutpos, mbits4); + tmpoutpos += mbits4; + } + inpos.add(inlength); + outpos.set(tmpoutpos); + } + + @Override +public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { + final int outlength = num / 128 * 128; + int tmpinpos = inpos.get(); + for (int s = outpos.get(); s < outpos.get() + outlength; s += 32 * 4) { + final int mbits1 = (in[tmpinpos] >>> 24); + final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; + final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; + final int mbits4 = (in[tmpinpos]) & 0xFF; + ++tmpinpos; + BitPacking.fastunpack(in, tmpinpos, out, s, mbits1); + tmpinpos += mbits1; + BitPacking.fastunpack(in, tmpinpos, out, s + 32, mbits2); + tmpinpos += mbits2; + BitPacking.fastunpack(in, tmpinpos, out, s + 2 * 32, mbits3); + tmpinpos += mbits3; + BitPacking.fastunpack(in, tmpinpos, out, s + 3 * 32, mbits4); + tmpinpos += mbits4; + } + outpos.add(outlength); + inpos.set(tmpinpos); + } + +} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java index 6040e95..f3d9900 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java @@ -61,7 +61,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, * @param outpos * where to write the compressed output in out * @param num - * number of integers we want to decode + * number of integers we want to decode, the actual number of integers decoded can be less */ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num); diff --git a/src/test/java/me/lemire/integercompression/ByteBasicTest.java b/src/test/java/me/lemire/integercompression/ByteBasicTest.java new file mode 100644 index 0000000..314bdfc --- /dev/null +++ b/src/test/java/me/lemire/integercompression/ByteBasicTest.java @@ -0,0 +1,86 @@ +package me.lemire.integercompression; + +import java.util.Arrays; + +import me.lemire.integercompression.differential.IntegratedVariableByte; + +import org.junit.Test; + + +/** + * Just some basic sanity tests. + * + * @author Daniel Lemire + */ +@SuppressWarnings({ "static-method" }) +public class ByteBasicTest { + ByteIntegerCODEC[] codecs = { + new VariableByte(), + new IntegratedVariableByte(), + }; + + /** + * + */ + @Test + public void varyingLengthTest() { + int N = 4096; + int[] data = new int[N]; + for (int k = 0; k < N; ++k) + data[k] = k; + for (ByteIntegerCODEC c : codecs) { + for (int L = 1; L <= 128; L++) { + byte[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug "+c.toString()+" "+k+" "+answer[k]+" "+data[k]); + } + for (int L = 128; L <= N; L *= 2) { + byte[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + + } + } + + /** + * + */ + @Test + public void varyingLengthTest2() { + int N = 128; + int[] data = new int[N]; + data[127] = -1; + for (ByteIntegerCODEC c : codecs) { + try { + // CODEC Simple9 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.Simple9"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } + for (int L = 1; L <= 128; L++) { + byte[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug at k = "+k+" "+answer[k]+" "+data[k]); + } + for (int L = 128; L <= N; L *= 2) { + byte[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + + } + } + + +} diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java new file mode 100644 index 0000000..bcb7322 --- /dev/null +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -0,0 +1,99 @@ +package me.lemire.integercompression; + +import java.util.Arrays; + +import me.lemire.integercompression.skippable.*; + +import org.junit.Test; + + +/** + * Just some basic sanity tests. + * + * @author Daniel Lemire + */ +@SuppressWarnings({ "static-method" }) +public class SkippableBasicTest { + SkippableIntegerCODEC[] codecs = { + new JustCopy(), + new VariableByte(), + new SkippableComposition(new SkippableBinaryPacking(), new VariableByte()), + // new SkippableComposition(new SkippableNewPFD(), new VariableByte()), + // new SkippableComposition(new SkippableOptPFD(), new VariableByte()), + // new SkippableComposition(new SkippableFastPFOR(), new VariableByte()), + new SkippableSimple9(), + new SkippableSimple16() }; + + /** + * + */ + @Test + public void varyingLengthTest() { + int N = 4096; + int[] data = new int[N]; + for (int k = 0; k < N; ++k) + data[k] = k; + for (SkippableIntegerCODEC c : codecs) { + for (int L = 1; L <= 128; L++) { + int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug "+c.toString()+" "+k+" "+answer[k]+" "+data[k]); + } + for (int L = 128; L <= N; L *= 2) { + int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + + } + } + + /** + * + */ + @Test + public void varyingLengthTest2() { + int N = 128; + int[] data = new int[N]; + data[127] = -1; + for (SkippableIntegerCODEC c : codecs) { + try { + // CODEC Simple9 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.skippable.SkippableSimple9"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } + try { + // CODEC Simple16 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.skippable.SkippableSimple16"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } + for (int L = 1; L <= 128; L++) { + int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug at k = "+k+" "+answer[k]+" "+data[k]+" for "+c.toString()); + } + for (int L = 128; L <= N; L *= 2) { + int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + + } + } + + +} diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index 9217097..ee296b8 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -2,6 +2,8 @@ import java.util.Arrays; +import me.lemire.integercompression.skippable.SkippableIntegerCODEC; + import org.junit.Test; import static org.junit.Assert.*; @@ -107,4 +109,20 @@ protected static int[] uncompress(ByteIntegerCODEC codec, byte[] data, int len) return Arrays.copyOf(outBuf, outPos.get()); } + protected static int[] compress(SkippableIntegerCODEC codec, int[] data) { + int[] outBuf = new int[data.length * 4]; + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + codec.compress(data, inPos, data.length, outBuf, outPos); + return Arrays.copyOf(outBuf, outPos.get()); + } + + protected static int[] uncompress(SkippableIntegerCODEC codec, int[] data, int len) { + int[] outBuf = new int[len + 1024]; + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + codec.uncompress(data, inPos, data.length, outBuf, outPos,len); + return Arrays.copyOf(outBuf, outPos.get()); + } + } From ad82035bad157633b0de4c88f81cb23c544f2a5f Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 10 Sep 2014 20:24:27 -0400 Subject: [PATCH 034/266] Now test are passing. --- .../java/me/lemire/integercompression/S9.java | 4 +- .../lemire/integercompression/Simple16.java | 179 +++++++++ .../skippable/Kamikaze.java | 2 + .../skippable/SkippableFastPFOR.java | 374 ++++++++++-------- .../skippable/SkippableNewPFD.java | 6 +- .../skippable/SkippableOptPFD.java | 8 +- .../skippable/SkippableSimple16.java | 6 +- .../lemire/integercompression/BasicTest.java | 10 + .../SkippableBasicTest.java | 6 +- .../lemire/integercompression/TestUtils.java | 1 + 10 files changed, 412 insertions(+), 184 deletions(-) create mode 100644 src/main/java/me/lemire/integercompression/Simple16.java diff --git a/src/main/java/me/lemire/integercompression/S9.java b/src/main/java/me/lemire/integercompression/S9.java index d5846c7..a14b1fb 100644 --- a/src/main/java/me/lemire/integercompression/S9.java +++ b/src/main/java/me/lemire/integercompression/S9.java @@ -8,7 +8,9 @@ /** * This is a version of Simple9 optimized for NewPFOR, OptPFOR - * + *

+ * Adapted by D. Lemire from the Apache Lucene project. + *

* @author Daniel Lemire */ public final class S9 { diff --git a/src/main/java/me/lemire/integercompression/Simple16.java b/src/main/java/me/lemire/integercompression/Simple16.java new file mode 100644 index 0000000..5b6098e --- /dev/null +++ b/src/main/java/me/lemire/integercompression/Simple16.java @@ -0,0 +1,179 @@ +package me.lemire.integercompression; + + + +/** + * This is an implementation of the popular Simple16 scheme. It is limited to + * 28-bit integers (between 0 and 2^28-1). + * + * Note that this does not use differential coding: if you are working on sorted + * lists, you must compute the deltas separately. + * + *

+ * Adapted by D. Lemire from the Apache Lucene project. + *

+ */ +public final class Simple16 implements IntegerCODEC { + + public void compress(int[] in, IntWrapper inpos, int inlength, int out[], + IntWrapper outpos) { + int i_inpos = inpos.get(); + int i_outpos = outpos.get(); + out[i_outpos++] = inlength; + final int finalin = i_inpos + inlength; + while (i_inpos < finalin) { + int inoffset = compressblock(out, i_outpos++, in, i_inpos, inlength); + if (inoffset == -1) + throw new RuntimeException("Too big a number"); + i_inpos += inoffset; + inlength -= inoffset; + } + inpos.set(i_inpos); + outpos.set(i_outpos); + } + + /** + * Compress an integer array using Simple16 + * + * @param out + * the compressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the integer input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the number of compressed integers + */ + public static final int compressblock(int[] out, int outOffset, int[] in, + int inOffset, int n) { + int numIdx, j, num, bits; + for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { + out[outOffset] = numIdx << S16_BITSSIZE; + num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; + + for (j = 0, bits = 0; (j < num) + && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { + out[outOffset] |= (in[inOffset + j] << bits); + bits += S16_BITS[numIdx][j]; + j++; + } + + if (j == num) { + return num; + } + } + + return -1; + } + + + /** + * Decompress an integer array using Simple16 + * + * @param out + * the decompressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the compressed input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the number of processed integers + */ + public static final int decompressblock(int[] out, int outOffset, int[] in, + int inOffset, int n) { + int numIdx, j = 0, bits = 0; + numIdx = in[inOffset] >>> S16_BITSSIZE; + int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; + for (j = 0, bits = 0; j < num; j++) { + out[outOffset + j] = (in[inOffset] >>> bits) + & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); + bits += S16_BITS[numIdx][j]; + } + return num; + } + + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + int i_inpos = inpos.get(); + int num = in[i_inpos++]; + int i_outpos = outpos.get(); + while (num > 0) { + final int howmany = decompressblock(out, i_outpos, in, i_inpos, num); + num -= howmany; + i_outpos += howmany; + i_inpos++; + } + inpos.set(i_inpos); + outpos.set(i_outpos); + } + + /** + * Uncompress data from an array to another array. + * + * Both inpos and outpos parameters are modified to indicate new positions + * after read/write. + * + * @param in + * array containing data in compressed form + * @param tmpinpos + * where to start reading in the array + * @param inlength + * length of the compressed data (ignored by some schemes) + * @param out + * array where to write the compressed output + * @param currentPos + * where to write the compressed output in out + * @param outlength + * number of integers we want to decode + */ + public static void uncompress(int[] in, int tmpinpos, int inlength, + int[] out, int currentPos, int outlength) { + final int finalpos = tmpinpos + inlength; + while (tmpinpos < finalpos) { + final int howmany = decompressblock(out, currentPos, in, tmpinpos, + outlength); + outlength -= howmany; + currentPos += howmany; + tmpinpos += 1; + } + + } + + private static int[][] shiftme(int[][] x) { + int[][] answer = new int[x.length][]; + for (int k = 0; k < x.length; ++k) { + answer[k] = new int[x[k].length]; + for (int z = 0; z < answer[k].length; ++z) + answer[k][z] = 1 << x[k][z]; + } + return answer; + } + + private static final int S16_NUMSIZE = 16; + private static final int S16_BITSSIZE = 28; + // the possible number of bits used to represent one integer + private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, 6, + 5, 5, 4, 3, 2, 1 }; + // the corresponding number of elements for each value of the number of bits + private static final int[][] S16_BITS = { + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1 }, + { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, + { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, + { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, + { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, + { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, + { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; + private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); + +} \ No newline at end of file diff --git a/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java b/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java index f5a344e..c1909f4 100644 --- a/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java +++ b/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java @@ -6,6 +6,8 @@ /** * IntegerCODEC wrapper for Kamikaze's PForDelta. * + * Note: this class is only included for speed benchmarks. + * It is not recommended. Use at your own risks. * * @author Matteo Catena * diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java b/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java index 34fe3ef..94d0af8 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java @@ -8,6 +8,7 @@ import java.nio.ByteBuffer; import java.util.Arrays; + import me.lemire.integercompression.*; /** @@ -43,220 +44,255 @@ * @author Daniel Lemire */ public final class SkippableFastPFOR implements SkippableIntegerCODEC { - int PageSize; - final static int BlockSize = 128; - final static int overheadofeachexcept = 8; + final static int BLOCK_SIZE = 128; + final static int OVERHEAD_OF_EACH_EXCEPT = 8; + final static int DEFAULT_PAGE_SIZE = 65536; + + int pageSize; + final int[][] dataTobePacked = new int[33][]; + final ByteBuffer byteContainer; - int[][] datatobepacked = new int[32][]; - ByteBuffer bytecontainer; + // Working area for compress and uncompress. + int[] dataPointers; + int[] freqs; + byte[] bestbbestcexceptmaxb; /** - * Constructor for FastPFOR + * Construct the FastPFOR CODEC. * * @param pagesize - * size of the page in number of integers + * the desired page size (for expert use) */ public SkippableFastPFOR(int pagesize) { - PageSize = pagesize; - initArrays(); + pageSize = pagesize; + // Initiate arrrays. + byteContainer = ByteBuffer.allocateDirect(3 * pageSize + / BLOCK_SIZE + pageSize); + for (int k = 1; k < dataTobePacked.length; ++k) + dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic } /** - * - */ + * Construct the fastPFOR CODEC with default parameters. + */ public SkippableFastPFOR() { - PageSize = 65536; - initArrays(); - } - - private void initArrays() { - bytecontainer = ByteBuffer.allocateDirect(3 * PageSize / BlockSize - + PageSize); - for (int k = 1; k < 32; ++k) - datatobepacked[k] = new int[PageSize / 32 * 4];// heuristic + this(DEFAULT_PAGE_SIZE); } + /** + * Compress data in blocks of 128 integers (if fewer than 128 integers + * are provided, nothing is done). + * + * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) + */ @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / 128 * 128; + inlength = Util.floorBy(inlength, 128); + if (inlength == 0) + return; - final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = finalinpos > PageSize + inpos.get() ? PageSize - : (finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } + // Allocate memory for working area. + dataPointers = new int[33]; + freqs = new int[33]; + bestbbestcexceptmaxb = new byte[3]; + + final int finalinpos = inpos.get() + inlength; + while (inpos.get() != finalinpos) { + int thissize = Math.min(pageSize, + finalinpos - inpos.get()); + encodePage(in, inpos, thissize, out, outpos); + } + + dataPointers = null; + freqs = null; + bestbbestcexceptmaxb = null; } - private static void getBestBFromData(int[] in, int pos, - byte[] bestbbestcexceptmaxb) { - int freqs[] = new int[32]; - for (int k = pos; k < BlockSize + pos; ++k) - freqs[Util.bits(in[k])]++; - bestbbestcexceptmaxb[0] = 31; - while (freqs[bestbbestcexceptmaxb[0]] == 0) - bestbbestcexceptmaxb[0]--; - bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; - int bestcost = bestbbestcexceptmaxb[0] * BlockSize; - byte cexcept = 0; - bestbbestcexceptmaxb[1] = cexcept; - for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { - cexcept += freqs[b + 1]; - if (cexcept < 0) - break; - int thiscost = cexcept * overheadofeachexcept + cexcept - * (bestbbestcexceptmaxb[2] - b) + b * BlockSize + 8;// the - // extra - // 8 is - // the - // cost - // of - // storing - // maxbits - if (thiscost < bestcost) { - bestcost = thiscost; - bestbbestcexceptmaxb[0] = (byte) b; - bestbbestcexceptmaxb[1] = cexcept; + private void getBestBFromData(int[] in, int pos) { + Arrays.fill(freqs, 0); + for (int k = pos, k_end = pos + BLOCK_SIZE; k < k_end; ++k) { + freqs[Util.bits(in[k])]++; + } + bestbbestcexceptmaxb[0] = 32; + while (freqs[bestbbestcexceptmaxb[0]] == 0) + bestbbestcexceptmaxb[0]--; + bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; + int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; + byte cexcept = 0; + bestbbestcexceptmaxb[1] = cexcept; + for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { + cexcept += freqs[b + 1]; + if (cexcept < 0) + break; + // the extra 8 is the cost of storing maxbits + int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT + + cexcept * (bestbbestcexceptmaxb[2] - b) + b + * BLOCK_SIZE + 8; + if (thiscost < bestcost) { + bestcost = thiscost; + bestbbestcexceptmaxb[0] = (byte) b; + bestbbestcexceptmaxb[1] = cexcept; + } } - } } private void encodePage(int[] in, IntWrapper inpos, int thissize, int[] out, IntWrapper outpos) { - final int headerpos = outpos.get(); - outpos.increment(); - int tmpoutpos = outpos.get(); - int[] datapointers = new int[32]; - bytecontainer.clear(); - final byte[] bestbbestcexceptmaxb = new byte[3]; - int tmpinpos = inpos.get(); - for (final int finalinpos = tmpinpos + thissize; tmpinpos + BlockSize <= finalinpos; tmpinpos += BlockSize) { - getBestBFromData(in, tmpinpos, bestbbestcexceptmaxb); - final int tmpbestb = bestbbestcexceptmaxb[0]; - bytecontainer.put(bestbbestcexceptmaxb[0]); - bytecontainer.put(bestbbestcexceptmaxb[1]); - if (bestbbestcexceptmaxb[1] > 0) { - bytecontainer.put(bestbbestcexceptmaxb[2]); - final int index = bestbbestcexceptmaxb[2] - - bestbbestcexceptmaxb[0]; - if (datapointers[index] + bestbbestcexceptmaxb[1] >= datatobepacked[index].length) { - int newsize = 2 * (datapointers[index] + bestbbestcexceptmaxb[1]); - newsize = (newsize + 31) / 32 * 32;// make sure it is a - // multiple of - // 32 - datatobepacked[index] = Arrays.copyOf( - datatobepacked[index], newsize); - } - final int maxval = 1 << bestbbestcexceptmaxb[0]; - for (int k = 0; k < BlockSize; ++k) { - if (in[k + tmpinpos] >= maxval) { - // we have an exception - bytecontainer.put((byte) k); - datatobepacked[index][datapointers[index]++] = in[k - + tmpinpos] >>> tmpbestb; + final int headerpos = outpos.get(); + outpos.increment(); + int tmpoutpos = outpos.get(); + + // Clear working area. + Arrays.fill(dataPointers, 0); + // Arrays.fill(bestbbestcexceptmaxb, (byte)0);//DL:unncessary + byteContainer.clear(); + + int tmpinpos = inpos.get(); + for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { + getBestBFromData(in, tmpinpos); + final int tmpbestb = bestbbestcexceptmaxb[0]; + byteContainer.put(bestbbestcexceptmaxb[0]); + byteContainer.put(bestbbestcexceptmaxb[1]); + if (bestbbestcexceptmaxb[1] > 0) { + byteContainer.put(bestbbestcexceptmaxb[2]); + final int index = bestbbestcexceptmaxb[2] + - bestbbestcexceptmaxb[0]; + if (dataPointers[index] + + bestbbestcexceptmaxb[1] >= dataTobePacked[index].length) { + int newsize = 2 * (dataPointers[index] + bestbbestcexceptmaxb[1]); + // make sure it is a multiple of 32 + newsize = Util + .floorBy(newsize + 31, 32); + dataTobePacked[index] = Arrays.copyOf( + dataTobePacked[index], newsize); + } + for (int k = 0; k < BLOCK_SIZE; ++k) { + if ((in[k + tmpinpos] >>> bestbbestcexceptmaxb[0]) != 0) { + // we have an exception + byteContainer.put((byte) k); + dataTobePacked[index][dataPointers[index]++] = in[k + + tmpinpos] >>> tmpbestb; + } + } + + } + for (int k = 0; k < 128; k += 32) { + BitPacking.fastpack(in, tmpinpos + k, out, + tmpoutpos, tmpbestb); + tmpoutpos += tmpbestb; } - } } - for (int k = 0; k < 128; k += 32) { - BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, tmpbestb); - tmpoutpos += tmpbestb; + inpos.set(tmpinpos); + out[headerpos] = tmpoutpos - headerpos; + final int bytesize = byteContainer.position(); + while ((byteContainer.position() & 3) != 0) + byteContainer.put((byte) 0); + out[tmpoutpos++] = bytesize; + final int howmanyints = byteContainer.position() / 4; + byteContainer.flip(); + byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); + tmpoutpos += howmanyints; + int bitmap = 0; + for (int k = 1; k <= 32; ++k) { + if (dataPointers[k] != 0) + bitmap |= (1 << (k - 1)); } - } - inpos.set(tmpinpos); - out[headerpos] = tmpoutpos - headerpos; - while ((bytecontainer.position() & 3) != 0) - bytecontainer.put((byte) 0); - final int bytesize = bytecontainer.position(); - out[tmpoutpos++] = bytesize; - final int howmanyints = bytesize / 4; - bytecontainer.flip(); - bytecontainer.asIntBuffer().get(out, tmpoutpos, howmanyints); - tmpoutpos += howmanyints; - int bitmap = 0; - for (int k = 1; k <= 31; ++k) { - if (datapointers[k] != 0) - bitmap |= (1 << (k - 1)); - } - out[tmpoutpos++] = bitmap; - for (int k = 1; k <= 31; ++k) { - - if (datapointers[k] != 0) { - out[tmpoutpos++] = datapointers[k];// size - for (int j = 0; j < datapointers[k]; j += 32) { - BitPacking - .fastpack(datatobepacked[k], j, out, tmpoutpos, k); - tmpoutpos += k; - } + out[tmpoutpos++] = bitmap; + for (int k = 1; k <= 32; ++k) { + if (dataPointers[k] != 0) { + out[tmpoutpos++] = dataPointers[k];// size + for (int j = 0; j < dataPointers[k]; j += 32) { + BitPacking.fastpack(dataTobePacked[k], + j, out, tmpoutpos, k); + tmpoutpos += k; + } + } } - } - outpos.set(tmpoutpos); + outpos.set(tmpoutpos); } + /** + * Uncompress data in blocks of 128 integers. In this particular case, + * the inlength parameter is ignored: it is deduced from the compressed + * data. + * + * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) + */ @Override public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { - int mynvalue = num / BlockSize * BlockSize; - int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = finalout > PageSize + outpos.get() ? PageSize - : (finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } + if (inlength == 0) + return; + + int mynvalue = num / BLOCK_SIZE * BLOCK_SIZE; + + dataPointers = new int[33]; + + int finalout = outpos.get() + mynvalue; + while (outpos.get() != finalout) { + int thissize = Math.min(pageSize, + finalout - outpos.get()); + decodePage(in, inpos, out, outpos, thissize); + } + + dataPointers = null; } private void decodePage(int[] in, IntWrapper inpos, int[] out, IntWrapper outpos, int thissize) { - final int initpos = inpos.get(); - final int wheremeta = in[inpos.get()]; - inpos.increment(); - int inexcept = initpos + wheremeta; - final int bytesize = in[inexcept++]; - bytecontainer.clear(); - bytecontainer.asIntBuffer().put(in, inexcept, bytesize / 4); - inexcept += bytesize / 4; + final int initpos = inpos.get(); + final int wheremeta = in[inpos.get()]; + inpos.increment(); + int inexcept = initpos + wheremeta; + final int bytesize = in[inexcept++]; + byteContainer.clear(); + byteContainer.asIntBuffer().put(in, inexcept, (bytesize + 3) / 4); + inexcept += (bytesize + 3)/ 4; - final int bitmap = in[inexcept++]; - for (int k = 1; k <= 31; ++k) { - if ((bitmap & (1 << (k - 1))) != 0) { - int size = in[inexcept++]; - if (datatobepacked[k].length < size) - datatobepacked[k] = new int[(size + 31) / 32 * 32]; - for (int j = 0; j < size; j += 32) { - BitPacking - .fastunpack(in, inexcept, datatobepacked[k], j, k); - inexcept += k; - } + final int bitmap = in[inexcept++]; + for (int k = 1; k <= 32; ++k) { + if ((bitmap & (1 << (k - 1))) != 0) { + int size = in[inexcept++]; + if (dataTobePacked[k].length < size) + dataTobePacked[k] = new int[Util + .floorBy(size + 31, 32)]; + for (int j = 0; j < size; j += 32) { + BitPacking.fastunpack(in, inexcept, + dataTobePacked[k], j, k); + inexcept += k; + } + } } - } - int[] datapointers = new int[32]; - int tmpoutpos = outpos.get(); - int tmpinpos = inpos.get(); + Arrays.fill(dataPointers, 0); + int tmpoutpos = outpos.get(); + int tmpinpos = inpos.get(); - for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { - final byte b = bytecontainer.get(); - final byte cexcept = bytecontainer.get(); - for (int k = 0; k < 128; k += 32) { - BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, b); - tmpinpos += b; - } - if (cexcept > 0) { - final byte maxbits = bytecontainer.get(); - final int index = maxbits - b; - for (int k = 0; k < cexcept; ++k) { - final byte pos = bytecontainer.get(); - final int exceptvalue = datatobepacked[index][datapointers[index]++]; - out[pos + tmpoutpos] |= exceptvalue << b; - } + for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { + final byte b = byteContainer.get(); + final byte cexcept = byteContainer.get(); + for (int k = 0; k < 128; k += 32) { + BitPacking.fastunpack(in, tmpinpos, out, + tmpoutpos + k, b); + tmpinpos += b; + } + if (cexcept > 0) { + final byte maxbits = byteContainer.get(); + final int index = maxbits - b; + for (int k = 0; k < cexcept; ++k) { + final byte pos = byteContainer.get(); + final int exceptvalue = dataTobePacked[index][dataPointers[index]++]; + out[pos + tmpoutpos] |= exceptvalue << b; + } + } } - } - outpos.set(tmpoutpos); - inpos.set(inexcept); + outpos.set(tmpoutpos); + inpos.set(inexcept); } @Override public String toString() { - return this.getClass().getName(); + return this.getClass().getSimpleName(); } } diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java b/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java index 33a733f..bb8db7c 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java @@ -81,9 +81,8 @@ private static void getBestBFromData(int[] in, int pos, IntWrapper bestb, int exceptcounter = 0; for (int i = mini; i < bits.length - 1; ++i) { int tmpcounter = 0; - final int maxv = 1 << bits[i]; for (int k = pos; k < BlockSize + pos; ++k) - if (in[k] >= maxv) + if ((in[k] >>> bits[i]) != 0) ++tmpcounter; if (tmpcounter * 10 <= BlockSize) { besti = i; @@ -109,9 +108,8 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, int remember = tmpoutpos; tmpoutpos++; if (nbrexcept > 0) { - final int maxv = 1 << bits[tmpbestb]; for (int i = 0, c = 0; i < BlockSize; ++i) { - if (in[tmpinpos + i] >= maxv) { + if ((in[tmpinpos + i] >>> bits[tmpbestb]) != 0) { exceptbuffer[c + nbrexcept] = i; exceptbuffer[c] = in[tmpinpos + i] >>> bits[tmpbestb]; ++c; diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java b/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java index d851c82..d3e3e37 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java @@ -84,15 +84,14 @@ void getBestBFromData(int[] in, int pos, IntWrapper bestb, int exceptcounter = 0; for (int i = mini; i < bits.length - 1; ++i) { int tmpcounter = 0; - final int maxv = 1 << bits[i]; for (int k = pos; k < BlockSize + pos; ++k) - if (in[k] >= maxv) { + if ((in[k] >>> bits[i]) != 0) { ++tmpcounter; } if (tmpcounter == BlockSize) continue; // no need for (int k = pos, c = 0; k < pos + BlockSize; ++k) - if (in[k] >= maxv) { + if ((in[k] >>> bits[i]) != 0) { exceptbuffer[tmpcounter + c] = k - pos; exceptbuffer[c] = in[k] >>> bits[i]; ++c; @@ -125,10 +124,9 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, int remember = tmpoutpos; tmpoutpos++; if (nbrexcept > 0) { - final int maxv = 1 << bits[tmpbestb]; int c = 0; for (int i = 0; i < BlockSize; ++i) { - if (in[tmpinpos + i] >= maxv) { + if ((in[tmpinpos + i] >>> bits[tmpbestb]) != 0) { exceptbuffer[c + nbrexcept] = i; exceptbuffer[c] = in[tmpinpos + i] >>> bits[tmpbestb]; ++c; diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java index f8adbc0..4ebccd1 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java @@ -3,13 +3,15 @@ import me.lemire.integercompression.*; /** - * This is an implementation of the popular Simple9 scheme. It is limited to + * This is an implementation of the popular Simple16 scheme. It is limited to * 28-bit integers (between 0 and 2^28-1). * * Note that this does not use differential coding: if you are working on sorted * lists, you must compute the deltas separately. * - * @author Daniel Lemire + *

+ * Adapted by D. Lemire from the Apache Lucene project. + *

* */ public final class SkippableSimple16 implements SkippableIntegerCODEC { diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 91d36e8..383f407 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -38,6 +38,7 @@ public class BasicTest { new IntegratedVariableByte()), new Composition(new FastPFOR(), new VariableByte()), new Simple9(), + new Simple16(), new Composition(new XorBinaryPacking(), new VariableByte()), new Composition(new DeltaZigzagBinaryPacking(), new DeltaZigzagVariableByte()) }; @@ -87,6 +88,15 @@ public void varyingLengthTest2() { } catch (ClassNotFoundException e) { e.printStackTrace(); } + try { + // CODEC Simple16 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.Simple16"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } + for (int L = 1; L <= 128; L++) { int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); int[] answer = TestUtils.uncompress(c, comp, L); diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index bcb7322..550853a 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -18,9 +18,9 @@ public class SkippableBasicTest { new JustCopy(), new VariableByte(), new SkippableComposition(new SkippableBinaryPacking(), new VariableByte()), - // new SkippableComposition(new SkippableNewPFD(), new VariableByte()), - // new SkippableComposition(new SkippableOptPFD(), new VariableByte()), - // new SkippableComposition(new SkippableFastPFOR(), new VariableByte()), + new SkippableComposition(new SkippableNewPFD(), new VariableByte()), + new SkippableComposition(new SkippableOptPFD(), new VariableByte()), + new SkippableComposition(new SkippableFastPFOR(), new VariableByte()), new SkippableSimple9(), new SkippableSimple16() }; diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index ee296b8..60271ec 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -122,6 +122,7 @@ protected static int[] uncompress(SkippableIntegerCODEC codec, int[] data, int l IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); codec.uncompress(data, inPos, data.length, outBuf, outPos,len); + if(outPos.get() < len) throw new RuntimeException("Insufficient output."); return Arrays.copyOf(outBuf, outPos.get()); } From 5dbd0b494be1f38bad49d3a8382a5d8c2139843a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 11 Sep 2014 11:54:14 -0400 Subject: [PATCH 035/266] Merging classes. --- .../integercompression/BinaryPacking.java | 28 ++++-- .../lemire/integercompression/JustCopy.java | 14 ++- .../integercompression/VariableByte.java | 9 +- .../skippable/Kamikaze.java | 4 +- .../skippable/SkippableBinaryPacking.java | 91 ------------------- .../skippable/SkippableComposition.java | 12 +-- .../skippable/SkippableFastPFOR.java | 4 +- .../skippable/SkippableIntegerCODEC.java | 4 +- .../skippable/SkippableNewPFD.java | 4 +- .../skippable/SkippableOptPFD.java | 4 +- .../skippable/SkippableSimple16.java | 4 +- .../skippable/SkippableSimple9.java | 4 +- .../SkippableBasicTest.java | 2 +- .../lemire/integercompression/TestUtils.java | 4 +- 14 files changed, 60 insertions(+), 128 deletions(-) delete mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableBinaryPacking.java diff --git a/src/main/java/me/lemire/integercompression/BinaryPacking.java b/src/main/java/me/lemire/integercompression/BinaryPacking.java index f2c66c6..820ecac 100644 --- a/src/main/java/me/lemire/integercompression/BinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/BinaryPacking.java @@ -6,6 +6,8 @@ */ package me.lemire.integercompression; +import me.lemire.integercompression.skippable.SkippableIntegerCODEC; + /** * Scheme based on a commonly used idea: can be extremely fast. * It encodes integers in blocks of 128 integers. For arrays containing @@ -35,17 +37,23 @@ * * @author Daniel Lemire */ -public final class BinaryPacking implements IntegerCODEC { +public final class BinaryPacking implements IntegerCODEC, SkippableIntegerCODEC { @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / 128 * 128; - if (inlength == 0) - return; + inlength = inlength / 128 * 128; + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } - out[outpos.get()] = inlength; - outpos.increment(); + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + inlength = inlength / 128 * 128; int tmpoutpos = outpos.get(); for (int s = inpos.get(); s < inpos.get() + inlength; s += 32 * 4) { final int mbits1 = Util.maxbits(in, s, 32); @@ -78,6 +86,13 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, return; final int outlength = in[inpos.get()]; inpos.increment(); + headlessUncompress(in,inpos, inlength,out,outpos,outlength); + } + + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int num) { + final int outlength = num / 128 * 128; int tmpinpos = inpos.get(); for (int s = outpos.get(); s < outpos.get() + outlength; s += 32 * 4) { final int mbits1 = (in[tmpinpos] >>> 24); @@ -100,7 +115,6 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, outpos.add(outlength); inpos.set(tmpinpos); } - @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/integercompression/JustCopy.java b/src/main/java/me/lemire/integercompression/JustCopy.java index 9a535d4..720d71d 100644 --- a/src/main/java/me/lemire/integercompression/JustCopy.java +++ b/src/main/java/me/lemire/integercompression/JustCopy.java @@ -16,7 +16,7 @@ public final class JustCopy implements IntegerCODEC, SkippableIntegerCODEC { @Override - public void compress(int[] in, IntWrapper inpos, int inlength, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { System.arraycopy(in, inpos.get(), out, outpos.get(), inlength); inpos.add(inlength); @@ -26,9 +26,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, @Override public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - System.arraycopy(in, inpos.get(), out, outpos.get(), inlength); - inpos.add(inlength); - outpos.add(inlength); + headlessUncompress(in,inpos,inlength,out,outpos,inlength); } @Override @@ -37,7 +35,7 @@ public String toString() { } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { System.arraycopy(in, inpos.get(), out, outpos.get(), num); inpos.add(num); @@ -45,4 +43,10 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + headlessCompress(in,inpos,inlength,out,outpos); + } + } diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index e95ee0f..69148bd 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -30,10 +30,15 @@ private static byte extract7bits(int i, long val) { private static byte extract7bitsmaskless(int i, long val) { return (byte) ((val >> (7 * i))); } - @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { if (inlength == 0) return; ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); @@ -176,7 +181,7 @@ public String toString() { } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { int s = 0; int val = 0; diff --git a/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java b/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java index c1909f4..d43d76b 100644 --- a/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java +++ b/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java @@ -17,7 +17,7 @@ public class Kamikaze implements SkippableIntegerCODEC { private int BLOCK_SIZE = 128; @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; @@ -30,7 +30,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { num = num / BLOCK_SIZE * BLOCK_SIZE; diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableBinaryPacking.java b/src/main/java/me/lemire/integercompression/skippable/SkippableBinaryPacking.java deleted file mode 100644 index 3d8ae13..0000000 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableBinaryPacking.java +++ /dev/null @@ -1,91 +0,0 @@ -/** - * This is code is released under the - * Apache License Version 2.0 http://www.apache.org/licenses/. - * - * (c) Daniel Lemire, http://lemire.me/en/ - */ -package me.lemire.integercompression.skippable; - -import me.lemire.integercompression.*; - - - -/** - * Scheme based on a commonly used idea: can be extremely fast. - * It encodes integers in blocks of 128 integers. For arrays containing - * an arbitrary number of integers, you should use it in conjunction - * with another CODEC: - * - * 
IntegerCODEC ic = 
- *  new Composition(new BinaryPacking(), new VariableByte()).
- * - * Note that this does not use differential coding: if you are working on sorted - * lists, use IntegratedBinaryPacking instead. - * - *

- * For details, please see - *

- *

- * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second - * through vectorization Software: Practice & Experience - * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract - * http://arxiv.org/abs/1209.2137 - *

- *

- * Daniel Lemire, Leonid Boytsov, Nathan Kurz, - * SIMD Compression and the Intersection of Sorted Integers - * http://arxiv.org/abs/1401.6399 - *

- * - * @author Daniel Lemire - */ -public final class SkippableBinaryPacking implements SkippableIntegerCODEC { - - @Override -public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / 128 * 128; - int tmpoutpos = outpos.get(); - for (int s = inpos.get(); s < inpos.get() + inlength; s += 32 * 4) { - final int mbits1 = Util.maxbits(in, s, 32); - final int mbits2 = Util.maxbits(in, s + 32, 32); - final int mbits3 = Util.maxbits(in, s + 2 * 32, 32); - final int mbits4 = Util.maxbits(in, s + 3 * 32, 32); - out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) | (mbits3 << 8) - | (mbits4); - BitPacking.fastpackwithoutmask(in, s, out, tmpoutpos, mbits1); - tmpoutpos += mbits1; - BitPacking.fastpackwithoutmask(in, s + 32, out, tmpoutpos, mbits2); - tmpoutpos += mbits2; - BitPacking.fastpackwithoutmask(in, s + 2 * 32, out, tmpoutpos, mbits3); - tmpoutpos += mbits3; - BitPacking.fastpackwithoutmask(in, s + 3 * 32, out, tmpoutpos, mbits4); - tmpoutpos += mbits4; - } - inpos.add(inlength); - outpos.set(tmpoutpos); - } - - @Override -public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { - final int outlength = num / 128 * 128; - int tmpinpos = inpos.get(); - for (int s = outpos.get(); s < outpos.get() + outlength; s += 32 * 4) { - final int mbits1 = (in[tmpinpos] >>> 24); - final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; - final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; - final int mbits4 = (in[tmpinpos]) & 0xFF; - ++tmpinpos; - BitPacking.fastunpack(in, tmpinpos, out, s, mbits1); - tmpinpos += mbits1; - BitPacking.fastunpack(in, tmpinpos, out, s + 32, mbits2); - tmpinpos += mbits2; - BitPacking.fastunpack(in, tmpinpos, out, s + 2 * 32, mbits3); - tmpinpos += mbits3; - BitPacking.fastunpack(in, tmpinpos, out, s + 3 * 32, mbits4); - tmpinpos += mbits4; - } - outpos.add(outlength); - inpos.set(tmpinpos); - } - -} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java b/src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java index b3ba09f..45d0ee1 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java @@ -36,22 +36,22 @@ public SkippableComposition(SkippableIntegerCODEC f1, } @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { int init = inpos.get(); - F1.compress(in, inpos, inlength, out, outpos); + F1.headlessCompress(in, inpos, inlength, out, outpos); inlength -= inpos.get() - init; - F2.compress(in, inpos, inlength, out, outpos); + F2.headlessCompress(in, inpos, inlength, out, outpos); } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { int init = inpos.get(); - F1.uncompress(in, inpos, inlength, out, outpos, num); + F1.headlessUncompress(in, inpos, inlength, out, outpos, num); inlength -= inpos.get() - init; num -= outpos.get(); - F2.uncompress(in, inpos, inlength, out, outpos, num); + F2.headlessUncompress(in, inpos, inlength, out, outpos, num); } @Override diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java b/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java index 94d0af8..419aba9 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java @@ -86,7 +86,7 @@ public SkippableFastPFOR() { * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) */ @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { inlength = Util.floorBy(inlength, 128); if (inlength == 0) @@ -220,7 +220,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) */ @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { if (inlength == 0) return; diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java index f3d9900..50594c3 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java @@ -41,7 +41,7 @@ public interface SkippableIntegerCODEC { * @param outpos * where to write in the output array */ - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos); /** @@ -63,7 +63,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, * @param num * number of integers we want to decode, the actual number of integers decoded can be less */ - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num); } diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java b/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java index bb8db7c..b3a7af8 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java @@ -52,7 +52,7 @@ public SkippableNewPFD() { } @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { inlength = inlength / BlockSize * BlockSize; @@ -131,7 +131,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { int mynvalue = num / BlockSize * BlockSize; int finalout = outpos.get() + mynvalue; diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java b/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java index d3e3e37..1807345 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java @@ -51,7 +51,7 @@ public SkippableOptPFD() { } @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { // Util.assertTrue(inpos.get()+inlength <= in.length); inlength = inlength / BlockSize * BlockSize; @@ -148,7 +148,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { // Util.assertTrue(inpos.get()+inlength <= in.length); int mynvalue = num / BlockSize * BlockSize; diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java index 4ebccd1..932ce49 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java @@ -16,7 +16,7 @@ */ public final class SkippableSimple16 implements SkippableIntegerCODEC { - public void compress(int[] in, IntWrapper inpos, int inlength, int out[], + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { int i_inpos = inpos.get(); int i_outpos = outpos.get(); @@ -130,7 +130,7 @@ public static final int decompressblock(int[] out, int outOffset, int[] in, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { int i_inpos = inpos.get(); int i_outpos = outpos.get(); diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java index bca2b55..cdf061f 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java +++ b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java @@ -22,7 +22,7 @@ public final class SkippableSimple9 implements SkippableIntegerCODEC { @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int out[], + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { int tmpoutpos = outpos.get(); int currentPos = inpos.get(); @@ -84,7 +84,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, int out[], } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { int currentPos = outpos.get(); int tmpinpos = inpos.get(); diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index 550853a..ee2162d 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -17,7 +17,7 @@ public class SkippableBasicTest { SkippableIntegerCODEC[] codecs = { new JustCopy(), new VariableByte(), - new SkippableComposition(new SkippableBinaryPacking(), new VariableByte()), + new SkippableComposition(new BinaryPacking(), new VariableByte()), new SkippableComposition(new SkippableNewPFD(), new VariableByte()), new SkippableComposition(new SkippableOptPFD(), new VariableByte()), new SkippableComposition(new SkippableFastPFOR(), new VariableByte()), diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index 60271ec..6403fa6 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -113,7 +113,7 @@ protected static int[] compress(SkippableIntegerCODEC codec, int[] data) { int[] outBuf = new int[data.length * 4]; IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); - codec.compress(data, inPos, data.length, outBuf, outPos); + codec.headlessCompress(data, inPos, data.length, outBuf, outPos); return Arrays.copyOf(outBuf, outPos.get()); } @@ -121,7 +121,7 @@ protected static int[] uncompress(SkippableIntegerCODEC codec, int[] data, int l int[] outBuf = new int[len + 1024]; IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); - codec.uncompress(data, inPos, data.length, outBuf, outPos,len); + codec.headlessUncompress(data, inPos, data.length, outBuf, outPos,len); if(outPos.get() < len) throw new RuntimeException("Insufficient output."); return Arrays.copyOf(outBuf, outPos.get()); } From 07fc7db667826c5fb118ad5708433955104e9a5c Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 16 Sep 2014 22:12:58 -0400 Subject: [PATCH 036/266] Merging codecs so that most of them are skippable --- .../integercompression/BinaryPacking.java | 1 - .../lemire/integercompression/FastPFOR.java | 39 ++- .../lemire/integercompression/JustCopy.java | 1 - .../{skippable => }/Kamikaze.java | 33 +- .../me/lemire/integercompression/NewPFD.java | 55 ++-- .../lemire/integercompression/NewPFDS16.java | 55 ++-- .../lemire/integercompression/NewPFDS9.java | 55 ++-- .../me/lemire/integercompression/OptPFD.java | 59 ++-- .../lemire/integercompression/OptPFDS16.java | 57 ++-- .../lemire/integercompression/OptPFDS9.java | 58 ++-- .../lemire/integercompression/Simple16.java | 36 ++- .../me/lemire/integercompression/Simple9.java | 31 +- .../{skippable => }/SkippableComposition.java | 5 +- .../SkippableIntegerCODEC.java | 3 +- .../integercompression/VariableByte.java | 2 - .../skippable/SkippableFastPFOR.java | 298 ------------------ .../skippable/SkippableNewPFD.java | 176 ----------- .../skippable/SkippableOptPFD.java | 196 ------------ .../skippable/SkippableSimple16.java | 209 ------------ .../skippable/SkippableSimple9.java | 291 ----------------- .../lemire/integercompression/BasicTest.java | 3 + .../SkippableBasicTest.java | 39 ++- .../lemire/integercompression/TestUtils.java | 6 +- 23 files changed, 359 insertions(+), 1349 deletions(-) rename src/main/java/me/lemire/integercompression/{skippable => }/Kamikaze.java (54%) rename src/main/java/me/lemire/integercompression/{skippable => }/SkippableComposition.java (91%) rename src/main/java/me/lemire/integercompression/{skippable => }/SkippableIntegerCODEC.java (96%) delete mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java delete mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java delete mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java delete mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java delete mode 100644 src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java diff --git a/src/main/java/me/lemire/integercompression/BinaryPacking.java b/src/main/java/me/lemire/integercompression/BinaryPacking.java index 820ecac..6377c25 100644 --- a/src/main/java/me/lemire/integercompression/BinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/BinaryPacking.java @@ -6,7 +6,6 @@ */ package me.lemire.integercompression; -import me.lemire.integercompression.skippable.SkippableIntegerCODEC; /** * Scheme based on a commonly used idea: can be extremely fast. diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 2245411..0c4ddd2 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -37,7 +37,7 @@ * * @author Daniel Lemire */ -public final class FastPFOR implements IntegerCODEC { +public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { final static int BLOCK_SIZE = 128; final static int OVERHEAD_OF_EACH_EXCEPT = 8; final static int DEFAULT_PAGE_SIZE = 65536; @@ -80,14 +80,12 @@ public FastPFOR() { * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) */ @Override - public void compress(int[] in, IntWrapper inpos, int inlength, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.floorBy(inlength, 128); + inlength = Util.floorBy(inlength, BLOCK_SIZE); if (inlength == 0) return; - out[outpos.get()] = inlength; - outpos.increment(); // Allocate memory for working area. dataPointers = new int[33]; @@ -174,7 +172,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } } - for (int k = 0; k < 128; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, tmpbestb); tmpoutpos += tmpbestb; @@ -217,13 +215,11 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) */ @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - - int mynvalue = in[inpos.get()]; - inpos.increment(); + mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); dataPointers = new int[33]; @@ -269,7 +265,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { final byte b = byteContainer.get(); final byte cexcept = byteContainer.get(); - for (int k = 0; k < 128; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, b); tmpinpos += b; @@ -288,7 +284,26 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, outpos.set(tmpoutpos); inpos.set(inexcept); } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = Util.floorBy(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/integercompression/JustCopy.java b/src/main/java/me/lemire/integercompression/JustCopy.java index 720d71d..709b86a 100644 --- a/src/main/java/me/lemire/integercompression/JustCopy.java +++ b/src/main/java/me/lemire/integercompression/JustCopy.java @@ -7,7 +7,6 @@ package me.lemire.integercompression; -import me.lemire.integercompression.skippable.SkippableIntegerCODEC; /** * @author Daniel Lemire diff --git a/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java b/src/main/java/me/lemire/integercompression/Kamikaze.java similarity index 54% rename from src/main/java/me/lemire/integercompression/skippable/Kamikaze.java rename to src/main/java/me/lemire/integercompression/Kamikaze.java index d43d76b..9f422d8 100644 --- a/src/main/java/me/lemire/integercompression/skippable/Kamikaze.java +++ b/src/main/java/me/lemire/integercompression/Kamikaze.java @@ -1,6 +1,5 @@ -package me.lemire.integercompression.skippable; +package me.lemire.integercompression; -import me.lemire.integercompression.IntWrapper; import com.kamikaze.pfordelta.PForDelta; /** @@ -12,15 +11,14 @@ * @author Matteo Catena * */ -public class Kamikaze implements SkippableIntegerCODEC { +public class Kamikaze implements SkippableIntegerCODEC, IntegerCODEC { private int BLOCK_SIZE = 128; @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - - inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; + inlength = Util.floorBy(inlength, BLOCK_SIZE); if (inlength > 0) { int[] out2 = PForDelta.compressOneBlockOpt(in, inlength); inpos.add(inlength); @@ -32,8 +30,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out @Override public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { - - num = num / BLOCK_SIZE * BLOCK_SIZE; + num = Util.floorBy(num, BLOCK_SIZE); if (num > 0) { int d = PForDelta.decompressOneBlock(out, in, num); inpos.add(d / 32); @@ -45,4 +42,26 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o public String toString() { return "Kamikaze's PForDelta"; } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = Util.floorBy(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + + } } \ No newline at end of file diff --git a/src/main/java/me/lemire/integercompression/NewPFD.java b/src/main/java/me/lemire/integercompression/NewPFD.java index 9530c05..0ea6cc3 100644 --- a/src/main/java/me/lemire/integercompression/NewPFD.java +++ b/src/main/java/me/lemire/integercompression/NewPFD.java @@ -7,6 +7,7 @@ package me.lemire.integercompression; + /** * NewPFD/NewPFOR: fast patching scheme by Yan et al. *

@@ -33,11 +34,11 @@ * * @author Daniel Lemire */ -public final class NewPFD implements IntegerCODEC { +public final class NewPFD implements IntegerCODEC,SkippableIntegerCODEC { final int PageSize; - final static int BlockSize = 128; + final static int BLOCK_SIZE = 128; - int[] exceptbuffer = new int[2 * BlockSize]; + int[] exceptbuffer = new int[2 * BLOCK_SIZE]; /** * Constructor for the NewPFD CODEC. @@ -47,14 +48,12 @@ public NewPFD() { } @Override - public void compress(int[] in, IntWrapper inpos, int inlength, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BlockSize * BlockSize; + inlength = Util.floorBy(inlength, BLOCK_SIZE); if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - out[outpos.get()] = inlength; - outpos.increment(); while (inpos.get() != finalinpos) { int thissize = finalinpos > PageSize + inpos.get() ? PageSize : (finalinpos - inpos.get()); @@ -71,7 +70,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, protected static void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { - final int mb = Util.maxbits(in, pos, BlockSize); + final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; if (mini + 28 < bits[invbits[mb]]) mini = bits[invbits[mb]] - 28; // 28 is the max for @@ -80,10 +79,10 @@ protected static void getBestBFromData(int[] in, int pos, int exceptcounter = 0; for (int i = mini; i < bits.length - 1; ++i) { int tmpcounter = 0; - for (int k = pos; k < BlockSize + pos; ++k) + for (int k = pos; k < BLOCK_SIZE + pos; ++k) if ((in[k] >>> bits[i]) != 0) ++tmpcounter; - if (tmpcounter * 10 <= BlockSize) { + if (tmpcounter * 10 <= BLOCK_SIZE) { besti = i; exceptcounter = tmpcounter; break; @@ -100,7 +99,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, IntWrapper bestb = new IntWrapper(); IntWrapper bestexcept = new IntWrapper(); for (final int finalinpos = tmpinpos + thissize; tmpinpos - + BlockSize <= finalinpos; tmpinpos += BlockSize) { + + BLOCK_SIZE <= finalinpos; tmpinpos += BLOCK_SIZE) { getBestBFromData(in, tmpinpos, bestb, bestexcept); final int tmpbestb = bestb.get(); final int nbrexcept = bestexcept.get(); @@ -108,7 +107,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, final int remember = tmpoutpos; tmpoutpos++; if (nbrexcept > 0) { - for (int i = 0, c = 0; i < BlockSize; ++i) { + for (int i = 0, c = 0; i < BLOCK_SIZE; ++i) { if ((in[tmpinpos + i] >>> bits[tmpbestb]) != 0) { exceptbuffer[c + nbrexcept] = i; exceptbuffer[c] = in[tmpinpos @@ -122,7 +121,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } out[remember] = tmpbestb | (nbrexcept << 8) | (exceptsize << 16); - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, bits[tmpbestb]); tmpoutpos += bits[tmpbestb]; @@ -133,12 +132,11 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - int mynvalue = in[inpos.get()]; - inpos.increment(); + mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); final int finalout = outpos.get() + mynvalue; while (outpos.get() != finalout) { int thissize = finalout > PageSize + outpos.get() ? PageSize @@ -152,7 +150,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpoutpos = outpos.get(); int tmpinpos = inpos.get(); - for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { + for (int run = 0; run < thissize / BLOCK_SIZE; ++run, tmpoutpos += BLOCK_SIZE) { final int b = in[tmpinpos] & 0xFF; final int cexcept = (in[tmpinpos] >>> 8) & 0xFF; final int exceptsize = (in[tmpinpos] >>> 16); @@ -160,7 +158,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, S16.uncompress(in, tmpinpos, exceptsize, exceptbuffer, 0, 2 * cexcept); tmpinpos += exceptsize; - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, bits[b]); tmpinpos += bits[b]; @@ -172,7 +170,26 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, outpos.set(tmpoutpos); inpos.set(tmpinpos); } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = Util.floorBy(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/integercompression/NewPFDS16.java b/src/main/java/me/lemire/integercompression/NewPFDS16.java index bf0b5c6..fc6599b 100644 --- a/src/main/java/me/lemire/integercompression/NewPFDS16.java +++ b/src/main/java/me/lemire/integercompression/NewPFDS16.java @@ -7,6 +7,7 @@ package me.lemire.integercompression; + /** * NewPFD/NewPFOR based on Simple16 by Yan et al. *

@@ -32,11 +33,11 @@ * * @author Daniel Lemire */ -public final class NewPFDS16 implements IntegerCODEC { +public final class NewPFDS16 implements IntegerCODEC,SkippableIntegerCODEC { final int PageSize; - final static int BlockSize = 128; + final static int BLOCK_SIZE= 128; - int[] exceptbuffer = new int[2 * BlockSize]; + int[] exceptbuffer = new int[2 * BLOCK_SIZE]; /** * Constructor for the NewPFDS16 CODEC. @@ -46,14 +47,12 @@ public NewPFDS16() { } @Override - public void compress(int[] in, IntWrapper inpos, int inlength, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BlockSize * BlockSize; + inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - out[outpos.get()] = inlength; - outpos.increment(); while (inpos.get() != finalinpos) { int thissize = finalinpos > PageSize + inpos.get() ? PageSize : (finalinpos - inpos.get()); @@ -70,7 +69,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, protected static void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { - final int mb = Util.maxbits(in, pos, BlockSize); + final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; if (mini + 28 < bits[invbits[mb]]) mini = bits[invbits[mb]] - 28; // 28 is the max for @@ -79,10 +78,10 @@ protected static void getBestBFromData(int[] in, int pos, int exceptcounter = 0; for (int i = mini; i < bits.length - 1; ++i) { int tmpcounter = 0; - for (int k = pos; k < BlockSize + pos; ++k) + for (int k = pos; k < BLOCK_SIZE + pos; ++k) if ((in[k] >>> bits[i]) != 0) ++tmpcounter; - if (tmpcounter * 10 <= BlockSize) { + if (tmpcounter * 10 <= BLOCK_SIZE) { besti = i; exceptcounter = tmpcounter; break; @@ -99,7 +98,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, IntWrapper bestb = new IntWrapper(); IntWrapper bestexcept = new IntWrapper(); for (final int finalinpos = tmpinpos + thissize; tmpinpos - + BlockSize <= finalinpos; tmpinpos += BlockSize) { + + BLOCK_SIZE <= finalinpos; tmpinpos += BLOCK_SIZE) { getBestBFromData(in, tmpinpos, bestb, bestexcept); final int tmpbestb = bestb.get(); final int nbrexcept = bestexcept.get(); @@ -107,7 +106,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, final int remember = tmpoutpos; tmpoutpos++; if (nbrexcept > 0) { - for (int i = 0, c = 0; i < BlockSize; ++i) { + for (int i = 0, c = 0; i < BLOCK_SIZE; ++i) { if ((in[tmpinpos + i] >>> bits[tmpbestb]) != 0) { exceptbuffer[c + nbrexcept] = i; exceptbuffer[c] = in[tmpinpos @@ -121,7 +120,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } out[remember] = tmpbestb | (nbrexcept << 8) | (exceptsize << 16); - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, bits[tmpbestb]); tmpoutpos += bits[tmpbestb]; @@ -132,12 +131,11 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - final int mynvalue = in[inpos.get()]; - inpos.increment(); + mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); int finalout = outpos.get() + mynvalue; while (outpos.get() != finalout) { int thissize = finalout > PageSize + outpos.get() ? PageSize @@ -151,7 +149,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpoutpos = outpos.get(); int tmpinpos = inpos.get(); - for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { + for (int run = 0; run < thissize / BLOCK_SIZE; ++run, tmpoutpos += BLOCK_SIZE) { final int b = in[tmpinpos] & 0xFF; final int cexcept = (in[tmpinpos] >>> 8) & 0xFF; final int exceptsize = (in[tmpinpos] >>> 16); @@ -159,7 +157,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, S16.uncompress(in, tmpinpos, exceptsize, exceptbuffer, 0, 2 * cexcept); tmpinpos += exceptsize; - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, bits[b]); tmpinpos += bits[b]; @@ -171,7 +169,26 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, outpos.set(tmpoutpos); inpos.set(tmpinpos); } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = Util.floorBy(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/integercompression/NewPFDS9.java b/src/main/java/me/lemire/integercompression/NewPFDS9.java index ee671ef..7a15ed4 100644 --- a/src/main/java/me/lemire/integercompression/NewPFDS9.java +++ b/src/main/java/me/lemire/integercompression/NewPFDS9.java @@ -7,6 +7,7 @@ package me.lemire.integercompression; + /** * NewPFD/NewPFOR based on Simple9 by Yan et al. *

@@ -31,11 +32,11 @@ * * @author Daniel Lemire */ -public final class NewPFDS9 implements IntegerCODEC { +public final class NewPFDS9 implements IntegerCODEC,SkippableIntegerCODEC { final int PageSize; - final static int BlockSize = 128; + final static int BLOCK_SIZE = 128; - int[] exceptbuffer = new int[2 * BlockSize]; + int[] exceptbuffer = new int[2 * BLOCK_SIZE]; /** * Constructor for the NewPFDS9 CODEC. @@ -45,14 +46,12 @@ public NewPFDS9() { } @Override - public void compress(int[] in, IntWrapper inpos, int inlength, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BlockSize * BlockSize; + inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - out[outpos.get()] = inlength; - outpos.increment(); while (inpos.get() != finalinpos) { int thissize = finalinpos > PageSize + inpos.get() ? PageSize : (finalinpos - inpos.get()); @@ -69,7 +68,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, protected static void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { - final int mb = Util.maxbits(in, pos, BlockSize); + final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; if (mini + 28 < bits[invbits[mb]]) mini = bits[invbits[mb]] - 28; // 28 is the max for @@ -78,10 +77,10 @@ protected static void getBestBFromData(int[] in, int pos, int exceptcounter = 0; for (int i = mini; i < bits.length - 1; ++i) { int tmpcounter = 0; - for (int k = pos; k < BlockSize + pos; ++k) + for (int k = pos; k < BLOCK_SIZE + pos; ++k) if ((in[k] >>> bits[i]) != 0) ++tmpcounter; - if (tmpcounter * 10 <= BlockSize) { + if (tmpcounter * 10 <= BLOCK_SIZE) { besti = i; exceptcounter = tmpcounter; break; @@ -98,7 +97,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, IntWrapper bestb = new IntWrapper(); IntWrapper bestexcept = new IntWrapper(); for (final int finalinpos = tmpinpos + thissize; tmpinpos - + BlockSize <= finalinpos; tmpinpos += BlockSize) { + + BLOCK_SIZE <= finalinpos; tmpinpos += BLOCK_SIZE) { getBestBFromData(in, tmpinpos, bestb, bestexcept); final int tmpbestb = bestb.get(); final int nbrexcept = bestexcept.get(); @@ -106,7 +105,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, final int remember = tmpoutpos; tmpoutpos++; if (nbrexcept > 0) { - for (int i = 0, c = 0; i < BlockSize; ++i) { + for (int i = 0, c = 0; i < BLOCK_SIZE; ++i) { if ((in[tmpinpos + i] >>> bits[tmpbestb]) != 0) { exceptbuffer[c + nbrexcept] = i; exceptbuffer[c] = in[tmpinpos @@ -120,7 +119,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } out[remember] = tmpbestb | (nbrexcept << 8) | (exceptsize << 16); - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, bits[tmpbestb]); tmpoutpos += bits[tmpbestb]; @@ -131,12 +130,11 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - final int mynvalue = in[inpos.get()]; - inpos.increment(); + mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); int finalout = outpos.get() + mynvalue; while (outpos.get() != finalout) { int thissize = finalout > PageSize + outpos.get() ? PageSize @@ -150,7 +148,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpoutpos = outpos.get(); int tmpinpos = inpos.get(); - for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { + for (int run = 0; run < thissize / BLOCK_SIZE; ++run, tmpoutpos += BLOCK_SIZE) { final int b = in[tmpinpos] & 0xFF; final int cexcept = (in[tmpinpos] >>> 8) & 0xFF; final int exceptsize = (in[tmpinpos] >>> 16); @@ -158,7 +156,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, S9.uncompress(in, tmpinpos, exceptsize, exceptbuffer, 0, 2 * cexcept); tmpinpos += exceptsize; - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, bits[b]); tmpinpos += bits[b]; @@ -170,7 +168,26 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, outpos.set(tmpoutpos); inpos.set(tmpinpos); } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = Util.floorBy(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/integercompression/OptPFD.java b/src/main/java/me/lemire/integercompression/OptPFD.java index 2395c3f..051b11f 100644 --- a/src/main/java/me/lemire/integercompression/OptPFD.java +++ b/src/main/java/me/lemire/integercompression/OptPFD.java @@ -6,6 +6,7 @@ */ package me.lemire.integercompression; + /** * OptPFD: fast patching scheme by Yan et al. *

@@ -31,12 +32,12 @@ * * @author Daniel Lemire */ -public final class OptPFD implements IntegerCODEC { +public final class OptPFD implements IntegerCODEC,SkippableIntegerCODEC { final int PageSize; - final static int BlockSize = 128; + final static int BLOCK_SIZE = 128; - int[] exceptbuffer = new int[2 * BlockSize]; - int[] sillybuffer = new int[2 * BlockSize]; + int[] exceptbuffer = new int[2 * BLOCK_SIZE]; + int[] sillybuffer = new int[2 * BLOCK_SIZE]; /** * Constructor for the OptPFD CODEC. @@ -46,14 +47,12 @@ public OptPFD() { } @Override - public void compress(int[] in, IntWrapper inpos, int inlength, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BlockSize * BlockSize; + inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - out[outpos.get()] = inlength; - outpos.increment(); while (inpos.get() != finalinpos) { int thissize = finalinpos > PageSize + inpos.get() ? PageSize : (finalinpos - inpos.get()); @@ -70,7 +69,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { - final int mb = Util.maxbits(in, pos, BlockSize); + final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; if (mini + 28 < bits[invbits[mb]]) mini = bits[invbits[mb]] - 28; // 28 is the max for @@ -80,13 +79,13 @@ void getBestBFromData(int[] in, int pos, IntWrapper bestb, int exceptcounter = 0; for (int i = mini; i < bits.length - 1; ++i) { int tmpcounter = 0; - for (int k = pos; k < BlockSize + pos; ++k) + for (int k = pos; k < BLOCK_SIZE + pos; ++k) if ((in[k] >>> bits[i]) != 0) { ++tmpcounter; } - if (tmpcounter == BlockSize) + if (tmpcounter == BLOCK_SIZE) continue; // no need - for (int k = pos, c = 0; k < pos + BlockSize; ++k) + for (int k = pos, c = 0; k < pos + BLOCK_SIZE; ++k) if ((in[k] >>> bits[i]) != 0) { exceptbuffer[tmpcounter + c] = k - pos; exceptbuffer[c] = in[k] >>> bits[i]; @@ -115,7 +114,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, IntWrapper bestb = new IntWrapper(); IntWrapper bestexcept = new IntWrapper(); for (final int finalinpos = tmpinpos + thissize; tmpinpos - + BlockSize <= finalinpos; tmpinpos += BlockSize) { + + BLOCK_SIZE <= finalinpos; tmpinpos += BLOCK_SIZE) { getBestBFromData(in, tmpinpos, bestb, bestexcept); final int tmpbestb = bestb.get(); final int nbrexcept = bestexcept.get(); @@ -124,7 +123,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, tmpoutpos++; if (nbrexcept > 0) { int c = 0; - for (int i = 0; i < BlockSize; ++i) { + for (int i = 0; i < BLOCK_SIZE; ++i) { if ((in[tmpinpos + i] >>> bits[tmpbestb]) != 0) { exceptbuffer[c + nbrexcept] = i; exceptbuffer[c] = in[tmpinpos @@ -138,7 +137,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } out[remember] = tmpbestb | (nbrexcept << 8) | (exceptsize << 16); - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, bits[tmpbestb]); tmpoutpos += bits[tmpbestb]; @@ -149,12 +148,11 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - final int mynvalue = in[inpos.get()]; - inpos.increment(); + mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); final int finalout = outpos.get() + mynvalue; while (outpos.get() != finalout) { int thissize = finalout > PageSize + outpos.get() ? PageSize @@ -168,7 +166,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpoutpos = outpos.get(); int tmpinpos = inpos.get(); - for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { + for (int run = 0; run < thissize / BLOCK_SIZE; ++run, tmpoutpos += BLOCK_SIZE) { final int b = in[tmpinpos] & 0xFF; final int cexcept = (in[tmpinpos] >>> 8) & 0xFF; final int exceptsize = (in[tmpinpos] >>> 16); @@ -176,7 +174,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, S16.uncompress(in, tmpinpos, exceptsize, exceptbuffer, 0, 2 * cexcept); tmpinpos += exceptsize; - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, bits[b]); tmpinpos += bits[b]; @@ -188,7 +186,26 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, outpos.set(tmpoutpos); inpos.set(tmpinpos); } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/integercompression/OptPFDS16.java b/src/main/java/me/lemire/integercompression/OptPFDS16.java index 3f6a6cc..8355a59 100644 --- a/src/main/java/me/lemire/integercompression/OptPFDS16.java +++ b/src/main/java/me/lemire/integercompression/OptPFDS16.java @@ -7,6 +7,7 @@ package me.lemire.integercompression; + /** * OptPFD based on Simple16 by Yan et al. *

@@ -31,10 +32,10 @@ * * @author Daniel Lemire */ -public final class OptPFDS16 implements IntegerCODEC { +public final class OptPFDS16 implements IntegerCODEC,SkippableIntegerCODEC { final int PageSize; - final static int BlockSize = 128; - int[] exceptbuffer = new int[2 * BlockSize]; + final static int BLOCK_SIZE = 128; + int[] exceptbuffer = new int[2 * BLOCK_SIZE]; /** * Constructor for the OptPFDS16 CODEC. @@ -44,15 +45,13 @@ public OptPFDS16() { } @Override - public void compress(int[] in, IntWrapper inpos, int inlength, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BlockSize * BlockSize; + inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - out[outpos.get()] = inlength; - outpos.increment(); while (inpos.get() != finalinpos) { int thissize = finalinpos > PageSize + inpos.get() ? PageSize : (finalinpos - inpos.get()); @@ -69,7 +68,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, protected void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { - final int mb = Util.maxbits(in, pos, BlockSize); + final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; if (mini + 28 < bits[invbits[mb]]) mini = bits[invbits[mb]] - 28; // 28 is the max for @@ -79,13 +78,13 @@ protected void getBestBFromData(int[] in, int pos, IntWrapper bestb, int exceptcounter = 0; for (int i = mini; i < bits.length - 1; ++i) { int tmpcounter = 0; - for (int k = pos; k < BlockSize + pos; ++k) + for (int k = pos; k < BLOCK_SIZE + pos; ++k) if ((in[k] >>> bits[i]) != 0) { ++tmpcounter; } - if (tmpcounter == BlockSize) + if (tmpcounter == BLOCK_SIZE) continue; // no need - for (int k = pos, c = 0; k < pos + BlockSize; ++k) + for (int k = pos, c = 0; k < pos + BLOCK_SIZE; ++k) if ((in[k] >>> bits[i]) != 0) { exceptbuffer[tmpcounter + c] = k - pos; exceptbuffer[c] = in[k] >>> bits[i]; @@ -113,7 +112,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, IntWrapper bestb = new IntWrapper(); IntWrapper bestexcept = new IntWrapper(); for (final int finalinpos = tmpinpos + thissize; tmpinpos - + BlockSize <= finalinpos; tmpinpos += BlockSize) { + + BLOCK_SIZE <= finalinpos; tmpinpos += BLOCK_SIZE) { getBestBFromData(in, tmpinpos, bestb, bestexcept); final int tmpbestb = bestb.get(); final int nbrexcept = bestexcept.get(); @@ -122,7 +121,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, tmpoutpos++; if (nbrexcept > 0) { int c = 0; - for (int i = 0; i < BlockSize; ++i) { + for (int i = 0; i < BLOCK_SIZE; ++i) { if ((in[tmpinpos + i] >>> bits[tmpbestb]) != 0) { exceptbuffer[c + nbrexcept] = i; exceptbuffer[c] = in[tmpinpos @@ -136,7 +135,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } out[remember] = tmpbestb | (nbrexcept << 8) | (exceptsize << 16); - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, bits[tmpbestb]); tmpoutpos += bits[tmpbestb]; @@ -147,12 +146,11 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - final int mynvalue = in[inpos.get()]; - inpos.increment(); + mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); final int finalout = outpos.get() + mynvalue; while (outpos.get() != finalout) { int thissize = finalout > PageSize + outpos.get() ? PageSize @@ -166,7 +164,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpoutpos = outpos.get(); int tmpinpos = inpos.get(); - for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { + for (int run = 0; run < thissize / BLOCK_SIZE; ++run, tmpoutpos += BLOCK_SIZE) { final int b = in[tmpinpos] & 0xFF; final int cexcept = (in[tmpinpos] >>> 8) & 0xFF; final int exceptsize = (in[tmpinpos] >>> 16); @@ -174,7 +172,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, S16.uncompress(in, tmpinpos, exceptsize, exceptbuffer, 0, 2 * cexcept); tmpinpos += exceptsize; - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, bits[b]); tmpinpos += bits[b]; @@ -186,7 +184,26 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, outpos.set(tmpoutpos); inpos.set(tmpinpos); } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/integercompression/OptPFDS9.java b/src/main/java/me/lemire/integercompression/OptPFDS9.java index 75cf4be..6b890aa 100644 --- a/src/main/java/me/lemire/integercompression/OptPFDS9.java +++ b/src/main/java/me/lemire/integercompression/OptPFDS9.java @@ -7,6 +7,7 @@ package me.lemire.integercompression; + /** * OptPFD based on Simple9 by Yan et al. *

@@ -31,10 +32,10 @@ * * @author Daniel Lemire */ -public final class OptPFDS9 implements IntegerCODEC { +public final class OptPFDS9 implements IntegerCODEC, SkippableIntegerCODEC { final int PageSize; - final static int BlockSize = 128; - int[] exceptbuffer = new int[2 * BlockSize]; + final static int BLOCK_SIZE = 128; + int[] exceptbuffer = new int[2 * BLOCK_SIZE]; /** * Constructor for the OptPFDS9 CODEC. @@ -44,15 +45,13 @@ public OptPFDS9() { } @Override - public void compress(int[] in, IntWrapper inpos, int inlength, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BlockSize * BlockSize; + inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - out[outpos.get()] = inlength; - outpos.increment(); while (inpos.get() != finalinpos) { int thissize = finalinpos > PageSize + inpos.get() ? PageSize : (finalinpos - inpos.get()); @@ -69,7 +68,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, protected void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { - final int mb = Util.maxbits(in, pos, BlockSize); + final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; if (mini + 28 < bits[invbits[mb]]) mini = bits[invbits[mb]] - 28; // 28 is the max for @@ -79,13 +78,13 @@ protected void getBestBFromData(int[] in, int pos, IntWrapper bestb, int exceptcounter = 0; for (int i = mini; i < bits.length - 1; ++i) { int tmpcounter = 0; - for (int k = pos; k < BlockSize + pos; ++k) + for (int k = pos; k < BLOCK_SIZE + pos; ++k) if ((in[k] >>> bits[i]) != 0) { ++tmpcounter; } - if (tmpcounter == BlockSize) + if (tmpcounter == BLOCK_SIZE) continue; // no need - for (int k = pos, c = 0; k < pos + BlockSize; ++k) + for (int k = pos, c = 0; k < pos + BLOCK_SIZE; ++k) if ((in[k] >>> bits[i]) != 0) { exceptbuffer[tmpcounter + c] = k - pos; exceptbuffer[c] = in[k] >>> bits[i]; @@ -113,7 +112,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, IntWrapper bestb = new IntWrapper(); IntWrapper bestexcept = new IntWrapper(); for (final int finalinpos = tmpinpos + thissize; tmpinpos - + BlockSize <= finalinpos; tmpinpos += BlockSize) { + + BLOCK_SIZE <= finalinpos; tmpinpos += BLOCK_SIZE) { getBestBFromData(in, tmpinpos, bestb, bestexcept); final int tmpbestb = bestb.get(); final int nbrexcept = bestexcept.get(); @@ -122,7 +121,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, tmpoutpos++; if (nbrexcept > 0) { int c = 0; - for (int i = 0; i < BlockSize; ++i) { + for (int i = 0; i < BLOCK_SIZE; ++i) { if ((in[tmpinpos + i] >>> bits[tmpbestb]) != 0) { exceptbuffer[c + nbrexcept] = i; exceptbuffer[c] = in[tmpinpos @@ -136,7 +135,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } out[remember] = tmpbestb | (nbrexcept << 8) | (exceptsize << 16); - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, bits[tmpbestb]); tmpoutpos += bits[tmpbestb]; @@ -147,12 +146,11 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - final int mynvalue = in[inpos.get()]; - inpos.increment(); + mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); final int finalout = outpos.get() + mynvalue; while (outpos.get() != finalout) { int thissize = finalout > PageSize + outpos.get() ? PageSize @@ -166,7 +164,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpoutpos = outpos.get(); int tmpinpos = inpos.get(); - for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { + for (int run = 0; run < thissize / BLOCK_SIZE; ++run, tmpoutpos += BLOCK_SIZE) { final int b = in[tmpinpos] & 0xFF; final int cexcept = (in[tmpinpos] >>> 8) & 0xFF; final int exceptsize = (in[tmpinpos] >>> 16); @@ -174,7 +172,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, S9.uncompress(in, tmpinpos, exceptsize, exceptbuffer, 0, 2 * cexcept); tmpinpos += exceptsize; - for (int k = 0; k < BlockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, bits[b]); tmpinpos += bits[b]; @@ -186,7 +184,27 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, outpos.set(tmpoutpos); inpos.set(tmpinpos); } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } + @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/integercompression/Simple16.java b/src/main/java/me/lemire/integercompression/Simple16.java index 5b6098e..9562c3a 100644 --- a/src/main/java/me/lemire/integercompression/Simple16.java +++ b/src/main/java/me/lemire/integercompression/Simple16.java @@ -2,6 +2,7 @@ + /** * This is an implementation of the popular Simple16 scheme. It is limited to * 28-bit integers (between 0 and 2^28-1). @@ -13,13 +14,12 @@ * Adapted by D. Lemire from the Apache Lucene project. *

*/ -public final class Simple16 implements IntegerCODEC { +public final class Simple16 implements IntegerCODEC,SkippableIntegerCODEC { - public void compress(int[] in, IntWrapper inpos, int inlength, int out[], + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { int i_inpos = inpos.get(); int i_outpos = outpos.get(); - out[i_outpos++] = inlength; final int finalin = i_inpos + inlength; while (i_inpos < finalin) { int inoffset = compressblock(out, i_outpos++, in, i_inpos, inlength); @@ -100,10 +100,9 @@ public static final int decompressblock(int[] out, int outOffset, int[] in, @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos,int num) { int i_inpos = inpos.get(); - int num = in[i_inpos++]; int i_outpos = outpos.get(); while (num > 0) { final int howmany = decompressblock(out, i_outpos, in, i_inpos, num); @@ -156,6 +155,31 @@ private static int[][] shiftme(int[][] x) { } return answer; } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + + } + @Override + public String toString() { + return this.getClass().getSimpleName(); + } private static final int S16_NUMSIZE = 16; private static final int S16_BITSSIZE = 28; diff --git a/src/main/java/me/lemire/integercompression/Simple9.java b/src/main/java/me/lemire/integercompression/Simple9.java index 073521c..5703b04 100644 --- a/src/main/java/me/lemire/integercompression/Simple9.java +++ b/src/main/java/me/lemire/integercompression/Simple9.java @@ -7,6 +7,7 @@ package me.lemire.integercompression; + /** * This is an implementation of the popular Simple9 scheme. * It is limited to 28-bit integers (between 0 and 2^28-1). @@ -17,13 +18,12 @@ * @author Daniel Lemire * */ -public final class Simple9 implements IntegerCODEC { +public final class Simple9 implements IntegerCODEC, SkippableIntegerCODEC { @Override - public void compress(int[] in, IntWrapper inpos, int inlength, + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { int tmpoutpos = outpos.get(); int currentPos = inpos.get(); - out[tmpoutpos++] = inlength; final int finalin = currentPos + inlength; outer: while (currentPos < finalin - 28) { mainloop: for (int selector = 0; selector < 8; selector++) { @@ -81,11 +81,11 @@ public void compress(int[] in, IntWrapper inpos, int inlength, } @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int outlength) { int currentPos = outpos.get(); int tmpinpos = inpos.get(); - final int finalout = currentPos + in[tmpinpos++]; + final int finalout = currentPos + outlength; while (currentPos < finalout - 28) { int val = in[tmpinpos++]; int header = val >>> 28; @@ -282,7 +282,26 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, inpos.set(tmpinpos); } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + + } private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java b/src/main/java/me/lemire/integercompression/SkippableComposition.java similarity index 91% rename from src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java rename to src/main/java/me/lemire/integercompression/SkippableComposition.java index 45d0ee1..ed0f0de 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableComposition.java +++ b/src/main/java/me/lemire/integercompression/SkippableComposition.java @@ -4,9 +4,8 @@ * * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression.skippable; +package me.lemire.integercompression; -import me.lemire.integercompression.*; /** * Helper class to compose schemes. @@ -56,7 +55,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o @Override public String toString() { - return F1.getClass().getName() + "+" + F2.getClass().getName(); + return F1.toString() + "+" + F2.toString(); } } diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java similarity index 96% rename from src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java rename to src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java index 50594c3..c10d2f0 100644 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java @@ -5,9 +5,8 @@ * (c) Daniel Lemire, http://lemire.me/en/ */ -package me.lemire.integercompression.skippable; +package me.lemire.integercompression; -import me.lemire.integercompression.*; /** * Interface describing a standard CODEC to compress integers. This is a diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 69148bd..73719e9 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -10,8 +10,6 @@ import java.nio.ByteOrder; import java.nio.IntBuffer; -import me.lemire.integercompression.skippable.SkippableIntegerCODEC; - /** * Implementation of variable-byte. For best performance, use it using the * ByteIntegerCODEC interface. diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java b/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java deleted file mode 100644 index 419aba9..0000000 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableFastPFOR.java +++ /dev/null @@ -1,298 +0,0 @@ -/** - * This is code is released under the - * Apache License Version 2.0 http://www.apache.org/licenses/. - * - * (c) Daniel Lemire, http://lemire.me/en/ - */ -package me.lemire.integercompression.skippable; - -import java.nio.ByteBuffer; -import java.util.Arrays; - -import me.lemire.integercompression.*; - -/** - * This is a patching scheme designed for speed. It encodes integers in blocks - * of 128 integers within pages of up to 65536 integers. Note that it is - * important, to get good compression and good performance, to use sizeable - * blocks (greater than 1024 integers). For arrays containing a number of - * integers that is not divisible by 128, you should use it in conjunction with - * another CODEC: - * - * IntegerCODEC ic = new Composition(new FastPFOR(), new VariableByte()). - *

- * For details, please see - *

- *

- * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second - * through vectorization Software: Practice & Experience http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract http://arxiv.org/abs/1209.2137 - *

- *

- * For sufficiently compressible and long arrays, it is faster and better than - * other PFOR schemes. - *

- * - * Note that this does not use differential coding: if you are working on sorted - * lists, use IntegratedFastPFOR instead. - * - * For multi-threaded applications, each thread should use its own FastPFOR - * object. - * - * @author Daniel Lemire - */ -public final class SkippableFastPFOR implements SkippableIntegerCODEC { - final static int BLOCK_SIZE = 128; - final static int OVERHEAD_OF_EACH_EXCEPT = 8; - final static int DEFAULT_PAGE_SIZE = 65536; - - int pageSize; - final int[][] dataTobePacked = new int[33][]; - final ByteBuffer byteContainer; - - // Working area for compress and uncompress. - int[] dataPointers; - int[] freqs; - byte[] bestbbestcexceptmaxb; - - /** - * Construct the FastPFOR CODEC. - * - * @param pagesize - * the desired page size (for expert use) - */ - public SkippableFastPFOR(int pagesize) { - pageSize = pagesize; - // Initiate arrrays. - byteContainer = ByteBuffer.allocateDirect(3 * pageSize - / BLOCK_SIZE + pageSize); - for (int k = 1; k < dataTobePacked.length; ++k) - dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic - } - - /** - * Construct the fastPFOR CODEC with default parameters. - */ - public SkippableFastPFOR() { - this(DEFAULT_PAGE_SIZE); - } - - /** - * Compress data in blocks of 128 integers (if fewer than 128 integers - * are provided, nothing is done). - * - * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) - */ - @Override - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - inlength = Util.floorBy(inlength, 128); - if (inlength == 0) - return; - - // Allocate memory for working area. - dataPointers = new int[33]; - freqs = new int[33]; - bestbbestcexceptmaxb = new byte[3]; - - final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = Math.min(pageSize, - finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } - - dataPointers = null; - freqs = null; - bestbbestcexceptmaxb = null; - } - - private void getBestBFromData(int[] in, int pos) { - Arrays.fill(freqs, 0); - for (int k = pos, k_end = pos + BLOCK_SIZE; k < k_end; ++k) { - freqs[Util.bits(in[k])]++; - } - bestbbestcexceptmaxb[0] = 32; - while (freqs[bestbbestcexceptmaxb[0]] == 0) - bestbbestcexceptmaxb[0]--; - bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; - int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; - byte cexcept = 0; - bestbbestcexceptmaxb[1] = cexcept; - for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { - cexcept += freqs[b + 1]; - if (cexcept < 0) - break; - // the extra 8 is the cost of storing maxbits - int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT - + cexcept * (bestbbestcexceptmaxb[2] - b) + b - * BLOCK_SIZE + 8; - if (thiscost < bestcost) { - bestcost = thiscost; - bestbbestcexceptmaxb[0] = (byte) b; - bestbbestcexceptmaxb[1] = cexcept; - } - } - } - - private void encodePage(int[] in, IntWrapper inpos, int thissize, - int[] out, IntWrapper outpos) { - final int headerpos = outpos.get(); - outpos.increment(); - int tmpoutpos = outpos.get(); - - // Clear working area. - Arrays.fill(dataPointers, 0); - // Arrays.fill(bestbbestcexceptmaxb, (byte)0);//DL:unncessary - byteContainer.clear(); - - int tmpinpos = inpos.get(); - for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { - getBestBFromData(in, tmpinpos); - final int tmpbestb = bestbbestcexceptmaxb[0]; - byteContainer.put(bestbbestcexceptmaxb[0]); - byteContainer.put(bestbbestcexceptmaxb[1]); - if (bestbbestcexceptmaxb[1] > 0) { - byteContainer.put(bestbbestcexceptmaxb[2]); - final int index = bestbbestcexceptmaxb[2] - - bestbbestcexceptmaxb[0]; - if (dataPointers[index] - + bestbbestcexceptmaxb[1] >= dataTobePacked[index].length) { - int newsize = 2 * (dataPointers[index] + bestbbestcexceptmaxb[1]); - // make sure it is a multiple of 32 - newsize = Util - .floorBy(newsize + 31, 32); - dataTobePacked[index] = Arrays.copyOf( - dataTobePacked[index], newsize); - } - for (int k = 0; k < BLOCK_SIZE; ++k) { - if ((in[k + tmpinpos] >>> bestbbestcexceptmaxb[0]) != 0) { - // we have an exception - byteContainer.put((byte) k); - dataTobePacked[index][dataPointers[index]++] = in[k - + tmpinpos] >>> tmpbestb; - } - } - - } - for (int k = 0; k < 128; k += 32) { - BitPacking.fastpack(in, tmpinpos + k, out, - tmpoutpos, tmpbestb); - tmpoutpos += tmpbestb; - } - } - inpos.set(tmpinpos); - out[headerpos] = tmpoutpos - headerpos; - final int bytesize = byteContainer.position(); - while ((byteContainer.position() & 3) != 0) - byteContainer.put((byte) 0); - out[tmpoutpos++] = bytesize; - final int howmanyints = byteContainer.position() / 4; - byteContainer.flip(); - byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); - tmpoutpos += howmanyints; - int bitmap = 0; - for (int k = 1; k <= 32; ++k) { - if (dataPointers[k] != 0) - bitmap |= (1 << (k - 1)); - } - out[tmpoutpos++] = bitmap; - for (int k = 1; k <= 32; ++k) { - if (dataPointers[k] != 0) { - out[tmpoutpos++] = dataPointers[k];// size - for (int j = 0; j < dataPointers[k]; j += 32) { - BitPacking.fastpack(dataTobePacked[k], - j, out, tmpoutpos, k); - tmpoutpos += k; - } - } - } - outpos.set(tmpoutpos); - } - - /** - * Uncompress data in blocks of 128 integers. In this particular case, - * the inlength parameter is ignored: it is deduced from the compressed - * data. - * - * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) - */ - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos, int num) { - if (inlength == 0) - return; - - int mynvalue = num / BLOCK_SIZE * BLOCK_SIZE; - - dataPointers = new int[33]; - - int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = Math.min(pageSize, - finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } - - dataPointers = null; - } - - private void decodePage(int[] in, IntWrapper inpos, int[] out, - IntWrapper outpos, int thissize) { - final int initpos = inpos.get(); - final int wheremeta = in[inpos.get()]; - inpos.increment(); - int inexcept = initpos + wheremeta; - final int bytesize = in[inexcept++]; - byteContainer.clear(); - byteContainer.asIntBuffer().put(in, inexcept, (bytesize + 3) / 4); - inexcept += (bytesize + 3)/ 4; - - final int bitmap = in[inexcept++]; - for (int k = 1; k <= 32; ++k) { - if ((bitmap & (1 << (k - 1))) != 0) { - int size = in[inexcept++]; - if (dataTobePacked[k].length < size) - dataTobePacked[k] = new int[Util - .floorBy(size + 31, 32)]; - for (int j = 0; j < size; j += 32) { - BitPacking.fastunpack(in, inexcept, - dataTobePacked[k], j, k); - inexcept += k; - } - } - } - Arrays.fill(dataPointers, 0); - int tmpoutpos = outpos.get(); - int tmpinpos = inpos.get(); - - for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { - final byte b = byteContainer.get(); - final byte cexcept = byteContainer.get(); - for (int k = 0; k < 128; k += 32) { - BitPacking.fastunpack(in, tmpinpos, out, - tmpoutpos + k, b); - tmpinpos += b; - } - if (cexcept > 0) { - final byte maxbits = byteContainer.get(); - final int index = maxbits - b; - for (int k = 0; k < cexcept; ++k) { - final byte pos = byteContainer.get(); - final int exceptvalue = dataTobePacked[index][dataPointers[index]++]; - out[pos + tmpoutpos] |= exceptvalue << b; - } - - } - } - outpos.set(tmpoutpos); - inpos.set(inexcept); - } - - @Override - public String toString() { - return this.getClass().getSimpleName(); - } -} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java b/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java deleted file mode 100644 index b3a7af8..0000000 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableNewPFD.java +++ /dev/null @@ -1,176 +0,0 @@ -/** - * This is code is released under the - * Apache License Version 2.0 http://www.apache.org/licenses/. - * - * (c) Daniel Lemire, http://lemire.me/en/ - */ - -package me.lemire.integercompression.skippable; - -import me.lemire.integercompression.*; - -/** - * NewPFD/NewPFOR: fast patching scheme by Yan et al. - *

- * Follows: - *

- *

- * H. Yan, S. Ding, T. Suel, Inverted index compression and query processing - * with optimized document ordering, in: WWW 09, 2009, pp. 401-410. - *

- * using Simple16 as the secondary coder. - * - * It encodes integers in blocks of 128 integers. For arrays containing an - * arbitrary number of integers, you should use it in conjunction with another - * CODEC: - * - * 
- * IntegerCODEC ic = 
- *  new Composition(new NewPDF(), new VariableByte()).
- *
- * - * Note that this does not use differential coding: if you are working on sorted - * lists, you must compute the deltas separately. (Yes, this is true even though - * the "D" at the end of the name probably stands for delta.) - * - * For multi-threaded applications, each thread should use its own NewPFD - * object. - * - * @author Daniel Lemire - */ -public final class SkippableNewPFD implements SkippableIntegerCODEC { - final int PageSize; - final static int BlockSize = 128; - - int[] exceptbuffer = new int[2 * BlockSize]; - - /** - * Constructor for the NewPFD CODEC. - */ - public SkippableNewPFD() { - PageSize = 65536; - } - - @Override - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - inlength = inlength / BlockSize * BlockSize; - - final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = finalinpos > PageSize + inpos.get() ? PageSize - : (finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } - - } - - private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, - 12, 13, 16, 20, 32 }; - private static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, - 11, 12, 13, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, - 16, 16, 16, 16, 16 }; - - private static void getBestBFromData(int[] in, int pos, IntWrapper bestb, - IntWrapper bestexcept) { - final int mb = Util.maxbits(in, pos, BlockSize); - int mini = 0; - if (mini + 28 < bits[invbits[mb]]) - mini = bits[invbits[mb]] - 28; // 28 is the max for exceptions - int besti = bits.length - 1; - int exceptcounter = 0; - for (int i = mini; i < bits.length - 1; ++i) { - int tmpcounter = 0; - for (int k = pos; k < BlockSize + pos; ++k) - if ((in[k] >>> bits[i]) != 0) - ++tmpcounter; - if (tmpcounter * 10 <= BlockSize) { - besti = i; - exceptcounter = tmpcounter; - break; - } - } - bestb.set(besti); - bestexcept.set(exceptcounter); - } - - private void encodePage(int[] in, IntWrapper inpos, int thissize, - int[] out, IntWrapper outpos) { - int tmpoutpos = outpos.get(); - int tmpinpos = inpos.get(); - IntWrapper bestb = new IntWrapper(); - IntWrapper bestexcept = new IntWrapper(); - for (final int finalinpos = tmpinpos + thissize; tmpinpos + BlockSize <= finalinpos; tmpinpos += BlockSize) { - getBestBFromData(in, tmpinpos, bestb, bestexcept); - int tmpbestb = bestb.get(); - int nbrexcept = bestexcept.get(); - int exceptsize = 0; - int remember = tmpoutpos; - tmpoutpos++; - if (nbrexcept > 0) { - for (int i = 0, c = 0; i < BlockSize; ++i) { - if ((in[tmpinpos + i] >>> bits[tmpbestb]) != 0) { - exceptbuffer[c + nbrexcept] = i; - exceptbuffer[c] = in[tmpinpos + i] >>> bits[tmpbestb]; - ++c; - } - } - exceptsize = S16.compress(exceptbuffer, 0, 2 * nbrexcept, out, - tmpoutpos); - tmpoutpos += exceptsize; - } - out[remember] = tmpbestb | (nbrexcept << 8) | (exceptsize << 16); - for (int k = 0; k < BlockSize; k += 32) { - BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, - bits[tmpbestb]); - tmpoutpos += bits[tmpbestb]; - } - } - inpos.set(tmpinpos); - outpos.set(tmpoutpos); - } - - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos, int num) { - int mynvalue = num / BlockSize * BlockSize; - int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = finalout > PageSize + outpos.get() ? PageSize - : (finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } - } - - private void decodePage(int[] in, IntWrapper inpos, int[] out, - IntWrapper outpos, int thissize) { - int tmpoutpos = outpos.get(); - int tmpinpos = inpos.get(); - - for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { - final int b = in[tmpinpos] & 0xFF; - final int cexcept = (in[tmpinpos] >>> 8) & 0xFF; - final int exceptsize = (in[tmpinpos] >>> 16); - ++tmpinpos; - S16.uncompress(in, tmpinpos, exceptsize, exceptbuffer, 0, - 2 * cexcept); - tmpinpos += exceptsize; - for (int k = 0; k < BlockSize; k += 32) { - BitPacking - .fastunpack(in, tmpinpos, out, tmpoutpos + k, bits[b]); - tmpinpos += bits[b]; - } - for (int k = 0; k < cexcept; ++k) { - out[tmpoutpos + exceptbuffer[k + cexcept]] |= (exceptbuffer[k] << bits[b]); - } - } - outpos.set(tmpoutpos); - inpos.set(tmpinpos); - } - - @Override - public String toString() { - return this.getClass().getName(); - } - -} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java b/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java deleted file mode 100644 index 1807345..0000000 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableOptPFD.java +++ /dev/null @@ -1,196 +0,0 @@ -/** - * This is code is released under the - * Apache License Version 2.0 http://www.apache.org/licenses/. - * - * (c) Daniel Lemire, http://lemire.me/en/ - */ -package me.lemire.integercompression.skippable; - -import me.lemire.integercompression.*; - -/** - * OptPFD: fast patching scheme by Yan et al. - *

- * Follows: - *

- *

- * H. Yan, S. Ding, T. Suel, Inverted index compression and query processing - * with optimized document ordering, in: WWW 09, 2009, pp. 401-410. - *

- * using Simple16 as the secondary coder. - * - * It encodes integers in blocks of 128 integers. For arrays containing an - * arbitrary number of integers, you should use it in conjunction with another - * CODEC: - * - * 
- * IntegerCODEC ic = new Composition(new OptPFD(), new VariableByte()).
- *
- * - * Note that this does not use differential coding: if you are working on sorted - * lists, you must compute the deltas separately. (Yes, this is true even though - * the "D" at the end of the name probably stands for delta.) - * - * For multi-threaded applications, each thread should use its own OptPFD - * object. - * - * @author Daniel Lemire - */ -public final class SkippableOptPFD implements SkippableIntegerCODEC { - final int PageSize; - final static int BlockSize = 128; - - int[] exceptbuffer = new int[2 * BlockSize]; - int[] sillybuffer = new int[2 * BlockSize]; - - /** - * - */ - public SkippableOptPFD() { - PageSize = 65536; - } - - @Override - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - // Util.assertTrue(inpos.get()+inlength <= in.length); - inlength = inlength / BlockSize * BlockSize; - - final int finalinpos = inpos.get() + inlength; - // out[outpos.get()] = inlength; - // outpos.increment(); - while (inpos.get() != finalinpos) { - int thissize = finalinpos > PageSize + inpos.get() ? PageSize - : (finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } - - } - - private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, - 12, 13, 16, 20, 32 }; - private static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, - 11, 12, 13, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, - 16, 16, 16, 16, 16 }; - - void getBestBFromData(int[] in, int pos, IntWrapper bestb, - IntWrapper bestexcept) { - final int mb = Util.maxbits(in, pos, BlockSize); - int mini = 0; - if (mini + 28 < bits[invbits[mb]]) - mini = bits[invbits[mb]] - 28; // 28 is the max for exceptions - int besti = bits.length - 1; - int bestcost = bits[besti] * 4; - int exceptcounter = 0; - for (int i = mini; i < bits.length - 1; ++i) { - int tmpcounter = 0; - for (int k = pos; k < BlockSize + pos; ++k) - if ((in[k] >>> bits[i]) != 0) { - ++tmpcounter; - } - if (tmpcounter == BlockSize) - continue; // no need - for (int k = pos, c = 0; k < pos + BlockSize; ++k) - if ((in[k] >>> bits[i]) != 0) { - exceptbuffer[tmpcounter + c] = k - pos; - exceptbuffer[c] = in[k] >>> bits[i]; - ++c; - } - - final int thiscost = bits[i] * 4 - + S16.estimatecompress(exceptbuffer, 0, 2 * tmpcounter); - if (thiscost <= bestcost) { - bestcost = thiscost; - besti = i; - exceptcounter = tmpcounter; - } - } - - bestb.set(besti); - bestexcept.set(exceptcounter); - } - - private void encodePage(int[] in, IntWrapper inpos, int thissize, - int[] out, IntWrapper outpos) { - int tmpoutpos = outpos.get(); - int tmpinpos = inpos.get(); - IntWrapper bestb = new IntWrapper(); - IntWrapper bestexcept = new IntWrapper(); - for (final int finalinpos = tmpinpos + thissize; tmpinpos + BlockSize <= finalinpos; tmpinpos += BlockSize) { - getBestBFromData(in, tmpinpos, bestb, bestexcept); - int tmpbestb = bestb.get(); - int nbrexcept = bestexcept.get(); - int exceptsize = 0; - int remember = tmpoutpos; - tmpoutpos++; - if (nbrexcept > 0) { - int c = 0; - for (int i = 0; i < BlockSize; ++i) { - if ((in[tmpinpos + i] >>> bits[tmpbestb]) != 0) { - exceptbuffer[c + nbrexcept] = i; - exceptbuffer[c] = in[tmpinpos + i] >>> bits[tmpbestb]; - ++c; - } - } - exceptsize = S16.compress(exceptbuffer, 0, 2 * nbrexcept, out, - tmpoutpos); - tmpoutpos += exceptsize; - } - out[remember] = tmpbestb | (nbrexcept << 8) | (exceptsize << 16); - for (int k = 0; k < BlockSize; k += 32) { - BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, - bits[tmpbestb]); - tmpoutpos += bits[tmpbestb]; - } - } - inpos.set(tmpinpos); - outpos.set(tmpoutpos); - } - - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos, int num) { - // Util.assertTrue(inpos.get()+inlength <= in.length); - int mynvalue = num / BlockSize * BlockSize; - // int mynvalue = in[inpos.get()]; - // inpos.increment(); - int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = finalout > PageSize + outpos.get() ? PageSize - : (finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } - } - - private void decodePage(int[] in, IntWrapper inpos, int[] out, - IntWrapper outpos, int thissize) { - int tmpoutpos = outpos.get(); - int tmpinpos = inpos.get(); - - for (int run = 0; run < thissize / BlockSize; ++run, tmpoutpos += BlockSize) { - final int b = in[tmpinpos] & 0xFF; - final int cexcept = (in[tmpinpos] >>> 8) & 0xFF; - final int exceptsize = (in[tmpinpos] >>> 16); - ++tmpinpos; - S16.uncompress(in, tmpinpos, exceptsize, exceptbuffer, 0, - 2 * cexcept); - tmpinpos += exceptsize; - for (int k = 0; k < BlockSize; k += 32) { - BitPacking - .fastunpack(in, tmpinpos, out, tmpoutpos + k, bits[b]); - tmpinpos += bits[b]; - } - for (int k = 0; k < cexcept; ++k) { - out[tmpoutpos + exceptbuffer[k + cexcept]] |= (exceptbuffer[k] << bits[b]); - } - } - outpos.set(tmpoutpos); - inpos.set(tmpinpos); - } - - @Override - public String toString() { - return this.getClass().getName(); - } - -} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java deleted file mode 100644 index 932ce49..0000000 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple16.java +++ /dev/null @@ -1,209 +0,0 @@ -package me.lemire.integercompression.skippable; - -import me.lemire.integercompression.*; - -/** - * This is an implementation of the popular Simple16 scheme. It is limited to - * 28-bit integers (between 0 and 2^28-1). - * - * Note that this does not use differential coding: if you are working on sorted - * lists, you must compute the deltas separately. - * - *

- * Adapted by D. Lemire from the Apache Lucene project. - *

- * - */ -public final class SkippableSimple16 implements SkippableIntegerCODEC { - - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], - IntWrapper outpos) { - int i_inpos = inpos.get(); - int i_outpos = outpos.get(); - final int finalin = i_inpos + inlength; - while (i_inpos < finalin) { - int inoffset = compressblock(out, i_outpos++, in, i_inpos, inlength); - if (inoffset == -1) - throw new RuntimeException("Too big a number"); - i_inpos += inoffset; - inlength -= inoffset; - } - inpos.set(i_inpos); - outpos.set(i_outpos); - } - - protected static int estimatecompress(int[] in, int currentPos, int inlength) { - final int finalin = currentPos + inlength; - int counter = 0; - while (currentPos < finalin) { - int inoffset = fakecompressblock(in, currentPos, inlength); - if (inoffset == -1) - throw new RuntimeException("Too big a number"); - currentPos += inoffset; - inlength -= inoffset; - ++counter; - } - return counter; - } - - /** - * Compress an integer array using Simple16 - * - * @param out - * the compressed output - * @param outOffset - * the offset of the output in the number of integers - * @param in - * the integer input array - * @param inOffset - * the offset of the input in the number of integers - * @param n - * the number of elements to be compressed - * @return the number of compressed integers - */ - public static final int compressblock(int[] out, int outOffset, int[] in, - int inOffset, int n) { - int numIdx, j, num, bits; - for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { - out[outOffset] = numIdx << S16_BITSSIZE; - num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; - - for (j = 0, bits = 0; (j < num) - && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { - out[outOffset] |= (in[inOffset + j] << bits); - bits += S16_BITS[numIdx][j]; - j++; - } - - if (j == num) { - return num; - } - } - - return -1; - } - - protected static final int fakecompressblock(int[] in, int inOffset, int n) { - int numIdx, j, num; - for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { - num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; - - for (j = 0; (j < num) - && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { - j++; - } - - if (j == num) { - return num; - } - } - - return -1; - } - - /** - * Decompress an integer array using Simple16 - * - * @param out - * the decompressed output - * @param outOffset - * the offset of the output in the number of integers - * @param in - * the compressed input array - * @param inOffset - * the offset of the input in the number of integers - * @param n - * the number of elements to be compressed - * @return the number of processed integers - */ - public static final int decompressblock(int[] out, int outOffset, int[] in, - int inOffset, int n) { - int numIdx, j = 0, bits = 0; - numIdx = in[inOffset] >>> S16_BITSSIZE; - int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; - for (j = 0, bits = 0; j < num; j++) { - out[outOffset + j] = (in[inOffset] >>> bits) - & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); - bits += S16_BITS[numIdx][j]; - } - return num; - } - - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos, int num) { - int i_inpos = inpos.get(); - int i_outpos = outpos.get(); - final int finalpos = i_inpos + inlength; - while (i_inpos < finalpos) { - final int howmany = decompressblock(out, i_outpos, in, i_inpos, num); - num -= howmany; - i_outpos += howmany; - i_inpos++; - } - inpos.set(i_inpos); - outpos.set(i_outpos); - } - - /** - * Uncompress data from an array to another array. - * - * Both inpos and outpos parameters are modified to indicate new positions - * after read/write. - * - * @param in - * array containing data in compressed form - * @param tmpinpos - * where to start reading in the array - * @param inlength - * length of the compressed data (ignored by some schemes) - * @param out - * array where to write the compressed output - * @param currentPos - * where to write the compressed output in out - * @param outlength - * number of integers we want to decode - */ - public static void uncompress(int[] in, int tmpinpos, int inlength, - int[] out, int currentPos, int outlength) { - final int finalpos = tmpinpos + inlength; - while (tmpinpos < finalpos) { - final int howmany = decompressblock(out, currentPos, in, tmpinpos, - outlength); - outlength -= howmany; - currentPos += howmany; - tmpinpos += 1; - } - - } - - private static int[][] shiftme(int[][] x) { - int[][] answer = new int[x.length][]; - for (int k = 0; k < x.length; ++k) { - answer[k] = new int[x[k].length]; - for (int z = 0; z < answer[k].length; ++z) - answer[k][z] = 1 << x[k][z]; - } - return answer; - } - - private static final int S16_NUMSIZE = 16; - private static final int S16_BITSSIZE = 28; - // the possible number of bits used to represent one integer - private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, 6, - 5, 5, 4, 3, 2, 1 }; - // the corresponding number of elements for each value of the number of bits - private static final int[][] S16_BITS = { - { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, - 1, 1, 1, 1, 1, 1 }, - { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, - { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, - { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, - { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, - { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, - { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, - { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, - { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; - private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); - -} diff --git a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java b/src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java deleted file mode 100644 index cdf061f..0000000 --- a/src/main/java/me/lemire/integercompression/skippable/SkippableSimple9.java +++ /dev/null @@ -1,291 +0,0 @@ -/** - * This is code is released under the - * Apache License Version 2.0 http://www.apache.org/licenses/. - * - * (c) Daniel Lemire, http://lemire.me/en/ - */ - -package me.lemire.integercompression.skippable; - -import me.lemire.integercompression.IntWrapper; - -/** - * This is an implementation of the popular Simple9 scheme. It is limited to - * 28-bit integers (between 0 and 2^28-1). - * - * Note that this does not use differential coding: if you are working on sorted - * lists, you must compute the deltas separately. - * - * @author Daniel Lemire - * - */ -public final class SkippableSimple9 implements SkippableIntegerCODEC { - - @Override - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], - IntWrapper outpos) { - int tmpoutpos = outpos.get(); - int currentPos = inpos.get(); - final int finalin = currentPos + inlength; - outer: while (currentPos < finalin - 28) { - mainloop: for (int selector = 0; selector < 8; selector++) { - - int res = 0; - int compressedNum = codeNum[selector]; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (max <= in[currentPos + i]) - continue mainloop; - res = (res << b) + in[currentPos + i]; - } - res |= selector << 28; - out[tmpoutpos++] = res; - currentPos += compressedNum; - continue outer; - } - final int selector = 8; - if (in[currentPos] >= 1 << bitLength[selector]) - throw new RuntimeException("Too big a number"); - out[tmpoutpos++] = in[currentPos++] | (selector << 28); - } - outer: while (currentPos < finalin) { - mainloop: for (int selector = 0; selector < 8; selector++) { - int res = 0; - int compressedNum = codeNum[selector]; - if (finalin <= currentPos + compressedNum - 1) - compressedNum = finalin - currentPos; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (max <= in[currentPos + i]) - continue mainloop; - res = (res << b) + in[currentPos + i]; - } - - if (compressedNum != codeNum[selector]) - res <<= (codeNum[selector] - compressedNum) * b; - res |= selector << 28; - out[tmpoutpos++] = res; - currentPos += compressedNum; - continue outer; - } - final int selector = 8; - // Util.assertTrue(codeNum[selector] == 1); - if (in[currentPos] >= 1 << bitLength[selector]) - throw new RuntimeException("Too big a number"); - out[tmpoutpos++] = in[currentPos++] | (selector << 28); - } - // Util.assertTrue(currentPos == finalin); - inpos.set(currentPos); - outpos.set(tmpoutpos); - } - - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos, int num) { - int currentPos = outpos.get(); - int tmpinpos = inpos.get(); - final int finalout = currentPos + num; - while (currentPos < finalout - 28) { - int val = in[tmpinpos++]; - int header = val >>> 28; - switch (header) { - case 0: { // number : 28, bitwidth : 1 - out[currentPos++] = (val << 4) >>> 31; - out[currentPos++] = (val << 5) >>> 31; - out[currentPos++] = (val << 6) >>> 31; - out[currentPos++] = (val << 7) >>> 31; - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - break; - } - case 1: { // number : 14, bitwidth : 2 - out[currentPos++] = (val << 4) >>> 30; - out[currentPos++] = (val << 6) >>> 30; - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - break; - } - case 2: { // number : 9, bitwidth : 3 - out[currentPos++] = (val << 5) >>> 29; - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - break; - } - case 3: { // number : 7, bitwidth : 4 - out[currentPos++] = (val << 4) >>> 28; - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - break; - } - case 4: { // number : 5, bitwidth : 5 - out[currentPos++] = (val << 7) >>> 27; - out[currentPos++] = (val << 12) >>> 27; - out[currentPos++] = (val << 17) >>> 27; - out[currentPos++] = (val << 22) >>> 27; - out[currentPos++] = (val << 27) >>> 27; - break; - } - case 5: { // number : 4, bitwidth : 7 - out[currentPos++] = (val << 4) >>> 25; - out[currentPos++] = (val << 11) >>> 25; - out[currentPos++] = (val << 18) >>> 25; - out[currentPos++] = (val << 25) >>> 25; - break; - } - case 6: { // number : 3, bitwidth : 9 - out[currentPos++] = (val << 5) >>> 23; - out[currentPos++] = (val << 14) >>> 23; - out[currentPos++] = (val << 23) >>> 23; - break; - } - case 7: { // number : 2, bitwidth : 14 - out[currentPos++] = (val << 4) >>> 18; - out[currentPos++] = (val << 18) >>> 18; - break; - } - case 8: { // number : 1, bitwidth : 28 - out[currentPos++] = (val << 4) >>> 4; - break; - } - default: { - throw new RuntimeException("shouldn't happen"); - } - } - } - while (currentPos < finalout) { - int val = in[tmpinpos++]; - int header = val >>> 28; - switch (header) { - case 0: { // number : 28, bitwidth : 1 - final int howmany = finalout - currentPos; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (k + 4)) >>> 31; - } - break; - } - case 1: { // number : 14, bitwidth : 2 - final int howmany = finalout - currentPos < 14 ? finalout - - currentPos : 14; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (2 * k + 4)) >>> 30; - } - break; - } - case 2: { // number : 9, bitwidth : 3 - final int howmany = finalout - currentPos < 9 ? finalout - - currentPos : 9; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (3 * k + 5)) >>> 29; - } - break; - } - case 3: { // number : 7, bitwidth : 4 - final int howmany = finalout - currentPos < 7 ? finalout - - currentPos : 7; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (4 * k + 4)) >>> 28; - } - break; - } - case 4: { // number : 5, bitwidth : 5 - final int howmany = finalout - currentPos < 5 ? finalout - - currentPos : 5; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (5 * k + 7)) >>> 27; - } - break; - } - case 5: { // number : 4, bitwidth : 7 - final int howmany = finalout - currentPos < 4 ? finalout - - currentPos : 4; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (7 * k + 4)) >>> 25; - } - break; - } - case 6: { // number : 3, bitwidth : 9 - final int howmany = finalout - currentPos < 3 ? finalout - - currentPos : 3; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (9 * k + 5)) >>> 23; - } - break; - } - case 7: { // number : 2, bitwidth : 14 - final int howmany = finalout - currentPos < 2 ? finalout - - currentPos : 2; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (14 * k + 4)) >>> 18; - } - break; - } - case 8: { // number : 1, bitwidth : 28 - out[currentPos++] = (val << 4) >>> 4; - break; - } - default: { - throw new RuntimeException("shouldn't happen"); - } - } - } - outpos.set(currentPos); - inpos.set(tmpinpos); - - } - - private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; - - private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; - - @Override - public String toString() { - return this.getClass().getName(); - } - -} diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 383f407..81a07e9 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -53,6 +53,7 @@ public void varyingLengthTest() { for (int k = 0; k < N; ++k) data[k] = k; for (IntegerCODEC c : codecs) { + System.out.println("[BasicTest.varyingLengthTest] codec = "+c); for (int L = 1; L <= 128; L++) { int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); int[] answer = TestUtils.uncompress(c, comp, L); @@ -80,6 +81,7 @@ public void varyingLengthTest2() { int[] data = new int[N]; data[127] = -1; for (IntegerCODEC c : codecs) { + System.out.println("[BasicTest.varyingLengthTest2] codec = "+c); try { // CODEC Simple9 is limited to "small" integers. if (c.getClass().equals( @@ -374,6 +376,7 @@ private static void test(IntegerCODEC c, IntegerCODEC co, int N, int nbr) { private static void test(int N, int nbr) { ClusteredDataGenerator cdg = new ClusteredDataGenerator(); + System.out.println("[BasicTest.test] N = "+N+" "+nbr); for (int sparsity = 1; sparsity < 31 - nbr; sparsity += 4) { int[][] data = new int[N][]; int max = (1 << (nbr + sparsity)); diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index ee2162d..df081e8 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -2,8 +2,6 @@ import java.util.Arrays; -import me.lemire.integercompression.skippable.*; - import org.junit.Test; @@ -18,11 +16,15 @@ public class SkippableBasicTest { new JustCopy(), new VariableByte(), new SkippableComposition(new BinaryPacking(), new VariableByte()), - new SkippableComposition(new SkippableNewPFD(), new VariableByte()), - new SkippableComposition(new SkippableOptPFD(), new VariableByte()), - new SkippableComposition(new SkippableFastPFOR(), new VariableByte()), - new SkippableSimple9(), - new SkippableSimple16() }; + /* new SkippableComposition(new NewPFD(), new VariableByte()), + new SkippableComposition(new NewPFDS9(), new VariableByte()), + new SkippableComposition(new NewPFDS16(), new VariableByte()), + new SkippableComposition(new OptPFD(), new VariableByte()), + new SkippableComposition(new OptPFDS9(), new VariableByte()), + new SkippableComposition(new OptPFDS16(), new VariableByte()),*/ + new SkippableComposition(new FastPFOR(), new VariableByte()), + new Simple9(), + new Simple16() }; /** * @@ -34,16 +36,17 @@ public void varyingLengthTest() { for (int k = 0; k < N; ++k) data[k] = k; for (SkippableIntegerCODEC c : codecs) { + System.out.println("[SkippeableBasicTest.varyingLengthTest] codec = "+c); for (int L = 1; L <= 128; L++) { - int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); - int[] answer = TestUtils.uncompress(c, comp, L); + int[] comp = TestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompressHeadless(c, comp, L); for (int k = 0; k < L; ++k) if (answer[k] != data[k]) throw new RuntimeException("bug "+c.toString()+" "+k+" "+answer[k]+" "+data[k]); } for (int L = 128; L <= N; L *= 2) { - int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); - int[] answer = TestUtils.uncompress(c, comp, L); + int[] comp = TestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompressHeadless(c, comp, L); for (int k = 0; k < L; ++k) if (answer[k] != data[k]) throw new RuntimeException("bug"); @@ -61,10 +64,12 @@ public void varyingLengthTest2() { int[] data = new int[N]; data[127] = -1; for (SkippableIntegerCODEC c : codecs) { + System.out.println("[SkippeableBasicTest.varyingLengthTest2] codec = "+c); + try { // CODEC Simple9 is limited to "small" integers. if (c.getClass().equals( - Class.forName("me.lemire.integercompression.skippable.SkippableSimple9"))) + Class.forName("me.lemire.integercompression.Simple9"))) continue; } catch (ClassNotFoundException e) { e.printStackTrace(); @@ -72,21 +77,21 @@ public void varyingLengthTest2() { try { // CODEC Simple16 is limited to "small" integers. if (c.getClass().equals( - Class.forName("me.lemire.integercompression.skippable.SkippableSimple16"))) + Class.forName("me.lemire.integercompression.Simple16"))) continue; } catch (ClassNotFoundException e) { e.printStackTrace(); } for (int L = 1; L <= 128; L++) { - int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); - int[] answer = TestUtils.uncompress(c, comp, L); + int[] comp = TestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompressHeadless(c, comp, L); for (int k = 0; k < L; ++k) if (answer[k] != data[k]) throw new RuntimeException("bug at k = "+k+" "+answer[k]+" "+data[k]+" for "+c.toString()); } for (int L = 128; L <= N; L *= 2) { - int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); - int[] answer = TestUtils.uncompress(c, comp, L); + int[] comp = TestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + int[] answer = TestUtils.uncompressHeadless(c, comp, L); for (int k = 0; k < L; ++k) if (answer[k] != data[k]) throw new RuntimeException("bug"); diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index 6403fa6..413654f 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -2,8 +2,6 @@ import java.util.Arrays; -import me.lemire.integercompression.skippable.SkippableIntegerCODEC; - import org.junit.Test; import static org.junit.Assert.*; @@ -109,7 +107,7 @@ protected static int[] uncompress(ByteIntegerCODEC codec, byte[] data, int len) return Arrays.copyOf(outBuf, outPos.get()); } - protected static int[] compress(SkippableIntegerCODEC codec, int[] data) { + protected static int[] compressHeadless(SkippableIntegerCODEC codec, int[] data) { int[] outBuf = new int[data.length * 4]; IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); @@ -117,7 +115,7 @@ protected static int[] compress(SkippableIntegerCODEC codec, int[] data) { return Arrays.copyOf(outBuf, outPos.get()); } - protected static int[] uncompress(SkippableIntegerCODEC codec, int[] data, int len) { + protected static int[] uncompressHeadless(SkippableIntegerCODEC codec, int[] data, int len) { int[] outBuf = new int[len + 1024]; IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); From 9eac6bc85b78a2b58e9469c1d60d5ca39c59f7b3 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 16 Sep 2014 22:30:09 -0400 Subject: [PATCH 037/266] Cleaning up code. --- .../lemire/integercompression/FastPFOR.java | 10 +++---- .../lemire/integercompression/Kamikaze.java | 6 ++-- .../me/lemire/integercompression/NewPFD.java | 21 ++++---------- .../lemire/integercompression/NewPFDS16.java | 27 +++++------------ .../lemire/integercompression/NewPFDS9.java | 29 ++++++------------- .../me/lemire/integercompression/OptPFD.java | 28 +++++------------- .../lemire/integercompression/OptPFDS16.java | 24 +++++---------- .../lemire/integercompression/OptPFDS9.java | 24 +++++---------- .../me/lemire/integercompression/Util.java | 7 ++--- .../differential/IntegratedFastPFOR.java | 6 ++-- 10 files changed, 58 insertions(+), 124 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 0c4ddd2..14e37b5 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -82,7 +82,7 @@ public FastPFOR() { @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.floorBy(inlength, BLOCK_SIZE); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; @@ -158,7 +158,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, int newsize = 2 * (dataPointers[index] + bestbbestcexceptmaxb[1]); // make sure it is a multiple of 32 newsize = Util - .floorBy(newsize + 31, 32); + .greatestMultiple(newsize + 31, 32); dataTobePacked[index] = Arrays.copyOf( dataTobePacked[index], newsize); } @@ -219,7 +219,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); dataPointers = new int[33]; @@ -250,7 +250,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int size = in[inexcept++]; if (dataTobePacked[k].length < size) dataTobePacked[k] = new int[Util - .floorBy(size + 31, 32)]; + .greatestMultiple(size + 31, 32)]; for (int j = 0; j < size; j += 32) { BitPacking.fastunpack(in, inexcept, dataTobePacked[k], j, k); @@ -287,7 +287,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.floorBy(inlength, BLOCK_SIZE); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; out[outpos.get()] = inlength; diff --git a/src/main/java/me/lemire/integercompression/Kamikaze.java b/src/main/java/me/lemire/integercompression/Kamikaze.java index 9f422d8..fd1ac82 100644 --- a/src/main/java/me/lemire/integercompression/Kamikaze.java +++ b/src/main/java/me/lemire/integercompression/Kamikaze.java @@ -18,7 +18,7 @@ public class Kamikaze implements SkippableIntegerCODEC, IntegerCODEC { @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.floorBy(inlength, BLOCK_SIZE); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength > 0) { int[] out2 = PForDelta.compressOneBlockOpt(in, inlength); inpos.add(inlength); @@ -30,7 +30,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out @Override public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { - num = Util.floorBy(num, BLOCK_SIZE); + num = Util.greatestMultiple(num, BLOCK_SIZE); if (num > 0) { int d = PForDelta.decompressOneBlock(out, in, num); inpos.add(d / 32); @@ -46,7 +46,7 @@ public String toString() { @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.floorBy(inlength, BLOCK_SIZE); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; out[outpos.get()] = inlength; diff --git a/src/main/java/me/lemire/integercompression/NewPFD.java b/src/main/java/me/lemire/integercompression/NewPFD.java index 0ea6cc3..ec0adbd 100644 --- a/src/main/java/me/lemire/integercompression/NewPFD.java +++ b/src/main/java/me/lemire/integercompression/NewPFD.java @@ -35,7 +35,6 @@ * @author Daniel Lemire */ public final class NewPFD implements IntegerCODEC,SkippableIntegerCODEC { - final int PageSize; final static int BLOCK_SIZE = 128; int[] exceptbuffer = new int[2 * BLOCK_SIZE]; @@ -44,22 +43,16 @@ public final class NewPFD implements IntegerCODEC,SkippableIntegerCODEC { * Constructor for the NewPFD CODEC. */ public NewPFD() { - PageSize = 65536; } @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.floorBy(inlength, BLOCK_SIZE); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = finalinpos > PageSize + inpos.get() ? PageSize - : (finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } - + encodePage(in, inpos, finalinpos, out, outpos); } protected static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, @@ -136,13 +129,9 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); final int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = finalout > PageSize + outpos.get() ? PageSize - : (finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } + decodePage(in, inpos, out, outpos, finalout); } private void decodePage(int[] in, IntWrapper inpos, int[] out, @@ -173,7 +162,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.floorBy(inlength, BLOCK_SIZE); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; out[outpos.get()] = inlength; diff --git a/src/main/java/me/lemire/integercompression/NewPFDS16.java b/src/main/java/me/lemire/integercompression/NewPFDS16.java index fc6599b..48b3a70 100644 --- a/src/main/java/me/lemire/integercompression/NewPFDS16.java +++ b/src/main/java/me/lemire/integercompression/NewPFDS16.java @@ -34,7 +34,6 @@ * @author Daniel Lemire */ public final class NewPFDS16 implements IntegerCODEC,SkippableIntegerCODEC { - final int PageSize; final static int BLOCK_SIZE= 128; int[] exceptbuffer = new int[2 * BLOCK_SIZE]; @@ -43,31 +42,25 @@ public final class NewPFDS16 implements IntegerCODEC,SkippableIntegerCODEC { * Constructor for the NewPFDS16 CODEC. */ public NewPFDS16() { - PageSize = 65536; } @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = finalinpos > PageSize + inpos.get() ? PageSize - : (finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } - + encodePage(in, inpos, finalinpos, out, outpos); } - protected static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, + private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 20, 32 }; - protected static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, + private static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 }; - protected static void getBestBFromData(int[] in, int pos, + private static void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; @@ -135,13 +128,9 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = finalout > PageSize + outpos.get() ? PageSize - : (finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } + decodePage(in, inpos, out, outpos, finalout); } private void decodePage(int[] in, IntWrapper inpos, int[] out, @@ -172,7 +161,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.floorBy(inlength, BLOCK_SIZE); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; out[outpos.get()] = inlength; diff --git a/src/main/java/me/lemire/integercompression/NewPFDS9.java b/src/main/java/me/lemire/integercompression/NewPFDS9.java index 7a15ed4..89a8b4c 100644 --- a/src/main/java/me/lemire/integercompression/NewPFDS9.java +++ b/src/main/java/me/lemire/integercompression/NewPFDS9.java @@ -33,7 +33,6 @@ * @author Daniel Lemire */ public final class NewPFDS9 implements IntegerCODEC,SkippableIntegerCODEC { - final int PageSize; final static int BLOCK_SIZE = 128; int[] exceptbuffer = new int[2 * BLOCK_SIZE]; @@ -42,31 +41,25 @@ public final class NewPFDS9 implements IntegerCODEC,SkippableIntegerCODEC { * Constructor for the NewPFDS9 CODEC. */ public NewPFDS9() { - PageSize = 65536; } @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = finalinpos > PageSize + inpos.get() ? PageSize - : (finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } - + encodePage(in, inpos, finalinpos, out, outpos); } - protected static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, + private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 20, 32 }; - protected static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, + private static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 }; - protected static void getBestBFromData(int[] in, int pos, + private static void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; @@ -134,13 +127,9 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); - int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = finalout > PageSize + outpos.get() ? PageSize - : (finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); + final int finalout = outpos.get() + mynvalue; + decodePage(in, inpos, out, outpos, finalout); } private void decodePage(int[] in, IntWrapper inpos, int[] out, @@ -171,7 +160,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.floorBy(inlength, BLOCK_SIZE); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; out[outpos.get()] = inlength; diff --git a/src/main/java/me/lemire/integercompression/OptPFD.java b/src/main/java/me/lemire/integercompression/OptPFD.java index 051b11f..c51545d 100644 --- a/src/main/java/me/lemire/integercompression/OptPFD.java +++ b/src/main/java/me/lemire/integercompression/OptPFD.java @@ -33,41 +33,33 @@ * @author Daniel Lemire */ public final class OptPFD implements IntegerCODEC,SkippableIntegerCODEC { - final int PageSize; final static int BLOCK_SIZE = 128; int[] exceptbuffer = new int[2 * BLOCK_SIZE]; - int[] sillybuffer = new int[2 * BLOCK_SIZE]; - + /** * Constructor for the OptPFD CODEC. */ public OptPFD() { - PageSize = 65536; } @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = finalinpos > PageSize + inpos.get() ? PageSize - : (finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } - + encodePage(in, inpos, finalinpos, out, outpos); } - protected static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, + private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 20, 32 }; - protected static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, + private static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 }; - void getBestBFromData(int[] in, int pos, IntWrapper bestb, + private void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; @@ -152,13 +144,9 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); final int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = finalout > PageSize + outpos.get() ? PageSize - : (finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } + decodePage(in, inpos, out, outpos, finalout); } private void decodePage(int[] in, IntWrapper inpos, int[] out, diff --git a/src/main/java/me/lemire/integercompression/OptPFDS16.java b/src/main/java/me/lemire/integercompression/OptPFDS16.java index 8355a59..13da6bf 100644 --- a/src/main/java/me/lemire/integercompression/OptPFDS16.java +++ b/src/main/java/me/lemire/integercompression/OptPFDS16.java @@ -33,7 +33,6 @@ * @author Daniel Lemire */ public final class OptPFDS16 implements IntegerCODEC,SkippableIntegerCODEC { - final int PageSize; final static int BLOCK_SIZE = 128; int[] exceptbuffer = new int[2 * BLOCK_SIZE]; @@ -41,32 +40,27 @@ public final class OptPFDS16 implements IntegerCODEC,SkippableIntegerCODEC { * Constructor for the OptPFDS16 CODEC. */ public OptPFDS16() { - PageSize = 65536; } @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = finalinpos > PageSize + inpos.get() ? PageSize - : (finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } + encodePage(in, inpos, finalinpos, out, outpos); } - protected static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, + private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 20, 32 }; - protected static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, + private static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 }; - protected void getBestBFromData(int[] in, int pos, IntWrapper bestb, + private void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; @@ -150,13 +144,9 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); final int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = finalout > PageSize + outpos.get() ? PageSize - : (finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } + decodePage(in, inpos, out, outpos, finalout); } private void decodePage(int[] in, IntWrapper inpos, int[] out, diff --git a/src/main/java/me/lemire/integercompression/OptPFDS9.java b/src/main/java/me/lemire/integercompression/OptPFDS9.java index 6b890aa..64981ef 100644 --- a/src/main/java/me/lemire/integercompression/OptPFDS9.java +++ b/src/main/java/me/lemire/integercompression/OptPFDS9.java @@ -33,7 +33,6 @@ * @author Daniel Lemire */ public final class OptPFDS9 implements IntegerCODEC, SkippableIntegerCODEC { - final int PageSize; final static int BLOCK_SIZE = 128; int[] exceptbuffer = new int[2 * BLOCK_SIZE]; @@ -41,32 +40,27 @@ public final class OptPFDS9 implements IntegerCODEC, SkippableIntegerCODEC { * Constructor for the OptPFDS9 CODEC. */ public OptPFDS9() { - PageSize = 65536; } @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / BLOCK_SIZE * BLOCK_SIZE; + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = finalinpos > PageSize + inpos.get() ? PageSize - : (finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } + encodePage(in, inpos, finalinpos, out, outpos); } - protected static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, + private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 20, 32 }; - protected static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, + private static final int[] invbits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 }; - protected void getBestBFromData(int[] in, int pos, IntWrapper bestb, + private void getBestBFromData(int[] in, int pos, IntWrapper bestb, IntWrapper bestexcept) { final int mb = Util.maxbits(in, pos, BLOCK_SIZE); int mini = 0; @@ -150,13 +144,9 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - mynvalue = Util.floorBy(mynvalue, BLOCK_SIZE); + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); final int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = finalout > PageSize + outpos.get() ? PageSize - : (finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } + decodePage(in, inpos, out, outpos, finalout); } private void decodePage(int[] in, IntWrapper inpos, int[] out, diff --git a/src/main/java/me/lemire/integercompression/Util.java b/src/main/java/me/lemire/integercompression/Util.java index 573c829..aa19ca4 100644 --- a/src/main/java/me/lemire/integercompression/Util.java +++ b/src/main/java/me/lemire/integercompression/Util.java @@ -101,14 +101,13 @@ public static int bits(int i) { } /** - * return floor(value / factor) + * return floor(value / factor) * factor * * @param value numerator * @param factor denominator - * @return result of the division + * @return greatest multiple of factor no larger than value */ - public static int floorBy(int value, int factor) { - + public static int greatestMultiple(int value, int factor) { return value - value % factor; } } diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java b/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java index 4af2f0a..a770226 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java @@ -98,7 +98,7 @@ public IntegratedFastPFOR() { @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.floorBy(inlength, 128); + inlength = Util.greatestMultiple(inlength, 128); if (inlength == 0) return; @@ -182,7 +182,7 @@ private void encodePage(int[] constin, IntWrapper constinpos, int newsize = 2 * (dataPointers[index] + bestbbestcexceptmaxb[1]); // make sure it is a multiple of 32 newsize = Util - .floorBy(newsize + 31, 32); + .greatestMultiple(newsize + 31, 32); dataTobePacked[index] = Arrays.copyOf( dataTobePacked[index], newsize); } @@ -276,7 +276,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int size = in[inexcept++]; if (dataTobePacked[k].length < size) dataTobePacked[k] = new int[Util - .floorBy(size + 31, 32)]; + .greatestMultiple(size + 31, 32)]; for (int j = 0; j < size; j += 32) { BitPacking.fastunpack(in, inexcept, dataTobePacked[k], j, k); From 193e4116358b0ec36204102dbbbde7dd97ceffe3 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 17 Sep 2014 16:10:02 -0400 Subject: [PATCH 038/266] Still buggy... --- README.md | 2 +- .../integercompression/VariableByte.java | 14 +- .../benchmarktools/BenchmarkSkippable.java | 423 ++++++++++++++++++ .../SkippableBasicTest.java | 43 +- 4 files changed, 470 insertions(+), 12 deletions(-) create mode 100644 src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java diff --git a/README.md b/README.md index 0e1844d..200d33f 100644 --- a/README.md +++ b/README.md @@ -86,6 +86,7 @@ Main contributors * Muraoka Taro, https://github.com/koron with contributions by +* the Terrier team (Matteo Catena, Craig Macdonald and Iadh Ounis) * Di Wu, http://www.facebook.com/diwu1989 * Stefan Ackermann, https://github.com/Stivo * Samit Roy, https://github.com/roysamit @@ -155,7 +156,6 @@ This library was a key ingredient in the best paper at ECIR 2014 : Matteo Catena, Craig Macdonald, Iadh Ounis, On Inverted Index Compression for Search Engine Efficiency, Lecture Notes in Computer Science 8416 (ECIR 2014), 2014. http://dx.doi.org/10.1007/978-3-319-06028-6_30 - We wrote a research paper which documents many of the CODECs implemented here: Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second through vectorization, Software Pratice & Experience (to appear) diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 73719e9..63de721 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -123,10 +123,8 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, val = in[p]; int c = (byte) (val >>> s); s += 8; - if (s == 32) { - s = 0; - p++; - } + p += s>>5; + s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { out[tmpoutpos++] = v; @@ -190,10 +188,8 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o val = in[p]; int c = (byte) (val >>> s); s += 8; - if (s == 32) { - s = 0; - p++; - } + p += s>>5; + s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { out[tmpoutpos++] = v; @@ -203,7 +199,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o shift += 7; } outpos.set(tmpoutpos); - inpos.add(inlength); + inpos.set(p + (s!=0 ? 1 : 0)); } } diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java new file mode 100644 index 0000000..c14adb1 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -0,0 +1,423 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.integercompression.benchmarktools; + +import com.kamikaze.pfordelta.PForDelta; + +import me.lemire.integercompression.BinaryPacking; +import me.lemire.integercompression.ByteIntegerCODEC; +import me.lemire.integercompression.Composition; +import me.lemire.integercompression.DeltaZigzagBinaryPacking; +import me.lemire.integercompression.DeltaZigzagVariableByte; +import me.lemire.integercompression.FastPFOR; +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.IntegerCODEC; +import me.lemire.integercompression.JustCopy; +import me.lemire.integercompression.NewPFD; +import me.lemire.integercompression.NewPFDS16; +import me.lemire.integercompression.NewPFDS9; +import me.lemire.integercompression.OptPFD; +import me.lemire.integercompression.OptPFDS16; +import me.lemire.integercompression.OptPFDS9; +import me.lemire.integercompression.Simple16; +import me.lemire.integercompression.Simple9; +import me.lemire.integercompression.SkippableComposition; +import me.lemire.integercompression.SkippableIntegerCODEC; +import me.lemire.integercompression.VariableByte; +import me.lemire.integercompression.differential.Delta; +import me.lemire.integercompression.differential.IntegratedBinaryPacking; +import me.lemire.integercompression.differential.IntegratedByteIntegerCODEC; +import me.lemire.integercompression.differential.IntegratedComposition; +import me.lemire.integercompression.differential.IntegratedFastPFOR; +import me.lemire.integercompression.differential.IntegratedIntegerCODEC; +import me.lemire.integercompression.differential.IntegratedVariableByte; +import me.lemire.integercompression.differential.XorBinaryPacking; +import me.lemire.integercompression.synth.ClusteredDataGenerator; + +import java.io.File; +import java.io.FileNotFoundException; +import java.io.PrintWriter; +import java.text.DecimalFormat; +import java.util.ArrayList; +import java.util.Arrays; + +/** + * + * Simple class meant to compare the speed of different schemes. + * + * @author Daniel Lemire + * + */ +public class BenchmarkSkippable { + + private static int compressWithSkipTable(SkippableIntegerCODEC c, int[] data, int[] output, IntWrapper outpos, int[] metadata, int blocksize) { + int metapos = 0; + metadata[metapos++] = data.length; + IntWrapper inpos = new IntWrapper(); + int initvalue = 0; + while(inpos.get() < data.length) { + metadata[metapos++] = outpos.get(); + metadata[metapos++] = initvalue; + if (!(c instanceof IntegratedIntegerCODEC)) { + int size = blocksize > data.length - inpos.get() ? data.length - inpos.get() : blocksize; + initvalue = Delta.delta(data,inpos.get(),size,initvalue); + } + c.headlessCompress(data, inpos, blocksize, output, outpos); + } + return metapos; + } + private static int decompressFromSkipTable(SkippableIntegerCODEC c, int[] compressed, IntWrapper compressedpos, int[] metadata, int blocksize, int[] data) { + int metapos = 0; + int length = metadata[metapos++]; + IntWrapper uncomppos = new IntWrapper(); + while(uncomppos.get() < length) { + int num = blocksize; + if(num > length - uncomppos.get()) num = length - uncomppos.get(); + int location = metadata[metapos++]; + int initvalue = metadata[metapos++]; + int outputlocation = uncomppos.get(); + if(location != compressedpos.get()) throw new RuntimeException("Bug "+location+" "+compressedpos.get()); + c.headlessUncompress(compressed, compressedpos, compressed.length - uncomppos.get(), data, uncomppos, num); + if (!(c instanceof IntegratedIntegerCODEC)) { + initvalue = Delta.fastinverseDelta(data, outputlocation, num, initvalue); + } + } + return length; + } + + /** + * Standard benchmark + * + * @param csvLog + * Writer for CSV log. + * @param c + * the codec + * @param data + * arrays of input data + * @param repeat + * How many times to repeat the test + * @param verbose + * whether to output result on screen + */ + private static void testCodec(PrintWriter csvLog, int sparsity, + SkippableIntegerCODEC c, int[][] data, int repeat, boolean verbose) { + if (verbose) { + System.out.println("# " + c.toString()); + System.out + .println("# bits per int, compress speed (mis), decompression speed (mis) "); + } + + int N = data.length; + + int totalSize = 0; + int maxLength = 0; + for (int k = 0; k < N; ++k) { + totalSize += data[k].length; + if (data[k].length > maxLength) { + maxLength = data[k].length; + } + } + + // 4x + 1024 to account for the possibility of some negative + // compression. + int[] compressBuffer = new int[4 * maxLength + 1024]; + int[] decompressBuffer = new int[maxLength + 1024]; + int[] metadataBuffer = new int[maxLength]; + final int blocksize = 1024; + + // These variables hold time in microseconds (10^-6). + double compressTime = 0; + double decompressTime = 0; + final int times = 5; + + int size = 0; + + for (int r = 0; r < repeat; ++r) { + size = 0; + for (int k = 0; k < N; ++k) { + int[] backupdata = Arrays.copyOf(data[k], + data[k].length); + + // compress data. + long beforeCompress = System.nanoTime() / 1000; + IntWrapper outpos = new IntWrapper(); + compressWithSkipTable(c, backupdata, compressBuffer, outpos, metadataBuffer,blocksize ); + long afterCompress = System.nanoTime() / 1000; + + // measure time of compression. + compressTime += afterCompress - beforeCompress; + final int thiscompsize = outpos.get(); + size += thiscompsize; + // dry run + int volume = 0; + { + IntWrapper compressedpos = new IntWrapper(0); + volume = decompressFromSkipTable(c, compressBuffer, compressedpos, metadataBuffer, blocksize, decompressBuffer); + } + // extract (uncompress) data + long beforeDecompress = System.nanoTime() / 1000; + for(int t = 0; t maxlength) + maxlength = data[k].length; + } + int[] buffer = new int[maxlength + 1024]; + /* + * 4x + 1024 to account for the possibility of some negative + * compression + */ + int size = 0; + int comptime = 0; + long decomptime = 0; + for (int r = 0; r < repeat; ++r) { + size = 0; + for (int k = 0; k < N; ++k) { + int outpos = 0; + int[] backupdata = Arrays.copyOf(data[k], + data[k].length); + // + bef = System.nanoTime() / 1000; + Delta.delta(backupdata); + ArrayList dataout = new ArrayList( + data[k].length / 128); + for (int K = 0; K < data[k].length; K += 128) { + final int[] compressedbuf = PForDelta + .compressOneBlockOpt(Arrays + .copyOfRange( + backupdata, K, + K + 128), 128); + dataout.add(compressedbuf); + outpos += compressedbuf.length; + } + aft = System.nanoTime() / 1000; + // + comptime += aft - bef; + final int thiscompsize = outpos; + size += thiscompsize; + // + bef = System.nanoTime() / 1000; + ArrayList datauncomp = new ArrayList( + dataout.size()); + int deltaoffset = 0; + + for (int[] compbuf : dataout) { + int[] tmpbuf = new int[128]; + PForDelta.decompressOneBlock(tmpbuf, + compbuf, 128); + tmpbuf[0] += deltaoffset; + Delta.fastinverseDelta(tmpbuf); + deltaoffset = tmpbuf[127]; + datauncomp.add(tmpbuf); + } + aft = System.nanoTime() / 1000; + // + decomptime += aft - bef; + if (datauncomp.size() * 128 != data[k].length) + throw new RuntimeException( + "we have a bug (diff length) " + + " expected " + + data[k].length + + " got " + + datauncomp.size() + * 128); + for (int m = 0; m < data[k].length; ++m) + if (datauncomp.get(m / 128)[m % 128] != data[k][m]) { + throw new RuntimeException( + "we have a bug (actual difference), expected " + + data[k][m] + + " found " + + buffer[m] + + " at " + m); + } + + } + } + + line += "\t" + df.format(size * 32.0 / totalsize); + line += "\t" + dfspeed.format(totalsize * repeat / (comptime)); + line += "\t" + + dfspeed.format(totalsize * repeat / (decomptime)); + if (verbose) + System.out.println(line); + } + + /** + * Generate test data. + * + * @param N + * How many input arrays to generate + * @param nbr + * How big (in log2) should the arrays be + * @param sparsity + * How sparse test data generated + */ + private static int[][] generateTestData(ClusteredDataGenerator dataGen, + int N, int nbr, int sparsity) { + final int[][] data = new int[N][]; + final int dataSize = (1 << (nbr + sparsity)); + for (int i = 0; i < N; ++i) { + data[i] = dataGen.generateClustered((1 << nbr), + dataSize); + } + return data; + } + static SkippableIntegerCODEC[] codecs = { + new JustCopy(), + new VariableByte(), + new SkippableComposition(new BinaryPacking(), new VariableByte()), + new SkippableComposition(new NewPFD(), new VariableByte()), + new SkippableComposition(new NewPFDS9(), new VariableByte()), + new SkippableComposition(new NewPFDS16(), new VariableByte()), + new SkippableComposition(new OptPFD(), new VariableByte()), + new SkippableComposition(new OptPFDS9(), new VariableByte()), + new SkippableComposition(new OptPFDS16(), new VariableByte()), + new SkippableComposition(new FastPFOR(), new VariableByte()), + new Simple9(), + new Simple16() }; + /** + * Generates data and calls other tests. + * + * @param csvLog + * Writer for CSV log. + * @param N + * How many input arrays to generate + * @param nbr + * how big (in log2) should the arrays be + * @param repeat + * How many times should we repeat tests. + */ + private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { + csvLog.format("\"Algorithm\",\"Sparsity\",\"Bits per int\",\"Compress speed (MiS)\",\"Decompress speed (MiS)\"\n"); + ClusteredDataGenerator cdg = new ClusteredDataGenerator(); + final int max_sparsity = 31 - nbr; + for (int sparsity = 1; sparsity < max_sparsity; ++sparsity) { + System.out.println("# sparsity " + sparsity); + System.out.println("# generating random data..."); + int[][] data = generateTestData(cdg, N, nbr, sparsity); + System.out.println("# generating random data... ok."); + for(SkippableIntegerCODEC c : codecs) { + testCodec(csvLog, sparsity, c, data, sparsity, false); + testCodec(csvLog, sparsity, c, data, sparsity, false); + testCodec(csvLog, sparsity, c, data, sparsity, true); + } + + + } + } +} diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index df081e8..ee44bc1 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -16,16 +16,55 @@ public class SkippableBasicTest { new JustCopy(), new VariableByte(), new SkippableComposition(new BinaryPacking(), new VariableByte()), - /* new SkippableComposition(new NewPFD(), new VariableByte()), + new SkippableComposition(new NewPFD(), new VariableByte()), new SkippableComposition(new NewPFDS9(), new VariableByte()), new SkippableComposition(new NewPFDS16(), new VariableByte()), new SkippableComposition(new OptPFD(), new VariableByte()), new SkippableComposition(new OptPFDS9(), new VariableByte()), - new SkippableComposition(new OptPFDS16(), new VariableByte()),*/ + new SkippableComposition(new OptPFDS16(), new VariableByte()), new SkippableComposition(new FastPFOR(), new VariableByte()), new Simple9(), new Simple16() }; + + /** + * + */ + @Test + public void consistentTest() { + int N = 4096; + int[] data = new int[N]; + int[] rev = new int[N]; + for (int k = 0; k < N; ++k) + data[k] = k % 128; + for (SkippableIntegerCODEC c : codecs) { + System.out.println("[SkippeableBasicTest.consistentTest] codec = " + + c); + int[] outBuf = new int[N + 1024]; + for (int n = 0; n <= N; ++n) { + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + c.headlessCompress(data, inPos, n, outBuf, outPos); + + IntWrapper inPoso = new IntWrapper(); + IntWrapper outPoso = new IntWrapper(); + c.headlessUncompress(outBuf, inPoso, outPos.get(), rev, + outPoso, n); + if (outPoso.get() != n) { + throw new RuntimeException("bug "+n); + } + if (inPoso.get() != outPos.get()) { + throw new RuntimeException("bug "+n+" "+inPoso.get()+" "+outPos.get()); + } + for (int j = 0; j < n; ++j) + if (data[j] != rev[j]) { + throw new RuntimeException("bug"); + } + } + } + } + + /** * */ From 3fe4aa52c386128ab2121c32c25076d229f49eb9 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 17 Sep 2014 16:43:18 -0400 Subject: [PATCH 039/266] Fixed remaining issues. --- .../java/me/lemire/integercompression/BinaryPacking.java | 9 +++++---- src/main/java/me/lemire/integercompression/NewPFD.java | 6 ++---- .../java/me/lemire/integercompression/NewPFDS16.java | 6 ++---- src/main/java/me/lemire/integercompression/NewPFDS9.java | 6 ++---- src/main/java/me/lemire/integercompression/OptPFD.java | 6 ++---- .../java/me/lemire/integercompression/OptPFDS16.java | 6 ++---- src/main/java/me/lemire/integercompression/OptPFDS9.java | 7 ++----- 7 files changed, 17 insertions(+), 29 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/BinaryPacking.java b/src/main/java/me/lemire/integercompression/BinaryPacking.java index 6377c25..9d68d2e 100644 --- a/src/main/java/me/lemire/integercompression/BinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/BinaryPacking.java @@ -37,11 +37,12 @@ * @author Daniel Lemire */ public final class BinaryPacking implements IntegerCODEC, SkippableIntegerCODEC { - + final static int BLOCK_SIZE = 128; + @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / 128 * 128; + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; out[outpos.get()] = inlength; @@ -52,7 +53,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = inlength / 128 * 128; + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); int tmpoutpos = outpos.get(); for (int s = inpos.get(); s < inpos.get() + inlength; s += 32 * 4) { final int mbits1 = Util.maxbits(in, s, 32); @@ -91,7 +92,7 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, @Override public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { - final int outlength = num / 128 * 128; + final int outlength = Util.greatestMultiple(num, BLOCK_SIZE); int tmpinpos = inpos.get(); for (int s = outpos.get(); s < outpos.get() + outlength; s += 32 * 4) { final int mbits1 = (in[tmpinpos] >>> 24); diff --git a/src/main/java/me/lemire/integercompression/NewPFD.java b/src/main/java/me/lemire/integercompression/NewPFD.java index ec0adbd..6dd01aa 100644 --- a/src/main/java/me/lemire/integercompression/NewPFD.java +++ b/src/main/java/me/lemire/integercompression/NewPFD.java @@ -51,8 +51,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; - final int finalinpos = inpos.get() + inlength; - encodePage(in, inpos, finalinpos, out, outpos); + encodePage(in, inpos, inlength, out, outpos); } protected static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, @@ -130,8 +129,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); - final int finalout = outpos.get() + mynvalue; - decodePage(in, inpos, out, outpos, finalout); + decodePage(in, inpos, out, outpos, mynvalue); } private void decodePage(int[] in, IntWrapper inpos, int[] out, diff --git a/src/main/java/me/lemire/integercompression/NewPFDS16.java b/src/main/java/me/lemire/integercompression/NewPFDS16.java index 48b3a70..98370d2 100644 --- a/src/main/java/me/lemire/integercompression/NewPFDS16.java +++ b/src/main/java/me/lemire/integercompression/NewPFDS16.java @@ -50,8 +50,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; - final int finalinpos = inpos.get() + inlength; - encodePage(in, inpos, finalinpos, out, outpos); + encodePage(in, inpos, inlength, out, outpos); } private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, @@ -129,8 +128,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); - int finalout = outpos.get() + mynvalue; - decodePage(in, inpos, out, outpos, finalout); + decodePage(in, inpos, out, outpos, mynvalue); } private void decodePage(int[] in, IntWrapper inpos, int[] out, diff --git a/src/main/java/me/lemire/integercompression/NewPFDS9.java b/src/main/java/me/lemire/integercompression/NewPFDS9.java index 89a8b4c..c8389c1 100644 --- a/src/main/java/me/lemire/integercompression/NewPFDS9.java +++ b/src/main/java/me/lemire/integercompression/NewPFDS9.java @@ -49,8 +49,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; - final int finalinpos = inpos.get() + inlength; - encodePage(in, inpos, finalinpos, out, outpos); + encodePage(in, inpos, inlength, out, outpos); } private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, @@ -128,8 +127,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); - final int finalout = outpos.get() + mynvalue; - decodePage(in, inpos, out, outpos, finalout); + decodePage(in, inpos, out, outpos, mynvalue); } private void decodePage(int[] in, IntWrapper inpos, int[] out, diff --git a/src/main/java/me/lemire/integercompression/OptPFD.java b/src/main/java/me/lemire/integercompression/OptPFD.java index c51545d..8c90586 100644 --- a/src/main/java/me/lemire/integercompression/OptPFD.java +++ b/src/main/java/me/lemire/integercompression/OptPFD.java @@ -49,8 +49,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; - final int finalinpos = inpos.get() + inlength; - encodePage(in, inpos, finalinpos, out, outpos); + encodePage(in, inpos, inlength, out, outpos); } private static final int[] bits = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, @@ -145,8 +144,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); - final int finalout = outpos.get() + mynvalue; - decodePage(in, inpos, out, outpos, finalout); + decodePage(in, inpos, out, outpos, mynvalue); } private void decodePage(int[] in, IntWrapper inpos, int[] out, diff --git a/src/main/java/me/lemire/integercompression/OptPFDS16.java b/src/main/java/me/lemire/integercompression/OptPFDS16.java index 13da6bf..8574b10 100644 --- a/src/main/java/me/lemire/integercompression/OptPFDS16.java +++ b/src/main/java/me/lemire/integercompression/OptPFDS16.java @@ -49,8 +49,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; - final int finalinpos = inpos.get() + inlength; - encodePage(in, inpos, finalinpos, out, outpos); + encodePage(in, inpos, inlength, out, outpos); } @@ -145,8 +144,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); - final int finalout = outpos.get() + mynvalue; - decodePage(in, inpos, out, outpos, finalout); + decodePage(in, inpos, out, outpos, mynvalue); } private void decodePage(int[] in, IntWrapper inpos, int[] out, diff --git a/src/main/java/me/lemire/integercompression/OptPFDS9.java b/src/main/java/me/lemire/integercompression/OptPFDS9.java index 64981ef..34f4206 100644 --- a/src/main/java/me/lemire/integercompression/OptPFDS9.java +++ b/src/main/java/me/lemire/integercompression/OptPFDS9.java @@ -48,9 +48,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; - - final int finalinpos = inpos.get() + inlength; - encodePage(in, inpos, finalinpos, out, outpos); + encodePage(in, inpos, inlength, out, outpos); } @@ -145,8 +143,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); - final int finalout = outpos.get() + mynvalue; - decodePage(in, inpos, out, outpos, finalout); + decodePage(in, inpos, out, outpos, mynvalue); } private void decodePage(int[] in, IntWrapper inpos, int[] out, From bea8a0c24a8c446b1300d3aaeec0b81082dbcc00 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 17 Sep 2014 19:09:21 -0400 Subject: [PATCH 040/266] Skippable integrated binary packing. --- .../benchmarktools/BenchmarkSkippable.java | 587 ++++++++---------- .../differential/IntegratedBinaryPacking.java | 259 +++++--- .../differential/IntegratedComposition.java | 2 +- .../differential/IntegratedVariableByte.java | 82 ++- .../SkippableIntegratedComposition.java | 73 +++ .../SkippableIntegratedIntegerCODEC.java | 73 +++ 6 files changed, 645 insertions(+), 431 deletions(-) create mode 100644 src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java create mode 100644 src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index c14adb1..8db991f 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -6,16 +6,9 @@ */ package me.lemire.integercompression.benchmarktools; -import com.kamikaze.pfordelta.PForDelta; - import me.lemire.integercompression.BinaryPacking; -import me.lemire.integercompression.ByteIntegerCODEC; -import me.lemire.integercompression.Composition; -import me.lemire.integercompression.DeltaZigzagBinaryPacking; -import me.lemire.integercompression.DeltaZigzagVariableByte; import me.lemire.integercompression.FastPFOR; import me.lemire.integercompression.IntWrapper; -import me.lemire.integercompression.IntegerCODEC; import me.lemire.integercompression.JustCopy; import me.lemire.integercompression.NewPFD; import me.lemire.integercompression.NewPFDS16; @@ -30,19 +23,14 @@ import me.lemire.integercompression.VariableByte; import me.lemire.integercompression.differential.Delta; import me.lemire.integercompression.differential.IntegratedBinaryPacking; -import me.lemire.integercompression.differential.IntegratedByteIntegerCODEC; -import me.lemire.integercompression.differential.IntegratedComposition; -import me.lemire.integercompression.differential.IntegratedFastPFOR; -import me.lemire.integercompression.differential.IntegratedIntegerCODEC; import me.lemire.integercompression.differential.IntegratedVariableByte; -import me.lemire.integercompression.differential.XorBinaryPacking; +import me.lemire.integercompression.differential.SkippableIntegratedComposition; +import me.lemire.integercompression.differential.SkippableIntegratedIntegerCODEC; import me.lemire.integercompression.synth.ClusteredDataGenerator; import java.io.File; import java.io.FileNotFoundException; import java.io.PrintWriter; -import java.text.DecimalFormat; -import java.util.ArrayList; import java.util.Arrays; /** @@ -53,371 +41,300 @@ * */ public class BenchmarkSkippable { - - private static int compressWithSkipTable(SkippableIntegerCODEC c, int[] data, int[] output, IntWrapper outpos, int[] metadata, int blocksize) { + + private static int compressWithSkipTable(Object c, int[] data, + int[] output, IntWrapper outpos, int[] metadata, int blocksize) { int metapos = 0; metadata[metapos++] = data.length; IntWrapper inpos = new IntWrapper(); int initvalue = 0; - while(inpos.get() < data.length) { + IntWrapper ival = new IntWrapper(initvalue); + while (inpos.get() < data.length) { metadata[metapos++] = outpos.get(); metadata[metapos++] = initvalue; - if (!(c instanceof IntegratedIntegerCODEC)) { - int size = blocksize > data.length - inpos.get() ? data.length - inpos.get() : blocksize; - initvalue = Delta.delta(data,inpos.get(),size,initvalue); + if (c instanceof SkippableIntegerCODEC) { + int size = blocksize > data.length - inpos.get() ? data.length + - inpos.get() : blocksize; + initvalue = Delta.delta(data, inpos.get(), size, initvalue); + + ((SkippableIntegerCODEC) c).headlessCompress(data, inpos, + blocksize, output, outpos); + } else if (c instanceof SkippableIntegratedIntegerCODEC) { + ival.set(initvalue); + ((SkippableIntegratedIntegerCODEC) c).headlessCompress(data, + inpos, blocksize, output, outpos, ival); + initvalue = ival.get(); + } else { + throw new RuntimeException("Unrecognized codec " + c); } - c.headlessCompress(data, inpos, blocksize, output, outpos); } return metapos; } - private static int decompressFromSkipTable(SkippableIntegerCODEC c, int[] compressed, IntWrapper compressedpos, int[] metadata, int blocksize, int[] data) { + + private static int decompressFromSkipTable(Object c, int[] compressed, + IntWrapper compressedpos, int[] metadata, int blocksize, int[] data) { int metapos = 0; int length = metadata[metapos++]; IntWrapper uncomppos = new IntWrapper(); - while(uncomppos.get() < length) { + IntWrapper ival = new IntWrapper(); + while (uncomppos.get() < length) { int num = blocksize; - if(num > length - uncomppos.get()) num = length - uncomppos.get(); + if (num > length - uncomppos.get()) + num = length - uncomppos.get(); int location = metadata[metapos++]; + // System.out.println("location = "+location); int initvalue = metadata[metapos++]; int outputlocation = uncomppos.get(); - if(location != compressedpos.get()) throw new RuntimeException("Bug "+location+" "+compressedpos.get()); - c.headlessUncompress(compressed, compressedpos, compressed.length - uncomppos.get(), data, uncomppos, num); - if (!(c instanceof IntegratedIntegerCODEC)) { - initvalue = Delta.fastinverseDelta(data, outputlocation, num, initvalue); + if (location != compressedpos.get()) + throw new RuntimeException("Bug " + location + " " + + compressedpos.get()+ " codec "+c); + if (c instanceof SkippableIntegerCODEC) { + ((SkippableIntegerCODEC) c).headlessUncompress(compressed, + compressedpos, compressed.length - uncomppos.get(), + data, uncomppos, num); + initvalue = Delta.fastinverseDelta(data, outputlocation, num, + initvalue); + } else if (c instanceof SkippableIntegratedIntegerCODEC) { + ival.set(initvalue); + ((SkippableIntegratedIntegerCODEC) c).headlessUncompress( + compressed, compressedpos, compressed.length + - uncomppos.get(), data, uncomppos, num, ival); + // System.out.println("compressedpos = "+compressedpos); + + } else { + throw new RuntimeException("Unrecognized codec " + c); } } return length; } - /** - * Standard benchmark - * - * @param csvLog - * Writer for CSV log. - * @param c - * the codec - * @param data - * arrays of input data - * @param repeat - * How many times to repeat the test - * @param verbose - * whether to output result on screen - */ - private static void testCodec(PrintWriter csvLog, int sparsity, - SkippableIntegerCODEC c, int[][] data, int repeat, boolean verbose) { - if (verbose) { - System.out.println("# " + c.toString()); - System.out - .println("# bits per int, compress speed (mis), decompression speed (mis) "); - } - - int N = data.length; + /** + * Standard benchmark + * + * @param csvLog + * Writer for CSV log. + * @param c + * the codec + * @param data + * arrays of input data + * @param repeat + * How many times to repeat the test + * @param verbose + * whether to output result on screen + */ + private static void testCodec(PrintWriter csvLog, int sparsity, Object c, + int[][] data, int repeat, boolean verbose) { + if (verbose) { + System.out.println("# " + c.toString()); + System.out + .println("# bits per int, compress speed (mis), decompression speed (mis) "); + } - int totalSize = 0; - int maxLength = 0; - for (int k = 0; k < N; ++k) { - totalSize += data[k].length; - if (data[k].length > maxLength) { - maxLength = data[k].length; - } - } + int N = data.length; - // 4x + 1024 to account for the possibility of some negative - // compression. - int[] compressBuffer = new int[4 * maxLength + 1024]; - int[] decompressBuffer = new int[maxLength + 1024]; - int[] metadataBuffer = new int[maxLength]; - final int blocksize = 1024; + int totalSize = 0; + int maxLength = 0; + for (int k = 0; k < N; ++k) { + totalSize += data[k].length; + if (data[k].length > maxLength) { + maxLength = data[k].length; + } + } - // These variables hold time in microseconds (10^-6). - double compressTime = 0; - double decompressTime = 0; - final int times = 5; + // 4x + 1024 to account for the possibility of some negative + // compression. + int[] compressBuffer = new int[4 * maxLength + 1024]; + int[] decompressBuffer = new int[maxLength + 1024]; + int[] metadataBuffer = new int[maxLength]; + final int blocksize = 1024; - int size = 0; + // These variables hold time in microseconds (10^-6). + double compressTime = 0; + double decompressTime = 0; + final int times = 5; - for (int r = 0; r < repeat; ++r) { - size = 0; - for (int k = 0; k < N; ++k) { - int[] backupdata = Arrays.copyOf(data[k], - data[k].length); + int size = 0; - // compress data. - long beforeCompress = System.nanoTime() / 1000; - IntWrapper outpos = new IntWrapper(); - compressWithSkipTable(c, backupdata, compressBuffer, outpos, metadataBuffer,blocksize ); - long afterCompress = System.nanoTime() / 1000; + for (int r = 0; r < repeat; ++r) { + size = 0; + for (int k = 0; k < N; ++k) { + int[] backupdata = Arrays.copyOf(data[k], data[k].length); - // measure time of compression. - compressTime += afterCompress - beforeCompress; - final int thiscompsize = outpos.get(); - size += thiscompsize; - // dry run - int volume = 0; - { - IntWrapper compressedpos = new IntWrapper(0); - volume = decompressFromSkipTable(c, compressBuffer, compressedpos, metadataBuffer, blocksize, decompressBuffer); - } - // extract (uncompress) data - long beforeDecompress = System.nanoTime() / 1000; - for(int t = 0; t maxlength) - maxlength = data[k].length; - } - int[] buffer = new int[maxlength + 1024]; - /* - * 4x + 1024 to account for the possibility of some negative - * compression - */ - int size = 0; - int comptime = 0; - long decomptime = 0; - for (int r = 0; r < repeat; ++r) { - size = 0; - for (int k = 0; k < N; ++k) { - int outpos = 0; - int[] backupdata = Arrays.copyOf(data[k], - data[k].length); - // - bef = System.nanoTime() / 1000; - Delta.delta(backupdata); - ArrayList dataout = new ArrayList( - data[k].length / 128); - for (int K = 0; K < data[k].length; K += 128) { - final int[] compressedbuf = PForDelta - .compressOneBlockOpt(Arrays - .copyOfRange( - backupdata, K, - K + 128), 128); - dataout.add(compressedbuf); - outpos += compressedbuf.length; - } - aft = System.nanoTime() / 1000; - // - comptime += aft - bef; - final int thiscompsize = outpos; - size += thiscompsize; - // - bef = System.nanoTime() / 1000; - ArrayList datauncomp = new ArrayList( - dataout.size()); - int deltaoffset = 0; + if (verbose) { + double bitsPerInt = size * 32.0 / totalSize; + long compressSpeed = Math + .round(totalSize * repeat / (compressTime)); + long decompressSpeed = Math.round(totalSize * repeat + / (decompressTime)); + System.out.println(String.format("\t%1$.2f\t%2$d\t%3$d", + bitsPerInt, compressSpeed, decompressSpeed)); + csvLog.format("\"%1$s\",%2$d,%3$.2f,%4$d,%5$d\n", c.toString(), + sparsity, bitsPerInt, compressSpeed, decompressSpeed); + csvLog.flush(); + } + } - for (int[] compbuf : dataout) { - int[] tmpbuf = new int[128]; - PForDelta.decompressOneBlock(tmpbuf, - compbuf, 128); - tmpbuf[0] += deltaoffset; - Delta.fastinverseDelta(tmpbuf); - deltaoffset = tmpbuf[127]; - datauncomp.add(tmpbuf); - } - aft = System.nanoTime() / 1000; - // - decomptime += aft - bef; - if (datauncomp.size() * 128 != data[k].length) - throw new RuntimeException( - "we have a bug (diff length) " - + " expected " - + data[k].length - + " got " - + datauncomp.size() - * 128); - for (int m = 0; m < data[k].length; ++m) - if (datauncomp.get(m / 128)[m % 128] != data[k][m]) { - throw new RuntimeException( - "we have a bug (actual difference), expected " - + data[k][m] - + " found " - + buffer[m] - + " at " + m); - } + /** + * Main method. + * + * @param args + * command-line arguments + * @throws FileNotFoundException + * when we fail to create a new file + */ + public static void main(String args[]) throws FileNotFoundException { + System.out.println("# benchmark based on the ClusterData model from:"); + System.out.println("# Vo Ngoc Anh and Alistair Moffat. "); + System.out.println("# Index compression using 64-bit words."); + System.out + .println("# Softw. Pract. Exper.40, 2 (February 2010), 131-147. "); + System.out.println(); - } - } - - line += "\t" + df.format(size * 32.0 / totalsize); - line += "\t" + dfspeed.format(totalsize * repeat / (comptime)); - line += "\t" - + dfspeed.format(totalsize * repeat / (decomptime)); - if (verbose) - System.out.println(line); + PrintWriter writer = null; + try { + File csvFile = new File(String.format( + "benchmark-%1$tY%1$tm%1$tdT%1$tH%1$tM%1$tS.csv", + System.currentTimeMillis())); + writer = new PrintWriter(csvFile); + System.out.println("# Results will be written into a CSV file: " + + csvFile.getName()); + System.out.println(); + test(writer, 20, 18, 10); + System.out.println(); + System.out.println("Results were written into a CSV file: " + + csvFile.getName()); + } finally { + if (writer != null) { + writer.close(); + } } + } - /** - * Generate test data. - * - * @param N - * How many input arrays to generate - * @param nbr - * How big (in log2) should the arrays be - * @param sparsity - * How sparse test data generated - */ - private static int[][] generateTestData(ClusteredDataGenerator dataGen, - int N, int nbr, int sparsity) { - final int[][] data = new int[N][]; - final int dataSize = (1 << (nbr + sparsity)); - for (int i = 0; i < N; ++i) { - data[i] = dataGen.generateClustered((1 << nbr), - dataSize); - } - return data; + /** + * Generate test data. + * + * @param N + * How many input arrays to generate + * @param nbr + * How big (in log2) should the arrays be + * @param sparsity + * How sparse test data generated + */ + private static int[][] generateTestData(ClusteredDataGenerator dataGen, + int N, int nbr, int sparsity) { + final int[][] data = new int[N][]; + final int dataSize = (1 << (nbr + sparsity)); + for (int i = 0; i < N; ++i) { + data[i] = dataGen.generateClustered((1 << nbr), dataSize); } - static SkippableIntegerCODEC[] codecs = { - new JustCopy(), - new VariableByte(), - new SkippableComposition(new BinaryPacking(), new VariableByte()), - new SkippableComposition(new NewPFD(), new VariableByte()), - new SkippableComposition(new NewPFDS9(), new VariableByte()), - new SkippableComposition(new NewPFDS16(), new VariableByte()), - new SkippableComposition(new OptPFD(), new VariableByte()), - new SkippableComposition(new OptPFDS9(), new VariableByte()), - new SkippableComposition(new OptPFDS16(), new VariableByte()), - new SkippableComposition(new FastPFOR(), new VariableByte()), - new Simple9(), - new Simple16() }; - /** - * Generates data and calls other tests. - * - * @param csvLog - * Writer for CSV log. - * @param N - * How many input arrays to generate - * @param nbr - * how big (in log2) should the arrays be - * @param repeat - * How many times should we repeat tests. - */ - private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { - csvLog.format("\"Algorithm\",\"Sparsity\",\"Bits per int\",\"Compress speed (MiS)\",\"Decompress speed (MiS)\"\n"); - ClusteredDataGenerator cdg = new ClusteredDataGenerator(); - final int max_sparsity = 31 - nbr; - for (int sparsity = 1; sparsity < max_sparsity; ++sparsity) { - System.out.println("# sparsity " + sparsity); - System.out.println("# generating random data..."); - int[][] data = generateTestData(cdg, N, nbr, sparsity); - System.out.println("# generating random data... ok."); - for(SkippableIntegerCODEC c : codecs) { - testCodec(csvLog, sparsity, c, data, sparsity, false); - testCodec(csvLog, sparsity, c, data, sparsity, false); - testCodec(csvLog, sparsity, c, data, sparsity, true); - } + return data; + } + static Object[] codecs = { + new IntegratedBinaryPacking(), + new IntegratedVariableByte(), + new SkippableIntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()), + new JustCopy(), + new VariableByte(), + + new SkippableComposition(new BinaryPacking(), new VariableByte()), + new SkippableComposition(new NewPFD(), new VariableByte()), + new SkippableComposition(new NewPFDS9(), new VariableByte()), + new SkippableComposition(new NewPFDS16(), new VariableByte()), + new SkippableComposition(new OptPFD(), new VariableByte()), + new SkippableComposition(new OptPFDS9(), new VariableByte()), + new SkippableComposition(new OptPFDS16(), new VariableByte()), + new SkippableComposition(new FastPFOR(), new VariableByte()), + new Simple9(), new Simple16() }; + + /** + * Generates data and calls other tests. + * + * @param csvLog + * Writer for CSV log. + * @param N + * How many input arrays to generate + * @param nbr + * how big (in log2) should the arrays be + * @param repeat + * How many times should we repeat tests. + */ + private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { + csvLog.format("\"Algorithm\",\"Sparsity\",\"Bits per int\",\"Compress speed (MiS)\",\"Decompress speed (MiS)\"\n"); + ClusteredDataGenerator cdg = new ClusteredDataGenerator(); + final int max_sparsity = 31 - nbr; + + for (int sparsity = 1; sparsity < max_sparsity; ++sparsity) { + System.out.println("# sparsity " + sparsity); + System.out.println("# generating random data..."); + int[][] data = generateTestData(cdg, N, nbr, sparsity); + System.out.println("# generating random data... ok."); + for (Object c : codecs) { + testCodec(csvLog, sparsity, c, data, repeat, false); + testCodec(csvLog, sparsity, c, data, repeat, false); + testCodec(csvLog, sparsity, c, data, repeat, true); + } - } } + } } diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java index 82f95b2..7c3bbf9 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java @@ -11,119 +11,198 @@ import me.lemire.integercompression.Util; /** - * Scheme based on a commonly used idea: can be extremely fast. + * Scheme based on a commonly used idea: can be extremely fast. * * You should only use this scheme on sorted arrays. Use BinaryPacking if you * have unsorted arrays. * - * It encodes integers in blocks of 128 integers. For arrays containing - * an arbitrary number of integers, you should use it in conjunction - * with another CODEC: + * It encodes integers in blocks of 128 integers. For arrays containing an + * arbitrary number of integers, you should use it in conjunction with another + * CODEC: * - * 
IntegratedIntegerCODEC is = 
+ * 
+ * IntegratedIntegerCODEC is = 
  * new IntegratedComposition(new IntegratedBinaryPacking(), 
- * new IntegratedVariableByte())

+ * new IntegratedVariableByte())
+ *
* *

* For details, please see *

*

* Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second - * through vectorization Software: Practice & Experience - * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract - * http://arxiv.org/abs/1209.2137 + * through vectorization Software: Practice & Experience http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract http://arxiv.org/abs/1209.2137 *

*

- * Daniel Lemire, Leonid Boytsov, Nathan Kurz, - * SIMD Compression and the Intersection of Sorted Integers - * http://arxiv.org/abs/1401.6399 + * Daniel Lemire, Leonid Boytsov, Nathan Kurz, SIMD Compression and the + * Intersection of Sorted Integers http://arxiv.org/abs/1401.6399 *

* * @author Daniel Lemire * */ -public class IntegratedBinaryPacking implements IntegratedIntegerCODEC { +public class IntegratedBinaryPacking implements IntegratedIntegerCODEC, + SkippableIntegratedIntegerCODEC { - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - inlength = inlength / 128 * 128; - if (inlength == 0) - return; - out[outpos.get()] = inlength; - outpos.increment(); - int tmpoutpos = outpos.get(); - int initoffset = 0; - for (int s = inpos.get(); s < inpos.get() + inlength; s += 32 * 4) { - final int mbits1 = Util.maxdiffbits(initoffset, in, s, - 32); - int initoffset2 = in[s + 31]; - final int mbits2 = Util.maxdiffbits(initoffset2, in, - s + 32, 32); - int initoffset3 = in[s + 32 + 31]; - final int mbits3 = Util.maxdiffbits(initoffset3, in, - s + 2 * 32, 32); - int initoffset4 = in[s + 2 * 32 + 31]; - final int mbits4 = Util.maxdiffbits(initoffset4, in, - s + 3 * 32, 32); - out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) - | (mbits3 << 8) | (mbits4); - IntegratedBitPacking.integratedpack(initoffset, in, s, - out, tmpoutpos, mbits1); - tmpoutpos += mbits1; - IntegratedBitPacking.integratedpack(initoffset2, in, - s + 32, out, tmpoutpos, mbits2); - tmpoutpos += mbits2; - IntegratedBitPacking.integratedpack(initoffset3, in, - s + 2 * 32, out, tmpoutpos, mbits3); - tmpoutpos += mbits3; - IntegratedBitPacking.integratedpack(initoffset4, in, - s + 3 * 32, out, tmpoutpos, mbits4); - tmpoutpos += mbits4; - initoffset = in[s + 3 * 32 + 31]; - } - inpos.add(inlength); - outpos.set(tmpoutpos); + static final int BLOCK_SIZE = 128; + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + int tmpoutpos = outpos.get(); + int initoffset = 0; + for (int s = inpos.get(); s < inpos.get() + inlength; s += 32 * 4) { + final int mbits1 = Util.maxdiffbits(initoffset, in, s, 32); + int initoffset2 = in[s + 31]; + final int mbits2 = Util.maxdiffbits(initoffset2, in, s + 32, 32); + int initoffset3 = in[s + 32 + 31]; + final int mbits3 = Util + .maxdiffbits(initoffset3, in, s + 2 * 32, 32); + int initoffset4 = in[s + 2 * 32 + 31]; + final int mbits4 = Util + .maxdiffbits(initoffset4, in, s + 3 * 32, 32); + out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) | (mbits3 << 8) + | (mbits4); + IntegratedBitPacking.integratedpack(initoffset, in, s, out, + tmpoutpos, mbits1); + tmpoutpos += mbits1; + IntegratedBitPacking.integratedpack(initoffset2, in, s + 32, out, + tmpoutpos, mbits2); + tmpoutpos += mbits2; + IntegratedBitPacking.integratedpack(initoffset3, in, s + 2 * 32, + out, tmpoutpos, mbits3); + tmpoutpos += mbits3; + IntegratedBitPacking.integratedpack(initoffset4, in, s + 3 * 32, + out, tmpoutpos, mbits4); + tmpoutpos += mbits4; + initoffset = in[s + 3 * 32 + 31]; + } + inpos.add(inlength); + outpos.set(tmpoutpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + int tmpinpos = inpos.get(); + int initoffset = 0; + for (int s = outpos.get(); s < outpos.get() + outlength; s += 32 * 4) { + final int mbits1 = (in[tmpinpos] >>> 24); + final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; + final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; + final int mbits4 = (in[tmpinpos]) & 0xFF; + ++tmpinpos; + IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, + out, s, mbits1); + tmpinpos += mbits1; + initoffset = out[s + 31]; + IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, + out, s + 32, mbits2); + tmpinpos += mbits2; + initoffset = out[s + 32 + 31]; + IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, + out, s + 2 * 32, mbits3); + tmpinpos += mbits3; + initoffset = out[s + 2 * 32 + 31]; + IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, + out, s + 3 * 32, mbits4); + tmpinpos += mbits4; + initoffset = out[s + 3 * 32 + 31]; } + outpos.add(outlength); + inpos.set(tmpinpos); + } - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - final int outlength = in[inpos.get()]; - inpos.increment(); - int tmpinpos = inpos.get(); - int initoffset = 0; - for (int s = outpos.get(); s < outpos.get() + outlength; s += 32 * 4) { - final int mbits1 = (in[tmpinpos] >>> 24); - final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; - final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; - final int mbits4 = (in[tmpinpos]) & 0xFF; - ++tmpinpos; - IntegratedBitPacking.integratedunpack(initoffset, in, - tmpinpos, out, s, mbits1); - tmpinpos += mbits1; - initoffset = out[s + 31]; - IntegratedBitPacking.integratedunpack(initoffset, in, - tmpinpos, out, s + 32, mbits2); - tmpinpos += mbits2; - initoffset = out[s + 32 + 31]; - IntegratedBitPacking.integratedunpack(initoffset, in, - tmpinpos, out, s + 2 * 32, mbits3); - tmpinpos += mbits3; - initoffset = out[s + 2 * 32 + 31]; - IntegratedBitPacking.integratedunpack(initoffset, in, - tmpinpos, out, s + 3 * 32, mbits4); - tmpinpos += mbits4; - initoffset = out[s + 3 * 32 + 31]; - } - outpos.add(outlength); - inpos.set(tmpinpos); + @Override + public String toString() { + return this.getClass().getSimpleName(); + } + + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, IntWrapper initvalue) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + int tmpoutpos = outpos.get(); + int initoffset = initvalue.get(); + initvalue.set(in[inpos.get()+inlength -1]); + + for (int s = inpos.get(); s < inpos.get() + inlength; s += 32 * 4) { + final int mbits1 = Util.maxdiffbits(initoffset, in, s, 32); + int initoffset2 = in[s + 31]; + final int mbits2 = Util.maxdiffbits(initoffset2, in, s + 32, 32); + int initoffset3 = in[s + 32 + 31]; + final int mbits3 = Util + .maxdiffbits(initoffset3, in, s + 2 * 32, 32); + int initoffset4 = in[s + 2 * 32 + 31]; + final int mbits4 = Util + .maxdiffbits(initoffset4, in, s + 3 * 32, 32); + out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) | (mbits3 << 8) + | (mbits4); + IntegratedBitPacking.integratedpack(initoffset, in, s, out, + tmpoutpos, mbits1); + tmpoutpos += mbits1; + IntegratedBitPacking.integratedpack(initoffset2, in, s + 32, out, + tmpoutpos, mbits2); + tmpoutpos += mbits2; + IntegratedBitPacking.integratedpack(initoffset3, in, s + 2 * 32, + out, tmpoutpos, mbits3); + tmpoutpos += mbits3; + IntegratedBitPacking.integratedpack(initoffset4, in, s + 3 * 32, + out, tmpoutpos, mbits4); + tmpoutpos += mbits4; + initoffset = in[s + 3 * 32 + 31]; } + inpos.add(inlength); + outpos.set(tmpoutpos); + } - @Override - public String toString() { - return this.getClass().getSimpleName(); + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int num, IntWrapper initvalue) { + final int outlength = num; + int tmpinpos = inpos.get(); + int initoffset = initvalue.get(); + for (int s = outpos.get(); s < outpos.get() + outlength; s += 32 * 4) { + final int mbits1 = (in[tmpinpos] >>> 24); + final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; + final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; + final int mbits4 = (in[tmpinpos]) & 0xFF; + ++tmpinpos; + IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, + out, s, mbits1); + tmpinpos += mbits1; + initoffset = out[s + 31]; + IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, + out, s + 32, mbits2); + tmpinpos += mbits2; + initoffset = out[s + 32 + 31]; + IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, + out, s + 2 * 32, mbits3); + tmpinpos += mbits3; + initoffset = out[s + 2 * 32 + 31]; + IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, + out, s + 3 * 32, mbits4); + tmpinpos += mbits4; + initoffset = out[s + 3 * 32 + 31]; } + outpos.add(outlength); + initvalue.set(out[outpos.get()-1]); + inpos.set(tmpinpos); + + } } diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java b/src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java index 4843497..c7c3af5 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java @@ -64,7 +64,7 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, @Override public String toString() { - return F1.toString() + " + " + F2.toString() + " (Integrated)"; + return F1.toString() + " + " + F2.toString(); } } diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index 9d3d925..74de784 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -21,7 +21,8 @@ * * @author Daniel Lemire */ -public class IntegratedVariableByte implements IntegratedIntegerCODEC, IntegratedByteIntegerCODEC { +public class IntegratedVariableByte implements IntegratedIntegerCODEC, IntegratedByteIntegerCODEC, +SkippableIntegratedIntegerCODEC { private static byte extract7bits(int i, long val) { return (byte)((val >> (7 * i)) & ((1 << 7) - 1)); @@ -123,10 +124,8 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, val = in[p]; int c = (byte) (val >>> s); s += 8; - if (s == 32) { - s = 0; - p++; - } + p += s>>5; + s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { out[tmpoutpos] = v + initoffset; @@ -181,4 +180,77 @@ public String toString() { return this.getClass().getSimpleName(); } + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, IntWrapper initvalue) { + if (inlength == 0) + return; + int initoffset = initvalue.get(); + initvalue.set(in[inpos.get()+inlength -1]); + ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + buf.order(ByteOrder.LITTLE_ENDIAN); + for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { + final long val = (in[k] - initoffset) & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ + initoffset = in[k]; + if (val < (1 << 7)) { + buf.put((byte) (val | (1 << 7))); + } else if (val < (1 << 14)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) (extract7bitsmaskless(1, (val)) | (1 << 7))); + } else if (val < (1 << 21)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) (extract7bitsmaskless(2, (val)) | (1 << 7))); + } else if (val < (1 << 28)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) (extract7bitsmaskless(3, (val)) | (1 << 7))); + } else { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) extract7bits(3, val)); + buf.put((byte) (extract7bitsmaskless(4, (val)) | (1 << 7))); + } + } + while (buf.position() % 4 != 0) + buf.put((byte) 0); + final int length = buf.position(); + buf.flip(); + IntBuffer ibuf = buf.asIntBuffer(); + ibuf.get(out, outpos.get(), length / 4); + outpos.add(length / 4); + inpos.add(inlength); + } + + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int num, IntWrapper initvalue) { + int s = 0; + int val = 0; + int p = inpos.get(); + int initoffset = initvalue.get(); + int tmpoutpos = outpos.get(); + int finaloutpos = num + tmpoutpos; + for (int v = 0, shift = 0; tmpoutpos < finaloutpos;) { + val = in[p]; + int c = (byte) (val >>> s); + s += 8; + p += s>>5; + s = s & 31; + v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos++] = (initoffset = initoffset + v); + v = 0; + shift = 0; + } else + shift += 7; + } + initvalue.set(out[tmpoutpos-1]); + outpos.set(tmpoutpos); + + inpos.set(p + (s!=0 ? 1 : 0)); + } + } diff --git a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java new file mode 100644 index 0000000..2dd79a4 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java @@ -0,0 +1,73 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.integercompression.differential; + +import me.lemire.integercompression.IntWrapper; + +/** + * Helper class to compose schemes. + * + * @author Daniel Lemire + */ +public class SkippableIntegratedComposition implements + SkippableIntegratedIntegerCODEC { + SkippableIntegratedIntegerCODEC F1, F2; + + /** + * Compose a scheme from a first one (f1) and a second one (f2). The first + * one is called first and then the second one tries to compress whatever + * remains from the first run. + * + * By convention, the first scheme should be such that if, during decoding, + * a 32-bit zero is first encountered, then there is no output. + * + * @param f1 + * first codec + * @param f2 + * second codec + */ + public SkippableIntegratedComposition(SkippableIntegratedIntegerCODEC f1, + SkippableIntegratedIntegerCODEC f2) { + F1 = f1; + F2 = f2; + } + + + + @Override + public String toString() { + return F1.toString() + " + " + F2.toString(); + } + + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, IntWrapper initvalue) { + if (inlength == 0) + return; + final int init = inpos.get(); + F1.headlessCompress(in, inpos, inlength, out, outpos, initvalue); + if (outpos.get() == 0) { + out[0] = 0; + outpos.increment(); + } + inlength -= inpos.get() - init; + F2.headlessCompress(in, inpos, inlength, out, outpos, initvalue); + } + + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int num, IntWrapper initvalue) { + if (inlength == 0) + return; + int init = inpos.get(); + F1.headlessUncompress(in, inpos, inlength, out, outpos,num,initvalue); + inlength -= inpos.get() - init; + num -= outpos.get(); + F2.headlessUncompress(in, inpos, inlength, out, outpos,num,initvalue); + } + +} diff --git a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java new file mode 100644 index 0000000..99e5f9d --- /dev/null +++ b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java @@ -0,0 +1,73 @@ +/** + * This is code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.integercompression.differential; + +import me.lemire.integercompression.IntWrapper; + + +/** + * Interface describing a standard CODEC to compress integers. This is a + * variation on the IntegerCODEC interface meant to be used for random access + * and with integrated differential coding. + * + * The main differences are that we must specify the number of integers we wish to + * decode as well as the initial value (for differential coding). This information + * might be stored elsewhere. + * + * + * @author Daniel Lemire + * + */ +public interface SkippableIntegratedIntegerCODEC { + /** + * Compress data from an array to another array. + * + * Both inpos and outpos are modified to represent how much data was read + * and written to if 12 ints (inlength = 12) are compressed to 3 ints, then + * inpos will be incremented by 12 while outpos will be incremented by 3 we + * use IntWrapper to pass the values by reference. + * + * @param in + * input array + * @param inpos + * location in the input array + * @param inlength + * how many integers to compress + * @param out + * output array + * @param outpos + * where to write in the output array + * @param initvalue initial value for the purpose of differential coding, the value is automatically updated + */ + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, IntWrapper initvalue); + + /** + * Uncompress data from an array to another array. + * + * Both inpos and outpos parameters are modified to indicate new positions + * after read/write. + * + * @param in + * array containing data in compressed form + * @param inpos + * where to start reading in the array + * @param inlength + * length of the compressed data (ignored by some schemes) + * @param out + * array where to write the compressed output + * @param outpos + * where to write the compressed output in out + * @param num + * number of integers we want to decode, the actual number of integers decoded can be less + * @param initvalue initial value for the purpose of differential coding, the value is automatically updated + */ + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos, int num, IntWrapper initvalue); + +} From db9cc1e2ff1f36cb302cf6db8ea27c4cbfc9d70e Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 18 Sep 2014 00:58:04 -0400 Subject: [PATCH 041/266] Saving... --- .../lemire/integercompression/FastPFOR.java | 38 ++++----- .../me/lemire/integercompression/Util.java | 84 +++++++++++++++++++ .../benchmarktools/Benchmark.java | 32 ++++--- .../benchmarktools/BenchmarkSkippable.java | 23 +++-- .../differential/IntegratedFastPFOR.java | 26 +++--- .../lemire/integercompression/BasicTest.java | 10 ++- .../lemire/integercompression/TestUtils.java | 52 +++++++++++- 7 files changed, 205 insertions(+), 60 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 14e37b5..0907f74 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -11,10 +11,10 @@ /** * This is a patching scheme designed for speed. - * It encodes integers in blocks of 128 integers within pages of + * It encodes integers in blocks of integers within pages of * up to 65536 integers. Note that it is important, to get good * compression and good performance, to use sizeable blocks (greater than 1024 integers). - * For arrays containing a number of integers that is not divisible by 128, you should use + * For arrays containing a number of integers that is not divisible by BLOCK_SIZE, you should use * it in conjunction with another CODEC: * * IntegerCODEC ic = new Composition(new FastPFOR(), new VariableByte()). @@ -38,7 +38,7 @@ * @author Daniel Lemire */ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { - final static int BLOCK_SIZE = 128; + final static int BLOCK_SIZE = 256; final static int OVERHEAD_OF_EACH_EXCEPT = 8; final static int DEFAULT_PAGE_SIZE = 65536; @@ -49,7 +49,7 @@ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { // Working area for compress and uncompress. int[] dataPointers; int[] freqs; - byte[] bestbbestcexceptmaxb; + int[] bestbbestcexceptmaxb = new int[3]; /** * Construct the FastPFOR CODEC. @@ -74,7 +74,7 @@ public FastPFOR() { } /** - * Compress data in blocks of 128 integers (if fewer than 128 integers + * Compress data in blocks of BLOCK_SIZE integers (if fewer than BLOCK_SIZE integers * are provided, nothing is done). * * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) @@ -90,7 +90,6 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, // Allocate memory for working area. dataPointers = new int[33]; freqs = new int[33]; - bestbbestcexceptmaxb = new byte[3]; final int finalinpos = inpos.get() + inlength; while (inpos.get() != finalinpos) { @@ -101,7 +100,6 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, dataPointers = null; freqs = null; - bestbbestcexceptmaxb = null; } private void getBestBFromData(int[] in, int pos) { @@ -114,11 +112,11 @@ private void getBestBFromData(int[] in, int pos) { bestbbestcexceptmaxb[0]--; bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; - byte cexcept = 0; + int cexcept = 0; bestbbestcexceptmaxb[1] = cexcept; for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { cexcept += freqs[b + 1]; - if (cexcept < 0) + if (cexcept == BLOCK_SIZE) break; // the extra 8 is the cost of storing maxbits int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT @@ -126,7 +124,7 @@ private void getBestBFromData(int[] in, int pos) { * BLOCK_SIZE + 8; if (thiscost < bestcost) { bestcost = thiscost; - bestbbestcexceptmaxb[0] = (byte) b; + bestbbestcexceptmaxb[0] = b; bestbbestcexceptmaxb[1] = cexcept; } } @@ -140,17 +138,17 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, // Clear working area. Arrays.fill(dataPointers, 0); - // Arrays.fill(bestbbestcexceptmaxb, (byte)0);//DL:unncessary byteContainer.clear(); int tmpinpos = inpos.get(); for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { - getBestBFromData(in, tmpinpos); + + getBestBFromData(in, tmpinpos); final int tmpbestb = bestbbestcexceptmaxb[0]; - byteContainer.put(bestbbestcexceptmaxb[0]); - byteContainer.put(bestbbestcexceptmaxb[1]); + byteContainer.put((byte)bestbbestcexceptmaxb[0]); + byteContainer.put((byte)bestbbestcexceptmaxb[1]); if (bestbbestcexceptmaxb[1] > 0) { - byteContainer.put(bestbbestcexceptmaxb[2]); + byteContainer.put((byte)bestbbestcexceptmaxb[2]); final int index = bestbbestcexceptmaxb[2] - bestbbestcexceptmaxb[0]; if (dataPointers[index] @@ -208,7 +206,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } /** - * Uncompress data in blocks of 128 integers. In this particular case, + * Uncompress data in blocks of integers. In this particular case, * the inlength parameter is ignored: it is deduced from the compressed * data. * @@ -263,18 +261,18 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpinpos = inpos.get(); for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { - final byte b = byteContainer.get(); - final byte cexcept = byteContainer.get(); + final int b = byteContainer.get(); + final int cexcept = byteContainer.get() & 0xFF; for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, b); tmpinpos += b; } if (cexcept > 0) { - final byte maxbits = byteContainer.get(); + final int maxbits = byteContainer.get(); final int index = maxbits - b; for (int k = 0; k < cexcept; ++k) { - final byte pos = byteContainer.get(); + final int pos = byteContainer.get() &0xFF; final int exceptvalue = dataTobePacked[index][dataPointers[index]++]; out[pos + tmpoutpos] |= exceptvalue << b; } diff --git a/src/main/java/me/lemire/integercompression/Util.java b/src/main/java/me/lemire/integercompression/Util.java index aa19ca4..0c584e1 100644 --- a/src/main/java/me/lemire/integercompression/Util.java +++ b/src/main/java/me/lemire/integercompression/Util.java @@ -6,6 +6,8 @@ */ package me.lemire.integercompression; +import java.util.Arrays; + /** * Routine utility functions. * @@ -99,7 +101,89 @@ public static int maxdiffbits(int initoffset, int[] i, int pos, int length) { public static int bits(int i) { return 32 - Integer.numberOfLeadingZeros(i); } + + protected static int packsize(int num, int b) { + if(b>16) return num; + int howmanyfit = 32/b; + return (num + howmanyfit - 1)/ howmanyfit; + } + + protected static int pack(int[] outputarray, int arraypos, int[] data, + int num, int b) { + if(num == 0) return arraypos; + if (b > 16) { + System.arraycopy(data, 0, outputarray, arraypos, num); + return num + arraypos; + } + for(int k = 0 ; k < packsize(num, b); ++k) outputarray[k+arraypos] = 0; + int inwordpointer = 0; + for (int k = 0; k < num; ++k) { + outputarray[arraypos] |= (data[k] << inwordpointer); + inwordpointer += b; + final int increment = ((inwordpointer + b - 1 ) >> 5); + arraypos += increment; + inwordpointer &= ~(-increment); + } + return arraypos + (inwordpointer>0?1:0); + } + + protected static int unpack(int[] sourcearray, int arraypos, int[] data, + int num, int b) { + if (b > 16) { + System.arraycopy(sourcearray, arraypos, data, 0, num); + return num + arraypos; + } + final int mask = (1 << b) - 1; + int inwordpointer = 0; + for (int k = 0; k < num; ++k) { + data[k] = (sourcearray[arraypos] & mask); + sourcearray[arraypos] >>>= b; + inwordpointer += b; + final int increment = ((inwordpointer + b - 1) >> 5); + arraypos += increment; + inwordpointer &= ~(-increment); + } + return arraypos + (inwordpointer>0?1:0); + } + protected static int packsizew(int num, int b) { + int howmanyfit = 32/b; + if (num <= howmanyfit) return 1; + return num; + } + + protected static int packw(int[] outputarray, int arraypos, int[] data, + int num, int b) { + int howmanyfit = 32/b; + if (num > howmanyfit) { + System.arraycopy(data, 0, outputarray, arraypos, num); + return num + arraypos; + } + outputarray[arraypos] = 0; + int inwordpointer = 0; + for (int k = 0; k < num; ++k) { + outputarray[arraypos] |= (data[k] << inwordpointer); + inwordpointer += b; + } + return arraypos + 1; + } + + protected static int unpackw(int[] sourcearray, int arraypos, int[] data, + int num, int b) { + int howmanyfit = 32/b; + if (num > howmanyfit) { + System.arraycopy(sourcearray, arraypos, data, 0, num); + return num + arraypos; + } + final int mask = (1 << b) - 1; + int val = sourcearray[arraypos]; + for (int k = 0; k < num; ++k) { + data[k] = (val & mask); + val >>>= b; + } + return arraypos + 1; + } + /** * return floor(value / factor) * factor * diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java index 7ca21da..e987bde 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java @@ -24,6 +24,7 @@ import me.lemire.integercompression.OptPFDS16; import me.lemire.integercompression.OptPFDS9; import me.lemire.integercompression.Simple9; +import me.lemire.integercompression.SkippableFastPFOR; import me.lemire.integercompression.VariableByte; import me.lemire.integercompression.differential.Delta; import me.lemire.integercompression.differential.IntegratedBinaryPacking; @@ -145,6 +146,7 @@ private static void testCodec(PrintWriter csvLog, int sparsity, // verify: compare original array with // compressed and // uncompressed. + for (int m = 0; m < outpos.get(); ++m) { if (decompressBuffer[m] != data[k][m]) { throw new RuntimeException( @@ -486,6 +488,25 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { int[][] data = generateTestData(cdg, N, nbr, sparsity); System.out.println("# generating random data... ok."); + + testCodec(csvLog, sparsity, new Composition( + new FastPFOR(), new VariableByte()), data, + repeat, false); + testCodec(csvLog, sparsity, new Composition( + new FastPFOR(), new VariableByte()), data, + repeat, false); + testCodec(csvLog, sparsity, new Composition( + new FastPFOR(), new VariableByte()), data, + repeat, true); + System.out.println(); + + testCodec(csvLog, sparsity, new Composition(new SkippableFastPFOR(), new VariableByte()), data, repeat, + false); + testCodec(csvLog, sparsity, new Composition(new SkippableFastPFOR(), new VariableByte()), data, repeat, + false); + testCodec(csvLog, sparsity, new Composition(new SkippableFastPFOR(), new VariableByte()), data, repeat, + true); + // TODO: support CSV log output. testKamikaze(data, repeat, false); testKamikaze(data, repeat, false); @@ -623,17 +644,6 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { System.out.println(); } - testCodec(csvLog, sparsity, new Composition( - new FastPFOR(), new VariableByte()), data, - repeat, false); - testCodec(csvLog, sparsity, new Composition( - new FastPFOR(), new VariableByte()), data, - repeat, false); - testCodec(csvLog, sparsity, new Composition( - new FastPFOR(), new VariableByte()), data, - repeat, true); - System.out.println(); - testCodec(csvLog, sparsity, new Simple9(), data, repeat, false); testCodec(csvLog, sparsity, new Simple9(), data, diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index 8db991f..9782e92 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -19,6 +19,7 @@ import me.lemire.integercompression.Simple16; import me.lemire.integercompression.Simple9; import me.lemire.integercompression.SkippableComposition; +import me.lemire.integercompression.SkippableFastPFOR; import me.lemire.integercompression.SkippableIntegerCODEC; import me.lemire.integercompression.VariableByte; import me.lemire.integercompression.differential.Delta; @@ -82,12 +83,12 @@ private static int decompressFromSkipTable(Object c, int[] compressed, if (num > length - uncomppos.get()) num = length - uncomppos.get(); int location = metadata[metapos++]; - // System.out.println("location = "+location); + // System.out.println("location = "+location); int initvalue = metadata[metapos++]; int outputlocation = uncomppos.get(); if (location != compressedpos.get()) throw new RuntimeException("Bug " + location + " " - + compressedpos.get()+ " codec "+c); + + compressedpos.get() + " codec " + c); if (c instanceof SkippableIntegerCODEC) { ((SkippableIntegerCODEC) c).headlessUncompress(compressed, compressedpos, compressed.length - uncomppos.get(), @@ -99,7 +100,7 @@ private static int decompressFromSkipTable(Object c, int[] compressed, ((SkippableIntegratedIntegerCODEC) c).headlessUncompress( compressed, compressedpos, compressed.length - uncomppos.get(), data, uncomppos, num, ival); - // System.out.println("compressedpos = "+compressedpos); + // System.out.println("compressedpos = "+compressedpos); } else { throw new RuntimeException("Unrecognized codec " + c); @@ -184,7 +185,7 @@ private static void testCodec(PrintWriter csvLog, int sparsity, Object c, throw new RuntimeException( "Bad output size with codec " + c); for (int j = 0; j < volume; ++j) { - if (data[k][j] != decompressBuffer[j]) + if (data[k][j] != decompressBuffer[j]) throw new RuntimeException("bug in codec " + c); } } @@ -208,7 +209,7 @@ private static void testCodec(PrintWriter csvLog, int sparsity, Object c, // verify: compare original array with // compressed and // uncompressed. - for (int m = 0; m < outpos.get(); ++m) { + for (int m = 0; m < outpos.get(); ++m) { if (decompressBuffer[m] != data[k][m]) { throw new RuntimeException( "we have a bug (actual difference), expected " @@ -290,12 +291,10 @@ private static int[][] generateTestData(ClusteredDataGenerator dataGen, } static Object[] codecs = { - new IntegratedBinaryPacking(), - new IntegratedVariableByte(), - new SkippableIntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte()), - new JustCopy(), - new VariableByte(), + new SkippableIntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()), + new SkippableComposition(new SkippableFastPFOR(), + new VariableByte()), new JustCopy(), new VariableByte(), new SkippableComposition(new BinaryPacking(), new VariableByte()), new SkippableComposition(new NewPFD(), new VariableByte()), @@ -323,7 +322,7 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { csvLog.format("\"Algorithm\",\"Sparsity\",\"Bits per int\",\"Compress speed (MiS)\",\"Decompress speed (MiS)\"\n"); ClusteredDataGenerator cdg = new ClusteredDataGenerator(); final int max_sparsity = 31 - nbr; - + for (int sparsity = 1; sparsity < max_sparsity; ++sparsity) { System.out.println("# sparsity " + sparsity); System.out.println("# generating random data..."); diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java b/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java index a770226..b0f880e 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java @@ -53,7 +53,10 @@ * @author Daniel Lemire */ public final class IntegratedFastPFOR implements IntegratedIntegerCODEC { - final static int BLOCK_SIZE = 128; + /** + * + */ + public final static int BLOCK_SIZE = 128; final static int OVERHEAD_OF_EACH_EXCEPT = 8; final static int DEFAULT_PAGE_SIZE = 65536; @@ -65,7 +68,7 @@ public final class IntegratedFastPFOR implements IntegratedIntegerCODEC { // Working area for compress and uncompress. int[] dataPointers; int[] freqs; - byte[] bestbbestcexceptmaxb; + int[] bestbbestcexceptmaxb = new int[3]; /** * Construct the FastPFOR CODEC. @@ -109,7 +112,6 @@ public void compress(int[] in, IntWrapper inpos, int inlength, // Allocate memory for working area. dataPointers = new int[33]; freqs = new int[33]; - bestbbestcexceptmaxb = new byte[3]; final int finalinpos = inpos.get() + inlength; while (inpos.get() != finalinpos) { @@ -120,7 +122,6 @@ public void compress(int[] in, IntWrapper inpos, int inlength, dataPointers = null; freqs = null; - bestbbestcexceptmaxb = null; } private void getBestBFromData(int[] in, int pos) { @@ -133,7 +134,7 @@ private void getBestBFromData(int[] in, int pos) { bestbbestcexceptmaxb[0]--; bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; - byte cexcept = 0; + int cexcept = 0; bestbbestcexceptmaxb[1] = cexcept; for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { cexcept += freqs[b + 1]; @@ -160,7 +161,6 @@ private void encodePage(int[] constin, IntWrapper constinpos, // Clear working area. Arrays.fill(dataPointers, 0); - // Arrays.fill(bestbbestcexceptmaxb, (byte)0);//DL:unncessary byteContainer.clear(); int tmpconstinpos = constinpos.get(); @@ -170,11 +170,11 @@ private void encodePage(int[] constin, IntWrapper constinpos, BLOCK_SIZE, initoffset.intValue(), buffer)); getBestBFromData(buffer, 0); final int tmpbestb = bestbbestcexceptmaxb[0]; - byteContainer.put(bestbbestcexceptmaxb[0]); - byteContainer.put(bestbbestcexceptmaxb[1]); + byteContainer.put((byte)bestbbestcexceptmaxb[0]); + byteContainer.put((byte)bestbbestcexceptmaxb[1]); if (bestbbestcexceptmaxb[1] > 0) { - byteContainer.put(bestbbestcexceptmaxb[2]); + byteContainer.put((byte)bestbbestcexceptmaxb[2]); final int index = bestbbestcexceptmaxb[2] - bestbbestcexceptmaxb[0]; if (dataPointers[index] @@ -289,18 +289,18 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpinpos = inpos.get(); for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { - final byte b = byteContainer.get(); - final byte cexcept = byteContainer.get(); + final int b = byteContainer.get(); + final int cexcept = byteContainer.get() & 0xFF; for (int k = 0; k < 128; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, b); tmpinpos += b; } if (cexcept > 0) { - final byte maxbits = byteContainer.get(); + final int maxbits = byteContainer.get(); final int index = maxbits - b; for (int k = 0; k < cexcept; ++k) { - final byte pos = byteContainer.get(); + final int pos = byteContainer.get() & 0xFF; final int exceptvalue = dataTobePacked[index][dataPointers[index]++]; out[pos + tmpoutpos] |= exceptvalue << b; } diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 81a07e9..2153ab6 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -24,6 +24,7 @@ @SuppressWarnings({ "static-method" }) public class BasicTest { IntegerCODEC[] codecs = { + new Composition(new SkippableFastPFOR(), new VariableByte()), new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()), new JustCopy(), @@ -65,8 +66,11 @@ public void varyingLengthTest() { int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); int[] answer = TestUtils.uncompress(c, comp, L); for (int k = 0; k < L; ++k) - if (answer[k] != data[k]) + if (answer[k] != data[k]) { + System.out.println(Arrays.toString(Arrays.copyOf(answer, L))); + System.out.println(Arrays.toString(Arrays.copyOf(data, L))); throw new RuntimeException("bug"); + } } } @@ -596,7 +600,7 @@ public void fastPforTest() { // proposed by Stefan Ackermann (https://github.com/Stivo) FastPFOR codec1 = new FastPFOR(); FastPFOR codec2 = new FastPFOR(); - int N = 128; + int N = FastPFOR.BLOCK_SIZE; int[] data = new int[N]; for (int i = 0; i < N; i++) data[i] = 0; @@ -617,7 +621,7 @@ public void ifastPforTest() { // inspired by Stefan Ackermann (https://github.com/Stivo) IntegratedFastPFOR codec1 = new IntegratedFastPFOR(); IntegratedFastPFOR codec2 = new IntegratedFastPFOR(); - int N = 128; + int N = IntegratedFastPFOR.BLOCK_SIZE; int[] data = new int[N]; for (int i = 0; i < N; i++) data[i] = 0; diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index 413654f..fb8039f 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -10,11 +10,61 @@ * Static utility methods for test. */ public class TestUtils { + /** * */ @Test - public void bogus() {}// to avoid useless complaining. + public void testPacking() { + int[] outputarray = new int[32]; + for(int b = 1; b < 32; ++b) { + int[] data = new int[32]; + int[] newdata = new int[32]; + int mask = (1< Date: Thu, 18 Sep 2014 00:59:28 -0400 Subject: [PATCH 042/266] Missing file --- .../integercompression/SkippableFastPFOR.java | 255 ++++++++++++++++++ .../me/lemire/integercompression/Util.java | 1 - 2 files changed, 255 insertions(+), 1 deletion(-) create mode 100644 src/main/java/me/lemire/integercompression/SkippableFastPFOR.java diff --git a/src/main/java/me/lemire/integercompression/SkippableFastPFOR.java b/src/main/java/me/lemire/integercompression/SkippableFastPFOR.java new file mode 100644 index 0000000..4d47103 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/SkippableFastPFOR.java @@ -0,0 +1,255 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.integercompression; + +import java.nio.ByteBuffer; +import java.util.Arrays; + +/** + * This is a patching scheme designed for speed. It encodes integers in blocks + * integers. For arrays containing a number of + * integers that is not divisible by BLOCK_SIZE, you should use it in conjunction with + * another CODEC: + * + * IntegerCODEC ic = new Composition(new SkippableFastPFOR(), new + * VariableByte()). + *

+ * For details, please see + *

+ *

+ * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second + * through vectorization Software: Practice & Experience http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract http://arxiv.org/abs/1209.2137 + *

+ *

+ * For sufficiently compressible and long arrays, it is faster and better than + * other PFOR schemes. + *

+ * + * Note that this does not use differential coding: if you are working on sorted + * lists, use IntegratedFastPFOR instead. + * + * For multi-threaded applications, each thread should use its own FastPFOR + * object. + * + * @author Daniel Lemire + */ +public final class SkippableFastPFOR implements IntegerCODEC, + SkippableIntegerCODEC { + /** + * + */ + final public static int BLOCK_SIZE = 256; + final static int OVERHEAD_OF_EACH_EXCEPT = 8; + + ByteBuffer byteContainer = null; + + // Working area for compress and uncompress. + int[] freqs = new int[33]; + int[] bestbbestcexceptmaxb = new int[3]; + int[] exceptionbuffer = new int[BLOCK_SIZE]; + + /** + * Construct the fastPFOR CODEC with default parameters. + */ + public SkippableFastPFOR() { + } + + /** + * Compress data in blocks of integers (if fewer than BLOCK_SIZE integers are + * provided, nothing is done). + * + * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) + */ + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + encodePage(in, inpos, inlength, out, outpos); + } + + private void getBestBFromData(int[] in, int pos) { + Arrays.fill(freqs, 0); + for (int k = pos, k_end = pos + BLOCK_SIZE; k < k_end; ++k) { + freqs[Util.bits(in[k])]++; + } + bestbbestcexceptmaxb[0] = 32; + while (freqs[bestbbestcexceptmaxb[0]] == 0) + bestbbestcexceptmaxb[0]--; + bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; + int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; + int cexcept = 0; + bestbbestcexceptmaxb[1] = cexcept; + for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { + cexcept += freqs[b + 1]; + if (cexcept == BLOCK_SIZE) + break; + // the extra 8 is the cost of storing maxbits + int thiscost = cexcept + * OVERHEAD_OF_EACH_EXCEPT + + Util.packsizew((int) cexcept, bestbbestcexceptmaxb[2] - b) + + b * BLOCK_SIZE + 8; + if (thiscost < bestcost) { + bestcost = thiscost; + bestbbestcexceptmaxb[0] = b; + bestbbestcexceptmaxb[1] = cexcept; + } + } + } + + private void encodePage(int[] in, IntWrapper inpos, int thissize, + int[] out, IntWrapper outpos) { + + final int headerpos = outpos.get(); + outpos.increment(); + int tmpoutpos = outpos.get(); + final int bytesrequired = 3 * thissize / BLOCK_SIZE + thissize; + if ((byteContainer == null) + || (byteContainer.capacity() < bytesrequired)) + byteContainer = ByteBuffer.allocateDirect(bytesrequired); + else + byteContainer.clear(); + + int tmpinpos = inpos.get(); + + for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { + getBestBFromData(in, tmpinpos); + final int tmpbestb = bestbbestcexceptmaxb[0]; + byteContainer.put((byte)bestbbestcexceptmaxb[0]); + byteContainer.put((byte)bestbbestcexceptmaxb[1]); + if (bestbbestcexceptmaxb[1] > 0) { + byteContainer.put((byte)bestbbestcexceptmaxb[2]); + for (int k = 0, ek = 0; k < BLOCK_SIZE; ++k) { + if ((in[k + tmpinpos] >>> bestbbestcexceptmaxb[0]) != 0) { + // we have an exception + byteContainer.put((byte) k); + exceptionbuffer[ek++] = in[k + tmpinpos] >>> tmpbestb; + } + } + + } + for (int k = 0; k < BLOCK_SIZE; k += 32) { + BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, tmpbestb); + tmpoutpos += tmpbestb; + } + final int index = bestbbestcexceptmaxb[2] - bestbbestcexceptmaxb[0]; + if (bestbbestcexceptmaxb[1] > 0) + tmpoutpos = Util.packw(out, tmpoutpos, exceptionbuffer, + bestbbestcexceptmaxb[1], index); + + } + inpos.set(tmpinpos); + out[headerpos] = tmpoutpos - headerpos; + final int bytesize = byteContainer.position(); + while ((byteContainer.position() & 3) != 0) + byteContainer.put((byte) 0); + out[tmpoutpos++] = bytesize; + final int howmanyints = byteContainer.position() / 4; + byteContainer.flip(); + byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); + tmpoutpos += howmanyints; + outpos.set(tmpoutpos); + + } + + /** + * Uncompress data in blocks integers. In this particular case, the + * inlength parameter is ignored: it is deduced from the compressed data. + * + * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) + */ + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { + if (inlength == 0) + return; + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); + if (mynvalue == 0) + return; + decodePage(in, inpos, out, outpos, mynvalue); + } + + private void decodePage(int[] in, IntWrapper inpos, int[] out, + IntWrapper outpos, int thissize) { + + final int initpos = inpos.get(); + final int wheremeta = in[inpos.get()]; + inpos.increment(); + int inexcept = initpos + wheremeta; + final int bytesize = in[inexcept++]; + if ((byteContainer == null) || (byteContainer.capacity() < bytesize)) + byteContainer = ByteBuffer.allocateDirect(bytesize); + else + byteContainer.clear(); + byteContainer.asIntBuffer().put(in, inexcept, (bytesize + 3) / 4); + inexcept += (bytesize + 3) / 4; + + int tmpoutpos = outpos.get(); + int tmpinpos = inpos.get(); + + for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { + final int b = byteContainer.get(); + final int cexcept = byteContainer.get() & 0xFF; + int nexttmpinpos = tmpinpos + b * BLOCK_SIZE / 32; + if (cexcept > 0) { + final int maxbits = byteContainer.get(); + final int index = maxbits - b; + nexttmpinpos = Util.unpackw(in, nexttmpinpos, exceptionbuffer, + cexcept, index); + + } + + for (int k = 0; k < BLOCK_SIZE; k += 32) { + BitPacking.fastunpack(in, tmpinpos + b * (k / 32), out, + tmpoutpos + k, b); + + } + tmpinpos = nexttmpinpos; + for (int k = 0; k < cexcept; ++k) { + final int pos = byteContainer.get() & 0xFF; + out[pos + tmpoutpos] |= exceptionbuffer[k] << b; + } + + } + outpos.set(tmpoutpos); + inpos.set(inexcept); + } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + + if (inlength == 0) { + return; + } + + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } +} diff --git a/src/main/java/me/lemire/integercompression/Util.java b/src/main/java/me/lemire/integercompression/Util.java index 0c584e1..a5c34c2 100644 --- a/src/main/java/me/lemire/integercompression/Util.java +++ b/src/main/java/me/lemire/integercompression/Util.java @@ -6,7 +6,6 @@ */ package me.lemire.integercompression; -import java.util.Arrays; /** * Routine utility functions. From 9520e70075435b2c24e733a6ad31ee1d1a0e59d3 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 18 Sep 2014 01:07:32 -0400 Subject: [PATCH 043/266] More cleaning. --- .../integercompression/SkippableFastPFOR.java | 255 ------------------ .../me/lemire/integercompression/Util.java | 53 ++-- .../benchmarktools/Benchmark.java | 7 - .../benchmarktools/BenchmarkSkippable.java | 5 +- .../lemire/integercompression/BasicTest.java | 1 - 5 files changed, 31 insertions(+), 290 deletions(-) delete mode 100644 src/main/java/me/lemire/integercompression/SkippableFastPFOR.java diff --git a/src/main/java/me/lemire/integercompression/SkippableFastPFOR.java b/src/main/java/me/lemire/integercompression/SkippableFastPFOR.java deleted file mode 100644 index 4d47103..0000000 --- a/src/main/java/me/lemire/integercompression/SkippableFastPFOR.java +++ /dev/null @@ -1,255 +0,0 @@ -/** - * This code is released under the - * Apache License Version 2.0 http://www.apache.org/licenses/. - * - * (c) Daniel Lemire, http://lemire.me/en/ - */ -package me.lemire.integercompression; - -import java.nio.ByteBuffer; -import java.util.Arrays; - -/** - * This is a patching scheme designed for speed. It encodes integers in blocks - * integers. For arrays containing a number of - * integers that is not divisible by BLOCK_SIZE, you should use it in conjunction with - * another CODEC: - * - * IntegerCODEC ic = new Composition(new SkippableFastPFOR(), new - * VariableByte()). - *

- * For details, please see - *

- *

- * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second - * through vectorization Software: Practice & Experience http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract http://arxiv.org/abs/1209.2137 - *

- *

- * For sufficiently compressible and long arrays, it is faster and better than - * other PFOR schemes. - *

- * - * Note that this does not use differential coding: if you are working on sorted - * lists, use IntegratedFastPFOR instead. - * - * For multi-threaded applications, each thread should use its own FastPFOR - * object. - * - * @author Daniel Lemire - */ -public final class SkippableFastPFOR implements IntegerCODEC, - SkippableIntegerCODEC { - /** - * - */ - final public static int BLOCK_SIZE = 256; - final static int OVERHEAD_OF_EACH_EXCEPT = 8; - - ByteBuffer byteContainer = null; - - // Working area for compress and uncompress. - int[] freqs = new int[33]; - int[] bestbbestcexceptmaxb = new int[3]; - int[] exceptionbuffer = new int[BLOCK_SIZE]; - - /** - * Construct the fastPFOR CODEC with default parameters. - */ - public SkippableFastPFOR() { - } - - /** - * Compress data in blocks of integers (if fewer than BLOCK_SIZE integers are - * provided, nothing is done). - * - * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) - */ - @Override - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); - if (inlength == 0) - return; - encodePage(in, inpos, inlength, out, outpos); - } - - private void getBestBFromData(int[] in, int pos) { - Arrays.fill(freqs, 0); - for (int k = pos, k_end = pos + BLOCK_SIZE; k < k_end; ++k) { - freqs[Util.bits(in[k])]++; - } - bestbbestcexceptmaxb[0] = 32; - while (freqs[bestbbestcexceptmaxb[0]] == 0) - bestbbestcexceptmaxb[0]--; - bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; - int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; - int cexcept = 0; - bestbbestcexceptmaxb[1] = cexcept; - for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { - cexcept += freqs[b + 1]; - if (cexcept == BLOCK_SIZE) - break; - // the extra 8 is the cost of storing maxbits - int thiscost = cexcept - * OVERHEAD_OF_EACH_EXCEPT - + Util.packsizew((int) cexcept, bestbbestcexceptmaxb[2] - b) - + b * BLOCK_SIZE + 8; - if (thiscost < bestcost) { - bestcost = thiscost; - bestbbestcexceptmaxb[0] = b; - bestbbestcexceptmaxb[1] = cexcept; - } - } - } - - private void encodePage(int[] in, IntWrapper inpos, int thissize, - int[] out, IntWrapper outpos) { - - final int headerpos = outpos.get(); - outpos.increment(); - int tmpoutpos = outpos.get(); - final int bytesrequired = 3 * thissize / BLOCK_SIZE + thissize; - if ((byteContainer == null) - || (byteContainer.capacity() < bytesrequired)) - byteContainer = ByteBuffer.allocateDirect(bytesrequired); - else - byteContainer.clear(); - - int tmpinpos = inpos.get(); - - for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { - getBestBFromData(in, tmpinpos); - final int tmpbestb = bestbbestcexceptmaxb[0]; - byteContainer.put((byte)bestbbestcexceptmaxb[0]); - byteContainer.put((byte)bestbbestcexceptmaxb[1]); - if (bestbbestcexceptmaxb[1] > 0) { - byteContainer.put((byte)bestbbestcexceptmaxb[2]); - for (int k = 0, ek = 0; k < BLOCK_SIZE; ++k) { - if ((in[k + tmpinpos] >>> bestbbestcexceptmaxb[0]) != 0) { - // we have an exception - byteContainer.put((byte) k); - exceptionbuffer[ek++] = in[k + tmpinpos] >>> tmpbestb; - } - } - - } - for (int k = 0; k < BLOCK_SIZE; k += 32) { - BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, tmpbestb); - tmpoutpos += tmpbestb; - } - final int index = bestbbestcexceptmaxb[2] - bestbbestcexceptmaxb[0]; - if (bestbbestcexceptmaxb[1] > 0) - tmpoutpos = Util.packw(out, tmpoutpos, exceptionbuffer, - bestbbestcexceptmaxb[1], index); - - } - inpos.set(tmpinpos); - out[headerpos] = tmpoutpos - headerpos; - final int bytesize = byteContainer.position(); - while ((byteContainer.position() & 3) != 0) - byteContainer.put((byte) 0); - out[tmpoutpos++] = bytesize; - final int howmanyints = byteContainer.position() / 4; - byteContainer.flip(); - byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); - tmpoutpos += howmanyints; - outpos.set(tmpoutpos); - - } - - /** - * Uncompress data in blocks integers. In this particular case, the - * inlength parameter is ignored: it is deduced from the compressed data. - * - * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) - */ - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos, int mynvalue) { - if (inlength == 0) - return; - mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); - if (mynvalue == 0) - return; - decodePage(in, inpos, out, outpos, mynvalue); - } - - private void decodePage(int[] in, IntWrapper inpos, int[] out, - IntWrapper outpos, int thissize) { - - final int initpos = inpos.get(); - final int wheremeta = in[inpos.get()]; - inpos.increment(); - int inexcept = initpos + wheremeta; - final int bytesize = in[inexcept++]; - if ((byteContainer == null) || (byteContainer.capacity() < bytesize)) - byteContainer = ByteBuffer.allocateDirect(bytesize); - else - byteContainer.clear(); - byteContainer.asIntBuffer().put(in, inexcept, (bytesize + 3) / 4); - inexcept += (bytesize + 3) / 4; - - int tmpoutpos = outpos.get(); - int tmpinpos = inpos.get(); - - for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { - final int b = byteContainer.get(); - final int cexcept = byteContainer.get() & 0xFF; - int nexttmpinpos = tmpinpos + b * BLOCK_SIZE / 32; - if (cexcept > 0) { - final int maxbits = byteContainer.get(); - final int index = maxbits - b; - nexttmpinpos = Util.unpackw(in, nexttmpinpos, exceptionbuffer, - cexcept, index); - - } - - for (int k = 0; k < BLOCK_SIZE; k += 32) { - BitPacking.fastunpack(in, tmpinpos + b * (k / 32), out, - tmpoutpos + k, b); - - } - tmpinpos = nexttmpinpos; - for (int k = 0; k < cexcept; ++k) { - final int pos = byteContainer.get() & 0xFF; - out[pos + tmpoutpos] |= exceptionbuffer[k] << b; - } - - } - outpos.set(tmpoutpos); - inpos.set(inexcept); - } - - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - - inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); - - if (inlength == 0) { - return; - } - - out[outpos.get()] = inlength; - outpos.increment(); - headlessCompress(in, inpos, inlength, out, outpos); - } - - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - if (inlength == 0) - return; - final int outlength = in[inpos.get()]; - inpos.increment(); - headlessUncompress(in, inpos, inlength, out, outpos, outlength); - } - - @Override - public String toString() { - return this.getClass().getSimpleName(); - } -} diff --git a/src/main/java/me/lemire/integercompression/Util.java b/src/main/java/me/lemire/integercompression/Util.java index a5c34c2..5ad2ff1 100644 --- a/src/main/java/me/lemire/integercompression/Util.java +++ b/src/main/java/me/lemire/integercompression/Util.java @@ -6,7 +6,6 @@ */ package me.lemire.integercompression; - /** * Routine utility functions. * @@ -72,7 +71,9 @@ protected static int maxbits32(int[] i, int pos) { /** * Compute the maximum of the integer logarithms (ceil(log(x+1)) of a the * successive differences (deltas) of a range of value - * @param initoffset initial vallue for the computation of the deltas + * + * @param initoffset + * initial vallue for the computation of the deltas * @param i * source array * @param pos @@ -100,30 +101,33 @@ public static int maxdiffbits(int initoffset, int[] i, int pos, int length) { public static int bits(int i) { return 32 - Integer.numberOfLeadingZeros(i); } - + protected static int packsize(int num, int b) { - if(b>16) return num; - int howmanyfit = 32/b; - return (num + howmanyfit - 1)/ howmanyfit; + if (b > 16) + return num; + int howmanyfit = 32 / b; + return (num + howmanyfit - 1) / howmanyfit; } - + protected static int pack(int[] outputarray, int arraypos, int[] data, int num, int b) { - if(num == 0) return arraypos; + if (num == 0) + return arraypos; if (b > 16) { System.arraycopy(data, 0, outputarray, arraypos, num); return num + arraypos; } - for(int k = 0 ; k < packsize(num, b); ++k) outputarray[k+arraypos] = 0; + for (int k = 0; k < packsize(num, b); ++k) + outputarray[k + arraypos] = 0; int inwordpointer = 0; for (int k = 0; k < num; ++k) { outputarray[arraypos] |= (data[k] << inwordpointer); inwordpointer += b; - final int increment = ((inwordpointer + b - 1 ) >> 5); + final int increment = ((inwordpointer + b - 1) >> 5); arraypos += increment; inwordpointer &= ~(-increment); } - return arraypos + (inwordpointer>0?1:0); + return arraypos + (inwordpointer > 0 ? 1 : 0); } protected static int unpack(int[] sourcearray, int arraypos, int[] data, @@ -138,22 +142,24 @@ protected static int unpack(int[] sourcearray, int arraypos, int[] data, data[k] = (sourcearray[arraypos] & mask); sourcearray[arraypos] >>>= b; inwordpointer += b; - final int increment = ((inwordpointer + b - 1) >> 5); + final int increment = ((inwordpointer + b - 1) >> 5); arraypos += increment; inwordpointer &= ~(-increment); } - return arraypos + (inwordpointer>0?1:0); + return arraypos + (inwordpointer > 0 ? 1 : 0); } + protected static int packsizew(int num, int b) { - int howmanyfit = 32/b; - if (num <= howmanyfit) return 1; + int howmanyfit = 32 / b; + if (num <= howmanyfit) + return 1; return num; } - + protected static int packw(int[] outputarray, int arraypos, int[] data, int num, int b) { - int howmanyfit = 32/b; - if (num > howmanyfit) { + int howmanyfit = 32 / b; + if (num > howmanyfit) { System.arraycopy(data, 0, outputarray, arraypos, num); return num + arraypos; } @@ -168,8 +174,8 @@ protected static int packw(int[] outputarray, int arraypos, int[] data, protected static int unpackw(int[] sourcearray, int arraypos, int[] data, int num, int b) { - int howmanyfit = 32/b; - if (num > howmanyfit) { + int howmanyfit = 32 / b; + if (num > howmanyfit) { System.arraycopy(sourcearray, arraypos, data, 0, num); return num + arraypos; } @@ -182,12 +188,13 @@ protected static int unpackw(int[] sourcearray, int arraypos, int[] data, return arraypos + 1; } - /** * return floor(value / factor) * factor * - * @param value numerator - * @param factor denominator + * @param value + * numerator + * @param factor + * denominator * @return greatest multiple of factor no larger than value */ public static int greatestMultiple(int value, int factor) { diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java index e987bde..625a3d1 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java @@ -24,7 +24,6 @@ import me.lemire.integercompression.OptPFDS16; import me.lemire.integercompression.OptPFDS9; import me.lemire.integercompression.Simple9; -import me.lemire.integercompression.SkippableFastPFOR; import me.lemire.integercompression.VariableByte; import me.lemire.integercompression.differential.Delta; import me.lemire.integercompression.differential.IntegratedBinaryPacking; @@ -500,12 +499,6 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { repeat, true); System.out.println(); - testCodec(csvLog, sparsity, new Composition(new SkippableFastPFOR(), new VariableByte()), data, repeat, - false); - testCodec(csvLog, sparsity, new Composition(new SkippableFastPFOR(), new VariableByte()), data, repeat, - false); - testCodec(csvLog, sparsity, new Composition(new SkippableFastPFOR(), new VariableByte()), data, repeat, - true); // TODO: support CSV log output. testKamikaze(data, repeat, false); diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index 9782e92..b738eff 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -19,7 +19,6 @@ import me.lemire.integercompression.Simple16; import me.lemire.integercompression.Simple9; import me.lemire.integercompression.SkippableComposition; -import me.lemire.integercompression.SkippableFastPFOR; import me.lemire.integercompression.SkippableIntegerCODEC; import me.lemire.integercompression.VariableByte; import me.lemire.integercompression.differential.Delta; @@ -292,9 +291,7 @@ private static int[][] generateTestData(ClusteredDataGenerator dataGen, static Object[] codecs = { new SkippableIntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte()), - new SkippableComposition(new SkippableFastPFOR(), - new VariableByte()), new JustCopy(), new VariableByte(), + new IntegratedVariableByte()), new JustCopy(), new VariableByte(), new SkippableComposition(new BinaryPacking(), new VariableByte()), new SkippableComposition(new NewPFD(), new VariableByte()), diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 2153ab6..3449f52 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -24,7 +24,6 @@ @SuppressWarnings({ "static-method" }) public class BasicTest { IntegerCODEC[] codecs = { - new Composition(new SkippableFastPFOR(), new VariableByte()), new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()), new JustCopy(), From 223bf3cd5cc0894ffd012422fb672ed1b00e496f Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 18 Sep 2014 10:32:48 -0400 Subject: [PATCH 044/266] New timings... --- .../benchmarkresults_haswell_18sept2014.txt | 861 ++++++++++++++++++ ...rkresults_skippable_haswell_18sept2014.txt | 513 +++++++++++ 2 files changed, 1374 insertions(+) create mode 100644 benchmarkresults/benchmarkresults_haswell_18sept2014.txt create mode 100644 benchmarkresults/benchmarkresults_skippable_haswell_18sept2014.txt diff --git a/benchmarkresults/benchmarkresults_haswell_18sept2014.txt b/benchmarkresults/benchmarkresults_haswell_18sept2014.txt new file mode 100644 index 0000000..43fa98b --- /dev/null +++ b/benchmarkresults/benchmarkresults_haswell_18sept2014.txt @@ -0,0 +1,861 @@ +# benchmark based on the ClusterData model from: +# Vo Ngoc Anh and Alistair Moffat. +# Index compression using 64-bit words. +# Softw. Pract. Exper.40, 2 (February 2010), 131-147. + +# Results will be written into a CSV file: benchmark-20140918T011257.csv + +# sparsity 1 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.56 246 1061 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 3.21 66 275 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.96 838 1679 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1276 1805 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.00 490 509 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.00 582 774 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.96 765 1193 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.88 139 896 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.90 166 905 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.88 139 898 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.87 25 938 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.90 29 960 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.87 25 882 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.63 274 1015 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 2.83 280 771 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.84 444 837 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.27 498 652 + +# sparsity 2 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.51 244 1048 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 4.18 55 247 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.93 862 1611 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1286 1816 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.01 486 508 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.01 575 763 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.93 774 1159 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.83 118 865 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.86 141 875 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.83 118 867 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.82 18 881 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.85 22 887 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.82 18 838 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.58 273 990 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 3.82 201 656 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.90 442 819 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.50 494 640 + +# sparsity 3 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.28 244 1030 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 4.95 51 247 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.71 850 1577 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1252 1769 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.02 478 504 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.02 573 762 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.71 770 1139 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.60 107 850 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.63 127 863 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.60 107 853 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.59 14 865 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.62 18 882 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.59 14 844 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.34 268 969 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 4.72 170 610 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.68 434 783 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.33 472 624 + +# sparsity 4 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.03 239 1004 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 5.73 47 251 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.48 846 1556 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1274 1799 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.12 439 486 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.12 537 715 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.48 769 1134 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.36 95 817 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.39 115 838 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.36 96 827 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.34 12 842 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.37 16 871 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.34 12 803 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.09 268 963 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 5.57 150 587 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.47 432 800 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.16 491 635 + +# sparsity 5 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.00 236 999 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 6.70 43 242 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.45 863 1584 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1236 1792 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.40 369 452 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.40 486 617 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.45 777 1132 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.33 86 808 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.36 103 828 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.33 86 813 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.31 9 825 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.34 13 858 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.31 9 819 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.06 265 945 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 6.65 139 546 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.45 442 804 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.18 493 635 + +# sparsity 6 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.76 238 998 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 7.45 42 251 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.20 854 1525 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1177 1663 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.10 259 362 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.10 380 450 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.20 718 1098 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.08 79 786 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.11 95 821 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.08 81 814 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.06 8 836 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.09 11 860 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.06 8 822 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.81 268 962 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 7.56 129 509 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.19 433 789 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 7.93 491 632 + +# sparsity 7 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.05 236 985 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 8.75 39 247 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.50 861 1526 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1279 1788 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.11 190 305 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.11 311 355 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.50 753 1092 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.37 71 792 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.40 83 804 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.37 72 805 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.35 7 808 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.38 10 835 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.35 7 796 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.10 259 920 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 9.16 111 447 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.52 435 784 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.32 485 622 + +# sparsity 8 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.73 234 972 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 9.44 37 250 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.19 848 1493 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1279 1858 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.04 167 307 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.04 309 353 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.19 751 1095 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.06 67 770 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.09 78 781 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.06 68 792 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.03 6 795 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.07 9 824 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.03 6 787 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.78 266 936 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 10.34 101 427 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.21 437 794 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.01 488 626 + +# sparsity 9 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.75 234 980 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 10.48 36 242 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.21 844 1474 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1262 1795 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.18 145 300 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.18 302 340 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.21 761 1096 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.08 63 786 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.12 72 752 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.08 63 783 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.05 6 787 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.09 8 798 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.05 6 779 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.80 264 930 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 11.77 92 410 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.23 438 789 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.05 486 624 + +# sparsity 10 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.73 235 979 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 11.46 35 239 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.18 840 1456 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1248 1746 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.14 135 312 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.14 309 354 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.18 761 1097 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.09 59 802 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.13 69 814 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.09 59 771 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.04 5 783 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.08 8 816 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.04 5 776 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.78 265 934 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 12.98 89 415 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.20 436 787 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.02 483 620 + +# sparsity 11 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.79 232 950 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 12.68 34 256 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.23 842 1450 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1292 1826 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 14.00 127 324 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 14.00 308 369 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.23 760 1092 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.35 56 795 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.38 65 829 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.35 57 822 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.13 5 706 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.17 7 750 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.13 5 712 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.83 261 919 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 14.17 85 401 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.25 436 781 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.08 489 623 + +# sparsity 12 +# generating random data... +# generating random data... ok. +# FastPFOR + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.70 226 932 + +# kamikaze PForDelta +# bits per int, compress speed (mis), decompression speed (mis) + 13.76 34 261 + +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.16 849 1453 + +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1208 1804 + +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 14.84 117 307 + +# IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 14.84 260 352 + +# BinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.16 762 1095 + +# NewPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.46 56 899 + +# NewPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.48 63 915 + +# NewPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.46 56 897 + +# OptPFD + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.20 5 681 + +# OptPFDS9 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.24 7 735 + +# OptPFDS16 + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.20 5 699 + +# IntegratedFastPFOR + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.75 260 914 + +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 15.51 80 359 + +# XorBinaryPacking + VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.18 435 781 + +# DeltaZigzagBinaryPacking + DeltaZigzagVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 14.00 489 626 + + +Results were written into a CSV file: benchmark-20140918T011257.csv diff --git a/benchmarkresults/benchmarkresults_skippable_haswell_18sept2014.txt b/benchmarkresults/benchmarkresults_skippable_haswell_18sept2014.txt new file mode 100644 index 0000000..4159637 --- /dev/null +++ b/benchmarkresults/benchmarkresults_skippable_haswell_18sept2014.txt @@ -0,0 +1,513 @@ +# benchmark based on the ClusterData model from: +# Vo Ngoc Anh and Alistair Moffat. +# Index compression using 64-bit words. +# Softw. Pract. Exper.40, 2 (February 2010), 131-147. + +# Results will be written into a CSV file: benchmark-20140918T011322.csv + +# sparsity 1 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.04 840 1619 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1169 1698 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.00 195 369 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.04 651 1148 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.96 129 865 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.98 158 877 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.96 130 879 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.95 25 930 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.97 27 951 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.95 25 935 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 2.82 235 928 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 2.93 255 740 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 2.77 147 395 +# sparsity 2 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.82 831 1555 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1183 1800 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.00 220 372 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.82 659 1139 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.72 116 855 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.75 136 851 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.72 115 853 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.71 19 895 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.74 22 917 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.71 19 900 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 3.59 230 908 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 3.74 195 654 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 3.49 111 366 +# sparsity 3 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.78 817 1519 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1019 1759 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.02 238 370 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.78 680 1121 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.67 98 825 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.70 123 840 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.67 102 834 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.66 15 861 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.69 18 895 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.66 14 871 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 4.54 231 904 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 4.84 153 589 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 4.40 83 339 +# sparsity 4 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.65 788 1505 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1142 1757 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.09 242 363 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.65 636 1113 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.52 92 828 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.56 112 826 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.52 94 826 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.51 12 854 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.54 15 883 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.51 12 858 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 5.39 218 886 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 5.80 136 566 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 5.32 68 319 +# sparsity 5 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.31 804 1490 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1105 1860 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.40 245 330 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.31 673 1121 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.19 87 832 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.22 107 844 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.19 88 830 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.17 10 851 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.20 14 883 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.17 10 852 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.07 217 875 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 6.51 130 513 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 6.13 60 307 +# sparsity 6 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.99 742 1431 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1163 1660 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.99 205 290 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.99 637 1107 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.87 82 821 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.90 100 830 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.87 82 818 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.85 9 834 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.88 12 865 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.85 9 836 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 6.75 224 877 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 7.33 118 485 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 6.98 54 296 +# sparsity 7 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.31 770 1463 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1074 1832 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.01 203 240 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.31 664 1105 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.18 73 796 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.22 88 808 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.18 73 792 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.16 7 819 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.20 10 849 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.16 7 810 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.05 217 851 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 9.01 103 430 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 8.61 47 277 +# sparsity 8 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.88 800 1414 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1078 1718 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.91 211 227 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.88 671 1083 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.76 70 804 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.80 84 814 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.76 70 800 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.73 7 807 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.77 9 792 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.73 7 801 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 8.64 211 837 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 9.94 96 417 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 9.51 44 268 +# sparsity 9 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.19 834 1442 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1200 1632 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.16 206 212 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.19 675 1092 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.07 64 804 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.10 76 814 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.07 63 802 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.04 6 810 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.08 9 841 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.04 6 808 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 9.94 222 858 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 11.79 88 397 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 11.40 38 253 +# sparsity 10 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.10 814 1406 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1215 1820 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.07 207 208 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.10 681 1073 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.00 60 800 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.04 72 809 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 11.00 60 796 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.95 6 785 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.99 8 815 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.95 6 782 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 10.84 226 860 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 12.93 84 389 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 12.58 36 245 +# sparsity 11 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.31 814 1392 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1171 1846 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 14.14 172 201 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.31 668 1071 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.42 56 825 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.45 67 832 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.42 56 821 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.22 5 729 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.27 8 758 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.22 5 731 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.07 222 836 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 14.31 81 377 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 14.05 33 238 +# sparsity 12 +# generating random data... +# generating random data... ok. +# IntegratedBinaryPacking + IntegratedVariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.97 805 1375 +# JustCopy +# bits per int, compress speed (mis), decompression speed (mis) + 32.00 1160 1737 +# VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 14.72 186 193 +# BinaryPacking+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.97 656 1037 +# NewPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.22 56 886 +# NewPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.24 67 891 +# NewPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.22 56 883 +# OptPFD+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.98 5 704 +# OptPFDS9+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 13.02 8 740 +# OptPFDS16+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.98 5 704 +# FastPFOR+VariableByte +# bits per int, compress speed (mis), decompression speed (mis) + 12.73 223 845 +# Simple9 +# bits per int, compress speed (mis), decompression speed (mis) + 15.35 78 347 +# Simple16 +# bits per int, compress speed (mis), decompression speed (mis) + 15.15 31 225 + +Results were written into a CSV file: benchmark-20140918T011322.csv From 8d12202daa207965612879ee31770b7c07848748 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 18 Sep 2014 10:34:55 -0400 Subject: [PATCH 045/266] [maven-release-plugin] prepare release JavaFastPFOR-0.0.16 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index a457116..d083375 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.0.16-SNAPSHOT + 0.0.16 jar From f5e08a66a609935485a4fb85e8ec66ec1aa73be8 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 18 Sep 2014 10:36:09 -0400 Subject: [PATCH 046/266] Preparing a new version. --- CHANGELOG | 2 +- README.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index e6db188..8337abc 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,4 +1,4 @@ -0.1.0 (upcoming) +0.1.0 (September 18th 2014) - Introduced skippable versions (for use in a search engine like Terrier) 0.0.15 (September 9th 2014) diff --git a/README.md b/README.md index 200d33f..c8ca41b 100644 --- a/README.md +++ b/README.md @@ -57,7 +57,7 @@ the following code in your pom.xml file: me.lemire.integercompression JavaFastPFOR - 0.0.15 + 0.1.0 From 14d5df675c82628f94f08d6ff5af390b3d9c948d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 18 Sep 2014 10:38:32 -0400 Subject: [PATCH 047/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.0 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index d083375..cd2e395 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.0.16 + 0.1.0 jar From c3c792df0caa147b2e2e963a0de1949b2cf5b6b4 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 18 Sep 2014 10:38:34 -0400 Subject: [PATCH 048/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index cd2e395..0d7509d 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.1.0 + 0.1.1-SNAPSHOT jar From cb7f39ba75935358b1bc954d430420efa0e350c4 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 18 Sep 2014 22:01:55 -0400 Subject: [PATCH 049/266] Removing binaries --- prebuiltbinaries/JavaFastPFOR-0.0.1.jar | Bin 2454 -> 0 bytes prebuiltbinaries/JavaFastPFOR-0.0.2.jar | Bin 78024 -> 0 bytes prebuiltbinaries/JavaFastPFOR-0.0.5.jar | Bin 122081 -> 0 bytes prebuiltbinaries/JavaFastPFOR-0.0.6.jar | Bin 122284 -> 0 bytes prebuiltbinaries/JavaFastPFOR-0.0.7.jar | Bin 147151 -> 0 bytes 5 files changed, 0 insertions(+), 0 deletions(-) delete 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zr9+nr@&eT1>~_C$`@bunu)_3v Date: Fri, 19 Sep 2014 11:41:11 -0400 Subject: [PATCH 050/266] Some experiments --- .../me/lemire/integercompression/FastPFOR.java | 17 +++++++++++++++-- .../java/me/lemire/integercompression/Util.java | 11 +++++------ .../benchmarktools/BenchmarkSkippable.java | 2 ++ .../me/lemire/integercompression/TestUtils.java | 4 ++-- 4 files changed, 24 insertions(+), 10 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 0907f74..4c8f8fe 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -192,14 +192,21 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, bitmap |= (1 << (k - 1)); } out[tmpoutpos++] = bitmap; + for (int k = 1; k <= 32; ++k) { if (dataPointers[k] != 0) { out[tmpoutpos++] = dataPointers[k];// size - for (int j = 0; j < dataPointers[k]; j += 32) { + int j = 0; + + for (; j + 31 < dataPointers[k]; j += 32) { BitPacking.fastpack(dataTobePacked[k], j, out, tmpoutpos, k); tmpoutpos += k; } + int leftover = dataPointers[k] % 32; + if(leftover > 0) { + tmpoutpos = Util.pack(out, tmpoutpos, dataTobePacked[k], j, leftover, k); + } } } outpos.set(tmpoutpos); @@ -249,11 +256,17 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, if (dataTobePacked[k].length < size) dataTobePacked[k] = new int[Util .greatestMultiple(size + 31, 32)]; - for (int j = 0; j < size; j += 32) { + int j = 0; + + for (; j + 31 < size; j += 32) { BitPacking.fastunpack(in, inexcept, dataTobePacked[k], j, k); inexcept += k; } + int leftover = size % 32; + if(size > 0) + inexcept = Util.unpack(in, inexcept, dataTobePacked[k], j, leftover, k); + } } Arrays.fill(dataPointers, 0); diff --git a/src/main/java/me/lemire/integercompression/Util.java b/src/main/java/me/lemire/integercompression/Util.java index 5ad2ff1..70e46b7 100644 --- a/src/main/java/me/lemire/integercompression/Util.java +++ b/src/main/java/me/lemire/integercompression/Util.java @@ -109,19 +109,19 @@ protected static int packsize(int num, int b) { return (num + howmanyfit - 1) / howmanyfit; } - protected static int pack(int[] outputarray, int arraypos, int[] data, + protected static int pack(int[] outputarray, int arraypos, int[] data, int datapos, int num, int b) { if (num == 0) return arraypos; if (b > 16) { - System.arraycopy(data, 0, outputarray, arraypos, num); + System.arraycopy(data, datapos, outputarray, arraypos, num); return num + arraypos; } for (int k = 0; k < packsize(num, b); ++k) outputarray[k + arraypos] = 0; int inwordpointer = 0; for (int k = 0; k < num; ++k) { - outputarray[arraypos] |= (data[k] << inwordpointer); + outputarray[arraypos] |= (data[k + datapos] << inwordpointer); inwordpointer += b; final int increment = ((inwordpointer + b - 1) >> 5); arraypos += increment; @@ -130,7 +130,7 @@ protected static int pack(int[] outputarray, int arraypos, int[] data, return arraypos + (inwordpointer > 0 ? 1 : 0); } - protected static int unpack(int[] sourcearray, int arraypos, int[] data, + protected static int unpack(int[] sourcearray, int arraypos, int[] data, int datapos, int num, int b) { if (b > 16) { System.arraycopy(sourcearray, arraypos, data, 0, num); @@ -139,8 +139,7 @@ protected static int unpack(int[] sourcearray, int arraypos, int[] data, final int mask = (1 << b) - 1; int inwordpointer = 0; for (int k = 0; k < num; ++k) { - data[k] = (sourcearray[arraypos] & mask); - sourcearray[arraypos] >>>= b; + data[k + datapos] = ((sourcearray[arraypos] >>> inwordpointer) & mask); inwordpointer += b; final int increment = ((inwordpointer + b - 1) >> 5); arraypos += increment; diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index b738eff..e924a54 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -290,6 +290,8 @@ private static int[][] generateTestData(ClusteredDataGenerator dataGen, } static Object[] codecs = { + new SkippableComposition(new FastPFOR(), new VariableByte()), + new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()), new JustCopy(), new VariableByte(), diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index fb8039f..a0820ab 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -26,9 +26,9 @@ public void testPacking() { } for(int n = 0; n <= 32; ++n) { Arrays.fill(outputarray, 0); - int howmany = Util.pack(outputarray, 0, data, n, b); + int howmany = Util.pack(outputarray, 0, data,0, n, b); if(howmany != Util.packsize(n, b)) throw new RuntimeException("bug "+n+" "+b); - Util.unpack(Arrays.copyOf(outputarray, howmany), 0, newdata, n, b); + Util.unpack(Arrays.copyOf(outputarray, howmany), 0, newdata,0, n, b); for(int i = 0; i < n; ++i) if(newdata[i] != data[i]) { System.out.println(Arrays.toString(Arrays.copyOf(data, n))); From 1a63fcd3c167246b49b1b40ecd6355a520d1768d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 11:50:38 -0400 Subject: [PATCH 051/266] Some more tweaking --- .../lemire/integercompression/FastPFOR.java | 27 +++++++++++-------- 1 file changed, 16 insertions(+), 11 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 4c8f8fe..e931867 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -122,6 +122,7 @@ private void getBestBFromData(int[] in, int pos) { int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT + cexcept * (bestbbestcexceptmaxb[2] - b) + b * BLOCK_SIZE + 8; + if(bestbbestcexceptmaxb[2] - b == 1) thiscost -= cexcept; if (thiscost < bestcost) { bestcost = thiscost; bestbbestcexceptmaxb[0] = b; @@ -142,7 +143,6 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, int tmpinpos = inpos.get(); for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { - getBestBFromData(in, tmpinpos); final int tmpbestb = bestbbestcexceptmaxb[0]; byteContainer.put((byte)bestbbestcexceptmaxb[0]); @@ -187,17 +187,16 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); tmpoutpos += howmanyints; int bitmap = 0; - for (int k = 1; k <= 32; ++k) { + for (int k = 2; k <= 32; ++k) { if (dataPointers[k] != 0) bitmap |= (1 << (k - 1)); } out[tmpoutpos++] = bitmap; - for (int k = 1; k <= 32; ++k) { + for (int k = 2; k <= 32; ++k) { if (dataPointers[k] != 0) { out[tmpoutpos++] = dataPointers[k];// size int j = 0; - for (; j + 31 < dataPointers[k]; j += 32) { BitPacking.fastpack(dataTobePacked[k], j, out, tmpoutpos, k); @@ -250,7 +249,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, inexcept += (bytesize + 3)/ 4; final int bitmap = in[inexcept++]; - for (int k = 1; k <= 32; ++k) { + for (int k = 2; k <= 32; ++k) { if ((bitmap & (1 << (k - 1))) != 0) { int size = in[inexcept++]; if (dataTobePacked[k].length < size) @@ -282,14 +281,20 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, tmpinpos += b; } if (cexcept > 0) { - final int maxbits = byteContainer.get(); - final int index = maxbits - b; + final int maxbits = byteContainer.get(); + final int index = maxbits - b; + if(index == 1) { for (int k = 0; k < cexcept; ++k) { - final int pos = byteContainer.get() &0xFF; - final int exceptvalue = dataTobePacked[index][dataPointers[index]++]; - out[pos + tmpoutpos] |= exceptvalue << b; + final int pos = byteContainer.get() &0xFF; + out[pos + tmpoutpos] |= 1 << b; + } + } else { + for (int k = 0; k < cexcept; ++k) { + final int pos = byteContainer.get() &0xFF; + final int exceptvalue = dataTobePacked[index][dataPointers[index]++]; + out[pos + tmpoutpos] |= exceptvalue << b; } - + } } } outpos.set(tmpoutpos); From 197e8b37796f73fb18eb1615a53b7c69cf632929 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 13:32:42 -0400 Subject: [PATCH 052/266] Experiment --- .../lemire/integercompression/FastPFOR.java | 23 +++++++++++-------- .../benchmarktools/BenchmarkSkippable.java | 11 ++++++--- 2 files changed, 22 insertions(+), 12 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index e931867..bc8e4d2 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -197,15 +197,17 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, if (dataPointers[k] != 0) { out[tmpoutpos++] = dataPointers[k];// size int j = 0; - for (; j + 31 < dataPointers[k]; j += 32) { + for (; j < dataPointers[k]; j += 32) { BitPacking.fastpack(dataTobePacked[k], j, out, tmpoutpos, k); tmpoutpos += k; } - int leftover = dataPointers[k] % 32; - if(leftover > 0) { - tmpoutpos = Util.pack(out, tmpoutpos, dataTobePacked[k], j, leftover, k); - } + int overflow = j - dataPointers[k]; + tmpoutpos -= overflow * k / 32; + //int leftover = dataPointers[k] % 32; + //if(leftover > 0) { + // tmpoutpos = Util.pack(out, tmpoutpos, dataTobePacked[k], j, leftover, k); + //} } } outpos.set(tmpoutpos); @@ -257,14 +259,17 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, .greatestMultiple(size + 31, 32)]; int j = 0; - for (; j + 31 < size; j += 32) { + for (; j < size; j += 32) { BitPacking.fastunpack(in, inexcept, dataTobePacked[k], j, k); inexcept += k; } - int leftover = size % 32; - if(size > 0) - inexcept = Util.unpack(in, inexcept, dataTobePacked[k], j, leftover, k); + int overflow = j - size; + inexcept -= overflow * k / 32; + + //int leftover = size % 32; + //if(size > 0) + // inexcept = Util.unpack(in, inexcept, dataTobePacked[k], j, leftover, k); } } diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index e924a54..504cf89 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -7,6 +7,7 @@ package me.lemire.integercompression.benchmarktools; import me.lemire.integercompression.BinaryPacking; +import me.lemire.integercompression.CopyOfFastPFOR; import me.lemire.integercompression.FastPFOR; import me.lemire.integercompression.IntWrapper; import me.lemire.integercompression.JustCopy; @@ -291,7 +292,8 @@ private static int[][] generateTestData(ClusteredDataGenerator dataGen, static Object[] codecs = { new SkippableComposition(new FastPFOR(), new VariableByte()), - + new SkippableComposition(new CopyOfFastPFOR(), new VariableByte()), + /* new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()), new JustCopy(), new VariableByte(), @@ -303,7 +305,7 @@ private static int[][] generateTestData(ClusteredDataGenerator dataGen, new SkippableComposition(new OptPFDS9(), new VariableByte()), new SkippableComposition(new OptPFDS16(), new VariableByte()), new SkippableComposition(new FastPFOR(), new VariableByte()), - new Simple9(), new Simple16() }; + new Simple9(), new Simple16()*/ }; /** * Generates data and calls other tests. @@ -322,7 +324,7 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { ClusteredDataGenerator cdg = new ClusteredDataGenerator(); final int max_sparsity = 31 - nbr; - for (int sparsity = 1; sparsity < max_sparsity; ++sparsity) { + for (int sparsity = 1; sparsity < max_sparsity; sparsity+=4) { System.out.println("# sparsity " + sparsity); System.out.println("# generating random data..."); int[][] data = generateTestData(cdg, N, nbr, sparsity); @@ -331,6 +333,9 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { testCodec(csvLog, sparsity, c, data, repeat, false); testCodec(csvLog, sparsity, c, data, repeat, false); testCodec(csvLog, sparsity, c, data, repeat, true); + testCodec(csvLog, sparsity, c, data, repeat, true); + testCodec(csvLog, sparsity, c, data, repeat, true); + } } From 9c90e2754c34611e926d4df2e1bcd0d56e7f7516 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 13:33:06 -0400 Subject: [PATCH 053/266] Comparison --- .../integercompression/CopyOfFastPFOR.java | 332 ++++++++++++++++++ 1 file changed, 332 insertions(+) create mode 100644 src/main/java/me/lemire/integercompression/CopyOfFastPFOR.java diff --git a/src/main/java/me/lemire/integercompression/CopyOfFastPFOR.java b/src/main/java/me/lemire/integercompression/CopyOfFastPFOR.java new file mode 100644 index 0000000..10e3e7d --- /dev/null +++ b/src/main/java/me/lemire/integercompression/CopyOfFastPFOR.java @@ -0,0 +1,332 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.integercompression; + +import java.nio.ByteBuffer; +import java.util.Arrays; + +/** + * This is a patching scheme designed for speed. + * It encodes integers in blocks of integers within pages of + * up to 65536 integers. Note that it is important, to get good + * compression and good performance, to use sizeable blocks (greater than 1024 integers). + * For arrays containing a number of integers that is not divisible by BLOCK_SIZE, you should use + * it in conjunction with another CODEC: + * + * IntegerCODEC ic = new Composition(new FastPFOR(), new VariableByte()). + *

+ * For details, please see + *

+ * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second + * through vectorization Software: Practice & Experience + * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract + * http://arxiv.org/abs/1209.2137 + *

+ *

For sufficiently compressible and long arrays, it is faster and better than other PFOR + * schemes.

+ * + * Note that this does not use differential coding: if you are working on sorted + * lists, use IntegratedFastPFOR instead. + * + * For multi-threaded applications, each thread should use its own FastPFOR + * object. + * + * @author Daniel Lemire + */ +public final class CopyOfFastPFOR implements IntegerCODEC,SkippableIntegerCODEC { + final static int BLOCK_SIZE = 256; + final static int OVERHEAD_OF_EACH_EXCEPT = 8; + final static int DEFAULT_PAGE_SIZE = 65536; + + int pageSize; + final int[][] dataTobePacked = new int[33][]; + final ByteBuffer byteContainer; + + // Working area for compress and uncompress. + int[] dataPointers; + int[] freqs; + int[] bestbbestcexceptmaxb = new int[3]; + + /** + * Construct the FastPFOR CODEC. + * + * @param pagesize + * the desired page size (for expert use) + */ + public CopyOfFastPFOR(int pagesize) { + pageSize = pagesize; + // Initiate arrrays. + byteContainer = ByteBuffer.allocateDirect(3 * pageSize + / BLOCK_SIZE + pageSize); + for (int k = 1; k < dataTobePacked.length; ++k) + dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic + } + + /** + * Construct the fastPFOR CODEC with default parameters. + */ + public CopyOfFastPFOR() { + this(DEFAULT_PAGE_SIZE); + } + + /** + * Compress data in blocks of BLOCK_SIZE integers (if fewer than BLOCK_SIZE integers + * are provided, nothing is done). + * + * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) + */ + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + + + // Allocate memory for working area. + dataPointers = new int[33]; + freqs = new int[33]; + + final int finalinpos = inpos.get() + inlength; + while (inpos.get() != finalinpos) { + int thissize = Math.min(pageSize, + finalinpos - inpos.get()); + encodePage(in, inpos, thissize, out, outpos); + } + + dataPointers = null; + freqs = null; + } + + private void getBestBFromData(int[] in, int pos) { + Arrays.fill(freqs, 0); + for (int k = pos, k_end = pos + BLOCK_SIZE; k < k_end; ++k) { + freqs[Util.bits(in[k])]++; + } + bestbbestcexceptmaxb[0] = 32; + while (freqs[bestbbestcexceptmaxb[0]] == 0) + bestbbestcexceptmaxb[0]--; + bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; + int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; + int cexcept = 0; + bestbbestcexceptmaxb[1] = cexcept; + for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { + cexcept += freqs[b + 1]; + if (cexcept == BLOCK_SIZE) + break; + // the extra 8 is the cost of storing maxbits + int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT + + cexcept * (bestbbestcexceptmaxb[2] - b) + b + * BLOCK_SIZE + 8; + if(bestbbestcexceptmaxb[2] - b == 1) thiscost -= cexcept; + if (thiscost < bestcost) { + bestcost = thiscost; + bestbbestcexceptmaxb[0] = b; + bestbbestcexceptmaxb[1] = cexcept; + } + } + } + + private void encodePage(int[] in, IntWrapper inpos, int thissize, + int[] out, IntWrapper outpos) { + final int headerpos = outpos.get(); + outpos.increment(); + int tmpoutpos = outpos.get(); + + // Clear working area. + Arrays.fill(dataPointers, 0); + byteContainer.clear(); + + int tmpinpos = inpos.get(); + for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { + getBestBFromData(in, tmpinpos); + final int tmpbestb = bestbbestcexceptmaxb[0]; + byteContainer.put((byte)bestbbestcexceptmaxb[0]); + byteContainer.put((byte)bestbbestcexceptmaxb[1]); + if (bestbbestcexceptmaxb[1] > 0) { + byteContainer.put((byte)bestbbestcexceptmaxb[2]); + final int index = bestbbestcexceptmaxb[2] + - bestbbestcexceptmaxb[0]; + if (dataPointers[index] + + bestbbestcexceptmaxb[1] >= dataTobePacked[index].length) { + int newsize = 2 * (dataPointers[index] + bestbbestcexceptmaxb[1]); + // make sure it is a multiple of 32 + newsize = Util + .greatestMultiple(newsize + 31, 32); + dataTobePacked[index] = Arrays.copyOf( + dataTobePacked[index], newsize); + } + for (int k = 0; k < BLOCK_SIZE; ++k) { + if ((in[k + tmpinpos] >>> bestbbestcexceptmaxb[0]) != 0) { + // we have an exception + byteContainer.put((byte) k); + dataTobePacked[index][dataPointers[index]++] = in[k + + tmpinpos] >>> tmpbestb; + } + } + + } + for (int k = 0; k < BLOCK_SIZE; k += 32) { + BitPacking.fastpack(in, tmpinpos + k, out, + tmpoutpos, tmpbestb); + tmpoutpos += tmpbestb; + } + } + inpos.set(tmpinpos); + out[headerpos] = tmpoutpos - headerpos; + final int bytesize = byteContainer.position(); + while ((byteContainer.position() & 3) != 0) + byteContainer.put((byte) 0); + out[tmpoutpos++] = bytesize; + final int howmanyints = byteContainer.position() / 4; + byteContainer.flip(); + byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); + tmpoutpos += howmanyints; + int bitmap = 0; + for (int k = 2; k <= 32; ++k) { + if (dataPointers[k] != 0) + bitmap |= (1 << (k - 1)); + } + out[tmpoutpos++] = bitmap; + + for (int k = 2; k <= 32; ++k) { + if (dataPointers[k] != 0) { + out[tmpoutpos++] = dataPointers[k];// size + int j = 0; + for (; j < dataPointers[k]; j += 32) { + BitPacking.fastpack(dataTobePacked[k], + j, out, tmpoutpos, k); + tmpoutpos += k; + } + //int overflow = j - dataPointers[k]; + //tmpoutpos -= overflow * k / 32; + int leftover = dataPointers[k] % 32; + if(leftover > 0) { + tmpoutpos = Util.pack(out, tmpoutpos, dataTobePacked[k], j, leftover, k); + } + } + } + outpos.set(tmpoutpos); + } + + /** + * Uncompress data in blocks of integers. In this particular case, + * the inlength parameter is ignored: it is deduced from the compressed + * data. + * + * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) + */ + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { + if (inlength == 0) + return; + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); + + dataPointers = new int[33]; + + int finalout = outpos.get() + mynvalue; + while (outpos.get() != finalout) { + int thissize = Math.min(pageSize, + finalout - outpos.get()); + decodePage(in, inpos, out, outpos, thissize); + } + + dataPointers = null; + } + + private void decodePage(int[] in, IntWrapper inpos, int[] out, + IntWrapper outpos, int thissize) { + final int initpos = inpos.get(); + final int wheremeta = in[inpos.get()]; + inpos.increment(); + int inexcept = initpos + wheremeta; + final int bytesize = in[inexcept++]; + byteContainer.clear(); + byteContainer.asIntBuffer().put(in, inexcept, (bytesize + 3) / 4); + inexcept += (bytesize + 3)/ 4; + + final int bitmap = in[inexcept++]; + for (int k = 2; k <= 32; ++k) { + if ((bitmap & (1 << (k - 1))) != 0) { + int size = in[inexcept++]; + if (dataTobePacked[k].length < size) + dataTobePacked[k] = new int[Util + .greatestMultiple(size + 31, 32)]; + int j = 0; + + for (; j < size; j += 32) { + BitPacking.fastunpack(in, inexcept, + dataTobePacked[k], j, k); + inexcept += k; + } + //int overflow = j - size; + //inexcept -= overflow * k / 32; + + int leftover = size % 32; + if(size > 0) + inexcept = Util.unpack(in, inexcept, dataTobePacked[k], j, leftover, k); + + } + } + Arrays.fill(dataPointers, 0); + int tmpoutpos = outpos.get(); + int tmpinpos = inpos.get(); + + for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { + final int b = byteContainer.get(); + final int cexcept = byteContainer.get() & 0xFF; + for (int k = 0; k < BLOCK_SIZE; k += 32) { + BitPacking.fastunpack(in, tmpinpos, out, + tmpoutpos + k, b); + tmpinpos += b; + } + if (cexcept > 0) { + final int maxbits = byteContainer.get(); + final int index = maxbits - b; + if(index == 1) { + for (int k = 0; k < cexcept; ++k) { + final int pos = byteContainer.get() &0xFF; + out[pos + tmpoutpos] |= 1 << b; + } + } else { + for (int k = 0; k < cexcept; ++k) { + final int pos = byteContainer.get() &0xFF; + final int exceptvalue = dataTobePacked[index][dataPointers[index]++]; + out[pos + tmpoutpos] |= exceptvalue << b; + } + } + } + } + outpos.set(tmpoutpos); + inpos.set(inexcept); + } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } + @Override + public String toString() { + return this.getClass().getSimpleName(); + } +} From db83ebc983641a156661df122c31b213691629b1 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 13:36:10 -0400 Subject: [PATCH 054/266] Another test --- .../integercompression/CopyOfFastPFOR.java | 332 ------------------ .../lemire/integercompression/FastPFOR.java | 9 - .../benchmarktools/BenchmarkSkippable.java | 2 +- 3 files changed, 1 insertion(+), 342 deletions(-) delete mode 100644 src/main/java/me/lemire/integercompression/CopyOfFastPFOR.java diff --git a/src/main/java/me/lemire/integercompression/CopyOfFastPFOR.java b/src/main/java/me/lemire/integercompression/CopyOfFastPFOR.java deleted file mode 100644 index 10e3e7d..0000000 --- a/src/main/java/me/lemire/integercompression/CopyOfFastPFOR.java +++ /dev/null @@ -1,332 +0,0 @@ -/** - * This code is released under the - * Apache License Version 2.0 http://www.apache.org/licenses/. - * - * (c) Daniel Lemire, http://lemire.me/en/ - */ -package me.lemire.integercompression; - -import java.nio.ByteBuffer; -import java.util.Arrays; - -/** - * This is a patching scheme designed for speed. - * It encodes integers in blocks of integers within pages of - * up to 65536 integers. Note that it is important, to get good - * compression and good performance, to use sizeable blocks (greater than 1024 integers). - * For arrays containing a number of integers that is not divisible by BLOCK_SIZE, you should use - * it in conjunction with another CODEC: - * - * IntegerCODEC ic = new Composition(new FastPFOR(), new VariableByte()). - *

- * For details, please see - *

- * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second - * through vectorization Software: Practice & Experience - * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract - * http://arxiv.org/abs/1209.2137 - *

- *

For sufficiently compressible and long arrays, it is faster and better than other PFOR - * schemes.

- * - * Note that this does not use differential coding: if you are working on sorted - * lists, use IntegratedFastPFOR instead. - * - * For multi-threaded applications, each thread should use its own FastPFOR - * object. - * - * @author Daniel Lemire - */ -public final class CopyOfFastPFOR implements IntegerCODEC,SkippableIntegerCODEC { - final static int BLOCK_SIZE = 256; - final static int OVERHEAD_OF_EACH_EXCEPT = 8; - final static int DEFAULT_PAGE_SIZE = 65536; - - int pageSize; - final int[][] dataTobePacked = new int[33][]; - final ByteBuffer byteContainer; - - // Working area for compress and uncompress. - int[] dataPointers; - int[] freqs; - int[] bestbbestcexceptmaxb = new int[3]; - - /** - * Construct the FastPFOR CODEC. - * - * @param pagesize - * the desired page size (for expert use) - */ - public CopyOfFastPFOR(int pagesize) { - pageSize = pagesize; - // Initiate arrrays. - byteContainer = ByteBuffer.allocateDirect(3 * pageSize - / BLOCK_SIZE + pageSize); - for (int k = 1; k < dataTobePacked.length; ++k) - dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic - } - - /** - * Construct the fastPFOR CODEC with default parameters. - */ - public CopyOfFastPFOR() { - this(DEFAULT_PAGE_SIZE); - } - - /** - * Compress data in blocks of BLOCK_SIZE integers (if fewer than BLOCK_SIZE integers - * are provided, nothing is done). - * - * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) - */ - @Override - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); - if (inlength == 0) - return; - - - // Allocate memory for working area. - dataPointers = new int[33]; - freqs = new int[33]; - - final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = Math.min(pageSize, - finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos); - } - - dataPointers = null; - freqs = null; - } - - private void getBestBFromData(int[] in, int pos) { - Arrays.fill(freqs, 0); - for (int k = pos, k_end = pos + BLOCK_SIZE; k < k_end; ++k) { - freqs[Util.bits(in[k])]++; - } - bestbbestcexceptmaxb[0] = 32; - while (freqs[bestbbestcexceptmaxb[0]] == 0) - bestbbestcexceptmaxb[0]--; - bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; - int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; - int cexcept = 0; - bestbbestcexceptmaxb[1] = cexcept; - for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { - cexcept += freqs[b + 1]; - if (cexcept == BLOCK_SIZE) - break; - // the extra 8 is the cost of storing maxbits - int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT - + cexcept * (bestbbestcexceptmaxb[2] - b) + b - * BLOCK_SIZE + 8; - if(bestbbestcexceptmaxb[2] - b == 1) thiscost -= cexcept; - if (thiscost < bestcost) { - bestcost = thiscost; - bestbbestcexceptmaxb[0] = b; - bestbbestcexceptmaxb[1] = cexcept; - } - } - } - - private void encodePage(int[] in, IntWrapper inpos, int thissize, - int[] out, IntWrapper outpos) { - final int headerpos = outpos.get(); - outpos.increment(); - int tmpoutpos = outpos.get(); - - // Clear working area. - Arrays.fill(dataPointers, 0); - byteContainer.clear(); - - int tmpinpos = inpos.get(); - for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { - getBestBFromData(in, tmpinpos); - final int tmpbestb = bestbbestcexceptmaxb[0]; - byteContainer.put((byte)bestbbestcexceptmaxb[0]); - byteContainer.put((byte)bestbbestcexceptmaxb[1]); - if (bestbbestcexceptmaxb[1] > 0) { - byteContainer.put((byte)bestbbestcexceptmaxb[2]); - final int index = bestbbestcexceptmaxb[2] - - bestbbestcexceptmaxb[0]; - if (dataPointers[index] - + bestbbestcexceptmaxb[1] >= dataTobePacked[index].length) { - int newsize = 2 * (dataPointers[index] + bestbbestcexceptmaxb[1]); - // make sure it is a multiple of 32 - newsize = Util - .greatestMultiple(newsize + 31, 32); - dataTobePacked[index] = Arrays.copyOf( - dataTobePacked[index], newsize); - } - for (int k = 0; k < BLOCK_SIZE; ++k) { - if ((in[k + tmpinpos] >>> bestbbestcexceptmaxb[0]) != 0) { - // we have an exception - byteContainer.put((byte) k); - dataTobePacked[index][dataPointers[index]++] = in[k - + tmpinpos] >>> tmpbestb; - } - } - - } - for (int k = 0; k < BLOCK_SIZE; k += 32) { - BitPacking.fastpack(in, tmpinpos + k, out, - tmpoutpos, tmpbestb); - tmpoutpos += tmpbestb; - } - } - inpos.set(tmpinpos); - out[headerpos] = tmpoutpos - headerpos; - final int bytesize = byteContainer.position(); - while ((byteContainer.position() & 3) != 0) - byteContainer.put((byte) 0); - out[tmpoutpos++] = bytesize; - final int howmanyints = byteContainer.position() / 4; - byteContainer.flip(); - byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); - tmpoutpos += howmanyints; - int bitmap = 0; - for (int k = 2; k <= 32; ++k) { - if (dataPointers[k] != 0) - bitmap |= (1 << (k - 1)); - } - out[tmpoutpos++] = bitmap; - - for (int k = 2; k <= 32; ++k) { - if (dataPointers[k] != 0) { - out[tmpoutpos++] = dataPointers[k];// size - int j = 0; - for (; j < dataPointers[k]; j += 32) { - BitPacking.fastpack(dataTobePacked[k], - j, out, tmpoutpos, k); - tmpoutpos += k; - } - //int overflow = j - dataPointers[k]; - //tmpoutpos -= overflow * k / 32; - int leftover = dataPointers[k] % 32; - if(leftover > 0) { - tmpoutpos = Util.pack(out, tmpoutpos, dataTobePacked[k], j, leftover, k); - } - } - } - outpos.set(tmpoutpos); - } - - /** - * Uncompress data in blocks of integers. In this particular case, - * the inlength parameter is ignored: it is deduced from the compressed - * data. - * - * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) - */ - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos, int mynvalue) { - if (inlength == 0) - return; - mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); - - dataPointers = new int[33]; - - int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = Math.min(pageSize, - finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize); - } - - dataPointers = null; - } - - private void decodePage(int[] in, IntWrapper inpos, int[] out, - IntWrapper outpos, int thissize) { - final int initpos = inpos.get(); - final int wheremeta = in[inpos.get()]; - inpos.increment(); - int inexcept = initpos + wheremeta; - final int bytesize = in[inexcept++]; - byteContainer.clear(); - byteContainer.asIntBuffer().put(in, inexcept, (bytesize + 3) / 4); - inexcept += (bytesize + 3)/ 4; - - final int bitmap = in[inexcept++]; - for (int k = 2; k <= 32; ++k) { - if ((bitmap & (1 << (k - 1))) != 0) { - int size = in[inexcept++]; - if (dataTobePacked[k].length < size) - dataTobePacked[k] = new int[Util - .greatestMultiple(size + 31, 32)]; - int j = 0; - - for (; j < size; j += 32) { - BitPacking.fastunpack(in, inexcept, - dataTobePacked[k], j, k); - inexcept += k; - } - //int overflow = j - size; - //inexcept -= overflow * k / 32; - - int leftover = size % 32; - if(size > 0) - inexcept = Util.unpack(in, inexcept, dataTobePacked[k], j, leftover, k); - - } - } - Arrays.fill(dataPointers, 0); - int tmpoutpos = outpos.get(); - int tmpinpos = inpos.get(); - - for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { - final int b = byteContainer.get(); - final int cexcept = byteContainer.get() & 0xFF; - for (int k = 0; k < BLOCK_SIZE; k += 32) { - BitPacking.fastunpack(in, tmpinpos, out, - tmpoutpos + k, b); - tmpinpos += b; - } - if (cexcept > 0) { - final int maxbits = byteContainer.get(); - final int index = maxbits - b; - if(index == 1) { - for (int k = 0; k < cexcept; ++k) { - final int pos = byteContainer.get() &0xFF; - out[pos + tmpoutpos] |= 1 << b; - } - } else { - for (int k = 0; k < cexcept; ++k) { - final int pos = byteContainer.get() &0xFF; - final int exceptvalue = dataTobePacked[index][dataPointers[index]++]; - out[pos + tmpoutpos] |= exceptvalue << b; - } - } - } - } - outpos.set(tmpoutpos); - inpos.set(inexcept); - } - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); - if (inlength == 0) - return; - out[outpos.get()] = inlength; - outpos.increment(); - headlessCompress(in, inpos, inlength, out, outpos); - } - - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - if (inlength == 0) - return; - final int outlength = in[inpos.get()]; - inpos.increment(); - headlessUncompress(in, inpos, inlength, out, outpos, outlength); - } - @Override - public String toString() { - return this.getClass().getSimpleName(); - } -} diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index bc8e4d2..ee4e879 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -204,10 +204,6 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } int overflow = j - dataPointers[k]; tmpoutpos -= overflow * k / 32; - //int leftover = dataPointers[k] % 32; - //if(leftover > 0) { - // tmpoutpos = Util.pack(out, tmpoutpos, dataTobePacked[k], j, leftover, k); - //} } } outpos.set(tmpoutpos); @@ -266,11 +262,6 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, } int overflow = j - size; inexcept -= overflow * k / 32; - - //int leftover = size % 32; - //if(size > 0) - // inexcept = Util.unpack(in, inexcept, dataTobePacked[k], j, leftover, k); - } } Arrays.fill(dataPointers, 0); diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index 504cf89..48ba002 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -292,7 +292,7 @@ private static int[][] generateTestData(ClusteredDataGenerator dataGen, static Object[] codecs = { new SkippableComposition(new FastPFOR(), new VariableByte()), - new SkippableComposition(new CopyOfFastPFOR(), new VariableByte()), + new SkippableComposition(new OptPFD(), new VariableByte()), /* new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()), new JustCopy(), new VariableByte(), From f01158149f45d077e086dedc3c3add79beba5513 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 14:28:13 -0400 Subject: [PATCH 055/266] More testing --- .../lemire/integercompression/FastPFOR.java | 30 +- .../benchmarktools/Benchmark.java | 13 - .../benchmarktools/BenchmarkCSV.java | 3 - .../benchmarktools/BenchmarkSkippable.java | 1 - .../differential/IntegratedFastPFOR.java | 319 ------------------ .../lemire/integercompression/BasicTest.java | 30 -- .../integercompression/BoundaryTest.java | 4 - 7 files changed, 22 insertions(+), 378 deletions(-) delete mode 100644 src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index ee4e879..b307729 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -250,18 +250,32 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, for (int k = 2; k <= 32; ++k) { if ((bitmap & (1 << (k - 1))) != 0) { int size = in[inexcept++]; - if (dataTobePacked[k].length < size) - dataTobePacked[k] = new int[Util - .greatestMultiple(size + 31, 32)]; - int j = 0; - - for (; j < size; j += 32) { + int roundedup = Util + .greatestMultiple(size + 31, 32); + if (dataTobePacked[k].length < roundedup) + dataTobePacked[k] = new int[roundedup]; + if(inexcept + roundedup/32*k <= in.length) { + int j = 0; + for (; j < size; j += 32) { BitPacking.fastunpack(in, inexcept, dataTobePacked[k], j, k); inexcept += k; + } + int overflow = j - size; + inexcept -= overflow * k / 32; + } else { + int j = 0; + int[] buf = new int[roundedup/32*k]; + int initinexcept = inexcept; + System.arraycopy(in, inexcept, buf, 0, in.length - inexcept); + for (; j < size; j += 32) { + BitPacking.fastunpack(buf, inexcept-initinexcept, + dataTobePacked[k], j, k); + inexcept += k; + } + int overflow = j - size; + inexcept -= overflow * k / 32; } - int overflow = j - size; - inexcept -= overflow * k / 32; } } Arrays.fill(dataPointers, 0); diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java index 625a3d1..4afb6b0 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java @@ -29,7 +29,6 @@ import me.lemire.integercompression.differential.IntegratedBinaryPacking; import me.lemire.integercompression.differential.IntegratedByteIntegerCODEC; import me.lemire.integercompression.differential.IntegratedComposition; -import me.lemire.integercompression.differential.IntegratedFastPFOR; import me.lemire.integercompression.differential.IntegratedIntegerCODEC; import me.lemire.integercompression.differential.IntegratedVariableByte; import me.lemire.integercompression.differential.XorBinaryPacking; @@ -624,18 +623,6 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { repeat, true); System.out.println(); - { - IntegerCODEC c = new IntegratedComposition( - new IntegratedFastPFOR(), - new IntegratedVariableByte()); - testCodec(csvLog, sparsity, c, data, repeat, - false); - testCodec(csvLog, sparsity, c, data, repeat, - false); - testCodec(csvLog, sparsity, c, data, repeat, - true); - System.out.println(); - } testCodec(csvLog, sparsity, new Simple9(), data, repeat, false); diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java index c0af811..a30027d 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java @@ -4,7 +4,6 @@ import me.lemire.integercompression.differential.IntegratedBinaryPacking; import me.lemire.integercompression.differential.IntegratedByteIntegerCODEC; import me.lemire.integercompression.differential.IntegratedComposition; -import me.lemire.integercompression.differential.IntegratedFastPFOR; import me.lemire.integercompression.differential.IntegratedIntegerCODEC; import me.lemire.integercompression.differential.IntegratedVariableByte; @@ -20,8 +19,6 @@ */ public class BenchmarkCSV { static IntegratedIntegerCODEC codecs[] = { - new IntegratedComposition(new IntegratedFastPFOR(), - new IntegratedVariableByte()), new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()) }; static IntegratedByteIntegerCODEC bcodecs[] = { new IntegratedVariableByte() }; diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index 48ba002..604d11b 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -7,7 +7,6 @@ package me.lemire.integercompression.benchmarktools; import me.lemire.integercompression.BinaryPacking; -import me.lemire.integercompression.CopyOfFastPFOR; import me.lemire.integercompression.FastPFOR; import me.lemire.integercompression.IntWrapper; import me.lemire.integercompression.JustCopy; diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java b/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java deleted file mode 100644 index b0f880e..0000000 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedFastPFOR.java +++ /dev/null @@ -1,319 +0,0 @@ -/** - * This code is released under the - * Apache License Version 2.0 http://www.apache.org/licenses/. - * - * (c) Daniel Lemire, http://lemire.me/en/ - */ -package me.lemire.integercompression.differential; - -import java.nio.ByteBuffer; -import java.util.Arrays; - -import me.lemire.integercompression.BitPacking; -import me.lemire.integercompression.IntWrapper; -import me.lemire.integercompression.IntegerCODEC; -import me.lemire.integercompression.Util; - -/** - *

- * This is an integrated version of FastPFOR meaning that it computes - * differential coding as part of the compression. - *

- * It encodes integers in blocks of 128 integers within pages of - * up to 65536 integers. Note that it is important, to get good - * compression and good performance, to use sizeable blocks (greater than 1024 integers). - * For arrays containing a number of integers that is not divisible by 128, - * you should use it in conjunction with another CODEC: - * 
IntegratedIntegerCODEC is =  
- *  new IntegratedComposition(new IntegratedFastPFOR(),
- *               new IntegratedVariableByte())
- * - *

- * For details, please see - *

- *

- * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second - * through vectorization Software: Practice & Experience - * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract - * http://arxiv.org/abs/1209.2137 - *

- *

- * Daniel Lemire, Leonid Boytsov, Nathan Kurz, - * SIMD Compression and the Intersection of Sorted Integers - * http://arxiv.org/abs/1401.6399 - *

- *

- * For multi-threaded applications, each thread should use its own - * IntegratedFastPFOR object. - *

- * - * You should only use this scheme on sorted arrays. Use FastPFOR if you have - * unsorted arrays. - * - * @author Daniel Lemire - */ -public final class IntegratedFastPFOR implements IntegratedIntegerCODEC { - /** - * - */ - public final static int BLOCK_SIZE = 128; - final static int OVERHEAD_OF_EACH_EXCEPT = 8; - final static int DEFAULT_PAGE_SIZE = 65536; - - int pageSize; - final int[] buffer = new int[BLOCK_SIZE]; - final int[][] dataTobePacked = new int[33][]; - final ByteBuffer byteContainer; - - // Working area for compress and uncompress. - int[] dataPointers; - int[] freqs; - int[] bestbbestcexceptmaxb = new int[3]; - - /** - * Construct the FastPFOR CODEC. - * - * @param pagesize - * the desired page size (for expert use) - */ - public IntegratedFastPFOR(int pagesize) { - pageSize = pagesize; - // Initiate arrrays. - byteContainer = ByteBuffer.allocateDirect(3 * pageSize - / BLOCK_SIZE + pageSize); - for (int k = 1; k < dataTobePacked.length; ++k) - dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic - } - - /** - * Construct the fastPFOR CODEC with default parameters. - */ - public IntegratedFastPFOR() { - this(DEFAULT_PAGE_SIZE); - } - - /** - * Compress data in blocks of 128 integers (if fewer than 128 integers - * are provided, nothing is done). - * - * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) - */ - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, 128); - if (inlength == 0) - return; - - out[outpos.get()] = inlength; - outpos.increment(); - IntWrapper initoffset = new IntWrapper(0); - - // Allocate memory for working area. - dataPointers = new int[33]; - freqs = new int[33]; - - final int finalinpos = inpos.get() + inlength; - while (inpos.get() != finalinpos) { - int thissize = Math.min(pageSize, - finalinpos - inpos.get()); - encodePage(in, inpos, thissize, out, outpos, initoffset); - } - - dataPointers = null; - freqs = null; - } - - private void getBestBFromData(int[] in, int pos) { - Arrays.fill(freqs, 0); - for (int k = pos, k_end = pos + BLOCK_SIZE; k < k_end; ++k) { - freqs[Util.bits(in[k])]++; - } - bestbbestcexceptmaxb[0] = 32; - while (freqs[bestbbestcexceptmaxb[0]] == 0) - bestbbestcexceptmaxb[0]--; - bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; - int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; - int cexcept = 0; - bestbbestcexceptmaxb[1] = cexcept; - for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { - cexcept += freqs[b + 1]; - if (cexcept < 0) - break; - // the extra 8 is the cost of storing maxbits - int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT - + cexcept * (bestbbestcexceptmaxb[2] - b) + b - * BLOCK_SIZE + 8; - if (thiscost < bestcost) { - bestcost = thiscost; - bestbbestcexceptmaxb[0] = (byte) b; - bestbbestcexceptmaxb[1] = cexcept; - } - } - } - - private void encodePage(int[] constin, IntWrapper constinpos, - int thissize, int[] out, IntWrapper outpos, - IntWrapper initoffset) { - final int headerpos = outpos.get(); - outpos.increment(); - int tmpoutpos = outpos.get(); - - // Clear working area. - Arrays.fill(dataPointers, 0); - byteContainer.clear(); - - int tmpconstinpos = constinpos.get(); - for (final int finalconstinpos = tmpconstinpos + thissize - - BLOCK_SIZE; tmpconstinpos <= finalconstinpos; tmpconstinpos += BLOCK_SIZE) { - initoffset.set(Delta.delta(constin, tmpconstinpos, - BLOCK_SIZE, initoffset.intValue(), buffer)); - getBestBFromData(buffer, 0); - final int tmpbestb = bestbbestcexceptmaxb[0]; - byteContainer.put((byte)bestbbestcexceptmaxb[0]); - byteContainer.put((byte)bestbbestcexceptmaxb[1]); - - if (bestbbestcexceptmaxb[1] > 0) { - byteContainer.put((byte)bestbbestcexceptmaxb[2]); - final int index = bestbbestcexceptmaxb[2] - - bestbbestcexceptmaxb[0]; - if (dataPointers[index] - + bestbbestcexceptmaxb[1] >= dataTobePacked[index].length) { - int newsize = 2 * (dataPointers[index] + bestbbestcexceptmaxb[1]); - // make sure it is a multiple of 32 - newsize = Util - .greatestMultiple(newsize + 31, 32); - dataTobePacked[index] = Arrays.copyOf( - dataTobePacked[index], newsize); - } - for (int k = 0; k < BLOCK_SIZE; ++k) { - if ((buffer[k] >>> bestbbestcexceptmaxb[0]) != 0) { - // we have an exception - byteContainer.put((byte) k); - dataTobePacked[index][dataPointers[index]++] = buffer[k] >>> tmpbestb; - } - } - - } - for (int k = 0; k < 128; k += 32) { - BitPacking.fastpack(buffer, k, out, tmpoutpos, - tmpbestb); - tmpoutpos += tmpbestb; - } - } - constinpos.set(tmpconstinpos); - out[headerpos] = tmpoutpos - headerpos; - final int bytesize = byteContainer.position(); - while ((byteContainer.position() & 3) != 0) - byteContainer.put((byte) 0); - out[tmpoutpos++] = bytesize; - final int howmanyints = byteContainer.position() / 4; - byteContainer.flip(); - byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); - tmpoutpos += howmanyints; - int bitmap = 0; - for (int k = 1; k <= 32; ++k) { - if (dataPointers[k] != 0) - bitmap |= (1 << (k - 1)); - } - out[tmpoutpos++] = bitmap; - for (int k = 1; k <= 32; ++k) { - if (dataPointers[k] != 0) { - out[tmpoutpos++] = dataPointers[k];// size - for (int j = 0; j < dataPointers[k]; j += 32) { - BitPacking.fastpack(dataTobePacked[k], - j, out, tmpoutpos, k); - tmpoutpos += k; - } - } - } - outpos.set(tmpoutpos); - } - - /** - * Uncompress data in blocks of 128 integers. In this particular case, - * the inlength parameter is ignored: it is deduced from the compressed - * data. - * - * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) - */ - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - - int mynvalue = in[inpos.get()]; - inpos.increment(); - - dataPointers = new int[33]; - IntWrapper initoffset = new IntWrapper(0); - - int finalout = outpos.get() + mynvalue; - while (outpos.get() != finalout) { - int thissize = Math.min(pageSize, - finalout - outpos.get()); - decodePage(in, inpos, out, outpos, thissize, initoffset); - } - - dataPointers = null; - } - - private void decodePage(int[] in, IntWrapper inpos, int[] out, - IntWrapper outpos, int thissize, IntWrapper initoffset) { - final int initpos = inpos.get(); - final int wheremeta = in[inpos.get()]; - inpos.increment(); - int inexcept = initpos + wheremeta; - final int bytesize = in[inexcept++]; - byteContainer.clear(); - byteContainer.asIntBuffer().put(in, inexcept, (bytesize + 3) / 4); - inexcept += (bytesize + 3) / 4; - - final int bitmap = in[inexcept++]; - for (int k = 1; k <= 32; ++k) { - if ((bitmap & (1 << (k - 1))) != 0) { - int size = in[inexcept++]; - if (dataTobePacked[k].length < size) - dataTobePacked[k] = new int[Util - .greatestMultiple(size + 31, 32)]; - for (int j = 0; j < size; j += 32) { - BitPacking.fastunpack(in, inexcept, - dataTobePacked[k], j, k); - inexcept += k; - } - } - } - Arrays.fill(dataPointers, 0); - int tmpoutpos = outpos.get(); - int tmpinpos = inpos.get(); - - for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { - final int b = byteContainer.get(); - final int cexcept = byteContainer.get() & 0xFF; - for (int k = 0; k < 128; k += 32) { - BitPacking.fastunpack(in, tmpinpos, out, - tmpoutpos + k, b); - tmpinpos += b; - } - if (cexcept > 0) { - final int maxbits = byteContainer.get(); - final int index = maxbits - b; - for (int k = 0; k < cexcept; ++k) { - final int pos = byteContainer.get() & 0xFF; - final int exceptvalue = dataTobePacked[index][dataPointers[index]++]; - out[pos + tmpoutpos] |= exceptvalue << b; - } - } - initoffset.set(Delta.fastinverseDelta(out, tmpoutpos, - BLOCK_SIZE, initoffset.intValue())); - } - outpos.set(tmpoutpos); - inpos.set(inexcept); - } - - @Override - public String toString() { - return this.getClass().getSimpleName(); - } -} diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 3449f52..45f046e 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -6,7 +6,6 @@ import me.lemire.integercompression.differential.Delta; import me.lemire.integercompression.differential.IntegratedBinaryPacking; import me.lemire.integercompression.differential.IntegratedComposition; -import me.lemire.integercompression.differential.IntegratedFastPFOR; import me.lemire.integercompression.differential.IntegratedIntegerCODEC; import me.lemire.integercompression.differential.IntegratedVariableByte; import me.lemire.integercompression.differential.XorBinaryPacking; @@ -34,8 +33,6 @@ public class BasicTest { new Composition(new NewPFDS16(), new VariableByte()), new Composition(new OptPFDS9(), new VariableByte()), new Composition(new OptPFDS16(), new VariableByte()), - new IntegratedComposition(new IntegratedFastPFOR(), - new IntegratedVariableByte()), new Composition(new FastPFOR(), new VariableByte()), new Simple9(), new Simple16(), @@ -483,8 +480,6 @@ public void testUnsortedExample() { new IntegratedVariableByte())); testUnsorted(new Composition(new IntegratedBinaryPacking(), new VariableByte())); - testUnsorted(new IntegratedComposition(new IntegratedFastPFOR(), - new IntegratedVariableByte())); testUnsorted2(new VariableByte()); testUnsorted2(new IntegratedVariableByte()); @@ -501,8 +496,6 @@ public void testUnsortedExample() { new IntegratedVariableByte())); testUnsorted3(new Composition(new IntegratedBinaryPacking(), new VariableByte())); - testUnsorted3(new IntegratedComposition(new IntegratedFastPFOR(), - new IntegratedVariableByte())); testUnsorted3(new VariableByte()); testUnsorted3(new IntegratedVariableByte()); testUnsorted3(new Composition(new BinaryPacking(), new VariableByte())); @@ -518,8 +511,6 @@ public void testUnsortedExample() { new IntegratedVariableByte())); testUnsorted2(new Composition(new IntegratedBinaryPacking(), new VariableByte())); - testUnsorted2(new IntegratedComposition(new IntegratedFastPFOR(), - new IntegratedVariableByte())); } @@ -612,25 +603,4 @@ public void fastPforTest() { + " != " + data[k]); } - /** - * - */ - @Test - public void ifastPforTest() { - // inspired by Stefan Ackermann (https://github.com/Stivo) - IntegratedFastPFOR codec1 = new IntegratedFastPFOR(); - IntegratedFastPFOR codec2 = new IntegratedFastPFOR(); - int N = IntegratedFastPFOR.BLOCK_SIZE; - int[] data = new int[N]; - for (int i = 0; i < N; i++) - data[i] = 0; - data[126] = -1; - int[] comp = TestUtils.compress(codec1, Arrays.copyOf(data, N)); - int[] answer = TestUtils.uncompress(codec2, comp, N); - for (int k = 0; k < N; ++k) - if (answer[k] != data[k]) - throw new RuntimeException("bug " + k + " " + answer[k] - + " != " + data[k]); - } - } diff --git a/src/test/java/me/lemire/integercompression/BoundaryTest.java b/src/test/java/me/lemire/integercompression/BoundaryTest.java index 0d6d573..2a52bf9 100644 --- a/src/test/java/me/lemire/integercompression/BoundaryTest.java +++ b/src/test/java/me/lemire/integercompression/BoundaryTest.java @@ -4,7 +4,6 @@ import me.lemire.integercompression.differential.IntegratedBinaryPacking; import me.lemire.integercompression.differential.IntegratedComposition; -import me.lemire.integercompression.differential.IntegratedFastPFOR; import me.lemire.integercompression.differential.IntegratedVariableByte; import org.junit.Test; @@ -73,9 +72,6 @@ public void testIntegratedComposition() { IntegratedComposition c = new IntegratedComposition( new IntegratedBinaryPacking(), new IntegratedVariableByte()); testBoundary(c); - IntegratedComposition c2 = new IntegratedComposition( - new IntegratedFastPFOR(), new IntegratedVariableByte()); - testBoundary(c2); } /** From 7169f09716f7e91883350ac16976e13f22dde935 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 14:44:20 -0400 Subject: [PATCH 056/266] Ready for new tests --- .../lemire/integercompression/FastPFOR.java | 66 ++++++++++++------- .../benchmarktools/Benchmark.java | 16 ++++- .../benchmarktools/BenchmarkCSV.java | 3 +- .../BenchmarkOffsettedSeries.java | 4 +- .../benchmarktools/BenchmarkSkippable.java | 3 +- .../lemire/integercompression/AdhocTest.java | 9 ++- .../lemire/integercompression/BasicTest.java | 56 +++++++++------- .../SkippableBasicTest.java | 3 +- 8 files changed, 104 insertions(+), 56 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index b307729..44b0888 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -38,10 +38,17 @@ * @author Daniel Lemire */ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { - final static int BLOCK_SIZE = 256; final static int OVERHEAD_OF_EACH_EXCEPT = 8; - final static int DEFAULT_PAGE_SIZE = 65536; + /** + * + */ + public final static int DEFAULT_PAGE_SIZE = 65536; + /** + * + */ + public final static int DEFAULT_BLOCK_SIZE = 256; + int blockSize; int pageSize; final int[][] dataTobePacked = new int[33][]; final ByteBuffer byteContainer; @@ -53,24 +60,35 @@ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { /** * Construct the FastPFOR CODEC. + * @param BlockSize block size (should be 128 or 256 integers) * * @param pagesize - * the desired page size (for expert use) + * the desired page size (recommended value is FastPFOR.DEFAULT_PAGE_SIZE) + */ + public FastPFOR(int BlockSize, int pagesize) { + if((BlockSize != 128) && (BlockSize != 256)) + throw new IllegalArgumentException(" block size should be 128 or 256"); + blockSize = BlockSize; + pageSize = pagesize; + // Initiate arrrays. + byteContainer = ByteBuffer.allocateDirect(3 * pageSize + / blockSize + pageSize); + for (int k = 1; k < dataTobePacked.length; ++k) + dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic + } + /** + * Construct the fastPFOR CODEC with specified block size . + * @param BlockSize block size (should be 128 or 256 integers) */ - public FastPFOR(int pagesize) { - pageSize = pagesize; - // Initiate arrrays. - byteContainer = ByteBuffer.allocateDirect(3 * pageSize - / BLOCK_SIZE + pageSize); - for (int k = 1; k < dataTobePacked.length; ++k) - dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic + public FastPFOR(int BlockSize) { + this(BlockSize, DEFAULT_PAGE_SIZE); } /** * Construct the fastPFOR CODEC with default parameters. */ public FastPFOR() { - this(DEFAULT_PAGE_SIZE); + this(DEFAULT_BLOCK_SIZE, DEFAULT_PAGE_SIZE); } /** @@ -82,7 +100,7 @@ public FastPFOR() { @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + inlength = Util.greatestMultiple(inlength, blockSize); if (inlength == 0) return; @@ -104,24 +122,24 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, private void getBestBFromData(int[] in, int pos) { Arrays.fill(freqs, 0); - for (int k = pos, k_end = pos + BLOCK_SIZE; k < k_end; ++k) { + for (int k = pos, k_end = pos + blockSize; k < k_end; ++k) { freqs[Util.bits(in[k])]++; } bestbbestcexceptmaxb[0] = 32; while (freqs[bestbbestcexceptmaxb[0]] == 0) bestbbestcexceptmaxb[0]--; bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; - int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; + int bestcost = bestbbestcexceptmaxb[0] * blockSize; int cexcept = 0; bestbbestcexceptmaxb[1] = cexcept; for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { cexcept += freqs[b + 1]; - if (cexcept == BLOCK_SIZE) + if (cexcept == blockSize) break; // the extra 8 is the cost of storing maxbits int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT + cexcept * (bestbbestcexceptmaxb[2] - b) + b - * BLOCK_SIZE + 8; + * blockSize + 8; if(bestbbestcexceptmaxb[2] - b == 1) thiscost -= cexcept; if (thiscost < bestcost) { bestcost = thiscost; @@ -142,7 +160,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, byteContainer.clear(); int tmpinpos = inpos.get(); - for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { + for (final int finalinpos = tmpinpos + thissize - blockSize; tmpinpos <= finalinpos; tmpinpos += blockSize) { getBestBFromData(in, tmpinpos); final int tmpbestb = bestbbestcexceptmaxb[0]; byteContainer.put((byte)bestbbestcexceptmaxb[0]); @@ -160,7 +178,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, dataTobePacked[index] = Arrays.copyOf( dataTobePacked[index], newsize); } - for (int k = 0; k < BLOCK_SIZE; ++k) { + for (int k = 0; k < blockSize; ++k) { if ((in[k + tmpinpos] >>> bestbbestcexceptmaxb[0]) != 0) { // we have an exception byteContainer.put((byte) k); @@ -170,7 +188,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } } - for (int k = 0; k < BLOCK_SIZE; k += 32) { + for (int k = 0; k < blockSize; k += 32) { BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, tmpbestb); tmpoutpos += tmpbestb; @@ -221,7 +239,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); + mynvalue = Util.greatestMultiple(mynvalue, blockSize); dataPointers = new int[33]; @@ -282,10 +300,10 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpoutpos = outpos.get(); int tmpinpos = inpos.get(); - for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { + for (int run = 0, run_end = thissize / blockSize; run < run_end; ++run, tmpoutpos += blockSize) { final int b = byteContainer.get(); final int cexcept = byteContainer.get() & 0xFF; - for (int k = 0; k < BLOCK_SIZE; k += 32) { + for (int k = 0; k < blockSize; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, b); tmpinpos += b; @@ -313,7 +331,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + inlength = Util.greatestMultiple(inlength, blockSize); if (inlength == 0) return; out[outpos.get()] = inlength; @@ -332,6 +350,6 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, } @Override public String toString() { - return this.getClass().getSimpleName(); + return this.getClass().getSimpleName()+blockSize; } } diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java index 4afb6b0..c0d2812 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java @@ -488,13 +488,23 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { testCodec(csvLog, sparsity, new Composition( - new FastPFOR(), new VariableByte()), data, + new FastPFOR(128), new VariableByte()), data, repeat, false); testCodec(csvLog, sparsity, new Composition( - new FastPFOR(), new VariableByte()), data, + new FastPFOR(128), new VariableByte()), data, repeat, false); testCodec(csvLog, sparsity, new Composition( - new FastPFOR(), new VariableByte()), data, + new FastPFOR(128), new VariableByte()), data, + repeat, true); + System.out.println(); + testCodec(csvLog, sparsity, new Composition( + new FastPFOR(256), new VariableByte()), data, + repeat, false); + testCodec(csvLog, sparsity, new Composition( + new FastPFOR(256), new VariableByte()), data, + repeat, false); + testCodec(csvLog, sparsity, new Composition( + new FastPFOR(256), new VariableByte()), data, repeat, true); System.out.println(); diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java index a30027d..1c28ff5 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java @@ -23,7 +23,8 @@ public class BenchmarkCSV { new IntegratedVariableByte()) }; static IntegratedByteIntegerCODEC bcodecs[] = { new IntegratedVariableByte() }; static IntegerCODEC regcodecs[] = { - new Composition(new FastPFOR(), new VariableByte()), + new Composition(new FastPFOR(128), new VariableByte()), + new Composition(new FastPFOR(256), new VariableByte()), new Composition(new BinaryPacking(), new VariableByte()) }; static ByteIntegerCODEC regbcodecs[] = { new VariableByte() }; diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java index 9e25dc6..7bf9a1b 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java @@ -45,7 +45,7 @@ public static void run(final PrintWriter csvWriter, final int count, final int l new DeltaZigzagBinaryPacking(), new DeltaZigzagVariableByte(), new IntegratedBinaryPacking(), new XorBinaryPacking(), - new FastPFOR(), }; + new FastPFOR(128), new FastPFOR(256)}; csvWriter .format("\"Dataset\",\"CODEC\",\"Bits per int\"," @@ -60,7 +60,7 @@ public static void run(final PrintWriter csvWriter, final int count, final int l new DeltaZigzagBinaryPacking(), new DeltaZigzagVariableByte(), new IntegratedBinaryPacking(), new XorBinaryPacking(), - new FastPFOR(), }; + new FastPFOR(128),new FastPFOR(256), }; int freq = length / 4; benchmarkSine(csvWriter, codecs2, count, length, diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index 604d11b..7fe23e3 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -290,7 +290,8 @@ private static int[][] generateTestData(ClusteredDataGenerator dataGen, } static Object[] codecs = { - new SkippableComposition(new FastPFOR(), new VariableByte()), + new SkippableComposition(new FastPFOR(128), new VariableByte()), + new SkippableComposition(new FastPFOR(256), new VariableByte()), new SkippableComposition(new OptPFD(), new VariableByte()), /* new SkippableIntegratedComposition(new IntegratedBinaryPacking(), diff --git a/src/test/java/me/lemire/integercompression/AdhocTest.java b/src/test/java/me/lemire/integercompression/AdhocTest.java index 50c2ad5..dd4a961 100644 --- a/src/test/java/me/lemire/integercompression/AdhocTest.java +++ b/src/test/java/me/lemire/integercompression/AdhocTest.java @@ -16,8 +16,11 @@ public class AdhocTest @Test public void biggerCompressedArray0() { // No problem: for comparison. - IntegerCODEC c = new Composition(new FastPFOR(), new VariableByte()); + IntegerCODEC c = new Composition(new FastPFOR(128), new VariableByte()); assertSymmetry(c, 0, 16384); + c = new Composition(new FastPFOR(256), new VariableByte()); + assertSymmetry(c, 0, 16384); + } /** @@ -36,7 +39,9 @@ public void biggerCompressedArray1() { @Test public void biggerCompressedArray2() { // Compressed array is bigger than original, because of Composition. - IntegerCODEC c = new Composition(new FastPFOR(), new VariableByte()); + IntegerCODEC c = new Composition(new FastPFOR(128), new VariableByte()); + assertSymmetry(c, 65535, 65535); + c = new Composition(new FastPFOR(256), new VariableByte()); assertSymmetry(c, 65535, 65535); } diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 45f046e..66b0769 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -33,7 +33,8 @@ public class BasicTest { new Composition(new NewPFDS16(), new VariableByte()), new Composition(new OptPFDS9(), new VariableByte()), new Composition(new OptPFDS16(), new VariableByte()), - new Composition(new FastPFOR(), new VariableByte()), + new Composition(new FastPFOR(128), new VariableByte()), + new Composition(new FastPFOR(256), new VariableByte()), new Simple9(), new Simple16(), new Composition(new XorBinaryPacking(), new VariableByte()), @@ -302,7 +303,8 @@ public void spuriousouttest() { testSpurious(new OptPFD()); testSpurious(new OptPFDS9()); testSpurious(new OptPFDS16()); - testSpurious(new FastPFOR()); + testSpurious(new FastPFOR(128)); + testSpurious(new FastPFOR(256)); } /** @@ -319,7 +321,8 @@ public void zeroinzerouttest() { testZeroInZeroOut(new OptPFD()); testZeroInZeroOut(new OptPFDS9()); testZeroInZeroOut(new OptPFDS16()); - testZeroInZeroOut(new FastPFOR()); + testZeroInZeroOut(new FastPFOR(128)); + testZeroInZeroOut(new FastPFOR(256)); testZeroInZeroOut(new VariableByte()); testZeroInZeroOut(new Composition(new IntegratedBinaryPacking(), new VariableByte())); @@ -331,7 +334,8 @@ public void zeroinzerouttest() { testZeroInZeroOut(new Composition(new OptPFD(), new VariableByte())); testZeroInZeroOut(new Composition(new OptPFDS9(), new VariableByte())); testZeroInZeroOut(new Composition(new OptPFDS16(), new VariableByte())); - testZeroInZeroOut(new Composition(new FastPFOR(), new VariableByte())); + testZeroInZeroOut(new Composition(new FastPFOR(128), new VariableByte())); + testZeroInZeroOut(new Composition(new FastPFOR(256), new VariableByte())); testZeroInZeroOut(new IntegratedComposition( new IntegratedBinaryPacking(), new IntegratedVariableByte())); @@ -413,8 +417,11 @@ private static void test(int N, int nbr) { testCodec(new Composition(new OptPFDS16(), new VariableByte()), new Composition(new OptPFDS16(), new VariableByte()), data, max); - testCodec(new Composition(new FastPFOR(), new VariableByte()), - new Composition(new FastPFOR(), new VariableByte()), data, + testCodec(new Composition(new FastPFOR(128), new VariableByte()), + new Composition(new FastPFOR(128), new VariableByte()), data, + max); + testCodec(new Composition(new FastPFOR(256), new VariableByte()), + new Composition(new FastPFOR(256), new VariableByte()), data, max); testCodec(new Simple9(), new Simple9(), data, max); } @@ -474,7 +481,8 @@ public void testUnsortedExample() { testUnsorted(new Composition(new OptPFD(), new VariableByte())); testUnsorted(new Composition(new OptPFDS9(), new VariableByte())); testUnsorted(new Composition(new OptPFDS16(), new VariableByte())); - testUnsorted(new Composition(new FastPFOR(), new VariableByte())); + testUnsorted(new Composition(new FastPFOR(128), new VariableByte())); + testUnsorted(new Composition(new FastPFOR(256), new VariableByte())); testUnsorted(new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte())); @@ -490,7 +498,8 @@ public void testUnsortedExample() { testUnsorted2(new Composition(new OptPFD(), new VariableByte())); testUnsorted2(new Composition(new OptPFDS9(), new VariableByte())); testUnsorted2(new Composition(new OptPFDS16(), new VariableByte())); - testUnsorted2(new Composition(new FastPFOR(), new VariableByte())); + testUnsorted2(new Composition(new FastPFOR(128), new VariableByte())); + testUnsorted2(new Composition(new FastPFOR(256), new VariableByte())); testUnsorted3(new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte())); @@ -505,7 +514,8 @@ public void testUnsortedExample() { testUnsorted3(new Composition(new OptPFD(), new VariableByte())); testUnsorted3(new Composition(new OptPFDS9(), new VariableByte())); testUnsorted3(new Composition(new OptPFDS16(), new VariableByte())); - testUnsorted3(new Composition(new FastPFOR(), new VariableByte())); + testUnsorted3(new Composition(new FastPFOR(128), new VariableByte())); + testUnsorted3(new Composition(new FastPFOR(256), new VariableByte())); testUnsorted2(new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte())); @@ -588,19 +598,21 @@ private void testUnsorted3(IntegerCODEC codec) { @Test public void fastPforTest() { // proposed by Stefan Ackermann (https://github.com/Stivo) - FastPFOR codec1 = new FastPFOR(); - FastPFOR codec2 = new FastPFOR(); - int N = FastPFOR.BLOCK_SIZE; - int[] data = new int[N]; - for (int i = 0; i < N; i++) - data[i] = 0; - data[126] = -1; - int[] comp = TestUtils.compress(codec1, Arrays.copyOf(data, N)); - int[] answer = TestUtils.uncompress(codec2, comp, N); - for (int k = 0; k < N; ++k) - if (answer[k] != data[k]) - throw new RuntimeException("bug " + k + " " + answer[k] - + " != " + data[k]); + for(int n = 128; n<=256;n+=128) { + FastPFOR codec1 = new FastPFOR(n); + FastPFOR codec2 = new FastPFOR(n); + int N = codec1.blockSize; + int[] data = new int[N]; + for (int i = 0; i < N; i++) + data[i] = 0; + data[126] = -1; + int[] comp = TestUtils.compress(codec1, Arrays.copyOf(data, N)); + int[] answer = TestUtils.uncompress(codec2, comp, N); + for (int k = 0; k < N; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug " + k + " " + answer[k] + + " != " + data[k]); + } } } diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index ee44bc1..3e718ae 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -22,7 +22,8 @@ public class SkippableBasicTest { new SkippableComposition(new OptPFD(), new VariableByte()), new SkippableComposition(new OptPFDS9(), new VariableByte()), new SkippableComposition(new OptPFDS16(), new VariableByte()), - new SkippableComposition(new FastPFOR(), new VariableByte()), + new SkippableComposition(new FastPFOR(128), new VariableByte()), + new SkippableComposition(new FastPFOR(256), new VariableByte()), new Simple9(), new Simple16() }; From 3aa4842d23719124e3a23bacfadb333d7082d422 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 14:49:05 -0400 Subject: [PATCH 057/266] Another experiment --- src/main/java/me/lemire/integercompression/FastPFOR.java | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 44b0888..353168c 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -48,15 +48,15 @@ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { */ public final static int DEFAULT_BLOCK_SIZE = 256; - int blockSize; - int pageSize; + final int blockSize = DEFAULT_BLOCK_SIZE; + final int pageSize; final int[][] dataTobePacked = new int[33][]; final ByteBuffer byteContainer; // Working area for compress and uncompress. int[] dataPointers; int[] freqs; - int[] bestbbestcexceptmaxb = new int[3]; + final int[] bestbbestcexceptmaxb = new int[3]; /** * Construct the FastPFOR CODEC. @@ -68,7 +68,7 @@ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { public FastPFOR(int BlockSize, int pagesize) { if((BlockSize != 128) && (BlockSize != 256)) throw new IllegalArgumentException(" block size should be 128 or 256"); - blockSize = BlockSize; + //blockSize = BlockSize; pageSize = pagesize; // Initiate arrrays. byteContainer = ByteBuffer.allocateDirect(3 * pageSize From 8fb66d1802c70647ce27ed66b68b41dd806572ef Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 14:58:00 -0400 Subject: [PATCH 058/266] Another test --- .../lemire/integercompression/FastPFOR.java | 17 +-- .../benchmarktools/Benchmark.java | 13 +-- .../benchmarktools/BenchmarkCSV.java | 4 +- .../BenchmarkOffsettedSeries.java | 5 +- .../benchmarktools/BenchmarkSkippable.java | 5 +- .../lemire/integercompression/AdhocTest.java | 8 +- .../lemire/integercompression/BasicTest.java | 101 +++++++++++------- .../SkippableBasicTest.java | 4 +- 8 files changed, 85 insertions(+), 72 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 353168c..40b07cb 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -60,15 +60,11 @@ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { /** * Construct the FastPFOR CODEC. - * @param BlockSize block size (should be 128 or 256 integers) * * @param pagesize * the desired page size (recommended value is FastPFOR.DEFAULT_PAGE_SIZE) */ - public FastPFOR(int BlockSize, int pagesize) { - if((BlockSize != 128) && (BlockSize != 256)) - throw new IllegalArgumentException(" block size should be 128 or 256"); - //blockSize = BlockSize; + private FastPFOR(int pagesize) { pageSize = pagesize; // Initiate arrrays. byteContainer = ByteBuffer.allocateDirect(3 * pageSize @@ -76,19 +72,12 @@ public FastPFOR(int BlockSize, int pagesize) { for (int k = 1; k < dataTobePacked.length; ++k) dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic } - /** - * Construct the fastPFOR CODEC with specified block size . - * @param BlockSize block size (should be 128 or 256 integers) - */ - public FastPFOR(int BlockSize) { - this(BlockSize, DEFAULT_PAGE_SIZE); - } /** * Construct the fastPFOR CODEC with default parameters. */ public FastPFOR() { - this(DEFAULT_BLOCK_SIZE, DEFAULT_PAGE_SIZE); + this( DEFAULT_PAGE_SIZE); } /** @@ -350,6 +339,6 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, } @Override public String toString() { - return this.getClass().getSimpleName()+blockSize; + return this.getClass().getSimpleName(); } } diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java index c0d2812..847a28a 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java @@ -14,6 +14,7 @@ import me.lemire.integercompression.DeltaZigzagBinaryPacking; import me.lemire.integercompression.DeltaZigzagVariableByte; import me.lemire.integercompression.FastPFOR; +import me.lemire.integercompression.FastPFOR128; import me.lemire.integercompression.IntWrapper; import me.lemire.integercompression.IntegerCODEC; import me.lemire.integercompression.JustCopy; @@ -488,23 +489,23 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { testCodec(csvLog, sparsity, new Composition( - new FastPFOR(128), new VariableByte()), data, + new FastPFOR128(), new VariableByte()), data, repeat, false); testCodec(csvLog, sparsity, new Composition( - new FastPFOR(128), new VariableByte()), data, + new FastPFOR128(), new VariableByte()), data, repeat, false); testCodec(csvLog, sparsity, new Composition( - new FastPFOR(128), new VariableByte()), data, + new FastPFOR128(), new VariableByte()), data, repeat, true); System.out.println(); testCodec(csvLog, sparsity, new Composition( - new FastPFOR(256), new VariableByte()), data, + new FastPFOR(), new VariableByte()), data, repeat, false); testCodec(csvLog, sparsity, new Composition( - new FastPFOR(256), new VariableByte()), data, + new FastPFOR(), new VariableByte()), data, repeat, false); testCodec(csvLog, sparsity, new Composition( - new FastPFOR(256), new VariableByte()), data, + new FastPFOR(), new VariableByte()), data, repeat, true); System.out.println(); diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java index 1c28ff5..3115f0a 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkCSV.java @@ -23,8 +23,8 @@ public class BenchmarkCSV { new IntegratedVariableByte()) }; static IntegratedByteIntegerCODEC bcodecs[] = { new IntegratedVariableByte() }; static IntegerCODEC regcodecs[] = { - new Composition(new FastPFOR(128), new VariableByte()), - new Composition(new FastPFOR(256), new VariableByte()), + new Composition(new FastPFOR128(), new VariableByte()), + new Composition(new FastPFOR(), new VariableByte()), new Composition(new BinaryPacking(), new VariableByte()) }; static ByteIntegerCODEC regbcodecs[] = { new VariableByte() }; diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java index 7bf9a1b..d9243bd 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java @@ -13,6 +13,7 @@ import me.lemire.integercompression.DeltaZigzagBinaryPacking; import me.lemire.integercompression.DeltaZigzagVariableByte; import me.lemire.integercompression.FastPFOR; +import me.lemire.integercompression.FastPFOR128; import me.lemire.integercompression.IntWrapper; import me.lemire.integercompression.IntegerCODEC; import me.lemire.integercompression.JustCopy; @@ -45,7 +46,7 @@ public static void run(final PrintWriter csvWriter, final int count, final int l new DeltaZigzagBinaryPacking(), new DeltaZigzagVariableByte(), new IntegratedBinaryPacking(), new XorBinaryPacking(), - new FastPFOR(128), new FastPFOR(256)}; + new FastPFOR128(), new FastPFOR()}; csvWriter .format("\"Dataset\",\"CODEC\",\"Bits per int\"," @@ -60,7 +61,7 @@ public static void run(final PrintWriter csvWriter, final int count, final int l new DeltaZigzagBinaryPacking(), new DeltaZigzagVariableByte(), new IntegratedBinaryPacking(), new XorBinaryPacking(), - new FastPFOR(128),new FastPFOR(256), }; + new FastPFOR128(),new FastPFOR(), }; int freq = length / 4; benchmarkSine(csvWriter, codecs2, count, length, diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index 7fe23e3..4475b62 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -8,6 +8,7 @@ import me.lemire.integercompression.BinaryPacking; import me.lemire.integercompression.FastPFOR; +import me.lemire.integercompression.FastPFOR128; import me.lemire.integercompression.IntWrapper; import me.lemire.integercompression.JustCopy; import me.lemire.integercompression.NewPFD; @@ -290,8 +291,8 @@ private static int[][] generateTestData(ClusteredDataGenerator dataGen, } static Object[] codecs = { - new SkippableComposition(new FastPFOR(128), new VariableByte()), - new SkippableComposition(new FastPFOR(256), new VariableByte()), + new SkippableComposition(new FastPFOR128(), new VariableByte()), + new SkippableComposition(new FastPFOR(), new VariableByte()), new SkippableComposition(new OptPFD(), new VariableByte()), /* new SkippableIntegratedComposition(new IntegratedBinaryPacking(), diff --git a/src/test/java/me/lemire/integercompression/AdhocTest.java b/src/test/java/me/lemire/integercompression/AdhocTest.java index dd4a961..5195fef 100644 --- a/src/test/java/me/lemire/integercompression/AdhocTest.java +++ b/src/test/java/me/lemire/integercompression/AdhocTest.java @@ -16,9 +16,9 @@ public class AdhocTest @Test public void biggerCompressedArray0() { // No problem: for comparison. - IntegerCODEC c = new Composition(new FastPFOR(128), new VariableByte()); + IntegerCODEC c = new Composition(new FastPFOR128(), new VariableByte()); assertSymmetry(c, 0, 16384); - c = new Composition(new FastPFOR(256), new VariableByte()); + c = new Composition(new FastPFOR(), new VariableByte()); assertSymmetry(c, 0, 16384); } @@ -39,9 +39,9 @@ public void biggerCompressedArray1() { @Test public void biggerCompressedArray2() { // Compressed array is bigger than original, because of Composition. - IntegerCODEC c = new Composition(new FastPFOR(128), new VariableByte()); + IntegerCODEC c = new Composition(new FastPFOR128(), new VariableByte()); assertSymmetry(c, 65535, 65535); - c = new Composition(new FastPFOR(256), new VariableByte()); + c = new Composition(new FastPFOR(), new VariableByte()); assertSymmetry(c, 65535, 65535); } diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 66b0769..6a10f7f 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -33,8 +33,8 @@ public class BasicTest { new Composition(new NewPFDS16(), new VariableByte()), new Composition(new OptPFDS9(), new VariableByte()), new Composition(new OptPFDS16(), new VariableByte()), - new Composition(new FastPFOR(128), new VariableByte()), - new Composition(new FastPFOR(256), new VariableByte()), + new Composition(new FastPFOR128(), new VariableByte()), + new Composition(new FastPFOR(), new VariableByte()), new Simple9(), new Simple16(), new Composition(new XorBinaryPacking(), new VariableByte()), @@ -51,7 +51,7 @@ public void varyingLengthTest() { for (int k = 0; k < N; ++k) data[k] = k; for (IntegerCODEC c : codecs) { - System.out.println("[BasicTest.varyingLengthTest] codec = "+c); + System.out.println("[BasicTest.varyingLengthTest] codec = " + c); for (int L = 1; L <= 128; L++) { int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); int[] answer = TestUtils.uncompress(c, comp, L); @@ -64,8 +64,10 @@ public void varyingLengthTest() { int[] answer = TestUtils.uncompress(c, comp, L); for (int k = 0; k < L; ++k) if (answer[k] != data[k]) { - System.out.println(Arrays.toString(Arrays.copyOf(answer, L))); - System.out.println(Arrays.toString(Arrays.copyOf(data, L))); + System.out.println(Arrays.toString(Arrays.copyOf( + answer, L))); + System.out.println(Arrays.toString(Arrays.copyOf(data, + L))); throw new RuntimeException("bug"); } } @@ -82,7 +84,7 @@ public void varyingLengthTest2() { int[] data = new int[N]; data[127] = -1; for (IntegerCODEC c : codecs) { - System.out.println("[BasicTest.varyingLengthTest2] codec = "+c); + System.out.println("[BasicTest.varyingLengthTest2] codec = " + c); try { // CODEC Simple9 is limited to "small" integers. if (c.getClass().equals( @@ -303,8 +305,8 @@ public void spuriousouttest() { testSpurious(new OptPFD()); testSpurious(new OptPFDS9()); testSpurious(new OptPFDS16()); - testSpurious(new FastPFOR(128)); - testSpurious(new FastPFOR(256)); + testSpurious(new FastPFOR128()); + testSpurious(new FastPFOR()); } /** @@ -321,8 +323,8 @@ public void zeroinzerouttest() { testZeroInZeroOut(new OptPFD()); testZeroInZeroOut(new OptPFDS9()); testZeroInZeroOut(new OptPFDS16()); - testZeroInZeroOut(new FastPFOR(128)); - testZeroInZeroOut(new FastPFOR(256)); + testZeroInZeroOut(new FastPFOR128()); + testZeroInZeroOut(new FastPFOR()); testZeroInZeroOut(new VariableByte()); testZeroInZeroOut(new Composition(new IntegratedBinaryPacking(), new VariableByte())); @@ -334,8 +336,8 @@ public void zeroinzerouttest() { testZeroInZeroOut(new Composition(new OptPFD(), new VariableByte())); testZeroInZeroOut(new Composition(new OptPFDS9(), new VariableByte())); testZeroInZeroOut(new Composition(new OptPFDS16(), new VariableByte())); - testZeroInZeroOut(new Composition(new FastPFOR(128), new VariableByte())); - testZeroInZeroOut(new Composition(new FastPFOR(256), new VariableByte())); + testZeroInZeroOut(new Composition(new FastPFOR128(), new VariableByte())); + testZeroInZeroOut(new Composition(new FastPFOR(), new VariableByte())); testZeroInZeroOut(new IntegratedComposition( new IntegratedBinaryPacking(), new IntegratedVariableByte())); @@ -380,7 +382,7 @@ private static void test(IntegerCODEC c, IntegerCODEC co, int N, int nbr) { private static void test(int N, int nbr) { ClusteredDataGenerator cdg = new ClusteredDataGenerator(); - System.out.println("[BasicTest.test] N = "+N+" "+nbr); + System.out.println("[BasicTest.test] N = " + N + " " + nbr); for (int sparsity = 1; sparsity < 31 - nbr; sparsity += 4) { int[][] data = new int[N][]; int max = (1 << (nbr + sparsity)); @@ -417,12 +419,12 @@ private static void test(int N, int nbr) { testCodec(new Composition(new OptPFDS16(), new VariableByte()), new Composition(new OptPFDS16(), new VariableByte()), data, max); - testCodec(new Composition(new FastPFOR(128), new VariableByte()), - new Composition(new FastPFOR(128), new VariableByte()), data, - max); - testCodec(new Composition(new FastPFOR(256), new VariableByte()), - new Composition(new FastPFOR(256), new VariableByte()), data, - max); + testCodec(new Composition(new FastPFOR128(), new VariableByte()), + new Composition(new FastPFOR128(), new VariableByte()), + data, max); + testCodec(new Composition(new FastPFOR(), new VariableByte()), + new Composition(new FastPFOR(), new VariableByte()), + data, max); testCodec(new Simple9(), new Simple9(), data, max); } } @@ -481,8 +483,8 @@ public void testUnsortedExample() { testUnsorted(new Composition(new OptPFD(), new VariableByte())); testUnsorted(new Composition(new OptPFDS9(), new VariableByte())); testUnsorted(new Composition(new OptPFDS16(), new VariableByte())); - testUnsorted(new Composition(new FastPFOR(128), new VariableByte())); - testUnsorted(new Composition(new FastPFOR(256), new VariableByte())); + testUnsorted(new Composition(new FastPFOR128(), new VariableByte())); + testUnsorted(new Composition(new FastPFOR(), new VariableByte())); testUnsorted(new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte())); @@ -498,8 +500,8 @@ public void testUnsortedExample() { testUnsorted2(new Composition(new OptPFD(), new VariableByte())); testUnsorted2(new Composition(new OptPFDS9(), new VariableByte())); testUnsorted2(new Composition(new OptPFDS16(), new VariableByte())); - testUnsorted2(new Composition(new FastPFOR(128), new VariableByte())); - testUnsorted2(new Composition(new FastPFOR(256), new VariableByte())); + testUnsorted2(new Composition(new FastPFOR128(), new VariableByte())); + testUnsorted2(new Composition(new FastPFOR(), new VariableByte())); testUnsorted3(new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte())); @@ -514,8 +516,8 @@ public void testUnsortedExample() { testUnsorted3(new Composition(new OptPFD(), new VariableByte())); testUnsorted3(new Composition(new OptPFDS9(), new VariableByte())); testUnsorted3(new Composition(new OptPFDS16(), new VariableByte())); - testUnsorted3(new Composition(new FastPFOR(128), new VariableByte())); - testUnsorted3(new Composition(new FastPFOR(256), new VariableByte())); + testUnsorted3(new Composition(new FastPFOR128(), new VariableByte())); + testUnsorted3(new Composition(new FastPFOR(), new VariableByte())); testUnsorted2(new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte())); @@ -598,21 +600,40 @@ private void testUnsorted3(IntegerCODEC codec) { @Test public void fastPforTest() { // proposed by Stefan Ackermann (https://github.com/Stivo) - for(int n = 128; n<=256;n+=128) { - FastPFOR codec1 = new FastPFOR(n); - FastPFOR codec2 = new FastPFOR(n); - int N = codec1.blockSize; - int[] data = new int[N]; - for (int i = 0; i < N; i++) - data[i] = 0; - data[126] = -1; - int[] comp = TestUtils.compress(codec1, Arrays.copyOf(data, N)); - int[] answer = TestUtils.uncompress(codec2, comp, N); - for (int k = 0; k < N; ++k) - if (answer[k] != data[k]) - throw new RuntimeException("bug " + k + " " + answer[k] - + " != " + data[k]); - } + FastPFOR codec1 = new FastPFOR(); + FastPFOR codec2 = new FastPFOR(); + int N = codec1.blockSize; + int[] data = new int[N]; + for (int i = 0; i < N; i++) + data[i] = 0; + data[126] = -1; + int[] comp = TestUtils.compress(codec1, Arrays.copyOf(data, N)); + int[] answer = TestUtils.uncompress(codec2, comp, N); + for (int k = 0; k < N; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug " + k + " " + answer[k] + + " != " + data[k]); + } + + /** + * + */ + @Test + public void fastPfor128Test() { + // proposed by Stefan Ackermann (https://github.com/Stivo) + FastPFOR128 codec1 = new FastPFOR128(); + FastPFOR128 codec2 = new FastPFOR128(); + int N = codec1.blockSize; + int[] data = new int[N]; + for (int i = 0; i < N; i++) + data[i] = 0; + data[126] = -1; + int[] comp = TestUtils.compress(codec1, Arrays.copyOf(data, N)); + int[] answer = TestUtils.uncompress(codec2, comp, N); + for (int k = 0; k < N; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug " + k + " " + answer[k] + + " != " + data[k]); } } diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index 3e718ae..d965992 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -22,8 +22,8 @@ public class SkippableBasicTest { new SkippableComposition(new OptPFD(), new VariableByte()), new SkippableComposition(new OptPFDS9(), new VariableByte()), new SkippableComposition(new OptPFDS16(), new VariableByte()), - new SkippableComposition(new FastPFOR(128), new VariableByte()), - new SkippableComposition(new FastPFOR(256), new VariableByte()), + new SkippableComposition(new FastPFOR128(), new VariableByte()), + new SkippableComposition(new FastPFOR(), new VariableByte()), new Simple9(), new Simple16() }; From 33097314f26379b6c97889088fba8e1e5f70703b Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 15:01:15 -0400 Subject: [PATCH 059/266] Missing file --- .../integercompression/FastPFOR128.java | 326 ++++++++++++++++++ 1 file changed, 326 insertions(+) create mode 100644 src/main/java/me/lemire/integercompression/FastPFOR128.java diff --git a/src/main/java/me/lemire/integercompression/FastPFOR128.java b/src/main/java/me/lemire/integercompression/FastPFOR128.java new file mode 100644 index 0000000..0d1738a --- /dev/null +++ b/src/main/java/me/lemire/integercompression/FastPFOR128.java @@ -0,0 +1,326 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.integercompression; + +import java.nio.ByteBuffer; +import java.util.Arrays; + +/** + * This class is similar to FastPFOR but uses a small block size. + * + * Note that this does not use differential coding: if you are working on sorted + * lists, use IntegratedFastPFOR instead. + * + * For multi-threaded applications, each thread should use its own FastPFOR + * object. + * + * @author Daniel Lemire + */ +public final class FastPFOR128 implements IntegerCODEC,SkippableIntegerCODEC { + final static int OVERHEAD_OF_EACH_EXCEPT = 8; + /** + * + */ + public final static int DEFAULT_PAGE_SIZE = 65536; + /** + * + */ + public final static int DEFAULT_BLOCK_SIZE = 256; + + final int blockSize = DEFAULT_BLOCK_SIZE; + final int pageSize; + final int[][] dataTobePacked = new int[33][]; + final ByteBuffer byteContainer; + + // Working area for compress and uncompress. + int[] dataPointers; + int[] freqs; + final int[] bestbbestcexceptmaxb = new int[3]; + + /** + * Construct the FastPFOR CODEC. + * + * @param pagesize + * the desired page size (recommended value is FastPFOR.DEFAULT_PAGE_SIZE) + */ + public FastPFOR128(int pagesize) { + pageSize = pagesize; + // Initiate arrrays. + byteContainer = ByteBuffer.allocateDirect(3 * pageSize + / blockSize + pageSize); + for (int k = 1; k < dataTobePacked.length; ++k) + dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic + } + /** + * Construct the fastPFOR CODEC with default parameters. + */ + public FastPFOR128() { + this(DEFAULT_PAGE_SIZE); + } + + /** + * Compress data in blocks of BLOCK_SIZE integers (if fewer than BLOCK_SIZE integers + * are provided, nothing is done). + * + * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) + */ + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + inlength = Util.greatestMultiple(inlength, blockSize); + if (inlength == 0) + return; + + + // Allocate memory for working area. + dataPointers = new int[33]; + freqs = new int[33]; + + final int finalinpos = inpos.get() + inlength; + while (inpos.get() != finalinpos) { + int thissize = Math.min(pageSize, + finalinpos - inpos.get()); + encodePage(in, inpos, thissize, out, outpos); + } + + dataPointers = null; + freqs = null; + } + + private void getBestBFromData(int[] in, int pos) { + Arrays.fill(freqs, 0); + for (int k = pos, k_end = pos + blockSize; k < k_end; ++k) { + freqs[Util.bits(in[k])]++; + } + bestbbestcexceptmaxb[0] = 32; + while (freqs[bestbbestcexceptmaxb[0]] == 0) + bestbbestcexceptmaxb[0]--; + bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; + int bestcost = bestbbestcexceptmaxb[0] * blockSize; + int cexcept = 0; + bestbbestcexceptmaxb[1] = cexcept; + for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { + cexcept += freqs[b + 1]; + if (cexcept == blockSize) + break; + // the extra 8 is the cost of storing maxbits + int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT + + cexcept * (bestbbestcexceptmaxb[2] - b) + b + * blockSize + 8; + if(bestbbestcexceptmaxb[2] - b == 1) thiscost -= cexcept; + if (thiscost < bestcost) { + bestcost = thiscost; + bestbbestcexceptmaxb[0] = b; + bestbbestcexceptmaxb[1] = cexcept; + } + } + } + + private void encodePage(int[] in, IntWrapper inpos, int thissize, + int[] out, IntWrapper outpos) { + final int headerpos = outpos.get(); + outpos.increment(); + int tmpoutpos = outpos.get(); + + // Clear working area. + Arrays.fill(dataPointers, 0); + byteContainer.clear(); + + int tmpinpos = inpos.get(); + for (final int finalinpos = tmpinpos + thissize - blockSize; tmpinpos <= finalinpos; tmpinpos += blockSize) { + getBestBFromData(in, tmpinpos); + final int tmpbestb = bestbbestcexceptmaxb[0]; + byteContainer.put((byte)bestbbestcexceptmaxb[0]); + byteContainer.put((byte)bestbbestcexceptmaxb[1]); + if (bestbbestcexceptmaxb[1] > 0) { + byteContainer.put((byte)bestbbestcexceptmaxb[2]); + final int index = bestbbestcexceptmaxb[2] + - bestbbestcexceptmaxb[0]; + if (dataPointers[index] + + bestbbestcexceptmaxb[1] >= dataTobePacked[index].length) { + int newsize = 2 * (dataPointers[index] + bestbbestcexceptmaxb[1]); + // make sure it is a multiple of 32 + newsize = Util + .greatestMultiple(newsize + 31, 32); + dataTobePacked[index] = Arrays.copyOf( + dataTobePacked[index], newsize); + } + for (int k = 0; k < blockSize; ++k) { + if ((in[k + tmpinpos] >>> bestbbestcexceptmaxb[0]) != 0) { + // we have an exception + byteContainer.put((byte) k); + dataTobePacked[index][dataPointers[index]++] = in[k + + tmpinpos] >>> tmpbestb; + } + } + + } + for (int k = 0; k < blockSize; k += 32) { + BitPacking.fastpack(in, tmpinpos + k, out, + tmpoutpos, tmpbestb); + tmpoutpos += tmpbestb; + } + } + inpos.set(tmpinpos); + out[headerpos] = tmpoutpos - headerpos; + final int bytesize = byteContainer.position(); + while ((byteContainer.position() & 3) != 0) + byteContainer.put((byte) 0); + out[tmpoutpos++] = bytesize; + final int howmanyints = byteContainer.position() / 4; + byteContainer.flip(); + byteContainer.asIntBuffer().get(out, tmpoutpos, howmanyints); + tmpoutpos += howmanyints; + int bitmap = 0; + for (int k = 2; k <= 32; ++k) { + if (dataPointers[k] != 0) + bitmap |= (1 << (k - 1)); + } + out[tmpoutpos++] = bitmap; + + for (int k = 2; k <= 32; ++k) { + if (dataPointers[k] != 0) { + out[tmpoutpos++] = dataPointers[k];// size + int j = 0; + for (; j < dataPointers[k]; j += 32) { + BitPacking.fastpack(dataTobePacked[k], + j, out, tmpoutpos, k); + tmpoutpos += k; + } + int overflow = j - dataPointers[k]; + tmpoutpos -= overflow * k / 32; + } + } + outpos.set(tmpoutpos); + } + + /** + * Uncompress data in blocks of integers. In this particular case, + * the inlength parameter is ignored: it is deduced from the compressed + * data. + * + * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) + */ + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { + if (inlength == 0) + return; + mynvalue = Util.greatestMultiple(mynvalue, blockSize); + + dataPointers = new int[33]; + + int finalout = outpos.get() + mynvalue; + while (outpos.get() != finalout) { + int thissize = Math.min(pageSize, + finalout - outpos.get()); + decodePage(in, inpos, out, outpos, thissize); + } + + dataPointers = null; + } + + private void decodePage(int[] in, IntWrapper inpos, int[] out, + IntWrapper outpos, int thissize) { + final int initpos = inpos.get(); + final int wheremeta = in[inpos.get()]; + inpos.increment(); + int inexcept = initpos + wheremeta; + final int bytesize = in[inexcept++]; + byteContainer.clear(); + byteContainer.asIntBuffer().put(in, inexcept, (bytesize + 3) / 4); + inexcept += (bytesize + 3)/ 4; + + final int bitmap = in[inexcept++]; + for (int k = 2; k <= 32; ++k) { + if ((bitmap & (1 << (k - 1))) != 0) { + int size = in[inexcept++]; + int roundedup = Util + .greatestMultiple(size + 31, 32); + if (dataTobePacked[k].length < roundedup) + dataTobePacked[k] = new int[roundedup]; + if(inexcept + roundedup/32*k <= in.length) { + int j = 0; + for (; j < size; j += 32) { + BitPacking.fastunpack(in, inexcept, + dataTobePacked[k], j, k); + inexcept += k; + } + int overflow = j - size; + inexcept -= overflow * k / 32; + } else { + int j = 0; + int[] buf = new int[roundedup/32*k]; + int initinexcept = inexcept; + System.arraycopy(in, inexcept, buf, 0, in.length - inexcept); + for (; j < size; j += 32) { + BitPacking.fastunpack(buf, inexcept-initinexcept, + dataTobePacked[k], j, k); + inexcept += k; + } + int overflow = j - size; + inexcept -= overflow * k / 32; + } + } + } + Arrays.fill(dataPointers, 0); + int tmpoutpos = outpos.get(); + int tmpinpos = inpos.get(); + + for (int run = 0, run_end = thissize / blockSize; run < run_end; ++run, tmpoutpos += blockSize) { + final int b = byteContainer.get(); + final int cexcept = byteContainer.get() & 0xFF; + for (int k = 0; k < blockSize; k += 32) { + BitPacking.fastunpack(in, tmpinpos, out, + tmpoutpos + k, b); + tmpinpos += b; + } + if (cexcept > 0) { + final int maxbits = byteContainer.get(); + final int index = maxbits - b; + if(index == 1) { + for (int k = 0; k < cexcept; ++k) { + final int pos = byteContainer.get() &0xFF; + out[pos + tmpoutpos] |= 1 << b; + } + } else { + for (int k = 0; k < cexcept; ++k) { + final int pos = byteContainer.get() &0xFF; + final int exceptvalue = dataTobePacked[index][dataPointers[index]++]; + out[pos + tmpoutpos] |= exceptvalue << b; + } + } + } + } + outpos.set(tmpoutpos); + inpos.set(inexcept); + } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = Util.greatestMultiple(inlength, blockSize); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } + @Override + public String toString() { + return this.getClass().getSimpleName(); + } +} From 82fb8aa4792eddca5f7a4b570c5f589d75d74cea Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 16:30:18 -0400 Subject: [PATCH 060/266] Preparing new release --- CHANGELOG | 4 ++++ README.md | 2 +- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/CHANGELOG b/CHANGELOG index 8337abc..2b7cf0d 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,7 @@ +0.1.1 (September 19th 2014) + - We now have two versions of FastPFOR (with blocks of 128 ints and 256 ints) and the format was streamlined. + - BinaryPacking and IntegratedBinaryPacking now use a block size of 32 (instead of 128). + 0.1.0 (September 18th 2014) - Introduced skippable versions (for use in a search engine like Terrier) diff --git a/README.md b/README.md index c8ca41b..581ebd9 100644 --- a/README.md +++ b/README.md @@ -57,7 +57,7 @@ the following code in your pom.xml file: me.lemire.integercompression JavaFastPFOR - 0.1.0 + 0.1.1 From 2707d5c5f9fc9c293e74b90f992eace6cbd407c7 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 16:31:09 -0400 Subject: [PATCH 061/266] Final step before next version --- .../integercompression/BinaryPacking.java | 113 ++++++++++-------- .../lemire/integercompression/FastPFOR.java | 52 +++----- .../integercompression/FastPFOR128.java | 51 +++----- .../benchmarktools/BenchmarkSkippable.java | 10 +- .../differential/IntegratedBinaryPacking.java | 91 +++++--------- .../lemire/integercompression/BasicTest.java | 8 +- .../integercompression/BoundaryTest.java | 7 ++ 7 files changed, 142 insertions(+), 190 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/BinaryPacking.java b/src/main/java/me/lemire/integercompression/BinaryPacking.java index 9d68d2e..94b4534 100644 --- a/src/main/java/me/lemire/integercompression/BinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/BinaryPacking.java @@ -9,7 +9,7 @@ /** * Scheme based on a commonly used idea: can be extremely fast. - * It encodes integers in blocks of 128 integers. For arrays containing + * It encodes integers in blocks of 32 integers. For arrays containing * an arbitrary number of integers, you should use it in conjunction * with another CODEC: * @@ -37,7 +37,7 @@ * @author Daniel Lemire */ public final class BinaryPacking implements IntegerCODEC, SkippableIntegerCODEC { - final static int BLOCK_SIZE = 128; + final static int BLOCK_SIZE = 32; @Override public void compress(int[] in, IntWrapper inpos, int inlength, @@ -53,30 +53,39 @@ public void compress(int[] in, IntWrapper inpos, int inlength, @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); - int tmpoutpos = outpos.get(); - for (int s = inpos.get(); s < inpos.get() + inlength; s += 32 * 4) { - final int mbits1 = Util.maxbits(in, s, 32); - final int mbits2 = Util.maxbits(in, s + 32, 32); - final int mbits3 = Util.maxbits(in, s + 2 * 32, 32); - final int mbits4 = Util.maxbits(in, s + 3 * 32, 32); - out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) - | (mbits3 << 8) | (mbits4); - BitPacking.fastpackwithoutmask(in, s, out, tmpoutpos, - mbits1); - tmpoutpos += mbits1; - BitPacking.fastpackwithoutmask(in, s + 32, out, - tmpoutpos, mbits2); - tmpoutpos += mbits2; - BitPacking.fastpackwithoutmask(in, s + 2 * 32, out, - tmpoutpos, mbits3); - tmpoutpos += mbits3; - BitPacking.fastpackwithoutmask(in, s + 3 * 32, out, - tmpoutpos, mbits4); - tmpoutpos += mbits4; - } - inpos.add(inlength); - outpos.set(tmpoutpos); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + int tmpoutpos = outpos.get(); + int s = inpos.get(); + for (; s + BLOCK_SIZE * 4 - 1 < inpos.get() + inlength; s += BLOCK_SIZE * 4) { + final int mbits1 = Util.maxbits(in, s, 32); + final int mbits2 = Util.maxbits(in, s + 32, 32); + final int mbits3 = Util.maxbits(in, s + 2 * 32, 32); + final int mbits4 = Util.maxbits(in, s + 3 * 32, 32); + out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) + | (mbits3 << 8) | (mbits4); + BitPacking.fastpackwithoutmask(in, s, out, tmpoutpos, + mbits1); + tmpoutpos += mbits1; + BitPacking.fastpackwithoutmask(in, s + 32, out, + tmpoutpos, mbits2); + tmpoutpos += mbits2; + BitPacking.fastpackwithoutmask(in, s + 2 * 32, out, + tmpoutpos, mbits3); + tmpoutpos += mbits3; + BitPacking.fastpackwithoutmask(in, s + 3 * 32, out, + tmpoutpos, mbits4); + tmpoutpos += mbits4; + } + for (; s < inpos.get() + inlength; s += BLOCK_SIZE ) { + final int mbits = Util.maxbits(in, s, 32); + out[tmpoutpos++] = mbits; + BitPacking.fastpackwithoutmask(in, s, out, tmpoutpos, + mbits); + tmpoutpos += mbits; + + } + inpos.add(inlength); + outpos.set(tmpoutpos); } @Override @@ -92,29 +101,37 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, @Override public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { - final int outlength = Util.greatestMultiple(num, BLOCK_SIZE); - int tmpinpos = inpos.get(); - for (int s = outpos.get(); s < outpos.get() + outlength; s += 32 * 4) { - final int mbits1 = (in[tmpinpos] >>> 24); - final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; - final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; - final int mbits4 = (in[tmpinpos]) & 0xFF; - ++tmpinpos; - BitPacking.fastunpack(in, tmpinpos, out, s, mbits1); - tmpinpos += mbits1; - BitPacking - .fastunpack(in, tmpinpos, out, s + 32, mbits2); - tmpinpos += mbits2; - BitPacking.fastunpack(in, tmpinpos, out, s + 2 * 32, - mbits3); - tmpinpos += mbits3; - BitPacking.fastunpack(in, tmpinpos, out, s + 3 * 32, - mbits4); - tmpinpos += mbits4; - } - outpos.add(outlength); - inpos.set(tmpinpos); + final int outlength = Util.greatestMultiple(num, BLOCK_SIZE); + int tmpinpos = inpos.get(); + int s = outpos.get(); + for (; s + BLOCK_SIZE * 4 - 1 < outpos.get() + outlength; s += BLOCK_SIZE * 4) { + final int mbits1 = (in[tmpinpos] >>> 24); + final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; + final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; + final int mbits4 = (in[tmpinpos]) & 0xFF; + ++tmpinpos; + BitPacking.fastunpack(in, tmpinpos, out, s, mbits1); + tmpinpos += mbits1; + BitPacking + .fastunpack(in, tmpinpos, out, s + 32, mbits2); + tmpinpos += mbits2; + BitPacking.fastunpack(in, tmpinpos, out, s + 2 * 32, + mbits3); + tmpinpos += mbits3; + BitPacking.fastunpack(in, tmpinpos, out, s + 3 * 32, + mbits4); + tmpinpos += mbits4; + } + for (; s < outpos.get() + outlength; s += BLOCK_SIZE ) { + final int mbits = in[tmpinpos]; + ++tmpinpos; + BitPacking.fastunpack(in, tmpinpos, out, s, mbits); + tmpinpos += mbits; + } + outpos.add(outlength); + inpos.set(tmpinpos); } + @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 40b07cb..d8baa57 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -46,17 +46,17 @@ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { /** * */ - public final static int DEFAULT_BLOCK_SIZE = 256; + public final static int BLOCK_SIZE = 256; - final int blockSize = DEFAULT_BLOCK_SIZE; final int pageSize; final int[][] dataTobePacked = new int[33][]; final ByteBuffer byteContainer; // Working area for compress and uncompress. - int[] dataPointers; - int[] freqs; + final int[] dataPointers = new int[33]; + final int[] freqs = new int[33]; final int[] bestbbestcexceptmaxb = new int[3]; + /** * Construct the FastPFOR CODEC. @@ -68,7 +68,7 @@ private FastPFOR(int pagesize) { pageSize = pagesize; // Initiate arrrays. byteContainer = ByteBuffer.allocateDirect(3 * pageSize - / blockSize + pageSize); + / BLOCK_SIZE + pageSize); for (int k = 1; k < dataTobePacked.length; ++k) dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic } @@ -89,15 +89,9 @@ public FastPFOR() { @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, blockSize); - if (inlength == 0) - return; - - + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); // Allocate memory for working area. - dataPointers = new int[33]; - freqs = new int[33]; - + final int finalinpos = inpos.get() + inlength; while (inpos.get() != finalinpos) { int thissize = Math.min(pageSize, @@ -105,30 +99,29 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, encodePage(in, inpos, thissize, out, outpos); } - dataPointers = null; - freqs = null; + } private void getBestBFromData(int[] in, int pos) { Arrays.fill(freqs, 0); - for (int k = pos, k_end = pos + blockSize; k < k_end; ++k) { + for (int k = pos, k_end = pos + BLOCK_SIZE; k < k_end; ++k) { freqs[Util.bits(in[k])]++; } bestbbestcexceptmaxb[0] = 32; while (freqs[bestbbestcexceptmaxb[0]] == 0) bestbbestcexceptmaxb[0]--; bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; - int bestcost = bestbbestcexceptmaxb[0] * blockSize; + int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; int cexcept = 0; bestbbestcexceptmaxb[1] = cexcept; for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { cexcept += freqs[b + 1]; - if (cexcept == blockSize) + if (cexcept == BLOCK_SIZE) break; // the extra 8 is the cost of storing maxbits int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT + cexcept * (bestbbestcexceptmaxb[2] - b) + b - * blockSize + 8; + * BLOCK_SIZE + 8; if(bestbbestcexceptmaxb[2] - b == 1) thiscost -= cexcept; if (thiscost < bestcost) { bestcost = thiscost; @@ -149,7 +142,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, byteContainer.clear(); int tmpinpos = inpos.get(); - for (final int finalinpos = tmpinpos + thissize - blockSize; tmpinpos <= finalinpos; tmpinpos += blockSize) { + for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { getBestBFromData(in, tmpinpos); final int tmpbestb = bestbbestcexceptmaxb[0]; byteContainer.put((byte)bestbbestcexceptmaxb[0]); @@ -167,7 +160,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, dataTobePacked[index] = Arrays.copyOf( dataTobePacked[index], newsize); } - for (int k = 0; k < blockSize; ++k) { + for (int k = 0; k < BLOCK_SIZE; ++k) { if ((in[k + tmpinpos] >>> bestbbestcexceptmaxb[0]) != 0) { // we have an exception byteContainer.put((byte) k); @@ -177,7 +170,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } } - for (int k = 0; k < blockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, tmpbestb); tmpoutpos += tmpbestb; @@ -226,20 +219,13 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, @Override public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int mynvalue) { - if (inlength == 0) - return; - mynvalue = Util.greatestMultiple(mynvalue, blockSize); - - dataPointers = new int[33]; - + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); int finalout = outpos.get() + mynvalue; while (outpos.get() != finalout) { int thissize = Math.min(pageSize, finalout - outpos.get()); decodePage(in, inpos, out, outpos, thissize); } - - dataPointers = null; } private void decodePage(int[] in, IntWrapper inpos, int[] out, @@ -289,10 +275,10 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpoutpos = outpos.get(); int tmpinpos = inpos.get(); - for (int run = 0, run_end = thissize / blockSize; run < run_end; ++run, tmpoutpos += blockSize) { + for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { final int b = byteContainer.get(); final int cexcept = byteContainer.get() & 0xFF; - for (int k = 0; k < blockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, b); tmpinpos += b; @@ -320,7 +306,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, blockSize); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; out[outpos.get()] = inlength; diff --git a/src/main/java/me/lemire/integercompression/FastPFOR128.java b/src/main/java/me/lemire/integercompression/FastPFOR128.java index 0d1738a..ac7cb51 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR128.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR128.java @@ -29,18 +29,17 @@ public final class FastPFOR128 implements IntegerCODEC,SkippableIntegerCODEC { /** * */ - public final static int DEFAULT_BLOCK_SIZE = 256; + public final static int BLOCK_SIZE = 128; - final int blockSize = DEFAULT_BLOCK_SIZE; final int pageSize; final int[][] dataTobePacked = new int[33][]; final ByteBuffer byteContainer; // Working area for compress and uncompress. - int[] dataPointers; - int[] freqs; + final int[] dataPointers = new int[33]; + final int[] freqs = new int[33]; final int[] bestbbestcexceptmaxb = new int[3]; - + /** * Construct the FastPFOR CODEC. * @@ -51,7 +50,7 @@ public FastPFOR128(int pagesize) { pageSize = pagesize; // Initiate arrrays. byteContainer = ByteBuffer.allocateDirect(3 * pageSize - / blockSize + pageSize); + / BLOCK_SIZE + pageSize); for (int k = 1; k < dataTobePacked.length; ++k) dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic } @@ -71,46 +70,35 @@ public FastPFOR128() { @Override public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, blockSize); - if (inlength == 0) - return; - - - // Allocate memory for working area. - dataPointers = new int[33]; - freqs = new int[33]; - + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); final int finalinpos = inpos.get() + inlength; while (inpos.get() != finalinpos) { int thissize = Math.min(pageSize, finalinpos - inpos.get()); encodePage(in, inpos, thissize, out, outpos); } - - dataPointers = null; - freqs = null; } private void getBestBFromData(int[] in, int pos) { Arrays.fill(freqs, 0); - for (int k = pos, k_end = pos + blockSize; k < k_end; ++k) { + for (int k = pos, k_end = pos + BLOCK_SIZE; k < k_end; ++k) { freqs[Util.bits(in[k])]++; } bestbbestcexceptmaxb[0] = 32; while (freqs[bestbbestcexceptmaxb[0]] == 0) bestbbestcexceptmaxb[0]--; bestbbestcexceptmaxb[2] = bestbbestcexceptmaxb[0]; - int bestcost = bestbbestcexceptmaxb[0] * blockSize; + int bestcost = bestbbestcexceptmaxb[0] * BLOCK_SIZE; int cexcept = 0; bestbbestcexceptmaxb[1] = cexcept; for (int b = bestbbestcexceptmaxb[0] - 1; b >= 0; --b) { cexcept += freqs[b + 1]; - if (cexcept == blockSize) + if (cexcept == BLOCK_SIZE) break; // the extra 8 is the cost of storing maxbits int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT + cexcept * (bestbbestcexceptmaxb[2] - b) + b - * blockSize + 8; + * BLOCK_SIZE + 8; if(bestbbestcexceptmaxb[2] - b == 1) thiscost -= cexcept; if (thiscost < bestcost) { bestcost = thiscost; @@ -131,7 +119,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, byteContainer.clear(); int tmpinpos = inpos.get(); - for (final int finalinpos = tmpinpos + thissize - blockSize; tmpinpos <= finalinpos; tmpinpos += blockSize) { + for (final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { getBestBFromData(in, tmpinpos); final int tmpbestb = bestbbestcexceptmaxb[0]; byteContainer.put((byte)bestbbestcexceptmaxb[0]); @@ -149,7 +137,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, dataTobePacked[index] = Arrays.copyOf( dataTobePacked[index], newsize); } - for (int k = 0; k < blockSize; ++k) { + for (int k = 0; k < BLOCK_SIZE; ++k) { if ((in[k + tmpinpos] >>> bestbbestcexceptmaxb[0]) != 0) { // we have an exception byteContainer.put((byte) k); @@ -159,7 +147,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, } } - for (int k = 0; k < blockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastpack(in, tmpinpos + k, out, tmpoutpos, tmpbestb); tmpoutpos += tmpbestb; @@ -210,18 +198,13 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int mynvalue) { if (inlength == 0) return; - mynvalue = Util.greatestMultiple(mynvalue, blockSize); - - dataPointers = new int[33]; - + mynvalue = Util.greatestMultiple(mynvalue, BLOCK_SIZE); int finalout = outpos.get() + mynvalue; while (outpos.get() != finalout) { int thissize = Math.min(pageSize, finalout - outpos.get()); decodePage(in, inpos, out, outpos, thissize); } - - dataPointers = null; } private void decodePage(int[] in, IntWrapper inpos, int[] out, @@ -271,10 +254,10 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, int tmpoutpos = outpos.get(); int tmpinpos = inpos.get(); - for (int run = 0, run_end = thissize / blockSize; run < run_end; ++run, tmpoutpos += blockSize) { + for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; ++run, tmpoutpos += BLOCK_SIZE) { final int b = byteContainer.get(); final int cexcept = byteContainer.get() & 0xFF; - for (int k = 0; k < blockSize; k += 32) { + for (int k = 0; k < BLOCK_SIZE; k += 32) { BitPacking.fastunpack(in, tmpinpos, out, tmpoutpos + k, b); tmpinpos += b; @@ -302,7 +285,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - inlength = Util.greatestMultiple(inlength, blockSize); + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; out[outpos.get()] = inlength; diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index 4475b62..58bbc4a 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -100,8 +100,6 @@ private static int decompressFromSkipTable(Object c, int[] compressed, ((SkippableIntegratedIntegerCODEC) c).headlessUncompress( compressed, compressedpos, compressed.length - uncomppos.get(), data, uncomppos, num, ival); - // System.out.println("compressedpos = "+compressedpos); - } else { throw new RuntimeException("Unrecognized codec " + c); } @@ -291,10 +289,7 @@ private static int[][] generateTestData(ClusteredDataGenerator dataGen, } static Object[] codecs = { - new SkippableComposition(new FastPFOR128(), new VariableByte()), - new SkippableComposition(new FastPFOR(), new VariableByte()), - new SkippableComposition(new OptPFD(), new VariableByte()), - /* + new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()), new JustCopy(), new VariableByte(), @@ -306,7 +301,8 @@ private static int[][] generateTestData(ClusteredDataGenerator dataGen, new SkippableComposition(new OptPFDS9(), new VariableByte()), new SkippableComposition(new OptPFDS16(), new VariableByte()), new SkippableComposition(new FastPFOR(), new VariableByte()), - new Simple9(), new Simple16()*/ }; + new SkippableComposition(new FastPFOR128(), new VariableByte()), + new Simple9(), new Simple16() }; /** * Generates data and calls other tests. diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java index 7c3bbf9..6d281c7 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java @@ -16,7 +16,7 @@ * You should only use this scheme on sorted arrays. Use BinaryPacking if you * have unsorted arrays. * - * It encodes integers in blocks of 128 integers. For arrays containing an + * It encodes integers in blocks of 32 integers. For arrays containing an * arbitrary number of integers, you should use it in conjunction with another * CODEC: * @@ -48,7 +48,7 @@ public class IntegratedBinaryPacking implements IntegratedIntegerCODEC, SkippableIntegratedIntegerCODEC { - static final int BLOCK_SIZE = 128; + static final int BLOCK_SIZE = 32; @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, @@ -58,36 +58,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, return; out[outpos.get()] = inlength; outpos.increment(); - int tmpoutpos = outpos.get(); - int initoffset = 0; - for (int s = inpos.get(); s < inpos.get() + inlength; s += 32 * 4) { - final int mbits1 = Util.maxdiffbits(initoffset, in, s, 32); - int initoffset2 = in[s + 31]; - final int mbits2 = Util.maxdiffbits(initoffset2, in, s + 32, 32); - int initoffset3 = in[s + 32 + 31]; - final int mbits3 = Util - .maxdiffbits(initoffset3, in, s + 2 * 32, 32); - int initoffset4 = in[s + 2 * 32 + 31]; - final int mbits4 = Util - .maxdiffbits(initoffset4, in, s + 3 * 32, 32); - out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) | (mbits3 << 8) - | (mbits4); - IntegratedBitPacking.integratedpack(initoffset, in, s, out, - tmpoutpos, mbits1); - tmpoutpos += mbits1; - IntegratedBitPacking.integratedpack(initoffset2, in, s + 32, out, - tmpoutpos, mbits2); - tmpoutpos += mbits2; - IntegratedBitPacking.integratedpack(initoffset3, in, s + 2 * 32, - out, tmpoutpos, mbits3); - tmpoutpos += mbits3; - IntegratedBitPacking.integratedpack(initoffset4, in, s + 3 * 32, - out, tmpoutpos, mbits4); - tmpoutpos += mbits4; - initoffset = in[s + 3 * 32 + 31]; - } - inpos.add(inlength); - outpos.set(tmpoutpos); + headlessCompress(in, inpos, inlength, out, outpos, new IntWrapper(0)); } @Override @@ -97,33 +68,7 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, return; final int outlength = in[inpos.get()]; inpos.increment(); - int tmpinpos = inpos.get(); - int initoffset = 0; - for (int s = outpos.get(); s < outpos.get() + outlength; s += 32 * 4) { - final int mbits1 = (in[tmpinpos] >>> 24); - final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; - final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; - final int mbits4 = (in[tmpinpos]) & 0xFF; - ++tmpinpos; - IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, - out, s, mbits1); - tmpinpos += mbits1; - initoffset = out[s + 31]; - IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, - out, s + 32, mbits2); - tmpinpos += mbits2; - initoffset = out[s + 32 + 31]; - IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, - out, s + 2 * 32, mbits3); - tmpinpos += mbits3; - initoffset = out[s + 2 * 32 + 31]; - IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, - out, s + 3 * 32, mbits4); - tmpinpos += mbits4; - initoffset = out[s + 3 * 32 + 31]; - } - outpos.add(outlength); - inpos.set(tmpinpos); + headlessUncompress(in,inpos,inlength,out,outpos,outlength, new IntWrapper(0)); } @Override @@ -140,8 +85,8 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int tmpoutpos = outpos.get(); int initoffset = initvalue.get(); initvalue.set(in[inpos.get()+inlength -1]); - - for (int s = inpos.get(); s < inpos.get() + inlength; s += 32 * 4) { + int s = inpos.get(); + for (; s + BLOCK_SIZE * 4 - 1 < inpos.get() + inlength; s += BLOCK_SIZE * 4) { final int mbits1 = Util.maxdiffbits(initoffset, in, s, 32); int initoffset2 = in[s + 31]; final int mbits2 = Util.maxdiffbits(initoffset2, in, s + 32, 32); @@ -167,6 +112,15 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, tmpoutpos += mbits4; initoffset = in[s + 3 * 32 + 31]; } + for (; s < inpos.get() + inlength; s += BLOCK_SIZE ) { + + final int mbits = Util.maxdiffbits(initoffset, in, s, 32); + out[tmpoutpos++] = mbits; + IntegratedBitPacking.integratedpack(initoffset, in, s, out, + tmpoutpos, mbits); + tmpoutpos += mbits; + initoffset = in[s + 31]; + } inpos.add(inlength); outpos.set(tmpoutpos); } @@ -177,7 +131,8 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, final int outlength = num; int tmpinpos = inpos.get(); int initoffset = initvalue.get(); - for (int s = outpos.get(); s < outpos.get() + outlength; s += 32 * 4) { + int s = outpos.get(); + for (; s + BLOCK_SIZE * 4 - 1 < outpos.get() + outlength; s += BLOCK_SIZE * 4) { final int mbits1 = (in[tmpinpos] >>> 24); final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; @@ -200,9 +155,17 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, tmpinpos += mbits4; initoffset = out[s + 3 * 32 + 31]; } + for (; s < outpos.get() + outlength; s += BLOCK_SIZE) { + final int mbits = in[tmpinpos]; + ++tmpinpos; + IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, + out, s, mbits); + initoffset = out[s + 31]; + + tmpinpos += mbits; + } outpos.add(outlength); - initvalue.set(out[outpos.get()-1]); + initvalue.set(initoffset); inpos.set(tmpinpos); - } } diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 6a10f7f..70884b2 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -348,7 +348,7 @@ private static void testSpurious(IntegerCODEC c) { int[] y = new int[0]; IntWrapper i0 = new IntWrapper(0); IntWrapper i1 = new IntWrapper(0); - for (int inlength = 0; inlength < 128; ++inlength) { + for (int inlength = 0; inlength < 32; ++inlength) { c.compress(x, i0, inlength, y, i1); assertEquals(0, i1.intValue()); } @@ -531,7 +531,7 @@ public void testUnsortedExample() { * provided codec */ public void testUnsorted(IntegerCODEC codec) { - int[] lengths = { 133, 1333333 }; + int[] lengths = { 133, 1026, 1333333 }; for (int N : lengths) { int[] data = new int[N]; // initialize the data (most will be small) @@ -602,7 +602,7 @@ public void fastPforTest() { // proposed by Stefan Ackermann (https://github.com/Stivo) FastPFOR codec1 = new FastPFOR(); FastPFOR codec2 = new FastPFOR(); - int N = codec1.blockSize; + int N = FastPFOR.BLOCK_SIZE; int[] data = new int[N]; for (int i = 0; i < N; i++) data[i] = 0; @@ -623,7 +623,7 @@ public void fastPfor128Test() { // proposed by Stefan Ackermann (https://github.com/Stivo) FastPFOR128 codec1 = new FastPFOR128(); FastPFOR128 codec2 = new FastPFOR128(); - int N = codec1.blockSize; + int N = FastPFOR128.BLOCK_SIZE; int[] data = new int[N]; for (int i = 0; i < N; i++) data[i] = 0; diff --git a/src/test/java/me/lemire/integercompression/BoundaryTest.java b/src/test/java/me/lemire/integercompression/BoundaryTest.java index 2a52bf9..ede2e9f 100644 --- a/src/test/java/me/lemire/integercompression/BoundaryTest.java +++ b/src/test/java/me/lemire/integercompression/BoundaryTest.java @@ -46,7 +46,13 @@ private static void compressAndUncompress(int length, IntegerCODEC c) { } assertArrayEquals(source, target); } + private static void around32(IntegerCODEC c) { + compressAndUncompress(31, c); + compressAndUncompress(32, c); + compressAndUncompress(33, c); + } + private static void around128(IntegerCODEC c) { compressAndUncompress(127, c); compressAndUncompress(128, c); @@ -60,6 +66,7 @@ private static void around256(IntegerCODEC c) { } private static void testBoundary(IntegerCODEC c) { + around32(c); around128(c); around256(c); } From 60d40ee0b5de8f07873cfad74b065191714cab70 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 16:33:44 -0400 Subject: [PATCH 062/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.1 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 0d7509d..241c61d 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.1.1-SNAPSHOT + 0.1.1 jar From 1d515a402f62777289e657608b16a7a7de27829f Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 16:33:46 -0400 Subject: [PATCH 063/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 241c61d..b0bdf3d 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.1.1 + 0.1.2-SNAPSHOT jar From 4de95de44da46450b3e51d324c189a425e742a37 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Sep 2014 23:53:45 -0400 Subject: [PATCH 064/266] Minor cleaning --- src/main/java/me/lemire/integercompression/BitPacking.java | 7 ------- .../java/me/lemire/integercompression/FastPFOR128.java | 2 ++ 2 files changed, 2 insertions(+), 7 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/BitPacking.java b/src/main/java/me/lemire/integercompression/BitPacking.java index ee71fbd..e83c9e0 100644 --- a/src/main/java/me/lemire/integercompression/BitPacking.java +++ b/src/main/java/me/lemire/integercompression/BitPacking.java @@ -144,13 +144,6 @@ public static void fastpack(final int[] in, final int inpos, default: throw new IllegalArgumentException( "Unsupported bit width."); - /** - * @param in - * @param inpos - * @param out - * @param outpos - * @param bit - */ } } diff --git a/src/main/java/me/lemire/integercompression/FastPFOR128.java b/src/main/java/me/lemire/integercompression/FastPFOR128.java index ac7cb51..53afb07 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR128.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR128.java @@ -282,6 +282,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, outpos.set(tmpoutpos); inpos.set(inexcept); } + @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { @@ -302,6 +303,7 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, inpos.increment(); headlessUncompress(in, inpos, inlength, out, outpos, outlength); } + @Override public String toString() { return this.getClass().getSimpleName(); From 8bd3021d16b4d3bcfa0dbd8e38ee354cbdeee155 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 20 Oct 2014 20:16:25 -0400 Subject: [PATCH 065/266] Fixing compatibility and preparing new release. --- CHANGELOG | 2 ++ README.md | 2 +- src/main/java/me/lemire/integercompression/FastPFOR.java | 2 ++ src/main/java/me/lemire/integercompression/FastPFOR128.java | 2 ++ 4 files changed, 7 insertions(+), 1 deletion(-) diff --git a/CHANGELOG b/CHANGELOG index 2b7cf0d..b589bbb 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,5 @@ +0.1.2 (October 20th 2014) + - Fix a compatibility issue with the C++ version. 0.1.1 (September 19th 2014) - We now have two versions of FastPFOR (with blocks of 128 ints and 256 ints) and the format was streamlined. - BinaryPacking and IntegratedBinaryPacking now use a block size of 32 (instead of 128). diff --git a/README.md b/README.md index 581ebd9..92ef7bf 100644 --- a/README.md +++ b/README.md @@ -57,7 +57,7 @@ the following code in your pom.xml file: me.lemire.integercompression JavaFastPFOR - 0.1.1 + 0.1.2 diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index d8baa57..314c9f9 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -7,6 +7,7 @@ package me.lemire.integercompression; import java.nio.ByteBuffer; +import java.nio.ByteOrder; import java.util.Arrays; /** @@ -69,6 +70,7 @@ private FastPFOR(int pagesize) { // Initiate arrrays. byteContainer = ByteBuffer.allocateDirect(3 * pageSize / BLOCK_SIZE + pageSize); + byteContainer.order(ByteOrder.LITTLE_ENDIAN); for (int k = 1; k < dataTobePacked.length; ++k) dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic } diff --git a/src/main/java/me/lemire/integercompression/FastPFOR128.java b/src/main/java/me/lemire/integercompression/FastPFOR128.java index 53afb07..50ccc2d 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR128.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR128.java @@ -7,6 +7,7 @@ package me.lemire.integercompression; import java.nio.ByteBuffer; +import java.nio.ByteOrder; import java.util.Arrays; /** @@ -51,6 +52,7 @@ public FastPFOR128(int pagesize) { // Initiate arrrays. byteContainer = ByteBuffer.allocateDirect(3 * pageSize / BLOCK_SIZE + pageSize); + byteContainer.order(ByteOrder.LITTLE_ENDIAN); for (int k = 1; k < dataTobePacked.length; ++k) dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic } From 20252430acb34120a2cd168a35652316fd5548d7 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 20 Oct 2014 20:18:35 -0400 Subject: [PATCH 066/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.2 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index b0bdf3d..5e333eb 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.1.2-SNAPSHOT + 0.1.2 jar From c14ec140b6379cd876c26a7b0ef4bcb022a103fa Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 20 Oct 2014 20:18:38 -0400 Subject: [PATCH 067/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 5e333eb..134d6f0 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.1.2 + 0.1.3-SNAPSHOT jar From 47bb19b6ff4e7bd97e34bcd4b8b5799ec9429efb Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 4 Nov 2014 15:27:55 -0500 Subject: [PATCH 068/266] Minor cleaning regarding VByte --- .../java/me/lemire/integercompression/VariableByte.java | 6 +++--- .../differential/IntegratedVariableByte.java | 6 +++--- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 63de721..8e3ce12 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -155,12 +155,12 @@ public void uncompress(byte[] in, IntWrapper inpos, int inlength, continue; } v = ((in[p + 2] & 0x7F) << 14) | v; - if ((in[p + 2] & 128) == 128) { + if (in[p + 2] < 0 ) { p += 3; continue; } v = ((in[p + 3] & 0x7F) << 21) | v; - if ((in[p + 3] & 128) == 128) { + if (in[p + 3] < 0) { p += 4; continue; } @@ -186,7 +186,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o int finaloutpos = num + tmpoutpos; for (int v = 0, shift = 0; tmpoutpos < finaloutpos;) { val = in[p]; - int c = (byte) (val >>> s); + int c = val >>> s; s += 8; p += s>>5; s = s & 31; diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index 74de784..d94644c 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -159,12 +159,12 @@ public void uncompress(byte[] in, IntWrapper inpos, int inlength, continue; } v = ((in[p+2] & 0x7F)<<14) | v; - if ((in[p+2]& 128) == 128) { + if (in[p+2] < 0) { p+= 3; continue; } v = ((in[p+3] & 0x7F)<<21) | v; - if ((in[p+3] & 128) == 128) { + if (in[p+3] < 0) { p+= 4; continue; } @@ -235,7 +235,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int finaloutpos = num + tmpoutpos; for (int v = 0, shift = 0; tmpoutpos < finaloutpos;) { val = in[p]; - int c = (byte) (val >>> s); + int c = val >>> s; s += 8; p += s>>5; s = s & 31; From ddcea20b77fb7121d805e692b6c4772bc74ad991 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 4 Nov 2014 19:02:12 -0500 Subject: [PATCH 069/266] Minor reformatting. --- .../integercompression/differential/IntegratedVariableByte.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index d94644c..4352ebb 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -149,7 +149,7 @@ public void uncompress(byte[] in, IntWrapper inpos, int inlength, int tmpoutpos = outpos.get(); for (int v = 0;p < finalp; out[tmpoutpos++] = (initoffset = initoffset + v)) { v = in[p] & 0x7F; - if (in[p] <0 ) { + if (in[p] < 0 ) { p+= 1; continue; } From 127f389d475abe47cac18bb735f6c733d02f4922 Mon Sep 17 00:00:00 2001 From: jkirsch Date: Thu, 16 Apr 2015 19:10:01 +0200 Subject: [PATCH 070/266] Update exec-maven-plugin main class Benchmark class is relocated, update references to match the correct location --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 134d6f0..625b16a 100644 --- a/pom.xml +++ b/pom.xml @@ -82,9 +82,9 @@ exec-maven-plugin 1.1 - me.lemire.integercompression.Benchmark + me.lemire.integercompression.benchmarktools.Benchmark From 1098ab17b4aea8f2532e8e127fa24ea8029eeb38 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 22 Apr 2015 11:26:25 -0400 Subject: [PATCH 071/266] Updating ref. list --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 92ef7bf..522aa96 100644 --- a/README.md +++ b/README.md @@ -156,13 +156,13 @@ This library was a key ingredient in the best paper at ECIR 2014 : Matteo Catena, Craig Macdonald, Iadh Ounis, On Inverted Index Compression for Search Engine Efficiency, Lecture Notes in Computer Science 8416 (ECIR 2014), 2014. http://dx.doi.org/10.1007/978-3-319-06028-6_30 -We wrote a research paper which documents many of the CODECs implemented here: +We wrote several research papers documenting many of the CODECs implemented here: -Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second through vectorization, Software Pratice & Experience (to appear) -http://arxiv.org/abs/1209.2137 +* Daniel Lemire, Leonid Boytsov, Nathan Kurz, SIMD Compression and the Intersection of Sorted Integers, Software Practice & Experience (to appear) http://arxiv.org/abs/1401.6399 +* Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second through vectorization, Software Practice & Experience 45 (1), 2015. http://arxiv.org/abs/1209.2137 http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract +* Jeff Plaisance, Nathan Kurz, Daniel Lemire, Vectorized VByte Decoding, International Symposium on Web Algorithms 2015, 2015. http://arxiv.org/abs/1503.07387 +* Wayne Xin Zhao, Xudong Zhang, Daniel Lemire, Dongdong Shan, Jian-Yun Nie, Hongfei Yan, Ji-Rong Wen, A General SIMD-based Approach to Accelerating Compression Algorithms, ACM Transactions on Information Systems 33 (3), 2015. http://arxiv.org/abs/1502.01916 -Daniel Lemire, Leonid Boytsov, Nathan Kurz, SIMD Compression and the Intersection of Sorted Integers, arXiv:1401.6399, 2014 -http://arxiv.org/abs/1401.6399 Ikhtear Sharif wrote his M.Sc. thesis on this library: From 7d6c98d37f003b42746ac1444ae04e37ef436648 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 29 Apr 2015 09:18:47 -0400 Subject: [PATCH 072/266] Trying new badges. --- README.md | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 522aa96..1690394 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -JavaFastPFOR: A simple integer compression library in Java [![Build Status](https://travis-ci.org/lemire/JavaFastPFOR.png)](https://travis-ci.org/lemire/JavaFastPFOR) +JavaFastPFOR: A simple integer compression library in Java [![Build Status](https://travis-ci.org/lemire/JavaFastPFOR.png)](https://travis-ci.org/lemire/JavaFastPFOR) [![][maven img]][maven] [![][license img]][license] ========================================================== License @@ -176,3 +176,10 @@ Funding ----------- This work was supported by NSERC grant number 26143. + + +[maven img]:https://maven-badges.herokuapp.com/maven-central/me.lemire.integercompression/JavaFastPFOR/badge.svg +[maven]:http://search.maven.org/#search%7Cga%7C1%7Cg%3A%22me.lemire.integercompression%22%20 + +[license]:LICENSE +[license img]:https://img.shields.io/badge/License-Apache%202-blue.svg From 12cfa0f108a19cc9986b0d310fa4066ff34c40d8 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 29 Apr 2015 09:19:23 -0400 Subject: [PATCH 073/266] Moving badges. --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 1690394..b597044 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,8 @@ -JavaFastPFOR: A simple integer compression library in Java [![Build Status](https://travis-ci.org/lemire/JavaFastPFOR.png)](https://travis-ci.org/lemire/JavaFastPFOR) [![][maven img]][maven] [![][license img]][license] +JavaFastPFOR: A simple integer compression library in Java ========================================================== +[![Build Status](https://travis-ci.org/lemire/JavaFastPFOR.png)](https://travis-ci.org/lemire/JavaFastPFOR) [![][maven img]][maven] [![][license img]][license] + License ------- From 56fd1266d93696a66122066946949a3b4a851e74 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 29 Apr 2015 09:25:31 -0400 Subject: [PATCH 074/266] Added doc badge. --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index b597044..ad63742 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ JavaFastPFOR: A simple integer compression library in Java ========================================================== -[![Build Status](https://travis-ci.org/lemire/JavaFastPFOR.png)](https://travis-ci.org/lemire/JavaFastPFOR) [![][maven img]][maven] [![][license img]][license] +[![Build Status](https://travis-ci.org/lemire/JavaFastPFOR.png)](https://travis-ci.org/lemire/JavaFastPFOR) [![][maven img]][maven] [![][license img]][license] [![docs-badge][]][docs] License ------- @@ -185,3 +185,6 @@ This work was supported by NSERC grant number 26143. [license]:LICENSE [license img]:https://img.shields.io/badge/License-Apache%202-blue.svg + +[docs-badge]:https://img.shields.io/badge/API-docs-blue.svg?style=flat-square +[docs]:http://lemire.me/docs/javafastpfor/ From a822e567c7fae033633629a9a09efd0c54fdb757 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Jun 2015 13:51:27 -0400 Subject: [PATCH 075/266] Preparing new release. --- .classpath | 8 ----- .gitignore | 2 ++ .project | 17 ----------- CHANGELOG | 4 +++ README.md | 4 +-- .../integercompression/Composition.java | 22 +++++++------- .../differential/IntegratedComposition.java | 25 +++++++++------- .../lemire/integercompression/BasicTest.java | 29 ++++++++++++++++++- .../integercompression/ByteBasicTest.java | 28 ++++++++++++++++++ 9 files changed, 90 insertions(+), 49 deletions(-) delete mode 100644 .classpath delete mode 100644 .project diff --git a/.classpath b/.classpath deleted file mode 100644 index 49a9848..0000000 --- a/.classpath +++ /dev/null @@ -1,8 +0,0 @@ - - - - - - - - diff --git a/.gitignore b/.gitignore index 83f4d77..53960d2 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,5 @@ +.classpath +.project *.class *.csv tags diff --git a/.project b/.project deleted file mode 100644 index 0521b84..0000000 --- a/.project +++ /dev/null @@ -1,17 +0,0 @@ - - - JavaFastPFOR - - - - - - org.eclipse.jdt.core.javabuilder - - - - - - org.eclipse.jdt.core.javanature - - diff --git a/CHANGELOG b/CHANGELOG index b589bbb..75c5404 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,5 +1,9 @@ +0.1.3 (June 19th 2015) + - Fixed issue #29: Composition not working properly when output offset != 0 (Saúl Vargas) + 0.1.2 (October 20th 2014) - Fix a compatibility issue with the C++ version. + 0.1.1 (September 19th 2014) - We now have two versions of FastPFOR (with blocks of 128 ints and 256 ints) and the format was streamlined. - BinaryPacking and IntegratedBinaryPacking now use a block size of 32 (instead of 128). diff --git a/README.md b/README.md index ad63742..b29cd58 100644 --- a/README.md +++ b/README.md @@ -59,7 +59,7 @@ the following code in your pom.xml file: me.lemire.integercompression JavaFastPFOR - 0.1.2 + 0.1.3 @@ -88,7 +88,7 @@ Main contributors * Muraoka Taro, https://github.com/koron with contributions by -* the Terrier team (Matteo Catena, Craig Macdonald and Iadh Ounis) +* the Terrier team (Matteo Catena, Craig Macdonald, Saúl Vargas and Iadh Ounis) * Di Wu, http://www.facebook.com/diwu1989 * Stefan Ackermann, https://github.com/Stivo * Samit Roy, https://github.com/roysamit diff --git a/src/main/java/me/lemire/integercompression/Composition.java b/src/main/java/me/lemire/integercompression/Composition.java index 35d17f6..a11278b 100644 --- a/src/main/java/me/lemire/integercompression/Composition.java +++ b/src/main/java/me/lemire/integercompression/Composition.java @@ -36,16 +36,18 @@ public Composition(IntegerCODEC f1, IntegerCODEC f2) { @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - int init = inpos.get(); - F1.compress(in, inpos, inlength, out, outpos); - if (outpos.get() == 0) { - out[0] = 0; - outpos.increment(); - } - inlength -= inpos.get() - init; - F2.compress(in, inpos, inlength, out, outpos); + if (inlength == 0) { + return; + } + int inposInit = inpos.get(); + int outposInit = outpos.get(); + F1.compress(in, inpos, inlength, out, outpos); + if (outpos.get() == outposInit) { + out[outposInit] = 0; + outpos.increment(); + } + inlength -= inpos.get() - inposInit; + F2.compress(in, inpos, inlength, out, outpos); } @Override diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java b/src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java index c7c3af5..dd4257e 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedComposition.java @@ -36,21 +36,24 @@ public IntegratedComposition(IntegratedIntegerCODEC f1, F2 = f2; } + @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - final int init = inpos.get(); - F1.compress(in, inpos, inlength, out, outpos); - if (outpos.get() == 0) { - out[0] = 0; - outpos.increment(); - } - inlength -= inpos.get() - init; - F2.compress(in, inpos, inlength, out, outpos); + if (inlength == 0) { + return; + } + int inposInit = inpos.get(); + int outposInit = outpos.get(); + F1.compress(in, inpos, inlength, out, outpos); + if (outpos.get() == outposInit) { + out[outposInit] = 0; + outpos.increment(); + } + inlength -= inpos.get() - inposInit; + F2.compress(in, inpos, inlength, out, outpos); } - + @Override public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 70884b2..1fe7255 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -39,8 +39,35 @@ public class BasicTest { new Simple16(), new Composition(new XorBinaryPacking(), new VariableByte()), new Composition(new DeltaZigzagBinaryPacking(), - new DeltaZigzagVariableByte()) }; + new DeltaZigzagVariableByte()) }; + /** + * + */ + @Test + public void saulTest() { + for (IntegerCODEC C : codecs) { + for (int x = 0; x < 50; ++x) { + int[] a = { 2, 3, 4, 5 }; + int[] b = new int[90]; + int[] c = new int[a.length]; + + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + C.compress(a, aOffset, a.length, b, bOffset); + int len = bOffset.get() - x; + + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + C.uncompress(b, bOffset, len, c, cOffset); + if(!Arrays.equals(a, c)) { + System.out.println("Problem with "+C); + } + assertArrayEquals(a, c); + + } + } + } /** * */ diff --git a/src/test/java/me/lemire/integercompression/ByteBasicTest.java b/src/test/java/me/lemire/integercompression/ByteBasicTest.java index 314bdfc..c2f5b6f 100644 --- a/src/test/java/me/lemire/integercompression/ByteBasicTest.java +++ b/src/test/java/me/lemire/integercompression/ByteBasicTest.java @@ -6,6 +6,8 @@ import org.junit.Test; +import static org.junit.Assert.*; + /** * Just some basic sanity tests. @@ -19,6 +21,32 @@ public class ByteBasicTest { new IntegratedVariableByte(), }; + /** + * + */ + @Test + public void saulTest() { + for (ByteIntegerCODEC C : codecs) { + for (int x = 0; x < 50 * 4; ++x) { + int[] a = { 2, 3, 4, 5 }; + byte[] b = new byte[90*4]; + int[] c = new int[a.length]; + + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + C.compress(a, aOffset, a.length, b, bOffset); + int len = bOffset.get() - x; + + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + C.uncompress(b, bOffset, len, c, cOffset); + if(!Arrays.equals(a, c)) { + System.out.println("Problem with "+C); + } + assertArrayEquals(a, c); + } + } + } /** * */ From 3c9fb13615218d2eb2ff3370bd0c2f2fb2d28e1a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Jun 2015 13:53:07 -0400 Subject: [PATCH 076/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.3 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 625b16a..2e89a7a 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.1.3-SNAPSHOT + 0.1.3 jar From 2dd09c6c3af7c7a4072e31520f63a4d4e6dd1a2b Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 19 Jun 2015 13:53:11 -0400 Subject: [PATCH 077/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 2e89a7a..d6ac4a8 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ me.lemire.integercompression JavaFastPFOR - 0.1.3 + 0.1.4-SNAPSHOT jar From 74ed7f7f3c83be389d3829c336736684600052ac Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 20 Aug 2015 14:15:03 -0400 Subject: [PATCH 078/266] Format pom file. --- pom.xml | 180 +++++++++++++++++++++++++++----------------------------- 1 file changed, 86 insertions(+), 94 deletions(-) diff --git a/pom.xml b/pom.xml index d6ac4a8..c985d64 100644 --- a/pom.xml +++ b/pom.xml @@ -1,30 +1,28 @@ - 4.0.0 - - me.lemire.integercompression - JavaFastPFOR - 0.1.4-SNAPSHOT - jar - - - 1.5 - 1.5 - UTF-8 - - - - Apache 2 - http://www.apache.org/licenses/LICENSE-2.0.txt - repo - A business-friendly OSS license - - - - scm:git:git@github.com:lemire/JavaFastPFOR.git - scm:git:git@github.com:lemire/JavaFastPFOR.git - scm:git:git@github.com:lemire/JavaFastPFOR.git - - + 4.0.0 + me.lemire.integercompression + JavaFastPFOR + 0.1.4-SNAPSHOT + jar + + 1.5 + 1.5 + UTF-8 + + + + Apache 2 + http://www.apache.org/licenses/LICENSE-2.0.txt + repo + A business-friendly OSS license + + + + scm:git:git@github.com:lemire/JavaFastPFOR.git + scm:git:git@github.com:lemire/JavaFastPFOR.git + scm:git:git@github.com:lemire/JavaFastPFOR.git + + lemire Daniel Lemire @@ -43,52 +41,48 @@ - - - junit - junit - 4.10 - test - - - + + + junit + junit + 4.10 + test + + + GitHub Issue Tracking https://github.com/lemire/JavaFastPFOR/issues - + org.sonatype.oss oss-parent 5 - - + - - - org.apache.felix - maven-bundle-plugin - 2.3.7 - true - - - me.lemire.integercompression.* - * - - + + org.apache.felix + maven-bundle-plugin + 2.3.7 + true + + + me.lemire.integercompression.* + * + + - - - org.codehaus.mojo - exec-maven-plugin - 1.1 - - me.lemire.integercompression.benchmarktools.Benchmark - - - - + + org.apache.maven.plugins maven-gpg-plugin @@ -103,40 +97,38 @@ - - - org.apache.maven.plugins - maven-javadoc-plugin - 2.8 - - - - attach-javadocs - - jar - - - - - - org.apache.maven.plugins - maven-source-plugin - 2.1.2 - - - attach-sources - - jar - - - - + + org.apache.maven.plugins + maven-javadoc-plugin + 2.8 + + + attach-javadocs + + jar + + + + + + org.apache.maven.plugins + maven-source-plugin + 2.1.2 + + + attach-sources + + jar + + + + - JavaFastPFOR - https://github.com/lemire/JavaFastPFOR/ - -It is a library to compress and uncompress arrays of integers + JavaFastPFOR + https://github.com/lemire/JavaFastPFOR/ + +It is a library to compress and uncompress arrays of integers very fast. The assumption is that most (but not all) values in your array use less than 32 bits. - + From 0aadfd52d41a9e624b8afb7024052a6724a8ebe7 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 31 Aug 2015 06:45:47 -0400 Subject: [PATCH 079/266] Adding headless demo. --- example.java | 89 +++++++++++++++++++++++++++++++++++++++------------- 1 file changed, 67 insertions(+), 22 deletions(-) diff --git a/example.java b/example.java index dbe70d0..b8f039d 100644 --- a/example.java +++ b/example.java @@ -7,8 +7,9 @@ public static void main(String[] args) { unsortedExample(); basicExample(); advancedExample(); + headlessDemo(); } - + public static void basicExample() { int[] data = new int[2342351]; System.out.println("Compressing "+data.length+" integers in one go"); @@ -19,16 +20,16 @@ public static void basicExample() { // Very important: the data is in sorted order!!! If not, you // will get very poor compression with IntegratedBinaryPacking, // you should use another CODEC. - + // next we compose a CODEC. Most of the processing // will be done with binary packing, and leftovers will // be processed using variable byte - IntegratedIntegerCODEC codec = new + IntegratedIntegerCODEC codec = new IntegratedComposition( new IntegratedBinaryPacking(), new IntegratedVariableByte()); // output vector should be large enough... - int [] compressed = new int[data.length+1024]; + int [] compressed = new int[data.length+1024]; // compressed might not be large enough in some cases // if you get java.lang.ArrayIndexOutOfBoundsException, try // allocating more memory @@ -41,7 +42,7 @@ public static void basicExample() { IntWrapper inputoffset = new IntWrapper(0); IntWrapper outputoffset = new IntWrapper(0); codec.compress(data,inputoffset,data.length,compressed,outputoffset); - // got it! + // got it! // inputoffset should be at data.length but outputoffset tells // us where we are... System.out.println("compressed from "+data.length*4/1024+"KB to "+outputoffset.intValue()*4/1024+"KB"); @@ -56,13 +57,13 @@ public static void basicExample() { int[] recovered = new int[data.length]; IntWrapper recoffset = new IntWrapper(0); codec.uncompress(compressed,new IntWrapper(0),compressed.length,recovered,recoffset); - if(Arrays.equals(data,recovered)) + if(Arrays.equals(data,recovered)) System.out.println("data is recovered without loss"); else throw new RuntimeException("bug"); // could use assert System.out.println(); } - + /** * This is an example to show you can compress unsorted integers * as long as most are small. @@ -76,7 +77,7 @@ public static void unsortedExample() { for(int k = 0; k < N; k+=5) data[k] = 100; for(int k = 0; k < N; k+=533) data[k] = 10000; int[] compressed = new int [N+1024];// could need more - IntegerCODEC codec = new + IntegerCODEC codec = new Composition( new FastPFOR(), new VariableByte()); @@ -91,7 +92,7 @@ public static void unsortedExample() { int[] recovered = new int[N]; IntWrapper recoffset = new IntWrapper(0); codec.uncompress(compressed,new IntWrapper(0),compressed.length,recovered,recoffset); - if(Arrays.equals(data,recovered)) + if(Arrays.equals(data,recovered)) System.out.println("data is recovered without loss"); else throw new RuntimeException("bug"); // could use assert @@ -100,10 +101,10 @@ public static void unsortedExample() { } /** - * This is like the basic example, but we + * This is like the basic example, but we * show how to process larger arrays in chunks. * - * Some of this code was written by Pavel Klinov. + * Some of this code was written by Pavel Klinov. */ public static void advancedExample() { int TotalSize = 2342351; // some arbitrary number @@ -119,15 +120,15 @@ public static void advancedExample() { // will be done with binary packing, and leftovers will // be processed using variable byte, using variable byte // only for the last chunk! - IntegratedIntegerCODEC regularcodec = new + IntegratedIntegerCODEC regularcodec = new IntegratedBinaryPacking(); IntegratedVariableByte ivb = new IntegratedVariableByte(); - IntegratedIntegerCODEC lastcodec = new + IntegratedIntegerCODEC lastcodec = new IntegratedComposition(regularcodec,ivb); // output vector should be large enough... int [] compressed = new int[TotalSize+1024]; - - + + /** * * compressing @@ -135,24 +136,24 @@ public static void advancedExample() { */ IntWrapper inputoffset = new IntWrapper(0); IntWrapper outputoffset = new IntWrapper(0); - for(int k = 0; k < TotalSize / ChunkSize; ++k) + for(int k = 0; k < TotalSize / ChunkSize; ++k) regularcodec.compress(data,inputoffset,ChunkSize,compressed,outputoffset); lastcodec.compress(data, inputoffset, TotalSize % ChunkSize, compressed, outputoffset); - // got it! + // got it! // inputoffset should be at data.length but outputoffset tells // us where we are... System.out.println("compressed from "+data.length*4/1024+"KB to "+outputoffset.intValue()*4/1024+"KB"); // we can repack the data: compressed = Arrays.copyOf(compressed,outputoffset.intValue()); - - + + /** * * now uncompressing * * We are *not* assuming that the original array length is known, however * we assume that the chunk size (ChunkSize) is known. - * + * */ int[] recovered = new int[ChunkSize]; IntWrapper compoff = new IntWrapper(0); @@ -162,7 +163,7 @@ public static void advancedExample() { while(compoff.get() Date: Mon, 31 Aug 2015 06:53:00 -0400 Subject: [PATCH 080/266] Trying to clear up the documentation. --- .../differential/SkippableIntegratedIntegerCODEC.java | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java index 99e5f9d..8b7fd4b 100644 --- a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java @@ -13,7 +13,8 @@ /** * Interface describing a standard CODEC to compress integers. This is a * variation on the IntegerCODEC interface meant to be used for random access - * and with integrated differential coding. + * and with integrated differential coding + * (i.e., given a large array, you can segment it and decode just the subarray you need). * * The main differences are that we must specify the number of integers we wish to * decode as well as the initial value (for differential coding). This information From 8453c83240c48a448579afaeee71782bbac888f1 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 3 Nov 2015 12:02:21 -0500 Subject: [PATCH 081/266] Better documentation. --- README.md | 10 ++++++++++ .../java/me/lemire/integercompression/FastPFOR.java | 2 +- 2 files changed, 11 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index b29cd58..2c28848 100644 --- a/README.md +++ b/README.md @@ -79,6 +79,16 @@ We found no library that implemented state-of-the-art integer coding techniques such as Binary Packing, NewPFD, OptPFD, Variable Byte, Simple 9 and so on in Java. We wrote one. +Thread safery +---- + +Some codecs are thread-safe while others are not. +For this reason, it is best to use one codec per thread. +The memory usage of a codec instance is small in any case. + +Nevertheless, if you want to reuse codec instances, +note that by convention, unless the documentation of a codec specify +that it is not thread-safe, then it can be assumed to be thread-safe. Authors ------- diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 314c9f9..4f0591f 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -20,7 +20,7 @@ * * IntegerCODEC ic = new Composition(new FastPFOR(), new VariableByte()). *

- * For details, please see + * For details, please see: *

* Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second * through vectorization Software: Practice & Experience From 87e3f8f0540acca2d1dc3dbb9095642a44b2004a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 12:34:43 -0500 Subject: [PATCH 082/266] Preparing new release --- CHANGELOG | 3 + README.md | 13 +++- example.java | 15 ++++ .../integercompression/BinaryPacking.java | 22 +++--- .../integercompression/IntCompressor.java | 63 +++++++++++++++ .../differential/IntegratedBinaryPacking.java | 38 ++++----- .../differential/IntegratedIntCompressor.java | 64 +++++++++++++++ .../integercompression/IntCompressorTest.java | 77 +++++++++++++++++++ 8 files changed, 263 insertions(+), 32 deletions(-) create mode 100644 src/main/java/me/lemire/integercompression/IntCompressor.java create mode 100644 src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java create mode 100644 src/test/java/me/lemire/integercompression/IntCompressorTest.java diff --git a/CHANGELOG b/CHANGELOG index 75c5404..dd1a0f9 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,6 @@ +0.1.4 (November 25th 2015) + - Added IntCompressor and IntegratedIntCompressor for users looking for a simpler API + 0.1.3 (June 19th 2015) - Fixed issue #29: Composition not working properly when output offset != 0 (Saúl Vargas) diff --git a/README.md b/README.md index 2c28848..c7949a7 100644 --- a/README.md +++ b/README.md @@ -40,7 +40,16 @@ as well as in GMAP and GSNAP (http://research-pub.gene.com/gmap/). Usage ------ -See example.java. +Really simple usage: + +``` + IntegratedIntCompressor iic = new IntegratedIntCompressor(); + int[] data = ... ; // to be compressed + int[] compressed = iic.compress(data); // compressed array + int[] recov = iic.uncompress(compressed); // equals to data +``` + +For more examples, see example.java. Some CODECs ("integrated codecs") assume that the integers are in sorted orders and use differential coding (they compress deltas). @@ -59,7 +68,7 @@ the following code in your pom.xml file: me.lemire.integercompression JavaFastPFOR - 0.1.3 + [0.1,) diff --git a/example.java b/example.java index b8f039d..fbaa4af 100644 --- a/example.java +++ b/example.java @@ -4,12 +4,25 @@ public class example { public static void main(String[] args) { + superSimpleExample(); unsortedExample(); basicExample(); advancedExample(); headlessDemo(); } + public static void superSimpleExample() { + IntegratedIntCompressor iic = new IntegratedIntCompressor(); + int[] data = new int[2342351]; + for(int k = 0; k < data.length; ++k) + data[k] = k; + System.out.println("Compressing "+data.length+" integers using friendly interface"); + int[] compressed = iic.compress(data); + int[] recov = iic.uncompress(compressed); + System.out.println("compressed from "+data.length*4/1024+"KB to "+compressed.length*4/1024+"KB"); + if(!Arrays.equals(recov,data)) throw new RuntimeException("bug"); + } + public static void basicExample() { int[] data = new int[2342351]; System.out.println("Compressing "+data.length+" integers in one go"); @@ -221,3 +234,5 @@ public static void headlessDemo() { } } + + diff --git a/src/main/java/me/lemire/integercompression/BinaryPacking.java b/src/main/java/me/lemire/integercompression/BinaryPacking.java index 94b4534..8d5ff90 100644 --- a/src/main/java/me/lemire/integercompression/BinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/BinaryPacking.java @@ -57,27 +57,27 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int tmpoutpos = outpos.get(); int s = inpos.get(); for (; s + BLOCK_SIZE * 4 - 1 < inpos.get() + inlength; s += BLOCK_SIZE * 4) { - final int mbits1 = Util.maxbits(in, s, 32); - final int mbits2 = Util.maxbits(in, s + 32, 32); - final int mbits3 = Util.maxbits(in, s + 2 * 32, 32); - final int mbits4 = Util.maxbits(in, s + 3 * 32, 32); + final int mbits1 = Util.maxbits(in, s, BLOCK_SIZE); + final int mbits2 = Util.maxbits(in, s + BLOCK_SIZE, BLOCK_SIZE); + final int mbits3 = Util.maxbits(in, s + 2 * BLOCK_SIZE, BLOCK_SIZE); + final int mbits4 = Util.maxbits(in, s + 3 * BLOCK_SIZE, BLOCK_SIZE); out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) | (mbits3 << 8) | (mbits4); BitPacking.fastpackwithoutmask(in, s, out, tmpoutpos, mbits1); tmpoutpos += mbits1; - BitPacking.fastpackwithoutmask(in, s + 32, out, + BitPacking.fastpackwithoutmask(in, s + BLOCK_SIZE, out, tmpoutpos, mbits2); tmpoutpos += mbits2; - BitPacking.fastpackwithoutmask(in, s + 2 * 32, out, + BitPacking.fastpackwithoutmask(in, s + 2 * BLOCK_SIZE, out, tmpoutpos, mbits3); tmpoutpos += mbits3; - BitPacking.fastpackwithoutmask(in, s + 3 * 32, out, + BitPacking.fastpackwithoutmask(in, s + 3 * BLOCK_SIZE, out, tmpoutpos, mbits4); tmpoutpos += mbits4; } for (; s < inpos.get() + inlength; s += BLOCK_SIZE ) { - final int mbits = Util.maxbits(in, s, 32); + final int mbits = Util.maxbits(in, s, BLOCK_SIZE); out[tmpoutpos++] = mbits; BitPacking.fastpackwithoutmask(in, s, out, tmpoutpos, mbits); @@ -113,12 +113,12 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, BitPacking.fastunpack(in, tmpinpos, out, s, mbits1); tmpinpos += mbits1; BitPacking - .fastunpack(in, tmpinpos, out, s + 32, mbits2); + .fastunpack(in, tmpinpos, out, s + BLOCK_SIZE, mbits2); tmpinpos += mbits2; - BitPacking.fastunpack(in, tmpinpos, out, s + 2 * 32, + BitPacking.fastunpack(in, tmpinpos, out, s + 2 * BLOCK_SIZE, mbits3); tmpinpos += mbits3; - BitPacking.fastunpack(in, tmpinpos, out, s + 3 * 32, + BitPacking.fastunpack(in, tmpinpos, out, s + 3 * BLOCK_SIZE, mbits4); tmpinpos += mbits4; } diff --git a/src/main/java/me/lemire/integercompression/IntCompressor.java b/src/main/java/me/lemire/integercompression/IntCompressor.java new file mode 100644 index 0000000..5f174fd --- /dev/null +++ b/src/main/java/me/lemire/integercompression/IntCompressor.java @@ -0,0 +1,63 @@ +package me.lemire.integercompression; + +import java.util.Arrays; + +/** + * This is a convenience class that wraps a codec to provide + * a "friendly" API. + * + */ +public class IntCompressor { + + + SkippableIntegerCODEC codec; + /** + * Constructor wrapping a codec. + * + * @param c the underlying codec + */ + public IntCompressor(SkippableIntegerCODEC c) { + codec = c; + } + + /** + * Constructor with default codec. + */ + public IntCompressor() { + codec = new SkippableComposition(new BinaryPacking(), + new VariableByte()); + } + + /** + * Compress an array and returns the compressed result as a new array. + * + * @param input array to be compressed + * @return compressed array + */ + public int[] compress(int[] input) { + int [] compressed = new int[input.length+1024]; + compressed[0] = input.length; + IntWrapper outpos = new IntWrapper(1); + codec.headlessCompress(input, new IntWrapper(0), + input.length, compressed, outpos); + compressed = Arrays.copyOf(compressed,outpos.intValue()); + return compressed; + } + + /** + * Uncompress an array and returns the uncompressed result as a new array. + * + * @param compressed compressed array + * @return uncompressed array + */ + public int[] uncompress(int[] compressed) { + int[] decompressed = new int[compressed[0]]; + IntWrapper inpos = new IntWrapper(1); + codec.headlessUncompress(compressed, inpos, + compressed.length - inpos.intValue(), + decompressed, new IntWrapper(0), + decompressed.length); + return decompressed; + } + +} diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java index 6d281c7..0dd2a96 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java @@ -87,34 +87,33 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, initvalue.set(in[inpos.get()+inlength -1]); int s = inpos.get(); for (; s + BLOCK_SIZE * 4 - 1 < inpos.get() + inlength; s += BLOCK_SIZE * 4) { - final int mbits1 = Util.maxdiffbits(initoffset, in, s, 32); + final int mbits1 = Util.maxdiffbits(initoffset, in, s, BLOCK_SIZE); int initoffset2 = in[s + 31]; - final int mbits2 = Util.maxdiffbits(initoffset2, in, s + 32, 32); - int initoffset3 = in[s + 32 + 31]; + final int mbits2 = Util.maxdiffbits(initoffset2, in, s + BLOCK_SIZE, BLOCK_SIZE); + int initoffset3 = in[s + BLOCK_SIZE + 31]; final int mbits3 = Util - .maxdiffbits(initoffset3, in, s + 2 * 32, 32); - int initoffset4 = in[s + 2 * 32 + 31]; + .maxdiffbits(initoffset3, in, s + 2 * BLOCK_SIZE, BLOCK_SIZE); + int initoffset4 = in[s + 2 * BLOCK_SIZE + 31]; final int mbits4 = Util - .maxdiffbits(initoffset4, in, s + 3 * 32, 32); + .maxdiffbits(initoffset4, in, s + 3 * BLOCK_SIZE, BLOCK_SIZE); out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) | (mbits3 << 8) | (mbits4); IntegratedBitPacking.integratedpack(initoffset, in, s, out, tmpoutpos, mbits1); tmpoutpos += mbits1; - IntegratedBitPacking.integratedpack(initoffset2, in, s + 32, out, + IntegratedBitPacking.integratedpack(initoffset2, in, s + BLOCK_SIZE, out, tmpoutpos, mbits2); tmpoutpos += mbits2; - IntegratedBitPacking.integratedpack(initoffset3, in, s + 2 * 32, + IntegratedBitPacking.integratedpack(initoffset3, in, s + 2 * BLOCK_SIZE, out, tmpoutpos, mbits3); tmpoutpos += mbits3; - IntegratedBitPacking.integratedpack(initoffset4, in, s + 3 * 32, + IntegratedBitPacking.integratedpack(initoffset4, in, s + 3 * BLOCK_SIZE, out, tmpoutpos, mbits4); tmpoutpos += mbits4; - initoffset = in[s + 3 * 32 + 31]; + initoffset = in[s + 3 * BLOCK_SIZE + 31]; } for (; s < inpos.get() + inlength; s += BLOCK_SIZE ) { - - final int mbits = Util.maxdiffbits(initoffset, in, s, 32); + final int mbits = Util.maxdiffbits(initoffset, in, s, BLOCK_SIZE); out[tmpoutpos++] = mbits; IntegratedBitPacking.integratedpack(initoffset, in, s, out, tmpoutpos, mbits); @@ -128,7 +127,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, @Override public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num, IntWrapper initvalue) { - final int outlength = num; + final int outlength = Util.greatestMultiple(num, BLOCK_SIZE); int tmpinpos = inpos.get(); int initoffset = initvalue.get(); int s = outpos.get(); @@ -137,23 +136,24 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; final int mbits4 = (in[tmpinpos]) & 0xFF; + ++tmpinpos; IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, out, s, mbits1); tmpinpos += mbits1; initoffset = out[s + 31]; IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, - out, s + 32, mbits2); + out, s + BLOCK_SIZE, mbits2); tmpinpos += mbits2; - initoffset = out[s + 32 + 31]; + initoffset = out[s + BLOCK_SIZE + 31]; IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, - out, s + 2 * 32, mbits3); + out, s + 2 * BLOCK_SIZE, mbits3); tmpinpos += mbits3; - initoffset = out[s + 2 * 32 + 31]; + initoffset = out[s + 2 * BLOCK_SIZE + 31]; IntegratedBitPacking.integratedunpack(initoffset, in, tmpinpos, - out, s + 3 * 32, mbits4); + out, s + 3 * BLOCK_SIZE, mbits4); tmpinpos += mbits4; - initoffset = out[s + 3 * 32 + 31]; + initoffset = out[s + 3 * BLOCK_SIZE + 31]; } for (; s < outpos.get() + outlength; s += BLOCK_SIZE) { final int mbits = in[tmpinpos]; diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java b/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java new file mode 100644 index 0000000..652c018 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java @@ -0,0 +1,64 @@ +package me.lemire.integercompression.differential; + +import java.util.Arrays; + +import me.lemire.integercompression.IntWrapper; + +/** + * This is a convenience class that wraps a codec to provide + * a "friendly" API. + * + */ +public class IntegratedIntCompressor { + SkippableIntegratedIntegerCODEC codec; + /** + * Constructor wrapping a codec. + * + * @param c the underlying codec + */ + public IntegratedIntCompressor(SkippableIntegratedIntegerCODEC c) { + codec = c; + } + + /** + * Constructor with default codec. + */ + public IntegratedIntCompressor() { + codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()); + } + + /** + * Compress an array and returns the compressed result as a new array. + * + * @param input array to be compressed + * @return compressed array + */ + public int[] compress(int[] input) { + int [] compressed = new int[input.length+1024]; + compressed[0] = input.length; + IntWrapper outpos = new IntWrapper(1); + IntWrapper initvalue = new IntWrapper(0); + codec.headlessCompress(input, new IntWrapper(0), + input.length, compressed, outpos, initvalue); + compressed = Arrays.copyOf(compressed,outpos.intValue()); + return compressed; + } + + /** + * Uncompress an array and returns the uncompressed result as a new array. + * + * @param compressed compressed array + * @return uncompressed array + */ + public int[] uncompress(int[] compressed) { + int[] decompressed = new int[compressed[0]]; + IntWrapper inpos = new IntWrapper(1); + codec.headlessUncompress(compressed, inpos, + compressed.length - inpos.intValue(), + decompressed, new IntWrapper(0), + decompressed.length, new IntWrapper(0)); + return decompressed; + } + +} diff --git a/src/test/java/me/lemire/integercompression/IntCompressorTest.java b/src/test/java/me/lemire/integercompression/IntCompressorTest.java new file mode 100644 index 0000000..34b8946 --- /dev/null +++ b/src/test/java/me/lemire/integercompression/IntCompressorTest.java @@ -0,0 +1,77 @@ +package me.lemire.integercompression; + +import java.util.Arrays; + +import org.junit.Assert; +import org.junit.Test; + +import me.lemire.integercompression.differential.IntegratedBinaryPacking; +import me.lemire.integercompression.differential.IntegratedIntCompressor; +import me.lemire.integercompression.differential.IntegratedVariableByte; +import me.lemire.integercompression.differential.SkippableIntegratedComposition; + +/** + * Testing IntCompressor objects. + */ +public class IntCompressorTest { + IntegratedIntCompressor[] iic = { + new IntegratedIntCompressor(new IntegratedVariableByte()), + new IntegratedIntCompressor( + new SkippableIntegratedComposition( + new IntegratedBinaryPacking(), + new IntegratedVariableByte())) }; + IntCompressor[] ic = { + new IntCompressor(new VariableByte()), + new IntCompressor(new SkippableComposition(new BinaryPacking(), + new VariableByte())) }; + + /** + * + */ + @Test + public void basicTest() { + for (int N = 1; N <= 10000; N *= 10) { + int[] orig = new int[N]; + for (int k = 0; k < N; k++) + orig[k] = 3 * k + 5; + for (IntCompressor i : ic) { + int[] comp = i.compress(orig); + int[] back = i.uncompress(comp); + Assert.assertArrayEquals(back, orig); + } + } + + } + /** + * + */ + @Test + public void superSimpleExample() { + IntegratedIntCompressor iic = new IntegratedIntCompressor(); + int[] data = new int[2342351]; + for(int k = 0; k < data.length; ++k) + data[k] = k; + System.out.println("Compressing "+data.length+" integers using friendly interface"); + int[] compressed = iic.compress(data); + int[] recov = iic.uncompress(compressed); + System.out.println("compressed from "+data.length*4/1024+"KB to "+compressed.length*4/1024+"KB"); + if(!Arrays.equals(recov,data)) throw new RuntimeException("bug"); + } + + /** + * + */ + @Test + public void basicIntegratedTest() { + for (int N = 1; N <= 10000; N *= 10) { + int[] orig = new int[N]; + for (int k = 0; k < N; k++) + orig[k] = 3 * k + 5; + for (IntegratedIntCompressor i : iic) { + int[] comp = i.compress(orig); + int[] back = i.uncompress(comp); + Assert.assertArrayEquals(back, orig); + } + } + } +} From e35f26dc754c64350c1dd9ff378e2721bbc01070 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 12:37:01 -0500 Subject: [PATCH 083/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.4 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index c985d64..5679dd2 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.4-SNAPSHOT + 0.1.4 jar 1.5 From 5ed3c15666569c080d7f2e5a070c3bdc22f3882a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 12:37:05 -0500 Subject: [PATCH 084/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 5679dd2..694a2cd 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.4 + 0.1.5-SNAPSHOT jar 1.5 From 7640d1f738313eb85ecbc44cf3ec08c80a7f39e9 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 16:42:19 -0500 Subject: [PATCH 085/266] Rolling back. --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 694a2cd..5679dd2 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.5-SNAPSHOT + 0.1.4 jar 1.5 From 9f03767a56ad29685247518202d984f8e87127c8 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 16:43:15 -0500 Subject: [PATCH 086/266] Moving to snapshot --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 5679dd2..c985d64 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.4 + 0.1.4-SNAPSHOT jar 1.5 From 87b422bd2b44dda978f16b322ea02ed2b8ac273a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 16:44:03 -0500 Subject: [PATCH 087/266] Going back to 0.1.5 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index c985d64..694a2cd 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.4-SNAPSHOT + 0.1.5-SNAPSHOT jar 1.5 From 1c59411ccec7178f05a132c18485eca07361951c Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 16:45:23 -0500 Subject: [PATCH 088/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.5 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 694a2cd..ad676fe 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.5-SNAPSHOT + 0.1.5 jar 1.5 From a2b1215eb086c76494a8b8da6e13c800cd9df32c Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 16:45:26 -0500 Subject: [PATCH 089/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index ad676fe..bd0eb6d 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.5 + 0.1.6-SNAPSHOT jar 1.5 From 9c48361422ad45adb5e21175947588e081a8b90f Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 16:54:20 -0500 Subject: [PATCH 090/266] Version 0.1.4 and 0.1.5 have been borked by sonatype timeouts. --- CHANGELOG | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG b/CHANGELOG index dd1a0f9..660b5bf 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,4 +1,4 @@ -0.1.4 (November 25th 2015) +0.1.4, 0.1.5, 0.1.6 (November 25th 2015) - Added IntCompressor and IntegratedIntCompressor for users looking for a simpler API 0.1.3 (June 19th 2015) From a8b40cf63b838a0b2cd1dee624422a810cb8b4e8 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 16:56:13 -0500 Subject: [PATCH 091/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.6 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index bd0eb6d..1fb6796 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.6-SNAPSHOT + 0.1.6 jar 1.5 From f324712062de23beea39c85a4cda44ce6a80d711 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Nov 2015 16:56:16 -0500 Subject: [PATCH 092/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 1fb6796..13043b9 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.6 + 0.1.7-SNAPSHOT jar 1.5 From abf841074caec7cbe277581d66800681bad382d0 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 9 Dec 2015 13:38:57 -0500 Subject: [PATCH 093/266] Flushing out description. --- README.md | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index c7949a7..cde8ffe 100644 --- a/README.md +++ b/README.md @@ -15,11 +15,17 @@ What does this do? It is a library to compress and uncompress arrays of integers very fast. The assumption is that most (but not all) values in -your array use less than 32 bits. These sort of arrays often come up +your array use much less than 32 bits, or that the gaps between +the integers use much less than 32 bits. These sort of arrays often come up when using differential coding in databases and information retrieval (e.g., in inverted indexes or column stores). -It can decompress integers at a rate of over 1.2 billions per second +Please note that random integers are not compressible, by this +library or by any other means. If you ever had the means of +systematically compressing random integers, you could compress +any data source to nothing, by recursive application of your technique. + +This library can decompress integers at a rate of over 1.2 billions per second (4.5 GB/s). It is significantly faster than generic codecs (such as Snappy, LZ4 and so on) when compressing arrays of integers. From cc01ef75ac60c8df19766d7fe2c2143c6f8a17b0 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 11 Dec 2015 10:17:12 -0500 Subject: [PATCH 094/266] Link to TurboPFor --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index cde8ffe..24758f4 100644 --- a/README.md +++ b/README.md @@ -131,6 +131,7 @@ Reference: http://sna-projects.com/kamikaze/ + Requirements ------------ @@ -198,6 +199,12 @@ http://lemire.me/fr/documents/thesis/IkhtearThesis.pdf He also posted his slides online: http://www.slideshare.net/ikhtearSharif/ikhtear-defense +Other recommended libraries +----------------------------- + +TurboPFor is a C library that offers lots of interesting optimizations and Java wrappers. Well worth checking! + +https://github.com/powturbo/TurboPFor Funding ----------- From df9a9f6e4a7865fc4838705f9cfdc41890310dc6 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 28 Jan 2016 10:21:21 -0500 Subject: [PATCH 095/266] Updating documentation link --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 24758f4..a01acbb 100644 --- a/README.md +++ b/README.md @@ -59,7 +59,7 @@ For more examples, see example.java. Some CODECs ("integrated codecs") assume that the integers are in sorted orders and use differential coding (they compress deltas). -They can be found in the package me.lemire.integercopression.differential. +They can be found in the package me.lemire.integercompression.differential. Most others do not. @@ -174,7 +174,7 @@ or: API Documentation ----------------- -http://lemire.me/docs/javafastpfor/ +http://www.javadoc.io/doc/me.lemire.integercompression/JavaFastPFOR/ Want to read more? ------------------ @@ -219,4 +219,4 @@ This work was supported by NSERC grant number 26143. [license img]:https://img.shields.io/badge/License-Apache%202-blue.svg [docs-badge]:https://img.shields.io/badge/API-docs-blue.svg?style=flat-square -[docs]:http://lemire.me/docs/javafastpfor/ +[docs]:http://www.javadoc.io/doc/me.lemire.integercompression/JavaFastPFOR/ From fea4fa962b1c516618804744908f2d18224bf0b6 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 29 Jan 2016 11:14:15 -0500 Subject: [PATCH 096/266] Trying to enable coverage tool. --- .travis.yml | 3 +++ pom.xml | 5 +++++ 2 files changed, 8 insertions(+) diff --git a/.travis.yml b/.travis.yml index a159cc4..b57c4bc 100644 --- a/.travis.yml +++ b/.travis.yml @@ -8,3 +8,6 @@ jdk: install: true script: mvn test + +after_success: + - mvn coveralls:report diff --git a/pom.xml b/pom.xml index 13043b9..9ebdbe5 100644 --- a/pom.xml +++ b/pom.xml @@ -123,6 +123,11 @@ + + org.eluder.coveralls + coveralls-maven-plugin + 3.1.0 + JavaFastPFOR From 46926976dc66fe0c60e55ca53bc118d8e22f1a54 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 29 Jan 2016 11:25:58 -0500 Subject: [PATCH 097/266] Enabling coverage testing. --- .travis.yml | 2 +- pom.xml | 13 +++++++++++++ 2 files changed, 14 insertions(+), 1 deletion(-) diff --git a/.travis.yml b/.travis.yml index b57c4bc..94ea1da 100644 --- a/.travis.yml +++ b/.travis.yml @@ -7,7 +7,7 @@ jdk: install: true -script: mvn test +script: mvn clean test jacoco:report after_success: - mvn coveralls:report diff --git a/pom.xml b/pom.xml index 9ebdbe5..c4afee9 100644 --- a/pom.xml +++ b/pom.xml @@ -123,6 +123,19 @@ + + org.jacoco + jacoco-maven-plugin + 0.7.2.201409121644 + + + prepare-agent + + prepare-agent + + + + org.eluder.coveralls coveralls-maven-plugin From 808f0c857e18cbb5d6b8170f4ef20b834909db59 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 29 Jan 2016 11:33:02 -0500 Subject: [PATCH 098/266] Updating JDKs. --- .travis.yml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.travis.yml b/.travis.yml index 94ea1da..49ed971 100644 --- a/.travis.yml +++ b/.travis.yml @@ -2,8 +2,7 @@ language: java jdk: - oraclejdk7 - - openjdk7 - - openjdk6 + - oraclejdk8 install: true From b1188d66ffe585323e7817d8daff78c324e9d53a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 29 Jan 2016 11:38:01 -0500 Subject: [PATCH 099/266] Adding coverage status badge. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a01acbb..78d5e89 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,7 @@ JavaFastPFOR: A simple integer compression library in Java ========================================================== [![Build Status](https://travis-ci.org/lemire/JavaFastPFOR.png)](https://travis-ci.org/lemire/JavaFastPFOR) [![][maven img]][maven] [![][license img]][license] [![docs-badge][]][docs] +[![Coverage Status](https://coveralls.io/repos/github/lemire/JavaFastPFOR/badge.svg?branch=master)](https://coveralls.io/github/lemire/JavaFastPFOR?branch=master) License ------- From a95b459ed4b62b1824e72bc8bd5c2de2bbe959f0 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sat, 12 Mar 2016 18:12:46 -0500 Subject: [PATCH 100/266] Adding an example to answer https://github.com/lemire/JavaFastPFOR/issues/35 --- example.java | 171 +++++++--- .../integercompression/ExampleTest.java | 314 ++++++++++++++++++ 2 files changed, 433 insertions(+), 52 deletions(-) create mode 100644 src/test/java/me/lemire/integercompression/ExampleTest.java diff --git a/example.java b/example.java index fbaa4af..6f421ed 100644 --- a/example.java +++ b/example.java @@ -7,6 +7,7 @@ public static void main(String[] args) { superSimpleExample(); unsortedExample(); basicExample(); + basicExampleHeadless(); advancedExample(); headlessDemo(); } @@ -15,12 +16,12 @@ public static void superSimpleExample() { IntegratedIntCompressor iic = new IntegratedIntCompressor(); int[] data = new int[2342351]; for(int k = 0; k < data.length; ++k) - data[k] = k; + data[k] = k; System.out.println("Compressing "+data.length+" integers using friendly interface"); - int[] compressed = iic.compress(data); + int[] compressed = iic.compress(data); int[] recov = iic.uncompress(compressed); System.out.println("compressed from "+data.length*4/1024+"KB to "+compressed.length*4/1024+"KB"); - if(!Arrays.equals(recov,data)) throw new RuntimeException("bug"); + if(!Arrays.equals(recov,data)) throw new RuntimeException("bug"); } public static void basicExample() { @@ -29,7 +30,7 @@ public static void basicExample() { // data should be sorted for best //results for(int k = 0; k < data.length; ++k) - data[k] = k; + data[k] = k; // Very important: the data is in sorted order!!! If not, you // will get very poor compression with IntegratedBinaryPacking, // you should use another CODEC. @@ -38,9 +39,9 @@ public static void basicExample() { // will be done with binary packing, and leftovers will // be processed using variable byte IntegratedIntegerCODEC codec = new - IntegratedComposition( - new IntegratedBinaryPacking(), - new IntegratedVariableByte()); + IntegratedComposition( + new IntegratedBinaryPacking(), + new IntegratedVariableByte()); // output vector should be large enough... int [] compressed = new int[data.length+1024]; // compressed might not be large enough in some cases @@ -66,17 +67,85 @@ public static void basicExample() { * * now uncompressing * + * This assumes that we otherwise know how many integers + * have been compressed, or we can bound it (e.g., you know that + * will never need to decore more than 2000 integers). + * See basicExampleHeadless for a + * more general case where you can manually manage the compressed + * array size. */ int[] recovered = new int[data.length]; IntWrapper recoffset = new IntWrapper(0); codec.uncompress(compressed,new IntWrapper(0),compressed.length,recovered,recoffset); if(Arrays.equals(data,recovered)) - System.out.println("data is recovered without loss"); + System.out.println("data is recovered without loss"); else - throw new RuntimeException("bug"); // could use assert + throw new RuntimeException("bug"); // could use assert System.out.println(); } + + /** + * Like the basicExample, but we store the input array size manually. + */ + @Test + public void basicExampleHeadless() { + int[] data = new int[2342351]; + System.out.println("Compressing " + data.length + " integers in one go using the headless approach"); + // data should be sorted for best + // results + for (int k = 0; k < data.length; ++k) + data[k] = k; + // Very important: the data is in sorted order!!! If not, you + // will get very poor compression with IntegratedBinaryPacking, + // you should use another CODEC. + + // next we compose a CODEC. Most of the processing + // will be done with binary packing, and leftovers will + // be processed using variable byte + SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()); + // output vector should be large enough... + int[] compressed = new int[data.length + 1024]; + // compressed might not be large enough in some cases + // if you get java.lang.ArrayIndexOutOfBoundsException, try + // allocating more memory + + /** + * + * compressing + * + */ + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(1); + compressed[0] = data.length; // we manually store how many integers we + codec.headlessCompress(data, inputoffset, data.length, compressed, outputoffset, new IntWrapper(0)); + // got it! + // inputoffset should be at data.length but outputoffset tells + // us where we are... + System.out.println( + "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + /** + * + * now uncompressing + * + */ + int howmany = compressed[0];// we manually stored the number of + // compressed integers + int[] recovered = new int[howmany]; + IntWrapper recoffset = new IntWrapper(0); + codec.headlessUncompress(compressed, new IntWrapper(1), compressed.length, recovered, recoffset, howmany, new IntWrapper(0)); + if (Arrays.equals(data, recovered)) + System.out.println("data is recovered without loss"); + else + throw new RuntimeException("bug"); // could use assert + System.out.println(); + } + + /** * This is an example to show you can compress unsorted integers * as long as most are small. @@ -91,9 +160,9 @@ public static void unsortedExample() { for(int k = 0; k < N; k+=533) data[k] = 10000; int[] compressed = new int [N+1024];// could need more IntegerCODEC codec = new - Composition( - new FastPFOR(), - new VariableByte()); + Composition( + new FastPFOR(), + new VariableByte()); // compressing IntWrapper inputoffset = new IntWrapper(0); IntWrapper outputoffset = new IntWrapper(0); @@ -106,9 +175,9 @@ public static void unsortedExample() { IntWrapper recoffset = new IntWrapper(0); codec.uncompress(compressed,new IntWrapper(0),compressed.length,recovered,recoffset); if(Arrays.equals(data,recovered)) - System.out.println("data is recovered without loss"); + System.out.println("data is recovered without loss"); else - throw new RuntimeException("bug"); // could use assert + throw new RuntimeException("bug"); // could use assert System.out.println(); } @@ -128,16 +197,16 @@ public static void advancedExample() { // data should be sorted for best //results for(int k = 0; k < data.length; ++k) - data[k] = k; + data[k] = k; // next we compose a CODEC. Most of the processing // will be done with binary packing, and leftovers will // be processed using variable byte, using variable byte // only for the last chunk! IntegratedIntegerCODEC regularcodec = new - IntegratedBinaryPacking(); + IntegratedBinaryPacking(); IntegratedVariableByte ivb = new IntegratedVariableByte(); IntegratedIntegerCODEC lastcodec = new - IntegratedComposition(regularcodec,ivb); + IntegratedComposition(regularcodec,ivb); // output vector should be large enough... int [] compressed = new int[TotalSize+1024]; @@ -151,7 +220,7 @@ public static void advancedExample() { IntWrapper outputoffset = new IntWrapper(0); for(int k = 0; k < TotalSize / ChunkSize; ++k) regularcodec.compress(data,inputoffset,ChunkSize,compressed,outputoffset); - lastcodec.compress(data, inputoffset, TotalSize % ChunkSize, compressed, outputoffset); + lastcodec.compress(data, inputoffset, TotalSize % ChunkSize, compressed, outputoffset); // got it! // inputoffset should be at data.length but outputoffset tells // us where we are... @@ -191,48 +260,46 @@ public static void advancedExample() { } - /* - * Demo of the headless approach where we must supply the array length - */ - public static void headlessDemo() { - System.out.println("Compressing arrays with minimal header..."); - int[] uncompressed1 = {1,2,1,3,1}; - int[] uncompressed2 = {3,2,4,6,1}; + /* + * Demo of the headless approach where we must supply the array length + */ + public static void headlessDemo() { + System.out.println("Compressing arrays with minimal header..."); + int[] uncompressed1 = {1,2,1,3,1}; + int[] uncompressed2 = {3,2,4,6,1}; - int[] compressed = new int[uncompressed1.length+uncompressed2.length+1024]; + int[] compressed = new int[uncompressed1.length+uncompressed2.length+1024]; - SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); + SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); - // compressing - IntWrapper outPos = new IntWrapper(); + // compressing + IntWrapper outPos = new IntWrapper(); - IntWrapper previous = new IntWrapper(); + IntWrapper previous = new IntWrapper(); - codec.headlessCompress(uncompressed1,new IntWrapper(),uncompressed1.length,compressed,outPos); - int length1 = outPos.get() - previous.get(); - previous = new IntWrapper(outPos.get()); - codec.headlessCompress(uncompressed2,new IntWrapper(),uncompressed2.length,compressed,outPos); - int length2 = outPos.get() - previous.get(); + codec.headlessCompress(uncompressed1,new IntWrapper(),uncompressed1.length,compressed,outPos); + int length1 = outPos.get() - previous.get(); + previous = new IntWrapper(outPos.get()); + codec.headlessCompress(uncompressed2,new IntWrapper(),uncompressed2.length,compressed,outPos); + int length2 = outPos.get() - previous.get(); - compressed = Arrays.copyOf(compressed,length1 + length2); - System.out.println("compressed unsorted integers from "+uncompressed1.length*4+"B to "+length1*4+"B"); - System.out.println("compressed unsorted integers from "+uncompressed2.length*4+"B to "+length2*4+"B"); - System.out.println("Total compressed output "+compressed.length); + compressed = Arrays.copyOf(compressed,length1 + length2); + System.out.println("compressed unsorted integers from "+uncompressed1.length*4+"B to "+length1*4+"B"); + System.out.println("compressed unsorted integers from "+uncompressed2.length*4+"B to "+length2*4+"B"); + System.out.println("Total compressed output "+compressed.length); - int[] recovered1 = new int[uncompressed1.length]; - int[] recovered2 = new int[uncompressed1.length]; - IntWrapper inPos = new IntWrapper(); - System.out.println("Decoding first array starting at pos = "+inPos); - codec.headlessUncompress(compressed,inPos, compressed.length, recovered1, new IntWrapper(0), uncompressed1.length); - System.out.println("Decoding second array starting at pos = "+inPos); - codec.headlessUncompress(compressed,inPos, compressed.length, recovered2, new IntWrapper(0), uncompressed2.length); - if(!Arrays.equals(uncompressed1,recovered1)) throw new RuntimeException("First array does not match."); - if(!Arrays.equals(uncompressed2,recovered2)) throw new RuntimeException("Second array does not match."); - System.out.println("The arrays match, your code is probably ok."); + int[] recovered1 = new int[uncompressed1.length]; + int[] recovered2 = new int[uncompressed1.length]; + IntWrapper inPos = new IntWrapper(); + System.out.println("Decoding first array starting at pos = "+inPos); + codec.headlessUncompress(compressed,inPos, compressed.length, recovered1, new IntWrapper(0), uncompressed1.length); + System.out.println("Decoding second array starting at pos = "+inPos); + codec.headlessUncompress(compressed,inPos, compressed.length, recovered2, new IntWrapper(0), uncompressed2.length); + if(!Arrays.equals(uncompressed1,recovered1)) throw new RuntimeException("First array does not match."); + if(!Arrays.equals(uncompressed2,recovered2)) throw new RuntimeException("Second array does not match."); + System.out.println("The arrays match, your code is probably ok."); - } + } } - - diff --git a/src/test/java/me/lemire/integercompression/ExampleTest.java b/src/test/java/me/lemire/integercompression/ExampleTest.java new file mode 100644 index 0000000..300983c --- /dev/null +++ b/src/test/java/me/lemire/integercompression/ExampleTest.java @@ -0,0 +1,314 @@ +package me.lemire.integercompression; + +import me.lemire.integercompression.differential.*; +import java.util.*; + +import org.junit.Test; + +/** + * + * + */ +public class ExampleTest { + /** + * + */ + @Test + + public void superSimpleExample() { + IntegratedIntCompressor iic = new IntegratedIntCompressor(); + int[] data = new int[2342351]; + for (int k = 0; k < data.length; ++k) + data[k] = k; + System.out.println("Compressing " + data.length + " integers using friendly interface"); + int[] compressed = iic.compress(data); + int[] recov = iic.uncompress(compressed); + System.out + .println("compressed from " + data.length * 4 / 1024 + "KB to " + compressed.length * 4 / 1024 + "KB"); + if (!Arrays.equals(recov, data)) + throw new RuntimeException("bug"); + } + + /** + * + */ + @Test + + public void basicExample() { + int[] data = new int[2342351]; + System.out.println("Compressing " + data.length + " integers in one go"); + // data should be sorted for best + // results + for (int k = 0; k < data.length; ++k) + data[k] = k; + // Very important: the data is in sorted order!!! If not, you + // will get very poor compression with IntegratedBinaryPacking, + // you should use another CODEC. + + // next we compose a CODEC. Most of the processing + // will be done with binary packing, and leftovers will + // be processed using variable byte + IntegratedIntegerCODEC codec = new IntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()); + // output vector should be large enough... + int[] compressed = new int[data.length + 1024]; + // compressed might not be large enough in some cases + // if you get java.lang.ArrayIndexOutOfBoundsException, try + // allocating more memory + + /** + * + * compressing + * + */ + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + codec.compress(data, inputoffset, data.length, compressed, outputoffset); + // got it! + // inputoffset should be at data.length but outputoffset tells + // us where we are... + System.out.println( + "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + /** + * + * now uncompressing + * + * This assumes that we otherwise know how many integers have been + * compressed. See basicExampleHeadless for a more general case. + */ + int[] recovered = new int[data.length]; + IntWrapper recoffset = new IntWrapper(0); + codec.uncompress(compressed, new IntWrapper(0), compressed.length, recovered, recoffset); + if (Arrays.equals(data, recovered)) + System.out.println("data is recovered without loss"); + else + throw new RuntimeException("bug"); // could use assert + System.out.println(); + } + + /** + * Like the basicExample, but we store the input array size manually. + */ + @Test + public void basicExampleHeadless() { + int[] data = new int[2342351]; + System.out.println("Compressing " + data.length + " integers in one go using the headless approach"); + // data should be sorted for best + // results + for (int k = 0; k < data.length; ++k) + data[k] = k; + // Very important: the data is in sorted order!!! If not, you + // will get very poor compression with IntegratedBinaryPacking, + // you should use another CODEC. + + // next we compose a CODEC. Most of the processing + // will be done with binary packing, and leftovers will + // be processed using variable byte + SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()); + // output vector should be large enough... + int[] compressed = new int[data.length + 1024]; + // compressed might not be large enough in some cases + // if you get java.lang.ArrayIndexOutOfBoundsException, try + // allocating more memory + + /** + * + * compressing + * + */ + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(1); + compressed[0] = data.length; // we manually store how many integers we + codec.headlessCompress(data, inputoffset, data.length, compressed, outputoffset, new IntWrapper(0)); + // got it! + // inputoffset should be at data.length but outputoffset tells + // us where we are... + System.out.println( + "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + /** + * + * now uncompressing + * + */ + int howmany = compressed[0];// we manually stored the number of + // compressed integers + int[] recovered = new int[howmany]; + IntWrapper recoffset = new IntWrapper(0); + codec.headlessUncompress(compressed, new IntWrapper(1), compressed.length, recovered, recoffset, howmany, new IntWrapper(0)); + if (Arrays.equals(data, recovered)) + System.out.println("data is recovered without loss"); + else + throw new RuntimeException("bug"); // could use assert + System.out.println(); + } + + /** + * This is an example to show you can compress unsorted integers as long as + * most are small. + */ + @Test + public void unsortedExample() { + final int N = 1333333; + int[] data = new int[N]; + // initialize the data (most will be small + for (int k = 0; k < N; k += 1) + data[k] = 3; + // throw some larger values + for (int k = 0; k < N; k += 5) + data[k] = 100; + for (int k = 0; k < N; k += 533) + data[k] = 10000; + int[] compressed = new int[N + 1024];// could need more + IntegerCODEC codec = new Composition(new FastPFOR(), new VariableByte()); + // compressing + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + codec.compress(data, inputoffset, data.length, compressed, outputoffset); + System.out.println("compressed unsorted integers from " + data.length * 4 / 1024 + "KB to " + + outputoffset.intValue() * 4 / 1024 + "KB"); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + int[] recovered = new int[N]; + IntWrapper recoffset = new IntWrapper(0); + codec.uncompress(compressed, new IntWrapper(0), compressed.length, recovered, recoffset); + if (Arrays.equals(data, recovered)) + System.out.println("data is recovered without loss"); + else + throw new RuntimeException("bug"); // could use assert + System.out.println(); + + } + + /** + * This is like the basic example, but we show how to process larger arrays + * in chunks. + * + * Some of this code was written by Pavel Klinov. + */ + @Test + public void advancedExample() { + int TotalSize = 2342351; // some arbitrary number + int ChunkSize = 16384; // size of each chunk, choose a multiple of 128 + System.out.println("Compressing " + TotalSize + " integers using chunks of " + ChunkSize + " integers (" + + ChunkSize * 4 / 1024 + "KB)"); + System.out.println("(It is often better for applications to work in chunks fitting in CPU cache.)"); + int[] data = new int[TotalSize]; + // data should be sorted for best + // results + for (int k = 0; k < data.length; ++k) + data[k] = k; + // next we compose a CODEC. Most of the processing + // will be done with binary packing, and leftovers will + // be processed using variable byte, using variable byte + // only for the last chunk! + IntegratedIntegerCODEC regularcodec = new IntegratedBinaryPacking(); + IntegratedVariableByte ivb = new IntegratedVariableByte(); + IntegratedIntegerCODEC lastcodec = new IntegratedComposition(regularcodec, ivb); + // output vector should be large enough... + int[] compressed = new int[TotalSize + 1024]; + + /** + * + * compressing + * + */ + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + for (int k = 0; k < TotalSize / ChunkSize; ++k) + regularcodec.compress(data, inputoffset, ChunkSize, compressed, outputoffset); + lastcodec.compress(data, inputoffset, TotalSize % ChunkSize, compressed, outputoffset); + // got it! + // inputoffset should be at data.length but outputoffset tells + // us where we are... + System.out.println( + "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); + // we can repack the data: + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + /** + * + * now uncompressing + * + * We are *not* assuming that the original array length is known, + * however we assume that the chunk size (ChunkSize) is known. + * + */ + int[] recovered = new int[ChunkSize]; + IntWrapper compoff = new IntWrapper(0); + IntWrapper recoffset; + int currentpos = 0; + + while (compoff.get() < compressed.length) { + recoffset = new IntWrapper(0); + regularcodec.uncompress(compressed, compoff, compressed.length - compoff.get(), recovered, recoffset); + + if (recoffset.get() < ChunkSize) {// last chunk detected + ivb.uncompress(compressed, compoff, compressed.length - compoff.get(), recovered, recoffset); + } + for (int i = 0; i < recoffset.get(); ++i) { + if (data[currentpos + i] != recovered[i]) + throw new RuntimeException("bug"); // could use assert + } + currentpos += recoffset.get(); + } + System.out.println("data is recovered without loss"); + System.out.println(); + + } + + /** + * Demo of the headless approach where we must supply the array length + */ + @Test + public void headlessDemo() { + System.out.println("Compressing arrays with minimal header..."); + int[] uncompressed1 = { 1, 2, 1, 3, 1 }; + int[] uncompressed2 = { 3, 2, 4, 6, 1 }; + + int[] compressed = new int[uncompressed1.length + uncompressed2.length + 1024]; + + SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); + + // compressing + IntWrapper outPos = new IntWrapper(); + + IntWrapper previous = new IntWrapper(); + + codec.headlessCompress(uncompressed1, new IntWrapper(), uncompressed1.length, compressed, outPos); + int length1 = outPos.get() - previous.get(); + previous = new IntWrapper(outPos.get()); + codec.headlessCompress(uncompressed2, new IntWrapper(), uncompressed2.length, compressed, outPos); + int length2 = outPos.get() - previous.get(); + + compressed = Arrays.copyOf(compressed, length1 + length2); + System.out + .println("compressed unsorted integers from " + uncompressed1.length * 4 + "B to " + length1 * 4 + "B"); + System.out + .println("compressed unsorted integers from " + uncompressed2.length * 4 + "B to " + length2 * 4 + "B"); + System.out.println("Total compressed output " + compressed.length); + + int[] recovered1 = new int[uncompressed1.length]; + int[] recovered2 = new int[uncompressed1.length]; + IntWrapper inPos = new IntWrapper(); + System.out.println("Decoding first array starting at pos = " + inPos); + codec.headlessUncompress(compressed, inPos, compressed.length, recovered1, new IntWrapper(0), + uncompressed1.length); + System.out.println("Decoding second array starting at pos = " + inPos); + codec.headlessUncompress(compressed, inPos, compressed.length, recovered2, new IntWrapper(0), + uncompressed2.length); + if (!Arrays.equals(uncompressed1, recovered1)) + throw new RuntimeException("First array does not match."); + if (!Arrays.equals(uncompressed2, recovered2)) + throw new RuntimeException("Second array does not match."); + System.out.println("The arrays match, your code is probably ok."); + + } +} From ce4bde3f032cdf1f6eacd0f901f82750de231609 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sat, 12 Mar 2016 18:13:56 -0500 Subject: [PATCH 101/266] Reformat --- example.java | 116 +++++++++++++++++++++++++-------------------------- 1 file changed, 58 insertions(+), 58 deletions(-) diff --git a/example.java b/example.java index 6f421ed..6569ebd 100644 --- a/example.java +++ b/example.java @@ -86,64 +86,64 @@ public static void basicExample() { /** - * Like the basicExample, but we store the input array size manually. - */ - @Test - public void basicExampleHeadless() { - int[] data = new int[2342351]; - System.out.println("Compressing " + data.length + " integers in one go using the headless approach"); - // data should be sorted for best - // results - for (int k = 0; k < data.length; ++k) - data[k] = k; - // Very important: the data is in sorted order!!! If not, you - // will get very poor compression with IntegratedBinaryPacking, - // you should use another CODEC. - - // next we compose a CODEC. Most of the processing - // will be done with binary packing, and leftovers will - // be processed using variable byte - SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte()); - // output vector should be large enough... - int[] compressed = new int[data.length + 1024]; - // compressed might not be large enough in some cases - // if you get java.lang.ArrayIndexOutOfBoundsException, try - // allocating more memory - - /** - * - * compressing - * - */ - IntWrapper inputoffset = new IntWrapper(0); - IntWrapper outputoffset = new IntWrapper(1); - compressed[0] = data.length; // we manually store how many integers we - codec.headlessCompress(data, inputoffset, data.length, compressed, outputoffset, new IntWrapper(0)); - // got it! - // inputoffset should be at data.length but outputoffset tells - // us where we are... - System.out.println( - "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); - // we can repack the data: (optional) - compressed = Arrays.copyOf(compressed, outputoffset.intValue()); - - /** - * - * now uncompressing - * - */ - int howmany = compressed[0];// we manually stored the number of - // compressed integers - int[] recovered = new int[howmany]; - IntWrapper recoffset = new IntWrapper(0); - codec.headlessUncompress(compressed, new IntWrapper(1), compressed.length, recovered, recoffset, howmany, new IntWrapper(0)); - if (Arrays.equals(data, recovered)) - System.out.println("data is recovered without loss"); - else - throw new RuntimeException("bug"); // could use assert - System.out.println(); - } + * Like the basicExample, but we store the input array size manually. + */ + @Test + public void basicExampleHeadless() { + int[] data = new int[2342351]; + System.out.println("Compressing " + data.length + " integers in one go using the headless approach"); + // data should be sorted for best + // results + for (int k = 0; k < data.length; ++k) + data[k] = k; + // Very important: the data is in sorted order!!! If not, you + // will get very poor compression with IntegratedBinaryPacking, + // you should use another CODEC. + + // next we compose a CODEC. Most of the processing + // will be done with binary packing, and leftovers will + // be processed using variable byte + SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()); + // output vector should be large enough... + int[] compressed = new int[data.length + 1024]; + // compressed might not be large enough in some cases + // if you get java.lang.ArrayIndexOutOfBoundsException, try + // allocating more memory + + /** + * + * compressing + * + */ + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(1); + compressed[0] = data.length; // we manually store how many integers we + codec.headlessCompress(data, inputoffset, data.length, compressed, outputoffset, new IntWrapper(0)); + // got it! + // inputoffset should be at data.length but outputoffset tells + // us where we are... + System.out.println( + "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + /** + * + * now uncompressing + * + */ + int howmany = compressed[0];// we manually stored the number of + // compressed integers + int[] recovered = new int[howmany]; + IntWrapper recoffset = new IntWrapper(0); + codec.headlessUncompress(compressed, new IntWrapper(1), compressed.length, recovered, recoffset, howmany, new IntWrapper(0)); + if (Arrays.equals(data, recovered)) + System.out.println("data is recovered without loss"); + else + throw new RuntimeException("bug"); // could use assert + System.out.println(); + } /** From 16caafa7c8cd3687b9842a27f70e2c3baea4f35e Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 7 Apr 2016 18:58:19 -0400 Subject: [PATCH 102/266] Adding an example. --- README.md | 2 +- examples/Axelbrooke/CompressBitmap.java | 97 ++++++++++++++++++++++++ examples/Axelbrooke/README.md | 0 examples/Axelbrooke/example_bitmap.bin | Bin 0 -> 2961813 bytes examples/Axelbrooke/run.sh | 3 + 5 files changed, 101 insertions(+), 1 deletion(-) create mode 100644 examples/Axelbrooke/CompressBitmap.java create mode 100644 examples/Axelbrooke/README.md create mode 100644 examples/Axelbrooke/example_bitmap.bin create mode 100755 examples/Axelbrooke/run.sh diff --git a/README.md b/README.md index 78d5e89..b15ef84 100644 --- a/README.md +++ b/README.md @@ -56,7 +56,7 @@ Really simple usage: int[] recov = iic.uncompress(compressed); // equals to data ``` -For more examples, see example.java. +For more examples, see example.java or the examples folder. Some CODECs ("integrated codecs") assume that the integers are in sorted orders and use differential coding (they compress deltas). diff --git a/examples/Axelbrooke/CompressBitmap.java b/examples/Axelbrooke/CompressBitmap.java new file mode 100644 index 0000000..c641c65 --- /dev/null +++ b/examples/Axelbrooke/CompressBitmap.java @@ -0,0 +1,97 @@ +import java.io.*; +import java.nio.file.*; +import java.util.*; +import java.util.zip.*; + +import me.lemire.integercompression.differential.*; +import me.lemire.integercompression.*; + + +public class CompressBitmap { + + public static void main(String[] args) throws IOException { + if(args.length == 0) { + System.out.println("usage: please provide the file name of a bitmap binary file."); + return; + } + System.out.println("loading file "+args[0]+" as a bitmap"); + int[] data = fromBitsetFileToArray(args[0]); + System.out.println("Compressing "+data.length+" integers"); + int[] compressed = iic.compress(data); + int[] recov = iic.uncompress(compressed); + System.out.println("compressed from "+data.length*4/1024+"KB to "+compressed.length*4/1024+"KB"); + System.out.println("ratio: "+Math.round(data.length*1.0/compressed.length)); + + if(!Arrays.equals(recov,data)) throw new RuntimeException("bug"); + + long bef,aft; + bef = System.nanoTime(); + recov = iic.uncompress(compressed); + aft = System.nanoTime(); + + System.out.println("decoding speed:"+Math.round(data.length*1000.0/(aft-bef))+" millions of integers per second"); + + + bef = System.nanoTime(); + compressed = iic.compress(data); + aft = System.nanoTime(); + + System.out.println("encoding speed:"+Math.round(data.length*1000.0/(aft-bef))+" millions of integers per second"); + + System.out.println("note: with a bit of effort, speed can be much higher."); + + + System.out.println(); + zipStats(args[0]); + + + } + + static IntegratedIntCompressor iic = new IntegratedIntCompressor( + new SkippableIntegratedComposition( + new IntegratedBinaryPacking(), + new IntegratedVariableByte())); + + public static int[] fromBitsetFileToArray(String filename) throws IOException { + Path path = Paths.get(filename); + byte[] data = Files.readAllBytes(path); + // we determine cardinality + int card = 0; + for(int k = 0 ; k < data.length; ++k) { + int bv = data[k] & 0xFF; + card += Integer.bitCount(bv); + } + int[] answer = new int[card]; + int pos = 0; + for(int k = 0 ; k < data.length; ++k) { + int bv = data[k] & 0xFF; + for(int b = 0 ; b < 8; ++b) + if ( ( (bv >> b) & 1 ) == 1) { + answer[pos++] = b + k * 8; + } + } + if(pos != card) throw new RuntimeException("bug"); + return answer; + } + + public static void zipStats(String filename) throws IOException { + Path path = Paths.get(filename); + byte[] input = Files.readAllBytes(path); + System.out.println("I will try to compress the original bitmap using zip."); + + long bef = System.nanoTime(); + ByteArrayOutputStream baos = new ByteArrayOutputStream(); + ZipOutputStream zos = new ZipOutputStream(baos); + zos.setLevel(9); + ZipEntry entry = new ZipEntry(filename); + entry.setSize(input.length); + zos.putNextEntry(entry); + zos.write(input); + zos.closeEntry(); + zos.close(); + byte[] result = baos.toByteArray(); + long aft = System.nanoTime(); + System.out.println("zip encoding speed:"+input.length*1000.0/(aft-bef)+" million of bytes per second"); + System.out.println("zip compression ratio at best level : "+input.length * 1.0 / result.length); + } +} \ No newline at end of file diff --git a/examples/Axelbrooke/README.md b/examples/Axelbrooke/README.md new file mode 100644 index 0000000..e69de29 diff --git a/examples/Axelbrooke/example_bitmap.bin b/examples/Axelbrooke/example_bitmap.bin new file mode 100644 index 0000000000000000000000000000000000000000..7a00138d684db3acd27577fa6252de07b2d0f16a GIT binary patch literal 2961813 zcmX85Z_Jb3edqZ-$H(T_7;lceFvn|1M; 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za$H5}ou7EFx7GV&$-dw0GK(%l*3{=qoF%T)!`r|5nFm*2Ol8f*WL#vDZ}QsZ@zXm` z?>atmPg0S0a?_{v0n26lr0|kFDMHJI9AQ za(mA()5#|rL)LilD@JWOdCaao_~K^1)x0?WscR#HE9X$E_~=nNlJ8ZUR6eBZGuo&1 zg##8z+YPtmBlhcbBQLt96i%9E67|PZIBfE4cQ+Xc&v1L`bTK! z{TY5f-fG>G&6S#?z0IdC@C(nE_fDqe`gaPFo_DFqj71U~df^AlN3&&fzreD5mnU=K zgWu)W#82h0+x7XC?aSdKbaTh<@m(mOQ%CZv@jLCezPpe-VvgT2`0KUOU9{Bl^yNRk zGBJGn!uHfJBQv@4kFr|#dI$gKzxr*L=jzw~{HdkEpQiN#-*%(9Zr$>e6X))DX7lLQ zAI6zE@&|w3`#gL2`u$J->q8x%7*N@Vt{k@NA0+;PZ4Pvtx%2$YSAIFy6CJ7L{@`3W2K-xC()*5V#6~s}Q&ffvXVs|Am15e|+}d AO8@`> literal 0 HcmV?d00001 diff --git a/examples/Axelbrooke/run.sh b/examples/Axelbrooke/run.sh new file mode 100755 index 0000000..59bcd94 --- /dev/null +++ b/examples/Axelbrooke/run.sh @@ -0,0 +1,3 @@ +#!/usr/bin/env bash +echo "please be patient as I build the library and the example" + mvn -Dmaven.test.skip=true -Dmaven.javadoc.skip=true -f ../../pom.xml package > /dev/null && javac -cp "../../target/*" CompressBitmap.java && java -cp "../../target/*":. CompressBitmap example_bitmap.bin From 9d5914131134ecbda7bad97c36a4684aca462e8a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 7 Apr 2016 18:59:13 -0400 Subject: [PATCH 103/266] Forgot to save content --- examples/Axelbrooke/README.md | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) diff --git a/examples/Axelbrooke/README.md b/examples/Axelbrooke/README.md index e69de29..fad997e 100644 --- a/examples/Axelbrooke/README.md +++ b/examples/Axelbrooke/README.md @@ -0,0 +1,25 @@ +# Bitset compression example + +A bitset can be considered as an array of integers. +Suppose you want to compress it quickly (at a rate of + millions of integers per second or better). + + The ``CompressBitmap.java`` file shows how it can be done. + +## Usage + +```bash +./run.sh + +loading file example_bitmap.bin as a bitmap +Compressing 1784073 integers +compressed from 6969KB to 1348KB +ratio: 5 +decoding speed:199 millions of integers per second +encoding speed:124 millions of integers per second +note: with a bit of effort, speed can be much higher. + +I will try to compress the original bitmap using zip. +zip encoding speed:0.4458317816544745 million of bytes per second +zip compression ratio at best level : 2.255323798747234 +``` From 871ceb5b8a0f93a079fe0ca08c5275353435e09e Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sun, 10 Apr 2016 10:31:27 -0400 Subject: [PATCH 104/266] Source should be 1.6 or better, surely. --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index c4afee9..1406b43 100644 --- a/pom.xml +++ b/pom.xml @@ -5,8 +5,8 @@ 0.1.7-SNAPSHOT jar - 1.5 - 1.5 + 1.6 + 1.6 UTF-8 From f83240c3a9e53b2d60849f5f1c3f88a31631241e Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sun, 10 Apr 2016 10:49:38 -0400 Subject: [PATCH 105/266] Excluding some files from documentation. --- pom.xml | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/pom.xml b/pom.xml index 1406b43..999fd09 100644 --- a/pom.xml +++ b/pom.xml @@ -101,6 +101,9 @@ org.apache.maven.plugins maven-javadoc-plugin 2.8 + + com.kamikaze.pfordelta:me.lemire.integercompression.benchmarktools + attach-javadocs @@ -127,6 +130,10 @@ org.jacoco jacoco-maven-plugin 0.7.2.201409121644 + + com/kamikaze/pfordelta/* + me/lemire/integercompression/benchmarktools/* + prepare-agent From d89453e667b0a7af63b7f2c2a334ae3780f5bd57 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sun, 10 Apr 2016 14:12:25 -0400 Subject: [PATCH 106/266] Updating coverage plugin. --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 999fd09..fe3f723 100644 --- a/pom.xml +++ b/pom.xml @@ -146,7 +146,7 @@ org.eluder.coveralls coveralls-maven-plugin - 3.1.0 + 3.2.1 From e652298eb17498acd6f0dcd0084bf199ba186121 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sun, 10 Apr 2016 14:32:52 -0400 Subject: [PATCH 107/266] Updating jacobo plugin. --- pom.xml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index fe3f723..ff274b0 100644 --- a/pom.xml +++ b/pom.xml @@ -129,10 +129,12 @@ org.jacoco jacoco-maven-plugin - 0.7.2.201409121644 + 0.7.6.201602180812 + com/kamikaze/pfordelta/* me/lemire/integercompression/benchmarktools/* + From 6e498d63b04f2be84ae040fd77f1b3fdf6c40ed8 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sun, 10 Apr 2016 21:39:02 -0400 Subject: [PATCH 108/266] Updating oss-parent. --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index ff274b0..967f17a 100644 --- a/pom.xml +++ b/pom.xml @@ -56,7 +56,7 @@ org.sonatype.oss oss-parent - 5 + 9 From 4eab2b38d28c86900ff0c0f88037aa61a4f357f1 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 20 Apr 2016 19:56:02 -0400 Subject: [PATCH 109/266] Adding reference. --- README.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index b15ef84..af79474 100644 --- a/README.md +++ b/README.md @@ -203,9 +203,8 @@ He also posted his slides online: http://www.slideshare.net/ikhtearSharif/ikhtea Other recommended libraries ----------------------------- -TurboPFor is a C library that offers lots of interesting optimizations and Java wrappers. Well worth checking! - -https://github.com/powturbo/TurboPFor +* CSharpFastPFOR: A C# integer compression library https://github.com/Genbox/CSharpFastPFOR +* TurboPFor is a C library that offers lots of interesting optimizations and Java wrappers. Well worth checking! (Uses a GPL license.) https://github.com/powturbo/TurboPFor Funding ----------- From 737b4216b2b1f3e2bfe636e3fd85110b68c289bf Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 20 Apr 2016 19:59:47 -0400 Subject: [PATCH 110/266] Adding another lib. ref. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af79474..bc7a4aa 100644 --- a/README.md +++ b/README.md @@ -203,6 +203,7 @@ He also posted his slides online: http://www.slideshare.net/ikhtearSharif/ikhtea Other recommended libraries ----------------------------- +* Encoding: Integer Compression Libraries for Go https://github.com/zhenjl/encoding * CSharpFastPFOR: A C# integer compression library https://github.com/Genbox/CSharpFastPFOR * TurboPFor is a C library that offers lots of interesting optimizations and Java wrappers. Well worth checking! (Uses a GPL license.) https://github.com/powturbo/TurboPFor From 4842c942b6060a0e06afa8a59cf66c7fbe6ea405 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 22 Apr 2016 18:12:03 -0400 Subject: [PATCH 111/266] Documentation fix. --- CHANGELOG | 3 ++ .../lemire/integercompression/FastPFOR.java | 30 +++++++++---------- .../integercompression/FastPFOR128.java | 28 ++++++++--------- 3 files changed, 32 insertions(+), 29 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 660b5bf..14d7b68 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,6 @@ +0.1.7 (April 22nd 2016) + - Documentation fix. + 0.1.4, 0.1.5, 0.1.6 (November 25th 2015) - Added IntCompressor and IntegratedIntCompressor for users looking for a simpler API diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 4f0591f..d10576f 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -16,8 +16,8 @@ * up to 65536 integers. Note that it is important, to get good * compression and good performance, to use sizeable blocks (greater than 1024 integers). * For arrays containing a number of integers that is not divisible by BLOCK_SIZE, you should use - * it in conjunction with another CODEC: - * + * it in conjunction with another CODEC: + * * IntegerCODEC ic = new Composition(new FastPFOR(), new VariableByte()). *

    * For details, please see: @@ -29,23 +29,23 @@ *

    *

    For sufficiently compressible and long arrays, it is faster and better than other PFOR * schemes.

    - * + * * Note that this does not use differential coding: if you are working on sorted - * lists, use IntegratedFastPFOR instead. + * lists, you should first compute deltas, see {@link #me.lemire.integercompression.differential.Delta#delta}. * * For multi-threaded applications, each thread should use its own FastPFOR * object. - * + * * @author Daniel Lemire */ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { final static int OVERHEAD_OF_EACH_EXCEPT = 8; /** - * + * */ public final static int DEFAULT_PAGE_SIZE = 65536; /** - * + * */ public final static int BLOCK_SIZE = 256; @@ -57,11 +57,11 @@ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { final int[] dataPointers = new int[33]; final int[] freqs = new int[33]; final int[] bestbbestcexceptmaxb = new int[3]; - + /** * Construct the FastPFOR CODEC. - * + * * @param pagesize * the desired page size (recommended value is FastPFOR.DEFAULT_PAGE_SIZE) */ @@ -85,7 +85,7 @@ public FastPFOR() { /** * Compress data in blocks of BLOCK_SIZE integers (if fewer than BLOCK_SIZE integers * are provided, nothing is done). - * + * * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) */ @Override @@ -93,7 +93,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); // Allocate memory for working area. - + final int finalinpos = inpos.get() + inlength; while (inpos.get() != finalinpos) { int thissize = Math.min(pageSize, @@ -101,7 +101,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, encodePage(in, inpos, thissize, out, outpos); } - + } private void getBestBFromData(int[] in, int pos) { @@ -215,7 +215,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, * Uncompress data in blocks of integers. In this particular case, * the inlength parameter is ignored: it is deduced from the compressed * data. - * + * * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) */ @Override @@ -292,7 +292,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, for (int k = 0; k < cexcept; ++k) { final int pos = byteContainer.get() &0xFF; out[pos + tmpoutpos] |= 1 << b; - } + } } else { for (int k = 0; k < cexcept; ++k) { final int pos = byteContainer.get() &0xFF; @@ -313,7 +313,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, return; out[outpos.get()] = inlength; outpos.increment(); - headlessCompress(in, inpos, inlength, out, outpos); + headlessCompress(in, inpos, inlength, out, outpos); } @Override diff --git a/src/main/java/me/lemire/integercompression/FastPFOR128.java b/src/main/java/me/lemire/integercompression/FastPFOR128.java index 50ccc2d..a5ba5d1 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR128.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR128.java @@ -12,23 +12,23 @@ /** * This class is similar to FastPFOR but uses a small block size. - * + * * Note that this does not use differential coding: if you are working on sorted - * lists, use IntegratedFastPFOR instead. - * + * lists, you should first compute deltas, see {@link #me.lemire.integercompression.differential.Delta#delta}. + * * For multi-threaded applications, each thread should use its own FastPFOR * object. - * + * * @author Daniel Lemire */ public final class FastPFOR128 implements IntegerCODEC,SkippableIntegerCODEC { final static int OVERHEAD_OF_EACH_EXCEPT = 8; /** - * + * */ public final static int DEFAULT_PAGE_SIZE = 65536; /** - * + * */ public final static int BLOCK_SIZE = 128; @@ -40,10 +40,10 @@ public final class FastPFOR128 implements IntegerCODEC,SkippableIntegerCODEC { final int[] dataPointers = new int[33]; final int[] freqs = new int[33]; final int[] bestbbestcexceptmaxb = new int[3]; - + /** * Construct the FastPFOR CODEC. - * + * * @param pagesize * the desired page size (recommended value is FastPFOR.DEFAULT_PAGE_SIZE) */ @@ -66,7 +66,7 @@ public FastPFOR128() { /** * Compress data in blocks of BLOCK_SIZE integers (if fewer than BLOCK_SIZE integers * are provided, nothing is done). - * + * * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) */ @Override @@ -192,7 +192,7 @@ private void encodePage(int[] in, IntWrapper inpos, int thissize, * Uncompress data in blocks of integers. In this particular case, * the inlength parameter is ignored: it is deduced from the compressed * data. - * + * * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) */ @Override @@ -271,7 +271,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, for (int k = 0; k < cexcept; ++k) { final int pos = byteContainer.get() &0xFF; out[pos + tmpoutpos] |= 1 << b; - } + } } else { for (int k = 0; k < cexcept; ++k) { final int pos = byteContainer.get() &0xFF; @@ -284,7 +284,7 @@ private void decodePage(int[] in, IntWrapper inpos, int[] out, outpos.set(tmpoutpos); inpos.set(inexcept); } - + @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { @@ -293,7 +293,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, return; out[outpos.get()] = inlength; outpos.increment(); - headlessCompress(in, inpos, inlength, out, outpos); + headlessCompress(in, inpos, inlength, out, outpos); } @Override @@ -305,7 +305,7 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, inpos.increment(); headlessUncompress(in, inpos, inlength, out, outpos, outlength); } - + @Override public String toString() { return this.getClass().getSimpleName(); From efbdfd70b5b2d65a8d60d034db387bbe9edd6ed8 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 22 Apr 2016 18:12:38 -0400 Subject: [PATCH 112/266] Changing link for see --- src/main/java/me/lemire/integercompression/FastPFOR.java | 2 +- src/main/java/me/lemire/integercompression/FastPFOR128.java | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index d10576f..bc9cbec 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -31,7 +31,7 @@ * schemes.

    * * Note that this does not use differential coding: if you are working on sorted - * lists, you should first compute deltas, see {@link #me.lemire.integercompression.differential.Delta#delta}. + * lists, you should first compute deltas, @see me.lemire.integercompression.differential.Delta#delta. * * For multi-threaded applications, each thread should use its own FastPFOR * object. diff --git a/src/main/java/me/lemire/integercompression/FastPFOR128.java b/src/main/java/me/lemire/integercompression/FastPFOR128.java index a5ba5d1..c1efa94 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR128.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR128.java @@ -14,7 +14,7 @@ * This class is similar to FastPFOR but uses a small block size. * * Note that this does not use differential coding: if you are working on sorted - * lists, you should first compute deltas, see {@link #me.lemire.integercompression.differential.Delta#delta}. + * lists, you should first compute deltas, @see me.lemire.integercompression.differential.Delta#delta. * * For multi-threaded applications, each thread should use its own FastPFOR * object. From 890d51fc5dde7eceb9d389136c66ac919f58fa22 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 22 Apr 2016 18:13:46 -0400 Subject: [PATCH 113/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.7 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 967f17a..effa84b 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.7-SNAPSHOT + 0.1.7 jar 1.6 From 11e2fbf0d77a626ef7150ea6f87721b9b6213b9c Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 22 Apr 2016 18:13:48 -0400 Subject: [PATCH 114/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index effa84b..bdd7b57 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.7 + 0.1.8-SNAPSHOT jar 1.6 From 821e8e6b8bc77786b7a24ad696e739551a1d1620 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sun, 7 Aug 2016 11:28:44 -0400 Subject: [PATCH 115/266] Not sure. --- .../benchmarktools/BenchmarkOffsettedSeries.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java index d9243bd..c31411d 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkOffsettedSeries.java @@ -88,7 +88,7 @@ private static void benchmarkSine(final PrintWriter csvWriter, final IntegerCODEC[] codecs, final int count, final int length, final int mean, final int range, final int freq) { String dataProp = String.format( - "(mean=%1$d range=%2$d freq=%2$d)", mean, range, freq); + "(mean=%1$d range=%2$d freq=%3$d)", mean, range, freq); int[][] data = generateSineDataChunks(0, count, length, mean, range, freq); benchmark(csvWriter, "Sine " + dataProp, codecs, data, From 39536e72195fd4d34464da49107551d47a1a78f7 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 13 Sep 2016 17:15:42 -0400 Subject: [PATCH 116/266] Preparing release --- CHANGELOG | 3 + .../integercompression/GroupSimple9.java | 3692 +++++++++++++++++ .../me/lemire/integercompression/S16.java | 379 +- .../java/me/lemire/integercompression/S9.java | 363 +- .../lemire/integercompression/Simple16.java | 358 +- .../me/lemire/integercompression/Simple9.java | 557 ++- .../me/lemire/integercompression/Util.java | 10 +- .../benchmarktools/Benchmark.java | 21 +- .../lemire/integercompression/BasicTest.java | 9 + 9 files changed, 4536 insertions(+), 856 deletions(-) create mode 100644 src/main/java/me/lemire/integercompression/GroupSimple9.java diff --git a/CHANGELOG b/CHANGELOG index 14d7b68..a899df4 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,6 @@ +0.1.8 (September 13th 2016) + - Added GroupSimple9 + 0.1.7 (April 22nd 2016) - Documentation fix. diff --git a/src/main/java/me/lemire/integercompression/GroupSimple9.java b/src/main/java/me/lemire/integercompression/GroupSimple9.java new file mode 100644 index 0000000..d109fee --- /dev/null +++ b/src/main/java/me/lemire/integercompression/GroupSimple9.java @@ -0,0 +1,3692 @@ +package me.lemire.integercompression; + +/** + * Group Simple 9 Credit Kun Jiang, Yuexiang Yang and Qinghua Zheng source: + * https://github.com/deeper2/simple + * + * Adapted by D. Lemire. + */ + +public final class GroupSimple9 implements IntegerCODEC { + + private static final int[][] M = { { 0, 1, 2, 3, 4, 5, 6, 7, 8 }, { 9, 10, 11, 12, 13, 14, 15, 16, 17 }, + { 18, 19, 20, 21, 22, 23, 24, 25, 26 }, { 27, 28, 29, 30, 31, 32, 33, 34, 35 }, + { 36, 37, 38, 39, 40, 41, 42, 43, 44 }, { 45, 46, 47, 48, 49, 50, 51, 52, 53 }, + { 54, 55, 56, 57, 58, 59, 60, 61, 62 }, { 63, 64, 65, 66, 67, 68, 69, 70, 71 }, + { 72, 73, 74, 75, 76, 77, 78, 79, 80 } }; + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { + int tmpoutpos = outpos.get(); + int currentPos = inpos.get(); + int selector1 = 0; + int selector2 = 0; + out[tmpoutpos++] = inlength; + outpos.add(1); + final int finalin = currentPos + inlength; + while (currentPos < finalin - 28 * 2) { + mainloop1: for (selector1=0; selector1 <= 8; selector1++) { + int compressedNum = codeNum[selector1]; + //if (finalin <= currentPos + compressedNum - 1) + // compressedNum = finalin - currentPos; + int b = bitLength[selector1]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[currentPos + i])) + continue mainloop1; + } + currentPos += compressedNum; + break; + } + mainloop2: for (selector2 = 0; selector2 <= 8; selector2++) { + int compressedNum = codeNum[selector2]; + //if (finalin <= currentPos + compressedNum - 1) + // compressedNum = finalin - currentPos; + int b = bitLength[selector2]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[currentPos + i])) + continue mainloop2; + } + currentPos += compressedNum; + break; + } + int code = M[selector1][selector2]; + out[tmpoutpos] = 0; + out[tmpoutpos + 1] = 0; + switch (code) { + case 0: + encode0(in, inpos, code, out, outpos); + break; + case 1: + encode1(in, inpos, code, out, outpos); + break; + case 2: + encode2(in, inpos, code, out, outpos); + break; + case 3: + encode3(in, inpos, code, out, outpos); + break; + case 4: + encode4(in, inpos, code, out, outpos); + break; + case 5: + encode5(in, inpos, code, out, outpos); + break; + case 6: + encode6(in, inpos, code, out, outpos); + break; + case 7: + encode7(in, inpos, code, out, outpos); + break; + case 8: + encode8(in, inpos, code, out, outpos); + break; + case 9: + encode9(in, inpos, code, out, outpos); + break; + case 10: + encode10(in, inpos, code, out, outpos); + break; + case 11: + encode11(in, inpos, code, out, outpos); + break; + case 12: + encode12(in, inpos, code, out, outpos); + break; + case 13: + encode13(in, inpos, code, out, outpos); + break; + case 14: + encode14(in, inpos, code, out, outpos); + break; + case 15: + encode15(in, inpos, code, out, outpos); + break; + case 16: + encode16(in, inpos, code, out, outpos); + break; + case 17: + encode17(in, inpos, code, out, outpos); + break; + case 18: + encode18(in, inpos, code, out, outpos); + break; + case 19: + encode19(in, inpos, code, out, outpos); + break; + case 20: + encode20(in, inpos, code, out, outpos); + break; + case 21: + encode21(in, inpos, code, out, outpos); + break; + case 22: + encode22(in, inpos, code, out, outpos); + break; + case 23: + encode23(in, inpos, code, out, outpos); + break; + case 24: + encode24(in, inpos, code, out, outpos); + break; + case 25: + encode25(in, inpos, code, out, outpos); + break; + case 26: + encode26(in, inpos, code, out, outpos); + break; + case 27: + encode27(in, inpos, code, out, outpos); + break; + case 28: + encode28(in, inpos, code, out, outpos); + break; + case 29: + encode29(in, inpos, code, out, outpos); + break; + case 30: + encode30(in, inpos, code, out, outpos); + break; + case 31: + encode31(in, inpos, code, out, outpos); + break; + case 32: + encode32(in, inpos, code, out, outpos); + break; + case 33: + encode33(in, inpos, code, out, outpos); + break; + case 34: + encode34(in, inpos, code, out, outpos); + break; + case 35: + encode35(in, inpos, code, out, outpos); + break; + case 36: + encode36(in, inpos, code, out, outpos); + break; + case 37: + encode37(in, inpos, code, out, outpos); + break; + case 38: + encode38(in, inpos, code, out, outpos); + break; + case 39: + encode39(in, inpos, code, out, outpos); + break; + case 40: + encode40(in, inpos, code, out, outpos); + break; + case 41: + encode41(in, inpos, code, out, outpos); + break; + case 42: + encode42(in, inpos, code, out, outpos); + break; + case 43: + encode43(in, inpos, code, out, outpos); + break; + case 44: + encode44(in, inpos, code, out, outpos); + break; + case 45: + encode45(in, inpos, code, out, outpos); + break; + case 46: + encode46(in, inpos, code, out, outpos); + break; + case 47: + encode47(in, inpos, code, out, outpos); + break; + case 48: + encode48(in, inpos, code, out, outpos); + break; + case 49: + encode49(in, inpos, code, out, outpos); + break; + case 50: + encode50(in, inpos, code, out, outpos); + break; + case 51: + encode51(in, inpos, code, out, outpos); + break; + case 52: + encode52(in, inpos, code, out, outpos); + break; + case 53: + encode53(in, inpos, code, out, outpos); + break; + case 54: + encode54(in, inpos, code, out, outpos); + break; + case 55: + encode55(in, inpos, code, out, outpos); + break; + case 56: + encode56(in, inpos, code, out, outpos); + break; + case 57: + encode57(in, inpos, code, out, outpos); + break; + case 58: + encode58(in, inpos, code, out, outpos); + break; + case 59: + encode59(in, inpos, code, out, outpos); + break; + case 60: + encode60(in, inpos, code, out, outpos); + break; + case 61: + encode61(in, inpos, code, out, outpos); + break; + case 62: + encode62(in, inpos, code, out, outpos); + break; + case 63: + encode63(in, inpos, code, out, outpos); + break; + case 64: + encode64(in, inpos, code, out, outpos); + break; + case 65: + encode65(in, inpos, code, out, outpos); + break; + case 66: + encode66(in, inpos, code, out, outpos); + break; + case 67: + encode67(in, inpos, code, out, outpos); + break; + case 68: + encode68(in, inpos, code, out, outpos); + break; + case 69: + encode69(in, inpos, code, out, outpos); + break; + case 70: + encode70(in, inpos, code, out, outpos); + break; + case 71: + encode71(in, inpos, code, out, outpos); + break; + case 72: + encode72(in, inpos, code, out, outpos); + break; + case 73: + encode73(in, inpos, code, out, outpos); + break; + case 74: + encode74(in, inpos, code, out, outpos); + break; + case 75: + encode75(in, inpos, code, out, outpos); + break; + case 76: + encode76(in, inpos, code, out, outpos); + break; + case 77: + encode77(in, inpos, code, out, outpos); + break; + case 78: + encode78(in, inpos, code, out, outpos); + break; + case 79: + encode79(in, inpos, code, out, outpos); + break; + case 80: + encode80(in, inpos, code, out, outpos); + break; + default: + throw new RuntimeException("unsupported code"); + }// end switch + inpos.set(currentPos); + tmpoutpos += 2; + } + + outer: while (currentPos < finalin) { + mainloop: for (int selector = 0; selector < 8; selector++) { + int res = 0; + int compressedNum = codeNum[selector]; + if (finalin <= currentPos + compressedNum - 1) + compressedNum = finalin - currentPos; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[currentPos + i])) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } + if (compressedNum != codeNum[selector]) { + res <<= (codeNum[selector] - compressedNum) * b; + } + res |= selector << 28; + out[tmpoutpos++] = res; + + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + inpos.set(currentPos); + outpos.set(tmpoutpos); + } + + private void encode0(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + (in[inf + i]); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode1(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode2(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 28 + i];// 第二个28位是低位存储的，所以浪费的1比特在最顶端。 + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode3(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode4(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode5(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode6(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode7(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode8(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode9(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode10(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 12; i++) { + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + + } + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode11(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode12(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode13(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode14(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode15(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode16(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode17(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode18(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 9 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode19(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 9 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode20(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 9 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode21(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode22(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode23(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode24(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode25(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode26(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode27(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode28(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode29(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode30(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode31(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode32(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode33(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode34(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode35(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode36(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode37(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode38(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode39(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode40(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode41(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode42(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode43(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode44(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode45(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode46(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode47(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode48(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode49(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode50(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode51(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode52(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode53(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode54(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode55(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode56(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode57(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode58(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode59(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode60(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode61(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode62(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode63(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode64(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode65(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode66(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode67(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode68(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode69(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode70(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode71(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode72(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode73(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode74(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode75(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode76(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode77(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode78(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode79(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + private void encode80(final int[] in, final IntWrapper inOffset, final int code, final int[] out, + final IntWrapper outOffset) { + int inf = inOffset.get(); + int outf = outOffset.get(); + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + outOffset.add(2); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + int currentPos = outpos.get(); + int tmpinpos = inpos.get(); + final int finalout = currentPos + in[tmpinpos++]; + while (currentPos < finalout - 2 * 28) { + + int val = in[tmpinpos++]; + int valn = in[tmpinpos++]; + int header = val >>> 24; + switch (header) { + case 0: { + decode0(val, valn, out, currentPos); + currentPos+=56; + break; + } + case 1: { + decode1(val, valn, out, currentPos); + currentPos+=42; + break; + } + case 2: { + decode2(val, valn, out, currentPos); + currentPos+=37; + break; + } + case 3: { + decode3(val, valn, out, currentPos); + currentPos+=35; + break; + } + case 4: { + decode4(val, valn, out, currentPos); + currentPos+=33; + break; + } + case 5: { + decode5(val, valn, out, currentPos); + currentPos+=32; + break; + } + case 6: { + decode6(val, valn, out, currentPos); + currentPos+=31; + break; + } + case 7: { + decode7(val, valn, out, currentPos); + currentPos+=30; + break; + } + case 8: { + decode8(val, valn, out, currentPos); + currentPos+=29; + break; + } + case 9: { + decode9(val, valn, out, currentPos); + currentPos+=42; + break; + } + case 10: { + decode10(val, valn, out, currentPos); + currentPos+=28; + break; + } + case 11: { + decode11(val, valn, out, currentPos); + currentPos+=23; + break; + } + case 12: { + decode12(val, valn, out, currentPos); + currentPos+=21; + break; + } + case 13: { + decode13(val, valn, out, currentPos); + currentPos+=19; + break; + } + case 14: { + decode14(val, valn, out, currentPos); + currentPos+=18; + break; + } + case 15: { + decode15(val, valn, out, currentPos); + currentPos+=17; + break; + } + case 16: { + decode16(val, valn, out, currentPos); + currentPos+=16; + break; + } + case 17: { + decode17(val, valn, out, currentPos); + currentPos+=15; + break; + } + case 18: { + decode18(val, valn, out, currentPos); + currentPos+=37; + break; + } + case 19: { + decode19(val, valn, out, currentPos); + currentPos+=23; + break; + } + case 20: { + decode20(val, valn, out, currentPos); + currentPos+=18; + break; + } + case 21: { + decode21(val, valn, out, currentPos); + currentPos+=16; + break; + } + case 22: { + decode22(val, valn, out, currentPos); + currentPos+=14; + break; + } + case 23: { + decode23(val, valn, out, currentPos); + currentPos+=13; + break; + } + case 24: { + decode24(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 25: { + decode25(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 26: { + decode26(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 27: { + decode27(val, valn, out, currentPos); + currentPos+=35; + break; + } + case 28: { + decode28(val, valn, out, currentPos); + currentPos+=21; + break; + } + case 29: { + decode29(val, valn, out, currentPos); + currentPos+=16; + break; + } + + case 30: { + decode30(val, valn, out, currentPos); + currentPos+=14; + break; + } + case 31: { + decode31(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 32: { + decode32(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 33: { + decode33(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 34: { + decode34(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 35: { + decode35(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 36: { + decode36(val, valn, out, currentPos); + currentPos+=33; + break; + } + case 37: { + decode37(val, valn, out, currentPos); + currentPos+=19; + break; + } + case 38: { + decode38(val, valn, out, currentPos); + currentPos+=14; + break; + } + case 39: { + decode39(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 40: { + decode40(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 41: { + decode41(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 42: { + decode42(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 43: { + decode43(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 44: { + decode44(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 45: { + decode45(val, valn, out, currentPos); + currentPos+=32; + break; + } + case 46: { + decode46(val, valn, out, currentPos); + currentPos+=18; + break; + } + case 47: { + decode47(val, valn, out, currentPos); + currentPos+=13; + break; + } + case 48: { + decode48(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 49: { + decode49(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 50: { + decode50(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 51: { + decode51(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 52: { + decode52(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 53: { + decode53(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 54: { + decode54(val, valn, out, currentPos); + currentPos+=31; + break; + } + case 55: { + decode55(val, valn, out, currentPos); + currentPos+=17; + break; + } + case 56: { + decode56(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 57: { + decode57(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 58: { + decode58(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 59: { + decode59(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 60: { + decode60(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 61: { + decode61(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 62: { + decode62(val, valn, out, currentPos); + currentPos+=4; + break; + } + case 63: { + decode63(val, valn, out, currentPos); + currentPos+=30; + break; + } + case 64: { + decode64(val, valn, out, currentPos); + currentPos+=16; + break; + } + case 65: { + decode65(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 66: { + decode66(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 67: { + decode67(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 68: { + decode68(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 69: { + decode69(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 70: { + decode70(val, valn, out, currentPos); + currentPos+=4; + break; + } + case 71: { + decode71(val, valn, out, currentPos); + currentPos+=3; + break; + } + case 72: { + decode72(val, valn, out, currentPos); + currentPos+=29; + break; + } + case 73: { + decode73(val, valn, out, currentPos); + currentPos+=15; + break; + } + case 74: { + decode74(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 75: { + decode75(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 76: { + decode76(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 77: { + decode77(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 78: { + decode78(val, valn, out, currentPos); + currentPos+=4; + break; + } + case 79: { + decode79(val, valn, out, currentPos); + currentPos+=3; + break; + } + case 80: { + decode80(val, valn, out, currentPos); + currentPos+=2; + break; + } + default: + throw new RuntimeException("Wrong code: " + header); + }// end switch + } // end while + + while (currentPos < finalout) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + final int howmany = finalout - currentPos < 28 ? finalout - currentPos : 28; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (k + 4)) >>> 31; + } + break; + } + case 1: { // number : 14, bitwidth : 2 + final int howmany = finalout - currentPos < 14 ? finalout - currentPos : 14; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (2 * k + 4)) >>> 30; + } + break; + } + case 2: { // number : 9, bitwidth : 3 + final int howmany = finalout - currentPos < 9 ? finalout - currentPos : 9; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (3 * k + 5)) >>> 29; + } + break; + } + case 3: { // number : 7, bitwidth : 4 + final int howmany = finalout - currentPos < 7 ? finalout - currentPos : 7; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (4 * k + 4)) >>> 28; + } + break; + } + case 4: { // number : 5, bitwidth : 5 + final int howmany = finalout - currentPos < 5 ? finalout - currentPos : 5; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (5 * k + 7)) >>> 27; + } + break; + } + case 5: { // number : 4, bitwidth : 7 + final int howmany = finalout - currentPos < 4 ? finalout - currentPos : 4; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (7 * k + 4)) >>> 25; + } + break; + } + case 6: { // number : 3, bitwidth : 9 + final int howmany = finalout - currentPos < 3 ? finalout - currentPos : 3; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (9 * k + 5)) >>> 23; + } + break; + } + case 7: { // number : 2, bitwidth : 14 + final int howmany = finalout - currentPos < 2 ? finalout - currentPos : 2; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (14 * k + 4)) >>> 18; + } + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen"); + } + } + } + + outpos.set(finalout); + inpos.set(tmpinpos); + } + + + + private void decode80(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode79(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number :2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode78(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 27); + // number : 3, bitwidth :9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode77(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode76(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 25); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode75(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode74(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 27); + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode73(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode72(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode71(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode70(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode69(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 27); + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode68(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode67(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 25); + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode66(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode65(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 27); + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode64(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode63(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode62(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode61(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode60(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 27); + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode59(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode58(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 25); + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode57(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode56(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 27); + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode55(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode54(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode53(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode52(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode51(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 27); + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode50(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode49(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 25); + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode48(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode47(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 27); + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode46(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode45(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode44(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode43(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode42(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 27); + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode41(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode40(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 25); + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode39(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode38(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 27); + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode37(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode36(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode35(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode34(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode33(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 1) >>> 28; + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode32(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode31(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 3) >>> 28; + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode30(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode29(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 1) >>> 28; + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode28(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode27(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode26(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode25(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode24(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 2) >>> 29; + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode23(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode22(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 4) >>> 29; + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode21(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode20(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 2) >>> 29; + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode19(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode18(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode17(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode16(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode15(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 1) >>> 30; + out[currentPos++] = (valn << 3) >>> 30; + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode14(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode13(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 3) >>> 30; + out[currentPos++] = (valn << 5) >>> 30; + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + + } + + private void decode12(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + + } + + private void decode11(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 1) >>> 30; + out[currentPos++] = (valn << 3) >>> 30; + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + + } + + private void decode10(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode9(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode8(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode7(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode6(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + out[currentPos++] = (valn << 4) >>> 31; + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode5(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode4(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = (valn << 3) >>> 31;// 头部3bit + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode3(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode2(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = (valn << 1) >>> 31;// 头部1bit + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + out[currentPos++] = (valn << 4) >>> 31; + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode1(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31;// 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode0(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + + private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; + + private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } +} \ No newline at end of file diff --git a/src/main/java/me/lemire/integercompression/S16.java b/src/main/java/me/lemire/integercompression/S16.java index 4b3b577..08ffbc4 100644 --- a/src/main/java/me/lemire/integercompression/S16.java +++ b/src/main/java/me/lemire/integercompression/S16.java @@ -15,198 +15,191 @@ */ public final class S16 { - /** - * Compress an integer array using Simple16 - * - * - * @param in - * array to compress - * @param currentPos - * where to start reading - * @param inlength - * how many integers to read - * @param out output array - * @param tmpoutpos location in the output array - * @return the number of 32-bit words written (in compressed form) - */ - public static int compress(final int[] in, int currentPos, - int inlength, final int out[], final int tmpoutpos) { - int outpos = tmpoutpos; - final int finalin = currentPos + inlength; - while (currentPos < finalin) { - int inoffset = compressblock(out, outpos++, in, - currentPos, inlength); - if (inoffset == -1) - throw new RuntimeException("Too big a number"); - currentPos += inoffset; - inlength -= inoffset; - } - return outpos - tmpoutpos; - } - - /** - * Estimate size of the compressed output. - * - * @param in - * array to compress - * @param currentPos - * where to start reading - * @param inlength - * how many integers to read - * @return estimated size of the output (in 32-bit integers) - */ - public static int estimatecompress(final int[] in, int currentPos, - int inlength) { - final int finalin = currentPos + inlength; - int counter = 0; - while (currentPos < finalin) { - int inoffset = fakecompressblock(in, currentPos, - inlength); - if (inoffset == -1) - throw new RuntimeException("Too big a number"); - currentPos += inoffset; - inlength -= inoffset; - ++counter; - } - return counter; - } - - /** - * Compress an integer array using Simple16 - * - * @param out - * the compressed output - * @param outOffset - * the offset of the output in the number of integers - * @param in - * the integer input array - * @param inOffset - * the offset of the input in the number of integers - * @param n - * the number of elements to be compressed - * @return the size of the outputs in 32-bit integers - * - */ - public static final int compressblock(int[] out, int outOffset, - int[] in, int inOffset, int n) { - int numIdx, j, num, bits; - for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { - out[outOffset] = numIdx << S16_BITSSIZE; - num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; - - for (j = 0, bits = 0; (j < num) - && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { - out[outOffset] |= (in[inOffset + j] << bits); - bits += S16_BITS[numIdx][j]; - j++; - } - - if (j == num) { - return num; - } - } - - return -1; - } - - private static final int fakecompressblock(int[] in, int inOffset, int n) { - int numIdx, j, num; - for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { - num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; - - for (j = 0; (j < num) - && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { - j++; - } - - if (j == num) { - return num; - } - } - - return -1; - } - - /** - * Decompress an integer array using Simple16 - * - * @param out - * the decompressed output - * @param outOffset - * the offset of the output in the number of integers - * @param in - * the compressed input array - * @param inOffset - * the offset of the input in the number of integers - * @param n - * the number of elements to be compressed - * @return the number of processed integers - */ - public static final int decompressblock(int[] out, int outOffset, - int[] in, int inOffset, int n) { - int numIdx, j = 0, bits = 0; - numIdx = in[inOffset] >>> S16_BITSSIZE; - int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; - for (j = 0, bits = 0; j < num; j++) { - out[outOffset + j] = (in[inOffset] >>> bits) - & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); - bits += S16_BITS[numIdx][j]; - } - return num; - } - - /** - * Uncompressed data from an input array into an output array - * - * @param in input array (in compressed form) - * @param tmpinpos starting location in the compressed input array - * @param inlength how much data we wish the read (in 32-bit words) - * @param out output array (in decompressed form) - * @param currentPos current position in the output array - * @param outlength available data in the output array - */ - public static void uncompress(final int[] in, int tmpinpos, - final int inlength, final int[] out, int currentPos, - int outlength) { - final int finalpos = tmpinpos + inlength; - while (tmpinpos < finalpos) { - final int howmany = decompressblock(out, currentPos, - in, tmpinpos, outlength); - outlength -= howmany; - currentPos += howmany; - tmpinpos += 1; - } - - } - - private static int[][] shiftme(int[][] x) { - int[][] answer = new int[x.length][]; - for (int k = 0; k < x.length; ++k) { - answer[k] = new int[x[k].length]; - for (int z = 0; z < answer[k].length; ++z) - answer[k][z] = 1 << x[k][z]; - } - return answer; - } - - private static final int S16_NUMSIZE = 16; - private static final int S16_BITSSIZE = 28; - // the possible number of bits used to represent one integer - private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, - 6, 5, 5, 4, 3, 2, 1 }; - // the corresponding number of elements for each value of the number of - // bits - private static final int[][] S16_BITS = { - { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, - 1, 1, 1, 1, 1, 1, 1, 1 }, - { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, - { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, - { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, - { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, - { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, - { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, - { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, - { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; - private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); + /** + * Compress an integer array using Simple16 + * + * + * @param in + * array to compress + * @param currentPos + * where to start reading + * @param inlength + * how many integers to read + * @param out + * output array + * @param tmpoutpos + * location in the output array + * @return the number of 32-bit words written (in compressed form) + */ + public static int compress(final int[] in, int currentPos, int inlength, final int out[], final int tmpoutpos) { + int outpos = tmpoutpos; + final int finalin = currentPos + inlength; + while (currentPos < finalin) { + int inoffset = compressblock(out, outpos++, in, currentPos, inlength); + if (inoffset == -1) + throw new RuntimeException("Too big a number"); + currentPos += inoffset; + inlength -= inoffset; + } + return outpos - tmpoutpos; + } + + /** + * Estimate size of the compressed output. + * + * @param in + * array to compress + * @param currentPos + * where to start reading + * @param inlength + * how many integers to read + * @return estimated size of the output (in 32-bit integers) + */ + public static int estimatecompress(final int[] in, int currentPos, int inlength) { + final int finalin = currentPos + inlength; + int counter = 0; + while (currentPos < finalin) { + int inoffset = fakecompressblock(in, currentPos, inlength); + if (inoffset == -1) + throw new RuntimeException("Too big a number"); + currentPos += inoffset; + inlength -= inoffset; + ++counter; + } + return counter; + } + + /** + * Compress an integer array using Simple16 + * + * @param out + * the compressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the integer input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the size of the outputs in 32-bit integers + * + */ + public static final int compressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { + int numIdx, j, num, bits; + for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { + out[outOffset] = numIdx << S16_BITSSIZE; + num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; + + for (j = 0, bits = 0; (j < num) && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { + out[outOffset] |= (in[inOffset + j] << bits); + bits += S16_BITS[numIdx][j]; + j++; + } + + if (j == num) { + return num; + } + } + + return -1; + } + + private static final int fakecompressblock(int[] in, int inOffset, int n) { + int numIdx, j, num; + for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { + num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; + + for (j = 0; (j < num) && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { + j++; + } + + if (j == num) { + return num; + } + } + + return -1; + } + + /** + * Decompress an integer array using Simple16 + * + * @param out + * the decompressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the compressed input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the number of processed integers + */ + public static final int decompressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { + int numIdx, j = 0, bits = 0; + numIdx = in[inOffset] >>> S16_BITSSIZE; + int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; + for (j = 0, bits = 0; j < num; j++) { + out[outOffset + j] = (in[inOffset] >>> bits) & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); + bits += S16_BITS[numIdx][j]; + } + return num; + } + + /** + * Uncompressed data from an input array into an output array + * + * @param in + * input array (in compressed form) + * @param tmpinpos + * starting location in the compressed input array + * @param inlength + * how much data we wish the read (in 32-bit words) + * @param out + * output array (in decompressed form) + * @param currentPos + * current position in the output array + * @param outlength + * available data in the output array + */ + public static void uncompress(final int[] in, int tmpinpos, final int inlength, final int[] out, int currentPos, + int outlength) { + final int finalpos = tmpinpos + inlength; + while (tmpinpos < finalpos) { + final int howmany = decompressblock(out, currentPos, in, tmpinpos, outlength); + outlength -= howmany; + currentPos += howmany; + tmpinpos += 1; + } + + } + + private static int[][] shiftme(int[][] x) { + int[][] answer = new int[x.length][]; + for (int k = 0; k < x.length; ++k) { + answer[k] = new int[x[k].length]; + for (int z = 0; z < answer[k].length; ++z) + answer[k][z] = 1 << x[k][z]; + } + return answer; + } + + private static final int S16_NUMSIZE = 16; + private static final int S16_BITSSIZE = 28; + // the possible number of bits used to represent one integer + private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, 6, 5, 5, 4, 3, 2, 1 }; + // the corresponding number of elements for each value of the number of + // bits + private static final int[][] S16_BITS = { + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, + { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, + { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, + { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, + { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; + private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); } diff --git a/src/main/java/me/lemire/integercompression/S9.java b/src/main/java/me/lemire/integercompression/S9.java index a14b1fb..2180e5a 100644 --- a/src/main/java/me/lemire/integercompression/S9.java +++ b/src/main/java/me/lemire/integercompression/S9.java @@ -11,202 +11,193 @@ *

    * Adapted by D. Lemire from the Apache Lucene project. *

    + * * @author Daniel Lemire */ public final class S9 { - /** - * Estimate size of the compressed output. - * - * @param in - * array to compress - * @param currentPos - * where to start reading - * @param inlength - * how many integers to read - * @return estimated size of the output (in 32-bit integers) - */ - public static int estimatecompress(int[] in, int currentPos, - int inlength) { - int tmpoutpos = 0; - int finalpos = currentPos + inlength; - outer: while (currentPos < finalpos) { - mainloop: for (int selector = 0; selector < 8; selector++) { - int compressedNum = codeNum[selector]; - if (finalpos <= currentPos + compressedNum - 1) - compressedNum = finalpos - currentPos; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) - if (max <= in[currentPos + i]) - continue mainloop; - currentPos += compressedNum; - ++tmpoutpos; - continue outer; - } - final int selector = 8; - if (in[currentPos] >= 1 << bitLength[selector]) - throw new RuntimeException("Too big a number"); - tmpoutpos++; - currentPos++; - } - return tmpoutpos; - } + /** + * Estimate size of the compressed output. + * + * @param in + * array to compress + * @param currentPos + * where to start reading + * @param inlength + * how many integers to read + * @return estimated size of the output (in 32-bit integers) + */ + public static int estimatecompress(int[] in, int currentPos, int inlength) { + int tmpoutpos = 0; + int finalpos = currentPos + inlength; + outer: while (currentPos < finalpos) { + mainloop: for (int selector = 0; selector < 8; selector++) { - /** - * Compress an integer array using Simple9 - * - * - * @param in - * array to compress - * @param currentPos - * where to start reading - * @param inlength - * how many integers to read - * @param out output array - * @param tmpoutpos location in the output array - * @return the number of 32-bit words written (in compressed form) - */ - public static int compress(int[] in, int currentPos, int inlength, - int out[], int tmpoutpos) { - int origtmpoutpos = tmpoutpos; - int finalpos = currentPos + inlength; - outer: while (currentPos < finalpos) { - mainloop: for (int selector = 0; selector < 8; selector++) { - int res = 0; - int compressedNum = codeNum[selector]; - if (finalpos <= currentPos + compressedNum - 1) - compressedNum = finalpos - currentPos; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (max <= in[currentPos + i]) - continue mainloop; - res = (res << b) + in[currentPos + i]; - } - if (compressedNum != codeNum[selector]) - res <<= (codeNum[selector] - compressedNum) - * b; - res |= selector << 28; - out[tmpoutpos++] = res; - currentPos += compressedNum; - continue outer; - } - final int selector = 8; - if (in[currentPos] >= 1 << bitLength[selector]) - throw new RuntimeException("Too big a number"); - out[tmpoutpos++] = in[currentPos++] | (selector << 28); - } - return tmpoutpos - origtmpoutpos; - } + int compressedNum = codeNum[selector]; + if (finalpos <= currentPos + compressedNum - 1) + compressedNum = finalpos - currentPos; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) + if (Util.smallerorequalthan(max , in[currentPos + i])) + continue mainloop; + currentPos += compressedNum; + ++tmpoutpos; + continue outer; + } + final int selector = 8; + if (in[currentPos] >= 1 << bitLength[selector]) + throw new RuntimeException("Too big a number"); + tmpoutpos++; + currentPos++; - /** - * Uncompressed data from an input array into an output array - * - * @param in input array (in compressed form) - * @param tmpinpos starting location in the compressed input array - * @param inlength how much data we wish the read (in 32-bit words) - * @param out output array (in decompressed form) - * @param currentPos current position in the output array - * @param outlength available data in the output array - */ - public static void uncompress(int[] in, int tmpinpos, int inlength, - int[] out, int currentPos, int outlength) { - int finallength = currentPos + outlength; + } + return tmpoutpos; + } - while (currentPos < finallength) { - int val = in[tmpinpos++]; - int header = val >>> 28; - switch (header) { - case 0: { // number : 28, bitwidth : 1 - final int howmany = finallength - currentPos < 28 ? finallength - - currentPos - : 28; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (k + 4)) >>> 31; - } - break; - } - case 1: { // number : 14, bitwidth : 2 - final int howmany = finallength - currentPos < 14 ? finallength - - currentPos - : 14; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (2 * k + 4)) >>> 30; - } - break; - } - case 2: { // number : 9, bitwidth : 3 - final int howmany = finallength - currentPos < 9 ? finallength - - currentPos - : 9; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (3 * k + 5)) >>> 29; - } - break; - } - case 3: { // number : 7, bitwidth : 4 - final int howmany = finallength - currentPos < 7 ? finallength - - currentPos - : 7; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (4 * k + 4)) >>> 28; - } - break; - } - case 4: { // number : 5, bitwidth : 5 - final int howmany = finallength - currentPos < 5 ? finallength - - currentPos - : 5; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (5 * k + 7)) >>> 27; - } - break; - } - case 5: { // number : 4, bitwidth : 7 - final int howmany = finallength - currentPos < 4 ? finallength - - currentPos - : 4; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (7 * k + 4)) >>> 25; - } - break; - } - case 6: { // number : 3, bitwidth : 9 - final int howmany = finallength - currentPos < 3 ? finallength - - currentPos - : 3; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (9 * k + 5)) >>> 23; - } - break; - } - case 7: { // number : 2, bitwidth : 14 - final int howmany = finallength - currentPos < 2 ? finallength - - currentPos - : 2; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (14 * k + 4)) >>> 18; - } - break; - } - case 8: { // number : 1, bitwidth : 28 - out[currentPos++] = (val << 4) >>> 4; - break; - } - default: { - throw new RuntimeException("shouldn't happen"); - } - } - } + /** + * Compress an integer array using Simple9 + * + * + * @param in + * array to compress + * @param currentPos + * where to start reading + * @param inlength + * how many integers to read + * @param out + * output array + * @param tmpoutpos + * location in the output array + * @return the number of 32-bit words written (in compressed form) + */ + public static int compress(int[] in, int currentPos, int inlength, int out[], int tmpoutpos) { + int origtmpoutpos = tmpoutpos; + int finalpos = currentPos + inlength; + outer: while (currentPos < finalpos) { + mainloop: for (int selector = 0; selector < 8; selector++) { + int res = 0; + int compressedNum = codeNum[selector]; + if (finalpos <= currentPos + compressedNum - 1) + compressedNum = finalpos - currentPos; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[currentPos + i])) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } + if (compressedNum != codeNum[selector]) + res <<= (codeNum[selector] - compressedNum) * b; + res |= selector << 28; + out[tmpoutpos++] = res; + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + if (in[currentPos] >= 1 << bitLength[selector]) + throw new RuntimeException("Too big a number"); + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + return tmpoutpos - origtmpoutpos; + } - } + /** + * Uncompressed data from an input array into an output array + * + * @param in + * input array (in compressed form) + * @param tmpinpos + * starting location in the compressed input array + * @param inlength + * how much data we wish the read (in 32-bit words) + * @param out + * output array (in decompressed form) + * @param currentPos + * current position in the output array + * @param outlength + * available data in the output array + */ + public static void uncompress(int[] in, int tmpinpos, int inlength, int[] out, int currentPos, int outlength) { + int finallength = currentPos + outlength; - private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; + while (currentPos < finallength) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + final int howmany = finallength - currentPos < 28 ? finallength - currentPos : 28; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (k + 4)) >>> 31; + } + break; + } + case 1: { // number : 14, bitwidth : 2 + final int howmany = finallength - currentPos < 14 ? finallength - currentPos : 14; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (2 * k + 4)) >>> 30; + } + break; + } + case 2: { // number : 9, bitwidth : 3 + final int howmany = finallength - currentPos < 9 ? finallength - currentPos : 9; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (3 * k + 5)) >>> 29; + } + break; + } + case 3: { // number : 7, bitwidth : 4 + final int howmany = finallength - currentPos < 7 ? finallength - currentPos : 7; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (4 * k + 4)) >>> 28; + } + break; + } + case 4: { // number : 5, bitwidth : 5 + final int howmany = finallength - currentPos < 5 ? finallength - currentPos : 5; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (5 * k + 7)) >>> 27; + } + break; + } + case 5: { // number : 4, bitwidth : 7 + final int howmany = finallength - currentPos < 4 ? finallength - currentPos : 4; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (7 * k + 4)) >>> 25; + } + break; + } + case 6: { // number : 3, bitwidth : 9 + final int howmany = finallength - currentPos < 3 ? finallength - currentPos : 3; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (9 * k + 5)) >>> 23; + } + break; + } + case 7: { // number : 2, bitwidth : 14 + final int howmany = finallength - currentPos < 2 ? finallength - currentPos : 2; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (14 * k + 4)) >>> 18; + } + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen"); + } + } + } - private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; + } + + private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; + + private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; } diff --git a/src/main/java/me/lemire/integercompression/Simple16.java b/src/main/java/me/lemire/integercompression/Simple16.java index 9562c3a..e0f9d5a 100644 --- a/src/main/java/me/lemire/integercompression/Simple16.java +++ b/src/main/java/me/lemire/integercompression/Simple16.java @@ -1,8 +1,5 @@ package me.lemire.integercompression; - - - /** * This is an implementation of the popular Simple16 scheme. It is limited to * 28-bit integers (between 0 and 2^28-1). @@ -14,190 +11,175 @@ * Adapted by D. Lemire from the Apache Lucene project. *

    */ -public final class Simple16 implements IntegerCODEC,SkippableIntegerCODEC { - - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], - IntWrapper outpos) { - int i_inpos = inpos.get(); - int i_outpos = outpos.get(); - final int finalin = i_inpos + inlength; - while (i_inpos < finalin) { - int inoffset = compressblock(out, i_outpos++, in, i_inpos, inlength); - if (inoffset == -1) - throw new RuntimeException("Too big a number"); - i_inpos += inoffset; - inlength -= inoffset; - } - inpos.set(i_inpos); - outpos.set(i_outpos); - } - - /** - * Compress an integer array using Simple16 - * - * @param out - * the compressed output - * @param outOffset - * the offset of the output in the number of integers - * @param in - * the integer input array - * @param inOffset - * the offset of the input in the number of integers - * @param n - * the number of elements to be compressed - * @return the number of compressed integers - */ - public static final int compressblock(int[] out, int outOffset, int[] in, - int inOffset, int n) { - int numIdx, j, num, bits; - for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { - out[outOffset] = numIdx << S16_BITSSIZE; - num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; - - for (j = 0, bits = 0; (j < num) - && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { - out[outOffset] |= (in[inOffset + j] << bits); - bits += S16_BITS[numIdx][j]; - j++; - } - - if (j == num) { - return num; - } - } - - return -1; - } - - - /** - * Decompress an integer array using Simple16 - * - * @param out - * the decompressed output - * @param outOffset - * the offset of the output in the number of integers - * @param in - * the compressed input array - * @param inOffset - * the offset of the input in the number of integers - * @param n - * the number of elements to be compressed - * @return the number of processed integers - */ - public static final int decompressblock(int[] out, int outOffset, int[] in, - int inOffset, int n) { - int numIdx, j = 0, bits = 0; - numIdx = in[inOffset] >>> S16_BITSSIZE; - int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; - for (j = 0, bits = 0; j < num; j++) { - out[outOffset + j] = (in[inOffset] >>> bits) - & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); - bits += S16_BITS[numIdx][j]; - } - return num; - } - - - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos,int num) { - int i_inpos = inpos.get(); - int i_outpos = outpos.get(); - while (num > 0) { - final int howmany = decompressblock(out, i_outpos, in, i_inpos, num); - num -= howmany; - i_outpos += howmany; - i_inpos++; - } - inpos.set(i_inpos); - outpos.set(i_outpos); - } - - /** - * Uncompress data from an array to another array. - * - * Both inpos and outpos parameters are modified to indicate new positions - * after read/write. - * - * @param in - * array containing data in compressed form - * @param tmpinpos - * where to start reading in the array - * @param inlength - * length of the compressed data (ignored by some schemes) - * @param out - * array where to write the compressed output - * @param currentPos - * where to write the compressed output in out - * @param outlength - * number of integers we want to decode - */ - public static void uncompress(int[] in, int tmpinpos, int inlength, - int[] out, int currentPos, int outlength) { - final int finalpos = tmpinpos + inlength; - while (tmpinpos < finalpos) { - final int howmany = decompressblock(out, currentPos, in, tmpinpos, - outlength); - outlength -= howmany; - currentPos += howmany; - tmpinpos += 1; - } - - } - - private static int[][] shiftme(int[][] x) { - int[][] answer = new int[x.length][]; - for (int k = 0; k < x.length; ++k) { - answer[k] = new int[x[k].length]; - for (int z = 0; z < answer[k].length; ++z) - answer[k][z] = 1 << x[k][z]; - } - return answer; - } - - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - if (inlength == 0) - return; - out[outpos.get()] = inlength; - outpos.increment(); - headlessCompress(in, inpos, inlength, out, outpos); - } - - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - if (inlength == 0) - return; - final int outlength = in[inpos.get()]; - inpos.increment(); - headlessUncompress(in, inpos, inlength, out, outpos, outlength); - - } - @Override - public String toString() { - return this.getClass().getSimpleName(); - } - - private static final int S16_NUMSIZE = 16; - private static final int S16_BITSSIZE = 28; - // the possible number of bits used to represent one integer - private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, 6, - 5, 5, 4, 3, 2, 1 }; - // the corresponding number of elements for each value of the number of bits - private static final int[][] S16_BITS = { - { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, - 1, 1, 1, 1, 1, 1 }, - { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, - { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, - { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, - { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, - { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, - { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, - { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, - { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; - private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); +public final class Simple16 implements IntegerCODEC, SkippableIntegerCODEC { + + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { + int i_inpos = inpos.get(); + int i_outpos = outpos.get(); + final int finalin = i_inpos + inlength; + while (i_inpos < finalin) { + int inoffset = compressblock(out, i_outpos++, in, i_inpos, inlength); + if (inoffset == -1) + throw new RuntimeException("Too big a number"); + i_inpos += inoffset; + inlength -= inoffset; + } + inpos.set(i_inpos); + outpos.set(i_outpos); + } + + /** + * Compress an integer array using Simple16 + * + * @param out + * the compressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the integer input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the number of compressed integers + */ + public static final int compressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { + int numIdx, j, num, bits; + for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { + out[outOffset] = numIdx << S16_BITSSIZE; + num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; + + for (j = 0, bits = 0; (j < num) && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { + out[outOffset] |= (in[inOffset + j] << bits); + bits += S16_BITS[numIdx][j]; + j++; + } + + if (j == num) { + return num; + } + } + + return -1; + } + + /** + * Decompress an integer array using Simple16 + * + * @param out + * the decompressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the compressed input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the number of processed integers + */ + public static final int decompressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { + int numIdx, j = 0, bits = 0; + numIdx = in[inOffset] >>> S16_BITSSIZE; + int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; + for (j = 0, bits = 0; j < num; j++) { + out[outOffset + j] = (in[inOffset] >>> bits) & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); + bits += S16_BITS[numIdx][j]; + } + return num; + } + + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { + int i_inpos = inpos.get(); + int i_outpos = outpos.get(); + while (num > 0) { + final int howmany = decompressblock(out, i_outpos, in, i_inpos, num); + num -= howmany; + i_outpos += howmany; + i_inpos++; + } + inpos.set(i_inpos); + outpos.set(i_outpos); + } + + /** + * Uncompress data from an array to another array. + * + * Both inpos and outpos parameters are modified to indicate new positions + * after read/write. + * + * @param in + * array containing data in compressed form + * @param tmpinpos + * where to start reading in the array + * @param inlength + * length of the compressed data (ignored by some schemes) + * @param out + * array where to write the compressed output + * @param currentPos + * where to write the compressed output in out + * @param outlength + * number of integers we want to decode + */ + public static void uncompress(int[] in, int tmpinpos, int inlength, int[] out, int currentPos, int outlength) { + final int finalpos = tmpinpos + inlength; + while (tmpinpos < finalpos) { + final int howmany = decompressblock(out, currentPos, in, tmpinpos, outlength); + outlength -= howmany; + currentPos += howmany; + tmpinpos += 1; + } + + } + + private static int[][] shiftme(int[][] x) { + int[][] answer = new int[x.length][]; + for (int k = 0; k < x.length; ++k) { + answer[k] = new int[x[k].length]; + for (int z = 0; z < answer[k].length; ++z) + answer[k][z] = 1 << x[k][z]; + } + return answer; + } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + + } + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } + + private static final int S16_NUMSIZE = 16; + private static final int S16_BITSSIZE = 28; + // the possible number of bits used to represent one integer + private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, 6, 5, 5, 4, 3, 2, 1 }; + // the corresponding number of elements for each value of the number of bits + private static final int[][] S16_BITS = { + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, + { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, + { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, + { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, + { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; + private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); } \ No newline at end of file diff --git a/src/main/java/me/lemire/integercompression/Simple9.java b/src/main/java/me/lemire/integercompression/Simple9.java index 5703b04..032489d 100644 --- a/src/main/java/me/lemire/integercompression/Simple9.java +++ b/src/main/java/me/lemire/integercompression/Simple9.java @@ -7,10 +7,9 @@ package me.lemire.integercompression; - /** - * This is an implementation of the popular Simple9 scheme. - * It is limited to 28-bit integers (between 0 and 2^28-1). + * This is an implementation of the popular Simple9 scheme. It is limited to + * 28-bit integers (between 0 and 2^28-1). * * Note that this does not use differential coding: if you are working on sorted * lists, you must compute the deltas separately. @@ -19,296 +18,282 @@ * */ public final class Simple9 implements IntegerCODEC, SkippableIntegerCODEC { - @Override - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, - int out[], IntWrapper outpos) { - int tmpoutpos = outpos.get(); - int currentPos = inpos.get(); - final int finalin = currentPos + inlength; - outer: while (currentPos < finalin - 28) { - mainloop: for (int selector = 0; selector < 8; selector++) { - int res = 0; - int compressedNum = codeNum[selector]; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (max <= in[currentPos + i]) - continue mainloop; - res = (res << b) + in[currentPos + i]; - } - res |= selector << 28; - out[tmpoutpos++] = res; - currentPos += compressedNum; - continue outer; - } - final int selector = 8; - if (in[currentPos] >= 1 << bitLength[selector]) - throw new RuntimeException("Too big a number"); - out[tmpoutpos++] = in[currentPos++] | (selector << 28); - } - outer: while (currentPos < finalin) { - mainloop: for (int selector = 0; selector < 8; selector++) { - int res = 0; - int compressedNum = codeNum[selector]; - if (finalin <= currentPos + compressedNum - 1) - compressedNum = finalin - currentPos; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (max <= in[currentPos + i]) - continue mainloop; - res = (res << b) + in[currentPos + i]; - } - if (compressedNum != codeNum[selector]) - res <<= (codeNum[selector] - compressedNum) - * b; - res |= selector << 28; - out[tmpoutpos++] = res; - currentPos += compressedNum; - continue outer; - } - final int selector = 8; - if (in[currentPos] >= 1 << bitLength[selector]) - throw new RuntimeException("Too big a number"); - out[tmpoutpos++] = in[currentPos++] | (selector << 28); - } - inpos.set(currentPos); - outpos.set(tmpoutpos); - } + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { + int tmpoutpos = outpos.get(); + int currentPos = inpos.get(); + final int finalin = currentPos + inlength; + outer: while (currentPos < finalin - 28) { + mainloop: for (int selector = 0; selector < 8; selector++) { + + int res = 0; + int compressedNum = codeNum[selector]; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (max <= in[currentPos + i]) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } + res |= selector << 28; + out[tmpoutpos++] = res; + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + if (in[currentPos] >= 1 << bitLength[selector]) + throw new RuntimeException("Too big a number"); + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + outer: while (currentPos < finalin) { + mainloop: for (int selector = 0; selector < 8; selector++) { + int res = 0; + int compressedNum = codeNum[selector]; + if (finalin <= currentPos + compressedNum - 1) + compressedNum = finalin - currentPos; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (max <= in[currentPos + i]) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } + + if (compressedNum != codeNum[selector]) + res <<= (codeNum[selector] - compressedNum) * b; + res |= selector << 28; + out[tmpoutpos++] = res; + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + if (in[currentPos] >= 1 << bitLength[selector]) + throw new RuntimeException("Too big a number"); + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + inpos.set(currentPos); + outpos.set(tmpoutpos); + } + + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, + int outlength) { + int currentPos = outpos.get(); + int tmpinpos = inpos.get(); + final int finalout = currentPos + outlength; + while (currentPos < finalout - 28) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + out[currentPos++] = (val << 4) >>> 31; + out[currentPos++] = (val << 5) >>> 31; + out[currentPos++] = (val << 6) >>> 31; + out[currentPos++] = (val << 7) >>> 31; + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + break; + } + case 1: { // number : 14, bitwidth : 2 + out[currentPos++] = (val << 4) >>> 30; + out[currentPos++] = (val << 6) >>> 30; + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + break; + } + case 2: { // number : 9, bitwidth : 3 + out[currentPos++] = (val << 5) >>> 29; + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + break; + } + case 3: { // number : 7, bitwidth : 4 + out[currentPos++] = (val << 4) >>> 28; + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + break; + } + case 4: { // number : 5, bitwidth : 5 + out[currentPos++] = (val << 7) >>> 27; + out[currentPos++] = (val << 12) >>> 27; + out[currentPos++] = (val << 17) >>> 27; + out[currentPos++] = (val << 22) >>> 27; + out[currentPos++] = (val << 27) >>> 27; + break; + } + case 5: { // number : 4, bitwidth : 7 + out[currentPos++] = (val << 4) >>> 25; + out[currentPos++] = (val << 11) >>> 25; + out[currentPos++] = (val << 18) >>> 25; + out[currentPos++] = (val << 25) >>> 25; + break; + } + case 6: { // number : 3, bitwidth : 9 + out[currentPos++] = (val << 5) >>> 23; + out[currentPos++] = (val << 14) >>> 23; + out[currentPos++] = (val << 23) >>> 23; + break; + } + case 7: { // number : 2, bitwidth : 14 + out[currentPos++] = (val << 4) >>> 18; + out[currentPos++] = (val << 18) >>> 18; + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen: limited to 28-bit integers"); + } + } + } + while (currentPos < finalout) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + final int howmany = finalout - currentPos; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (k + 4)) >>> 31; + } + break; + } + case 1: { // number : 14, bitwidth : 2 + final int howmany = finalout - currentPos < 14 ? finalout - currentPos : 14; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (2 * k + 4)) >>> 30; + } + break; + } + case 2: { // number : 9, bitwidth : 3 + final int howmany = finalout - currentPos < 9 ? finalout - currentPos : 9; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (3 * k + 5)) >>> 29; + } + break; + } + case 3: { // number : 7, bitwidth : 4 + final int howmany = finalout - currentPos < 7 ? finalout - currentPos : 7; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (4 * k + 4)) >>> 28; + } + break; + } + case 4: { // number : 5, bitwidth : 5 + final int howmany = finalout - currentPos < 5 ? finalout - currentPos : 5; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (5 * k + 7)) >>> 27; + } + break; + } + case 5: { // number : 4, bitwidth : 7 + final int howmany = finalout - currentPos < 4 ? finalout - currentPos : 4; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (7 * k + 4)) >>> 25; + } + break; + } + case 6: { // number : 3, bitwidth : 9 + final int howmany = finalout - currentPos < 3 ? finalout - currentPos : 3; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (9 * k + 5)) >>> 23; + } + break; + } + case 7: { // number : 2, bitwidth : 14 + final int howmany = finalout - currentPos < 2 ? finalout - currentPos : 2; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (14 * k + 4)) >>> 18; + } + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen"); + } + } + } + outpos.set(currentPos); + inpos.set(tmpinpos); + + } - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, - int[] out, IntWrapper outpos, int outlength) { - int currentPos = outpos.get(); - int tmpinpos = inpos.get(); - final int finalout = currentPos + outlength; - while (currentPos < finalout - 28) { - int val = in[tmpinpos++]; - int header = val >>> 28; - switch (header) { - case 0: { // number : 28, bitwidth : 1 - out[currentPos++] = (val << 4) >>> 31; - out[currentPos++] = (val << 5) >>> 31; - out[currentPos++] = (val << 6) >>> 31; - out[currentPos++] = (val << 7) >>> 31; - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - break; - } - case 1: { // number : 14, bitwidth : 2 - out[currentPos++] = (val << 4) >>> 30; - out[currentPos++] = (val << 6) >>> 30; - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - break; - } - case 2: { // number : 9, bitwidth : 3 - out[currentPos++] = (val << 5) >>> 29; - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - break; - } - case 3: { // number : 7, bitwidth : 4 - out[currentPos++] = (val << 4) >>> 28; - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - break; - } - case 4: { // number : 5, bitwidth : 5 - out[currentPos++] = (val << 7) >>> 27; - out[currentPos++] = (val << 12) >>> 27; - out[currentPos++] = (val << 17) >>> 27; - out[currentPos++] = (val << 22) >>> 27; - out[currentPos++] = (val << 27) >>> 27; - break; - } - case 5: { // number : 4, bitwidth : 7 - out[currentPos++] = (val << 4) >>> 25; - out[currentPos++] = (val << 11) >>> 25; - out[currentPos++] = (val << 18) >>> 25; - out[currentPos++] = (val << 25) >>> 25; - break; - } - case 6: { // number : 3, bitwidth : 9 - out[currentPos++] = (val << 5) >>> 23; - out[currentPos++] = (val << 14) >>> 23; - out[currentPos++] = (val << 23) >>> 23; - break; - } - case 7: { // number : 2, bitwidth : 14 - out[currentPos++] = (val << 4) >>> 18; - out[currentPos++] = (val << 18) >>> 18; - break; - } - case 8: { // number : 1, bitwidth : 28 - out[currentPos++] = (val << 4) >>> 4; - break; - } - default: { - throw new RuntimeException("shouldn't happen: limited to 28-bit integers"); - } - } - } - while (currentPos < finalout) { - int val = in[tmpinpos++]; - int header = val >>> 28; - switch (header) { - case 0: { // number : 28, bitwidth : 1 - final int howmany = finalout - currentPos; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (k + 4)) >>> 31; - } - break; - } - case 1: { // number : 14, bitwidth : 2 - final int howmany = finalout - currentPos < 14 ? finalout - - currentPos - : 14; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (2 * k + 4)) >>> 30; - } - break; - } - case 2: { // number : 9, bitwidth : 3 - final int howmany = finalout - currentPos < 9 ? finalout - - currentPos - : 9; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (3 * k + 5)) >>> 29; - } - break; - } - case 3: { // number : 7, bitwidth : 4 - final int howmany = finalout - currentPos < 7 ? finalout - - currentPos - : 7; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (4 * k + 4)) >>> 28; - } - break; - } - case 4: { // number : 5, bitwidth : 5 - final int howmany = finalout - currentPos < 5 ? finalout - - currentPos - : 5; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (5 * k + 7)) >>> 27; - } - break; - } - case 5: { // number : 4, bitwidth : 7 - final int howmany = finalout - currentPos < 4 ? finalout - - currentPos - : 4; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (7 * k + 4)) >>> 25; - } - break; - } - case 6: { // number : 3, bitwidth : 9 - final int howmany = finalout - currentPos < 3 ? finalout - - currentPos - : 3; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (9 * k + 5)) >>> 23; - } - break; - } - case 7: { // number : 2, bitwidth : 14 - final int howmany = finalout - currentPos < 2 ? finalout - - currentPos - : 2; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (14 * k + 4)) >>> 18; - } - break; - } - case 8: { // number : 1, bitwidth : 28 - out[currentPos++] = (val << 4) >>> 4; - break; - } - default: { - throw new RuntimeException("shouldn't happen"); - } - } - } - outpos.set(currentPos); - inpos.set(tmpinpos); + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } - } - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - if (inlength == 0) - return; - out[outpos.get()] = inlength; - outpos.increment(); - headlessCompress(in, inpos, inlength, out, outpos); - } + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, - IntWrapper outpos) { - if (inlength == 0) - return; - final int outlength = in[inpos.get()]; - inpos.increment(); - headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } - } - private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; + private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; - private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; + private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; - @Override - public String toString() { - return this.getClass().getSimpleName(); - } + @Override + public String toString() { + return this.getClass().getSimpleName(); + } } diff --git a/src/main/java/me/lemire/integercompression/Util.java b/src/main/java/me/lemire/integercompression/Util.java index 70e46b7..346e3b2 100644 --- a/src/main/java/me/lemire/integercompression/Util.java +++ b/src/main/java/me/lemire/integercompression/Util.java @@ -13,7 +13,15 @@ * */ public final class Util { - /** + + + + // check whether x is small than y as unsigned ints (supported by Java 8 natively); + protected static final boolean smallerorequalthan(int x, int y) { + return (x + Integer.MIN_VALUE) <= (y + Integer.MIN_VALUE); + } + + /** * Compute the maximum of the integer logarithms (ceil(log(x+1)) of a range * of value * diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java index 847a28a..c5fee69 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java @@ -15,6 +15,7 @@ import me.lemire.integercompression.DeltaZigzagVariableByte; import me.lemire.integercompression.FastPFOR; import me.lemire.integercompression.FastPFOR128; +import me.lemire.integercompression.GroupSimple9; import me.lemire.integercompression.IntWrapper; import me.lemire.integercompression.IntegerCODEC; import me.lemire.integercompression.JustCopy; @@ -24,6 +25,7 @@ import me.lemire.integercompression.OptPFD; import me.lemire.integercompression.OptPFDS16; import me.lemire.integercompression.OptPFDS9; +import me.lemire.integercompression.Simple16; import me.lemire.integercompression.Simple9; import me.lemire.integercompression.VariableByte; import me.lemire.integercompression.differential.Delta; @@ -153,7 +155,7 @@ private static void testCodec(PrintWriter csvLog, int sparsity, + data[k][m] + " found " + decompressBuffer[m] - + " at " + m); + + " at " + m + " out of " + outpos.get()); } } } @@ -487,7 +489,6 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { int[][] data = generateTestData(cdg, N, nbr, sparsity); System.out.println("# generating random data... ok."); - testCodec(csvLog, sparsity, new Composition( new FastPFOR128(), new VariableByte()), data, repeat, false); @@ -635,6 +636,14 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { System.out.println(); + testCodec(csvLog, sparsity, new Simple16(), data, + repeat, false); + testCodec(csvLog, sparsity, new Simple16(), data, + repeat, false); + testCodec(csvLog, sparsity, new Simple16(), data, + repeat, true); + System.out.println(); + testCodec(csvLog, sparsity, new Simple9(), data, repeat, false); testCodec(csvLog, sparsity, new Simple9(), data, @@ -643,6 +652,14 @@ private static void test(PrintWriter csvLog, int N, int nbr, int repeat) { repeat, true); System.out.println(); + testCodec(csvLog, sparsity, new GroupSimple9(), data, + repeat, false); + testCodec(csvLog, sparsity, new GroupSimple9(), data, + repeat, false); + testCodec(csvLog, sparsity, new GroupSimple9(), data, + repeat, true); + System.out.println(); + { IntegerCODEC c = new Composition( new XorBinaryPacking(), diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 1fe7255..cbdb60e 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -37,6 +37,7 @@ public class BasicTest { new Composition(new FastPFOR(), new VariableByte()), new Simple9(), new Simple16(), + new GroupSimple9(), new Composition(new XorBinaryPacking(), new VariableByte()), new Composition(new DeltaZigzagBinaryPacking(), new DeltaZigzagVariableByte()) }; @@ -128,6 +129,14 @@ public void varyingLengthTest2() { } catch (ClassNotFoundException e) { e.printStackTrace(); } + try { + // CODEC GroupSimple9 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.GroupSimple9"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } for (int L = 1; L <= 128; L++) { int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L)); From 97ebd37658665f28a1d005d075163316774b5d33 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 13 Sep 2016 17:18:35 -0400 Subject: [PATCH 117/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.8 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index bdd7b57..95eac76 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.8-SNAPSHOT + 0.1.8 jar 1.6 From db9e3e99c785329d6c5bc882111e5cc7cf32b205 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 13 Sep 2016 17:18:42 -0400 Subject: [PATCH 118/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 95eac76..755e696 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.8 + 0.1.9-SNAPSHOT jar 1.6 From 07b1ffefc930c6ead9017ea02772967a3e94a91b Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 14 Sep 2016 09:10:58 -0400 Subject: [PATCH 119/266] Simplifying code somewhat --- .../integercompression/GroupSimple9.java | 829 +++++++----------- 1 file changed, 334 insertions(+), 495 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/GroupSimple9.java b/src/main/java/me/lemire/integercompression/GroupSimple9.java index d109fee..cbd99e0 100644 --- a/src/main/java/me/lemire/integercompression/GroupSimple9.java +++ b/src/main/java/me/lemire/integercompression/GroupSimple9.java @@ -25,32 +25,33 @@ public void compress(int[] in, IntWrapper inpos, int inlength, int out[], IntWra outpos.add(1); final int finalin = currentPos + inlength; while (currentPos < finalin - 28 * 2) { + int nextCurrentPos = currentPos; mainloop1: for (selector1=0; selector1 <= 8; selector1++) { int compressedNum = codeNum[selector1]; - //if (finalin <= currentPos + compressedNum - 1) - // compressedNum = finalin - currentPos; + //if (finalin <= nextCurrentPos + compressedNum - 1) + // compressedNum = finalin - nextCurrentPos; int b = bitLength[selector1]; int max = 1 << b; int i = 0; for (; i < compressedNum; i++) { - if (Util.smallerorequalthan(max, in[currentPos + i])) + if (Util.smallerorequalthan(max, in[nextCurrentPos + i])) continue mainloop1; } - currentPos += compressedNum; + nextCurrentPos += compressedNum; break; } mainloop2: for (selector2 = 0; selector2 <= 8; selector2++) { int compressedNum = codeNum[selector2]; - //if (finalin <= currentPos + compressedNum - 1) - // compressedNum = finalin - currentPos; + //if (finalin <= nextCurrentPos + compressedNum - 1) + // compressedNum = finalin - nextCurrentPos; int b = bitLength[selector2]; int max = 1 << b; int i = 0; for (; i < compressedNum; i++) { - if (Util.smallerorequalthan(max, in[currentPos + i])) + if (Util.smallerorequalthan(max, in[nextCurrentPos + i])) continue mainloop2; } - currentPos += compressedNum; + nextCurrentPos += compressedNum; break; } int code = M[selector1][selector2]; @@ -58,253 +59,253 @@ public void compress(int[] in, IntWrapper inpos, int inlength, int out[], IntWra out[tmpoutpos + 1] = 0; switch (code) { case 0: - encode0(in, inpos, code, out, outpos); + encode0(in, currentPos, code, out, tmpoutpos); break; case 1: - encode1(in, inpos, code, out, outpos); + encode1(in, currentPos, code, out, tmpoutpos); break; case 2: - encode2(in, inpos, code, out, outpos); + encode2(in, currentPos, code, out, tmpoutpos); break; case 3: - encode3(in, inpos, code, out, outpos); + encode3(in, currentPos, code, out, tmpoutpos); break; case 4: - encode4(in, inpos, code, out, outpos); + encode4(in, currentPos, code, out, tmpoutpos); break; case 5: - encode5(in, inpos, code, out, outpos); + encode5(in, currentPos, code, out, tmpoutpos); break; case 6: - encode6(in, inpos, code, out, outpos); + encode6(in, currentPos, code, out, tmpoutpos); break; case 7: - encode7(in, inpos, code, out, outpos); + encode7(in, currentPos, code, out, tmpoutpos); break; case 8: - encode8(in, inpos, code, out, outpos); + encode8(in, currentPos, code, out, tmpoutpos); break; case 9: - encode9(in, inpos, code, out, outpos); + encode9(in, currentPos, code, out, tmpoutpos); break; case 10: - encode10(in, inpos, code, out, outpos); + encode10(in, currentPos, code, out, tmpoutpos); break; case 11: - encode11(in, inpos, code, out, outpos); + encode11(in, currentPos, code, out, tmpoutpos); break; case 12: - encode12(in, inpos, code, out, outpos); + encode12(in, currentPos, code, out, tmpoutpos); break; case 13: - encode13(in, inpos, code, out, outpos); + encode13(in, currentPos, code, out, tmpoutpos); break; case 14: - encode14(in, inpos, code, out, outpos); + encode14(in, currentPos, code, out, tmpoutpos); break; case 15: - encode15(in, inpos, code, out, outpos); + encode15(in, currentPos, code, out, tmpoutpos); break; case 16: - encode16(in, inpos, code, out, outpos); + encode16(in, currentPos, code, out, tmpoutpos); break; case 17: - encode17(in, inpos, code, out, outpos); + encode17(in, currentPos, code, out, tmpoutpos); break; case 18: - encode18(in, inpos, code, out, outpos); + encode18(in, currentPos, code, out, tmpoutpos); break; case 19: - encode19(in, inpos, code, out, outpos); + encode19(in, currentPos, code, out, tmpoutpos); break; case 20: - encode20(in, inpos, code, out, outpos); + encode20(in, currentPos, code, out, tmpoutpos); break; case 21: - encode21(in, inpos, code, out, outpos); + encode21(in, currentPos, code, out, tmpoutpos); break; case 22: - encode22(in, inpos, code, out, outpos); + encode22(in, currentPos, code, out, tmpoutpos); break; case 23: - encode23(in, inpos, code, out, outpos); + encode23(in, currentPos, code, out, tmpoutpos); break; case 24: - encode24(in, inpos, code, out, outpos); + encode24(in, currentPos, code, out, tmpoutpos); break; case 25: - encode25(in, inpos, code, out, outpos); + encode25(in, currentPos, code, out, tmpoutpos); break; case 26: - encode26(in, inpos, code, out, outpos); + encode26(in, currentPos, code, out, tmpoutpos); break; case 27: - encode27(in, inpos, code, out, outpos); + encode27(in, currentPos, code, out, tmpoutpos); break; case 28: - encode28(in, inpos, code, out, outpos); + encode28(in, currentPos, code, out, tmpoutpos); break; case 29: - encode29(in, inpos, code, out, outpos); + encode29(in, currentPos, code, out, tmpoutpos); break; case 30: - encode30(in, inpos, code, out, outpos); + encode30(in, currentPos, code, out, tmpoutpos); break; case 31: - encode31(in, inpos, code, out, outpos); + encode31(in, currentPos, code, out, tmpoutpos); break; case 32: - encode32(in, inpos, code, out, outpos); + encode32(in, currentPos, code, out, tmpoutpos); break; case 33: - encode33(in, inpos, code, out, outpos); + encode33(in, currentPos, code, out, tmpoutpos); break; case 34: - encode34(in, inpos, code, out, outpos); + encode34(in, currentPos, code, out, tmpoutpos); break; case 35: - encode35(in, inpos, code, out, outpos); + encode35(in, currentPos, code, out, tmpoutpos); break; case 36: - encode36(in, inpos, code, out, outpos); + encode36(in, currentPos, code, out, tmpoutpos); break; case 37: - encode37(in, inpos, code, out, outpos); + encode37(in, currentPos, code, out, tmpoutpos); break; case 38: - encode38(in, inpos, code, out, outpos); + encode38(in, currentPos, code, out, tmpoutpos); break; case 39: - encode39(in, inpos, code, out, outpos); + encode39(in, currentPos, code, out, tmpoutpos); break; case 40: - encode40(in, inpos, code, out, outpos); + encode40(in, currentPos, code, out, tmpoutpos); break; case 41: - encode41(in, inpos, code, out, outpos); + encode41(in, currentPos, code, out, tmpoutpos); break; case 42: - encode42(in, inpos, code, out, outpos); + encode42(in, currentPos, code, out, tmpoutpos); break; case 43: - encode43(in, inpos, code, out, outpos); + encode43(in, currentPos, code, out, tmpoutpos); break; case 44: - encode44(in, inpos, code, out, outpos); + encode44(in, currentPos, code, out, tmpoutpos); break; case 45: - encode45(in, inpos, code, out, outpos); + encode45(in, currentPos, code, out, tmpoutpos); break; case 46: - encode46(in, inpos, code, out, outpos); + encode46(in, currentPos, code, out, tmpoutpos); break; case 47: - encode47(in, inpos, code, out, outpos); + encode47(in, currentPos, code, out, tmpoutpos); break; case 48: - encode48(in, inpos, code, out, outpos); + encode48(in, currentPos, code, out, tmpoutpos); break; case 49: - encode49(in, inpos, code, out, outpos); + encode49(in, currentPos, code, out, tmpoutpos); break; case 50: - encode50(in, inpos, code, out, outpos); + encode50(in, currentPos, code, out, tmpoutpos); break; case 51: - encode51(in, inpos, code, out, outpos); + encode51(in, currentPos, code, out, tmpoutpos); break; case 52: - encode52(in, inpos, code, out, outpos); + encode52(in, currentPos, code, out, tmpoutpos); break; case 53: - encode53(in, inpos, code, out, outpos); + encode53(in, currentPos, code, out, tmpoutpos); break; case 54: - encode54(in, inpos, code, out, outpos); + encode54(in, currentPos, code, out, tmpoutpos); break; case 55: - encode55(in, inpos, code, out, outpos); + encode55(in, currentPos, code, out, tmpoutpos); break; case 56: - encode56(in, inpos, code, out, outpos); + encode56(in, currentPos, code, out, tmpoutpos); break; case 57: - encode57(in, inpos, code, out, outpos); + encode57(in, currentPos, code, out, tmpoutpos); break; case 58: - encode58(in, inpos, code, out, outpos); + encode58(in, currentPos, code, out, tmpoutpos); break; case 59: - encode59(in, inpos, code, out, outpos); + encode59(in, currentPos, code, out, tmpoutpos); break; case 60: - encode60(in, inpos, code, out, outpos); + encode60(in, currentPos, code, out, tmpoutpos); break; case 61: - encode61(in, inpos, code, out, outpos); + encode61(in, currentPos, code, out, tmpoutpos); break; case 62: - encode62(in, inpos, code, out, outpos); + encode62(in, currentPos, code, out, tmpoutpos); break; case 63: - encode63(in, inpos, code, out, outpos); + encode63(in, currentPos, code, out, tmpoutpos); break; case 64: - encode64(in, inpos, code, out, outpos); + encode64(in, currentPos, code, out, tmpoutpos); break; case 65: - encode65(in, inpos, code, out, outpos); + encode65(in, currentPos, code, out, tmpoutpos); break; case 66: - encode66(in, inpos, code, out, outpos); + encode66(in, currentPos, code, out, tmpoutpos); break; case 67: - encode67(in, inpos, code, out, outpos); + encode67(in, currentPos, code, out, tmpoutpos); break; case 68: - encode68(in, inpos, code, out, outpos); + encode68(in, currentPos, code, out, tmpoutpos); break; case 69: - encode69(in, inpos, code, out, outpos); + encode69(in, currentPos, code, out, tmpoutpos); break; case 70: - encode70(in, inpos, code, out, outpos); + encode70(in, currentPos, code, out, tmpoutpos); break; case 71: - encode71(in, inpos, code, out, outpos); + encode71(in, currentPos, code, out, tmpoutpos); break; case 72: - encode72(in, inpos, code, out, outpos); + encode72(in, currentPos, code, out, tmpoutpos); break; case 73: - encode73(in, inpos, code, out, outpos); + encode73(in, currentPos, code, out, tmpoutpos); break; case 74: - encode74(in, inpos, code, out, outpos); + encode74(in, currentPos, code, out, tmpoutpos); break; case 75: - encode75(in, inpos, code, out, outpos); + encode75(in, currentPos, code, out, tmpoutpos); break; case 76: - encode76(in, inpos, code, out, outpos); + encode76(in, currentPos, code, out, tmpoutpos); break; case 77: - encode77(in, inpos, code, out, outpos); + encode77(in, currentPos, code, out, tmpoutpos); break; case 78: - encode78(in, inpos, code, out, outpos); + encode78(in, currentPos, code, out, tmpoutpos); break; case 79: - encode79(in, inpos, code, out, outpos); + encode79(in, currentPos, code, out, tmpoutpos); break; case 80: - encode80(in, inpos, code, out, outpos); + encode80(in, currentPos, code, out, tmpoutpos); break; default: throw new RuntimeException("unsupported code"); }// end switch - inpos.set(currentPos); tmpoutpos += 2; + currentPos = nextCurrentPos; } outer: while (currentPos < finalin) { @@ -337,10 +338,8 @@ public void compress(int[] in, IntWrapper inpos, int inlength, int out[], IntWra outpos.set(tmpoutpos); } - private void encode0(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode0(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 24; i++) out[outf + 0] = (out[outf + 0] << 1) + (in[inf + i]); for (int i = 0; i < 4; i++) @@ -348,13 +347,11 @@ private void encode0(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 28; i++) out[outf + 1] = (out[outf + 1] << 1) + in[inf + 28 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode1(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode1(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 24; i++) out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; for (int i = 0; i < 4; i++) @@ -362,13 +359,11 @@ private void encode1(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 14; i++) out[outf + 1] = (out[outf + 1] << 2) + in[inf + 28 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode2(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode2(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 24; i++) out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; for (int i = 0; i < 4; i++) @@ -376,13 +371,11 @@ private void encode2(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 9; i++) out[outf + 1] = (out[outf + 1] << 3) + in[inf + 28 + i];// 第二个28位是低位存储的，所以浪费的1比特在最顶端。 out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode3(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode3(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 24; i++) out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; for (int i = 0; i < 4; i++) @@ -390,13 +383,11 @@ private void encode3(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 7; i++) out[outf + 1] = (out[outf + 1] << 4) + in[inf + 28 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode4(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode4(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 24; i++) out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; for (int i = 0; i < 4; i++) @@ -404,13 +395,11 @@ private void encode4(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 5; i++) out[outf + 1] = (out[outf + 1] << 5) + in[inf + 28 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode5(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode5(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 24; i++) out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; for (int i = 0; i < 4; i++) @@ -418,13 +407,11 @@ private void encode5(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 4; i++) out[outf + 1] = (out[outf + 1] << 7) + in[inf + 28 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode6(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode6(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 24; i++) out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; for (int i = 0; i < 4; i++) @@ -432,13 +419,11 @@ private void encode6(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 3; i++) out[outf + 1] = (out[outf + 1] << 9) + in[inf + 28 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode7(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode7(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 24; i++) out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; for (int i = 0; i < 4; i++) @@ -446,13 +431,11 @@ private void encode7(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 2; i++) out[outf + 1] = (out[outf + 1] << 14) + in[inf + 28 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode8(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode8(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 24; i++) out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; for (int i = 0; i < 4; i++) @@ -460,13 +443,11 @@ private void encode8(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 1; i++) out[outf + 1] = (out[outf + 1] << 28) + in[inf + 28 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode9(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode9(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 12; i++) out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; for (int i = 0; i < 2; i++) @@ -475,13 +456,11 @@ private void encode9(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 1) + in[inf + 14 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode10(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode10(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 12; i++) { out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; @@ -492,13 +471,11 @@ private void encode10(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 2) + in[inf + 14 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode11(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode11(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 12; i++) out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; for (int i = 0; i < 2; i++) @@ -507,13 +484,11 @@ private void encode11(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 3) + in[inf + 14 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode12(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode12(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 12; i++) out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; for (int i = 0; i < 2; i++) @@ -522,13 +497,11 @@ private void encode12(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 4) + in[inf + 14 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode13(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode13(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 12; i++) out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; for (int i = 0; i < 2; i++) @@ -537,13 +510,11 @@ private void encode13(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 5) + in[inf + 14 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode14(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode14(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 12; i++) out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; for (int i = 0; i < 2; i++) @@ -552,13 +523,11 @@ private void encode14(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 7) + in[inf + 14 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode15(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode15(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 12; i++) out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; for (int i = 0; i < 2; i++) @@ -567,13 +536,11 @@ private void encode15(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 9) + in[inf + 14 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode16(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode16(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 12; i++) out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; for (int i = 0; i < 2; i++) @@ -582,13 +549,11 @@ private void encode16(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 14) + in[inf + 14 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode17(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode17(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 12; i++) out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; for (int i = 0; i < 2; i++) @@ -597,13 +562,11 @@ private void encode17(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 28) + in[inf + 14 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode18(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode18(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 8; i++) out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -612,13 +575,11 @@ private void encode18(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 1) + in[inf + 9 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode19(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode19(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 8; i++) out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -627,13 +588,11 @@ private void encode19(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 2) + in[inf + 9 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode20(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode20(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 8; i++) out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -642,13 +601,11 @@ private void encode20(final int[] in, final IntWrapper inOffset, final int code, out[outf + 1] = (out[outf + 1] << 3) + in[inf + 9 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode21(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode21(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 8; i++) out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -656,13 +613,11 @@ private void encode21(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 7; i++) out[outf + 1] = (out[outf + 1] << 4) + in[inf + 9 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode22(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode22(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 8; i++) out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -670,13 +625,11 @@ private void encode22(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 5; i++) out[outf + 1] = (out[outf + 1] << 5) + in[inf + 9 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode23(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode23(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 8; i++) out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -684,13 +637,11 @@ private void encode23(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 4; i++) out[outf + 1] = (out[outf + 1] << 7) + in[inf + 9 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode24(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode24(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 8; i++) out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -698,13 +649,11 @@ private void encode24(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 3; i++) out[outf + 1] = (out[outf + 1] << 9) + in[inf + 9 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode25(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode25(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 8; i++) out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -712,13 +661,11 @@ private void encode25(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 2; i++) out[outf + 1] = (out[outf + 1] << 14) + in[inf + 9 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode26(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode26(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 8; i++) out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -726,13 +673,11 @@ private void encode26(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 1; i++) out[outf + 1] = (out[outf + 1] << 28) + in[inf + 9 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode27(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode27(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 6; i++) out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -740,13 +685,11 @@ private void encode27(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 28; i++) out[outf + 1] = (out[outf + 1] << 1) + in[inf + 7 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode28(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode28(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 6; i++) out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -754,13 +697,11 @@ private void encode28(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 14; i++) out[outf + 1] = (out[outf + 1] << 2) + in[inf + 7 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode29(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode29(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 6; i++) out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -768,13 +709,11 @@ private void encode29(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 9; i++) out[outf + 1] = (out[outf + 1] << 3) + in[inf + 7 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode30(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode30(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 6; i++) out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -782,13 +721,11 @@ private void encode30(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 7; i++) out[outf + 1] = (out[outf + 1] << 4) + in[inf + 7 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode31(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode31(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 6; i++) out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -796,13 +733,11 @@ private void encode31(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 5; i++) out[outf + 1] = (out[outf + 1] << 5) + in[inf + 7 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode32(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode32(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 6; i++) out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -810,13 +745,11 @@ private void encode32(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 4; i++) out[outf + 1] = (out[outf + 1] << 7) + in[inf + 7 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode33(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode33(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 6; i++) out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -824,13 +757,11 @@ private void encode33(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 3; i++) out[outf + 1] = (out[outf + 1] << 9) + in[inf + 7 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode34(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode34(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 6; i++) out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -838,13 +769,11 @@ private void encode34(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 2; i++) out[outf + 1] = (out[outf + 1] << 14) + in[inf + 7 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode35(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode35(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 6; i++) out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; for (int i = 0; i < 1; i++) @@ -852,13 +781,11 @@ private void encode35(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 1; i++) out[outf + 1] = (out[outf + 1] << 28) + in[inf + 7 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode36(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode36(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 4; i++) out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); @@ -866,13 +793,11 @@ private void encode36(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 28; i++) out[outf + 1] = (out[outf + 1] << 1) + in[inf + 5 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode37(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode37(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 4; i++) out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); @@ -880,13 +805,11 @@ private void encode37(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 14; i++) out[outf + 1] = (out[outf + 1] << 2) + in[inf + 5 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode38(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode38(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 4; i++) out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); @@ -894,13 +817,11 @@ private void encode38(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 9; i++) out[outf + 1] = (out[outf + 1] << 3) + in[inf + 5 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode39(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode39(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 4; i++) out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); @@ -908,13 +829,11 @@ private void encode39(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 7; i++) out[outf + 1] = (out[outf + 1] << 4) + in[inf + 5 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode40(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode40(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 4; i++) out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); @@ -922,13 +841,11 @@ private void encode40(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 5; i++) out[outf + 1] = (out[outf + 1] << 5) + in[inf + 5 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode41(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode41(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 4; i++) out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); @@ -936,13 +853,11 @@ private void encode41(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 4; i++) out[outf + 1] = (out[outf + 1] << 7) + in[inf + 5 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode42(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode42(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 4; i++) out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); @@ -950,13 +865,11 @@ private void encode42(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 3; i++) out[outf + 1] = (out[outf + 1] << 9) + in[inf + 5 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode43(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode43(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 4; i++) out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); @@ -964,13 +877,11 @@ private void encode43(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 2; i++) out[outf + 1] = (out[outf + 1] << 14) + in[inf + 5 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode44(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode44(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 4; i++) out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); @@ -978,13 +889,11 @@ private void encode44(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 1; i++) out[outf + 1] = (out[outf + 1] << 28) + in[inf + 5 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode45(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode45(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 3; i++) out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); @@ -992,13 +901,11 @@ private void encode45(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 28; i++) out[outf + 1] = (out[outf + 1] << 1) + in[inf + 4 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode46(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode46(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 3; i++) out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); @@ -1006,13 +913,11 @@ private void encode46(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 14; i++) out[outf + 1] = (out[outf + 1] << 2) + in[inf + 4 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode47(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode47(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 3; i++) out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); @@ -1020,13 +925,11 @@ private void encode47(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 9; i++) out[outf + 1] = (out[outf + 1] << 3) + in[inf + 4 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode48(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode48(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 3; i++) out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); @@ -1034,13 +937,11 @@ private void encode48(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 7; i++) out[outf + 1] = (out[outf + 1] << 4) + in[inf + 4 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode49(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode49(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 3; i++) out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); @@ -1048,13 +949,11 @@ private void encode49(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 5; i++) out[outf + 1] = (out[outf + 1] << 5) + in[inf + 4 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode50(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode50(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 3; i++) out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); @@ -1062,13 +961,11 @@ private void encode50(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 4; i++) out[outf + 1] = (out[outf + 1] << 7) + in[inf + 4 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode51(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode51(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 3; i++) out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); @@ -1076,13 +973,11 @@ private void encode51(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 3; i++) out[outf + 1] = (out[outf + 1] << 9) + in[inf + 4 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode52(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode52(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 3; i++) out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); @@ -1090,13 +985,11 @@ private void encode52(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 2; i++) out[outf + 1] = (out[outf + 1] << 14) + in[inf + 4 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode53(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode53(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 3; i++) out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); @@ -1104,13 +997,11 @@ private void encode53(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 1; i++) out[outf + 1] = (out[outf + 1] << 28) + in[inf + 4 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode54(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode54(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 2; i++) out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); @@ -1118,13 +1009,11 @@ private void encode54(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 28; i++) out[outf + 1] = (out[outf + 1] << 1) + in[inf + 3 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode55(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode55(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 2; i++) out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); @@ -1132,13 +1021,11 @@ private void encode55(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 14; i++) out[outf + 1] = (out[outf + 1] << 2) + in[inf + 3 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode56(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode56(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 2; i++) out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); @@ -1146,13 +1033,11 @@ private void encode56(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 9; i++) out[outf + 1] = (out[outf + 1] << 3) + in[inf + 3 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode57(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode57(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 2; i++) out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); @@ -1160,13 +1045,11 @@ private void encode57(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 7; i++) out[outf + 1] = (out[outf + 1] << 4) + in[inf + 3 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode58(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode58(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 2; i++) out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); @@ -1174,13 +1057,11 @@ private void encode58(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 5; i++) out[outf + 1] = (out[outf + 1] << 5) + in[inf + 3 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode59(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode59(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 2; i++) out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); @@ -1188,13 +1069,11 @@ private void encode59(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 4; i++) out[outf + 1] = (out[outf + 1] << 7) + in[inf + 3 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode60(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode60(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 2; i++) out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); @@ -1202,13 +1081,11 @@ private void encode60(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 3; i++) out[outf + 1] = (out[outf + 1] << 9) + in[inf + 3 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode61(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode61(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 2; i++) out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); @@ -1216,13 +1093,11 @@ private void encode61(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 2; i++) out[outf + 1] = (out[outf + 1] << 14) + in[inf + 3 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode62(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode62(final int[] in, final int inf, final int code, final int[] out, + final int outf) { for (int i = 0; i < 2; i++) out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); @@ -1230,13 +1105,11 @@ private void encode62(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 1; i++) out[outf + 1] = (out[outf + 1] << 28) + in[inf + 3 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode63(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode63(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 14) + in[inf]; out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); @@ -1244,220 +1117,186 @@ private void encode63(final int[] in, final IntWrapper inOffset, final int code, for (int i = 0; i < 28; i++) out[outf + 1] = (out[outf + 1] << 1) + in[inf + 2 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode64(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode64(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 14) + in[inf]; out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); for (int i = 0; i < 14; i++) out[outf + 1] = (out[outf + 1] << 2) + in[inf + 2 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode65(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode65(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 14) + in[inf]; out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); for (int i = 0; i < 9; i++) out[outf + 1] = (out[outf + 1] << 3) + in[inf + 2 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode66(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode66(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 14) + in[inf]; out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); for (int i = 0; i < 7; i++) out[outf + 1] = (out[outf + 1] << 4) + in[inf + 2 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode67(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode67(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 14) + in[inf]; out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); for (int i = 0; i < 5; i++) out[outf + 1] = (out[outf + 1] << 5) + in[inf + 2 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode68(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode68(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 14) + in[inf]; out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); for (int i = 0; i < 4; i++) out[outf + 1] = (out[outf + 1] << 7) + in[inf + 2 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode69(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode69(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 14) + in[inf]; out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); for (int i = 0; i < 3; i++) out[outf + 1] = (out[outf + 1] << 9) + in[inf + 2 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode70(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode70(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 14) + in[inf]; out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); for (int i = 0; i < 2; i++) out[outf + 1] = (out[outf + 1] << 14) + in[inf + 2 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode71(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode71(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 14) + in[inf]; out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); for (int i = 0; i < 1; i++) out[outf + 1] = (out[outf + 1] << 28) + in[inf + 2 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode72(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode72(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); for (int i = 0; i < 28; i++) out[outf + 1] = (out[outf + 1] << 1) + in[inf + 1 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode73(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode73(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); for (int i = 0; i < 14; i++) out[outf + 1] = (out[outf + 1] << 2) + in[inf + 1 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode74(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode74(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); for (int i = 0; i < 9; i++) out[outf + 1] = (out[outf + 1] << 3) + in[inf + 1 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode75(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode75(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); for (int i = 0; i < 7; i++) out[outf + 1] = (out[outf + 1] << 4) + in[inf + 1 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode76(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode76(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); for (int i = 0; i < 5; i++) out[outf + 1] = (out[outf + 1] << 5) + in[inf + 1 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode77(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode77(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); for (int i = 0; i < 4; i++) out[outf + 1] = (out[outf + 1] << 7) + in[inf + 1 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode78(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode78(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); for (int i = 0; i < 3; i++) out[outf + 1] = (out[outf + 1] << 9) + in[inf + 1 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode79(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode79(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); for (int i = 0; i < 2; i++) out[outf + 1] = (out[outf + 1] << 14) + in[inf + 1 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } - private void encode80(final int[] in, final IntWrapper inOffset, final int code, final int[] out, - final IntWrapper outOffset) { - int inf = inOffset.get(); - int outf = outOffset.get(); + private void encode80(final int[] in, final int inf, final int code, final int[] out, + final int outf) { out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); for (int i = 0; i < 1; i++) out[outf + 1] = (out[outf + 1] << 28) + in[inf + 1 + i]; out[outf + 0] = code << 24 | out[outf + 0]; - outOffset.add(2); + } @Override From afd7dc474c9fe49bee532f67ee3f24bf1407bc68 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 14 Sep 2016 09:18:10 -0400 Subject: [PATCH 120/266] Tuning GroupSimple9 --- CHANGELOG | 3 + .../integercompression/GroupSimple9.java | 1793 +++++++++-------- 2 files changed, 910 insertions(+), 886 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index a899df4..7431667 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,6 @@ +0.1.9 (September 14th 2016) + - Tuning GroupSimple9 + 0.1.8 (September 13th 2016) - Added GroupSimple9 diff --git a/src/main/java/me/lemire/integercompression/GroupSimple9.java b/src/main/java/me/lemire/integercompression/GroupSimple9.java index cbd99e0..0ce10ce 100644 --- a/src/main/java/me/lemire/integercompression/GroupSimple9.java +++ b/src/main/java/me/lemire/integercompression/GroupSimple9.java @@ -1,13 +1,17 @@ package me.lemire.integercompression; /** - * Group Simple 9 Credit Kun Jiang, Yuexiang Yang and Qinghua Zheng source: + * Group Simple 9 is a variation on Simple 9 that preserves the same + * compression ratios but offers higher decoding speed by regrouping + * the 32-bit words into pairs of 64-bit words. + * + * original by Kun Jiang, Yuexiang Yang and Qinghua Zheng source: * https://github.com/deeper2/simple * * Adapted by D. Lemire. */ -public final class GroupSimple9 implements IntegerCODEC { +public final class GroupSimple9 implements IntegerCODEC, SkippableIntegerCODEC { private static final int[][] M = { { 0, 1, 2, 3, 4, 5, 6, 7, 8 }, { 9, 10, 11, 12, 13, 14, 15, 16, 17 }, { 18, 19, 20, 21, 22, 23, 24, 25, 26 }, { 27, 28, 29, 30, 31, 32, 33, 34, 35 }, @@ -17,325 +21,11 @@ public final class GroupSimple9 implements IntegerCODEC { @Override public void compress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { - int tmpoutpos = outpos.get(); - int currentPos = inpos.get(); - int selector1 = 0; - int selector2 = 0; - out[tmpoutpos++] = inlength; - outpos.add(1); - final int finalin = currentPos + inlength; - while (currentPos < finalin - 28 * 2) { - int nextCurrentPos = currentPos; - mainloop1: for (selector1=0; selector1 <= 8; selector1++) { - int compressedNum = codeNum[selector1]; - //if (finalin <= nextCurrentPos + compressedNum - 1) - // compressedNum = finalin - nextCurrentPos; - int b = bitLength[selector1]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (Util.smallerorequalthan(max, in[nextCurrentPos + i])) - continue mainloop1; - } - nextCurrentPos += compressedNum; - break; - } - mainloop2: for (selector2 = 0; selector2 <= 8; selector2++) { - int compressedNum = codeNum[selector2]; - //if (finalin <= nextCurrentPos + compressedNum - 1) - // compressedNum = finalin - nextCurrentPos; - int b = bitLength[selector2]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (Util.smallerorequalthan(max, in[nextCurrentPos + i])) - continue mainloop2; - } - nextCurrentPos += compressedNum; - break; - } - int code = M[selector1][selector2]; - out[tmpoutpos] = 0; - out[tmpoutpos + 1] = 0; - switch (code) { - case 0: - encode0(in, currentPos, code, out, tmpoutpos); - break; - case 1: - encode1(in, currentPos, code, out, tmpoutpos); - break; - case 2: - encode2(in, currentPos, code, out, tmpoutpos); - break; - case 3: - encode3(in, currentPos, code, out, tmpoutpos); - break; - case 4: - encode4(in, currentPos, code, out, tmpoutpos); - break; - case 5: - encode5(in, currentPos, code, out, tmpoutpos); - break; - case 6: - encode6(in, currentPos, code, out, tmpoutpos); - break; - case 7: - encode7(in, currentPos, code, out, tmpoutpos); - break; - case 8: - encode8(in, currentPos, code, out, tmpoutpos); - break; - case 9: - encode9(in, currentPos, code, out, tmpoutpos); - break; - case 10: - encode10(in, currentPos, code, out, tmpoutpos); - break; - case 11: - encode11(in, currentPos, code, out, tmpoutpos); - break; - case 12: - encode12(in, currentPos, code, out, tmpoutpos); - break; - case 13: - encode13(in, currentPos, code, out, tmpoutpos); - break; - case 14: - encode14(in, currentPos, code, out, tmpoutpos); - break; - case 15: - encode15(in, currentPos, code, out, tmpoutpos); - break; - case 16: - encode16(in, currentPos, code, out, tmpoutpos); - break; - case 17: - encode17(in, currentPos, code, out, tmpoutpos); - break; - case 18: - encode18(in, currentPos, code, out, tmpoutpos); - break; - case 19: - encode19(in, currentPos, code, out, tmpoutpos); - break; - case 20: - encode20(in, currentPos, code, out, tmpoutpos); - break; - case 21: - encode21(in, currentPos, code, out, tmpoutpos); - break; - case 22: - encode22(in, currentPos, code, out, tmpoutpos); - break; - case 23: - encode23(in, currentPos, code, out, tmpoutpos); - break; - case 24: - encode24(in, currentPos, code, out, tmpoutpos); - break; - case 25: - encode25(in, currentPos, code, out, tmpoutpos); - break; - case 26: - encode26(in, currentPos, code, out, tmpoutpos); - break; - case 27: - encode27(in, currentPos, code, out, tmpoutpos); - break; - case 28: - encode28(in, currentPos, code, out, tmpoutpos); - break; - case 29: - encode29(in, currentPos, code, out, tmpoutpos); - break; - case 30: - encode30(in, currentPos, code, out, tmpoutpos); - break; - case 31: - encode31(in, currentPos, code, out, tmpoutpos); - break; - case 32: - encode32(in, currentPos, code, out, tmpoutpos); - break; - case 33: - encode33(in, currentPos, code, out, tmpoutpos); - break; - case 34: - encode34(in, currentPos, code, out, tmpoutpos); - break; - case 35: - encode35(in, currentPos, code, out, tmpoutpos); - break; - case 36: - encode36(in, currentPos, code, out, tmpoutpos); - break; - case 37: - encode37(in, currentPos, code, out, tmpoutpos); - break; - case 38: - encode38(in, currentPos, code, out, tmpoutpos); - break; - case 39: - encode39(in, currentPos, code, out, tmpoutpos); - break; - case 40: - encode40(in, currentPos, code, out, tmpoutpos); - break; - case 41: - encode41(in, currentPos, code, out, tmpoutpos); - break; - case 42: - encode42(in, currentPos, code, out, tmpoutpos); - break; - case 43: - encode43(in, currentPos, code, out, tmpoutpos); - break; - case 44: - encode44(in, currentPos, code, out, tmpoutpos); - break; - case 45: - encode45(in, currentPos, code, out, tmpoutpos); - break; - case 46: - encode46(in, currentPos, code, out, tmpoutpos); - break; - case 47: - encode47(in, currentPos, code, out, tmpoutpos); - break; - case 48: - encode48(in, currentPos, code, out, tmpoutpos); - break; - case 49: - encode49(in, currentPos, code, out, tmpoutpos); - break; - case 50: - encode50(in, currentPos, code, out, tmpoutpos); - break; - case 51: - encode51(in, currentPos, code, out, tmpoutpos); - break; - case 52: - encode52(in, currentPos, code, out, tmpoutpos); - break; - case 53: - encode53(in, currentPos, code, out, tmpoutpos); - break; - case 54: - encode54(in, currentPos, code, out, tmpoutpos); - break; - case 55: - encode55(in, currentPos, code, out, tmpoutpos); - break; - case 56: - encode56(in, currentPos, code, out, tmpoutpos); - break; - case 57: - encode57(in, currentPos, code, out, tmpoutpos); - break; - case 58: - encode58(in, currentPos, code, out, tmpoutpos); - break; - case 59: - encode59(in, currentPos, code, out, tmpoutpos); - break; - case 60: - encode60(in, currentPos, code, out, tmpoutpos); - break; - case 61: - encode61(in, currentPos, code, out, tmpoutpos); - break; - case 62: - encode62(in, currentPos, code, out, tmpoutpos); - break; - case 63: - encode63(in, currentPos, code, out, tmpoutpos); - break; - case 64: - encode64(in, currentPos, code, out, tmpoutpos); - break; - case 65: - encode65(in, currentPos, code, out, tmpoutpos); - break; - case 66: - encode66(in, currentPos, code, out, tmpoutpos); - break; - case 67: - encode67(in, currentPos, code, out, tmpoutpos); - break; - case 68: - encode68(in, currentPos, code, out, tmpoutpos); - break; - case 69: - encode69(in, currentPos, code, out, tmpoutpos); - break; - case 70: - encode70(in, currentPos, code, out, tmpoutpos); - break; - case 71: - encode71(in, currentPos, code, out, tmpoutpos); - break; - case 72: - encode72(in, currentPos, code, out, tmpoutpos); - break; - case 73: - encode73(in, currentPos, code, out, tmpoutpos); - break; - case 74: - encode74(in, currentPos, code, out, tmpoutpos); - break; - case 75: - encode75(in, currentPos, code, out, tmpoutpos); - break; - case 76: - encode76(in, currentPos, code, out, tmpoutpos); - break; - case 77: - encode77(in, currentPos, code, out, tmpoutpos); - break; - case 78: - encode78(in, currentPos, code, out, tmpoutpos); - break; - case 79: - encode79(in, currentPos, code, out, tmpoutpos); - break; - case 80: - encode80(in, currentPos, code, out, tmpoutpos); - break; - default: - throw new RuntimeException("unsupported code"); - }// end switch - tmpoutpos += 2; - currentPos = nextCurrentPos; - } - - outer: while (currentPos < finalin) { - mainloop: for (int selector = 0; selector < 8; selector++) { - int res = 0; - int compressedNum = codeNum[selector]; - if (finalin <= currentPos + compressedNum - 1) - compressedNum = finalin - currentPos; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (Util.smallerorequalthan(max, in[currentPos + i])) - continue mainloop; - res = (res << b) + in[currentPos + i]; - } - if (compressedNum != codeNum[selector]) { - res <<= (codeNum[selector] - compressedNum) * b; - } - res |= selector << 28; - out[tmpoutpos++] = res; - - currentPos += compressedNum; - continue outer; - } - final int selector = 8; - out[tmpoutpos++] = in[currentPos++] | (selector << 28); - } - inpos.set(currentPos); - outpos.set(tmpoutpos); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); } private void encode0(final int[] in, final int inf, final int code, final int[] out, @@ -1301,508 +991,21 @@ private void encode80(final int[] in, final int inf, final int code, final int[] @Override public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - int currentPos = outpos.get(); - int tmpinpos = inpos.get(); - final int finalout = currentPos + in[tmpinpos++]; - while (currentPos < finalout - 2 * 28) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } - int val = in[tmpinpos++]; - int valn = in[tmpinpos++]; - int header = val >>> 24; - switch (header) { - case 0: { - decode0(val, valn, out, currentPos); - currentPos+=56; - break; - } - case 1: { - decode1(val, valn, out, currentPos); - currentPos+=42; - break; - } - case 2: { - decode2(val, valn, out, currentPos); - currentPos+=37; - break; - } - case 3: { - decode3(val, valn, out, currentPos); - currentPos+=35; - break; - } - case 4: { - decode4(val, valn, out, currentPos); - currentPos+=33; - break; - } - case 5: { - decode5(val, valn, out, currentPos); - currentPos+=32; - break; - } - case 6: { - decode6(val, valn, out, currentPos); - currentPos+=31; - break; - } - case 7: { - decode7(val, valn, out, currentPos); - currentPos+=30; - break; - } - case 8: { - decode8(val, valn, out, currentPos); - currentPos+=29; - break; - } - case 9: { - decode9(val, valn, out, currentPos); - currentPos+=42; - break; - } - case 10: { - decode10(val, valn, out, currentPos); - currentPos+=28; - break; - } - case 11: { - decode11(val, valn, out, currentPos); - currentPos+=23; - break; - } - case 12: { - decode12(val, valn, out, currentPos); - currentPos+=21; - break; - } - case 13: { - decode13(val, valn, out, currentPos); - currentPos+=19; - break; - } - case 14: { - decode14(val, valn, out, currentPos); - currentPos+=18; - break; - } - case 15: { - decode15(val, valn, out, currentPos); - currentPos+=17; - break; - } - case 16: { - decode16(val, valn, out, currentPos); - currentPos+=16; - break; - } - case 17: { - decode17(val, valn, out, currentPos); - currentPos+=15; - break; - } - case 18: { - decode18(val, valn, out, currentPos); - currentPos+=37; - break; - } - case 19: { - decode19(val, valn, out, currentPos); - currentPos+=23; - break; - } - case 20: { - decode20(val, valn, out, currentPos); - currentPos+=18; - break; - } - case 21: { - decode21(val, valn, out, currentPos); - currentPos+=16; - break; - } - case 22: { - decode22(val, valn, out, currentPos); - currentPos+=14; - break; - } - case 23: { - decode23(val, valn, out, currentPos); - currentPos+=13; - break; - } - case 24: { - decode24(val, valn, out, currentPos); - currentPos+=12; - break; - } - case 25: { - decode25(val, valn, out, currentPos); - currentPos+=11; - break; - } - case 26: { - decode26(val, valn, out, currentPos); - currentPos+=10; - break; - } - case 27: { - decode27(val, valn, out, currentPos); - currentPos+=35; - break; - } - case 28: { - decode28(val, valn, out, currentPos); - currentPos+=21; - break; - } - case 29: { - decode29(val, valn, out, currentPos); - currentPos+=16; - break; - } - - case 30: { - decode30(val, valn, out, currentPos); - currentPos+=14; - break; - } - case 31: { - decode31(val, valn, out, currentPos); - currentPos+=12; - break; - } - case 32: { - decode32(val, valn, out, currentPos); - currentPos+=11; - break; - } - case 33: { - decode33(val, valn, out, currentPos); - currentPos+=10; - break; - } - case 34: { - decode34(val, valn, out, currentPos); - currentPos+=9; - break; - } - case 35: { - decode35(val, valn, out, currentPos); - currentPos+=8; - break; - } - case 36: { - decode36(val, valn, out, currentPos); - currentPos+=33; - break; - } - case 37: { - decode37(val, valn, out, currentPos); - currentPos+=19; - break; - } - case 38: { - decode38(val, valn, out, currentPos); - currentPos+=14; - break; - } - case 39: { - decode39(val, valn, out, currentPos); - currentPos+=12; - break; - } - case 40: { - decode40(val, valn, out, currentPos); - currentPos+=10; - break; - } - case 41: { - decode41(val, valn, out, currentPos); - currentPos+=9; - break; - } - case 42: { - decode42(val, valn, out, currentPos); - currentPos+=8; - break; - } - case 43: { - decode43(val, valn, out, currentPos); - currentPos+=7; - break; - } - case 44: { - decode44(val, valn, out, currentPos); - currentPos+=6; - break; - } - case 45: { - decode45(val, valn, out, currentPos); - currentPos+=32; - break; - } - case 46: { - decode46(val, valn, out, currentPos); - currentPos+=18; - break; - } - case 47: { - decode47(val, valn, out, currentPos); - currentPos+=13; - break; - } - case 48: { - decode48(val, valn, out, currentPos); - currentPos+=11; - break; - } - case 49: { - decode49(val, valn, out, currentPos); - currentPos+=9; - break; - } - case 50: { - decode50(val, valn, out, currentPos); - currentPos+=8; - break; - } - case 51: { - decode51(val, valn, out, currentPos); - currentPos+=7; - break; - } - case 52: { - decode52(val, valn, out, currentPos); - currentPos+=6; - break; - } - case 53: { - decode53(val, valn, out, currentPos); - currentPos+=5; - break; - } - case 54: { - decode54(val, valn, out, currentPos); - currentPos+=31; - break; - } - case 55: { - decode55(val, valn, out, currentPos); - currentPos+=17; - break; - } - case 56: { - decode56(val, valn, out, currentPos); - currentPos+=12; - break; - } - case 57: { - decode57(val, valn, out, currentPos); - currentPos+=10; - break; - } - case 58: { - decode58(val, valn, out, currentPos); - currentPos+=8; - break; - } - case 59: { - decode59(val, valn, out, currentPos); - currentPos+=7; - break; - } - case 60: { - decode60(val, valn, out, currentPos); - currentPos+=6; - break; - } - case 61: { - decode61(val, valn, out, currentPos); - currentPos+=5; - break; - } - case 62: { - decode62(val, valn, out, currentPos); - currentPos+=4; - break; - } - case 63: { - decode63(val, valn, out, currentPos); - currentPos+=30; - break; - } - case 64: { - decode64(val, valn, out, currentPos); - currentPos+=16; - break; - } - case 65: { - decode65(val, valn, out, currentPos); - currentPos+=11; - break; - } - case 66: { - decode66(val, valn, out, currentPos); - currentPos+=9; - break; - } - case 67: { - decode67(val, valn, out, currentPos); - currentPos+=7; - break; - } - case 68: { - decode68(val, valn, out, currentPos); - currentPos+=6; - break; - } - case 69: { - decode69(val, valn, out, currentPos); - currentPos+=5; - break; - } - case 70: { - decode70(val, valn, out, currentPos); - currentPos+=4; - break; - } - case 71: { - decode71(val, valn, out, currentPos); - currentPos+=3; - break; - } - case 72: { - decode72(val, valn, out, currentPos); - currentPos+=29; - break; - } - case 73: { - decode73(val, valn, out, currentPos); - currentPos+=15; - break; - } - case 74: { - decode74(val, valn, out, currentPos); - currentPos+=10; - break; - } - case 75: { - decode75(val, valn, out, currentPos); - currentPos+=8; - break; - } - case 76: { - decode76(val, valn, out, currentPos); - currentPos+=6; - break; - } - case 77: { - decode77(val, valn, out, currentPos); - currentPos+=5; - break; - } - case 78: { - decode78(val, valn, out, currentPos); - currentPos+=4; - break; - } - case 79: { - decode79(val, valn, out, currentPos); - currentPos+=3; - break; - } - case 80: { - decode80(val, valn, out, currentPos); - currentPos+=2; - break; - } - default: - throw new RuntimeException("Wrong code: " + header); - }// end switch - } // end while - - while (currentPos < finalout) { - int val = in[tmpinpos++]; - int header = val >>> 28; - switch (header) { - case 0: { // number : 28, bitwidth : 1 - final int howmany = finalout - currentPos < 28 ? finalout - currentPos : 28; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (k + 4)) >>> 31; - } - break; - } - case 1: { // number : 14, bitwidth : 2 - final int howmany = finalout - currentPos < 14 ? finalout - currentPos : 14; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (2 * k + 4)) >>> 30; - } - break; - } - case 2: { // number : 9, bitwidth : 3 - final int howmany = finalout - currentPos < 9 ? finalout - currentPos : 9; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (3 * k + 5)) >>> 29; - } - break; - } - case 3: { // number : 7, bitwidth : 4 - final int howmany = finalout - currentPos < 7 ? finalout - currentPos : 7; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (4 * k + 4)) >>> 28; - } - break; - } - case 4: { // number : 5, bitwidth : 5 - final int howmany = finalout - currentPos < 5 ? finalout - currentPos : 5; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (5 * k + 7)) >>> 27; - } - break; - } - case 5: { // number : 4, bitwidth : 7 - final int howmany = finalout - currentPos < 4 ? finalout - currentPos : 4; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (7 * k + 4)) >>> 25; - } - break; - } - case 6: { // number : 3, bitwidth : 9 - final int howmany = finalout - currentPos < 3 ? finalout - currentPos : 3; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (9 * k + 5)) >>> 23; - } - break; - } - case 7: { // number : 2, bitwidth : 14 - final int howmany = finalout - currentPos < 2 ? finalout - currentPos : 2; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (14 * k + 4)) >>> 18; - } - break; - } - case 8: { // number : 1, bitwidth : 28 - out[currentPos++] = (val << 4) >>> 4; - break; - } - default: { - throw new RuntimeException("shouldn't happen"); - } - } - } - - outpos.set(finalout); - inpos.set(tmpinpos); - } - - - - private void decode80(int val, int valn, int[] out, int currentPos) { - // number : 1, bitwidth : 28 - out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); - // number : 1, bitwidth : 28 - out[currentPos++] = (valn << 4) >>> 4; - } + + + private void decode80(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } private void decode79(int val, int valn, int[] out, int currentPos) { // number : 1, bitwidth : 28 @@ -3458,74 +2661,892 @@ private void decode1(int val, int valn, int[] out, int currentPos) { out[currentPos++] = (valn << 30) >>> 30; } - private void decode0(int val, int valn, int[] out, int currentPos) { - // number : 28, bitwidth : 1 - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - out[currentPos++] = valn >>> 31; - out[currentPos++] = (valn << 1) >>> 31; - out[currentPos++] = (valn << 2) >>> 31; - out[currentPos++] = (valn << 3) >>> 31; - // number : 28, bitwidth : 1 - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - out[currentPos++] = (valn << 7) >>> 31; - out[currentPos++] = (valn << 8) >>> 31; - out[currentPos++] = (valn << 9) >>> 31; - out[currentPos++] = (valn << 10) >>> 31; - out[currentPos++] = (valn << 11) >>> 31; - out[currentPos++] = (valn << 12) >>> 31; - out[currentPos++] = (valn << 13) >>> 31; // 10 - out[currentPos++] = (valn << 14) >>> 31; - out[currentPos++] = (valn << 15) >>> 31; - out[currentPos++] = (valn << 16) >>> 31; - out[currentPos++] = (valn << 17) >>> 31; - out[currentPos++] = (valn << 18) >>> 31; - out[currentPos++] = (valn << 19) >>> 31; - out[currentPos++] = (valn << 20) >>> 31; - out[currentPos++] = (valn << 21) >>> 31; - out[currentPos++] = (valn << 22) >>> 31; - out[currentPos++] = (valn << 23) >>> 31; // 20 - out[currentPos++] = (valn << 24) >>> 31; - out[currentPos++] = (valn << 25) >>> 31; - out[currentPos++] = (valn << 26) >>> 31; - out[currentPos++] = (valn << 27) >>> 31; - out[currentPos++] = (valn << 28) >>> 31; - out[currentPos++] = (valn << 29) >>> 31; - out[currentPos++] = (valn << 30) >>> 31; - out[currentPos++] = (valn << 31) >>> 31; + private void decode0(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + + private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; + + private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } + + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + int tmpoutpos = outpos.get(); + int currentPos = inpos.get(); + int selector1 = 0; + int selector2 = 0; + final int finalin = currentPos + inlength; + while (currentPos < finalin - 28 * 2) { + int nextCurrentPos = currentPos; + mainloop1: for (selector1=0; selector1 <= 8; selector1++) { + int compressedNum = codeNum[selector1]; + //if (finalin <= nextCurrentPos + compressedNum - 1) + // compressedNum = finalin - nextCurrentPos; + int b = bitLength[selector1]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[nextCurrentPos + i])) + continue mainloop1; + } + nextCurrentPos += compressedNum; + break; + } + mainloop2: for (selector2 = 0; selector2 <= 8; selector2++) { + int compressedNum = codeNum[selector2]; + //if (finalin <= nextCurrentPos + compressedNum - 1) + // compressedNum = finalin - nextCurrentPos; + int b = bitLength[selector2]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[nextCurrentPos + i])) + continue mainloop2; + } + nextCurrentPos += compressedNum; + break; + } + int code = M[selector1][selector2]; + out[tmpoutpos] = 0; + out[tmpoutpos + 1] = 0; + switch (code) { + case 0: + encode0(in, currentPos, code, out, tmpoutpos); + break; + case 1: + encode1(in, currentPos, code, out, tmpoutpos); + break; + case 2: + encode2(in, currentPos, code, out, tmpoutpos); + break; + case 3: + encode3(in, currentPos, code, out, tmpoutpos); + break; + case 4: + encode4(in, currentPos, code, out, tmpoutpos); + break; + case 5: + encode5(in, currentPos, code, out, tmpoutpos); + break; + case 6: + encode6(in, currentPos, code, out, tmpoutpos); + break; + case 7: + encode7(in, currentPos, code, out, tmpoutpos); + break; + case 8: + encode8(in, currentPos, code, out, tmpoutpos); + break; + case 9: + encode9(in, currentPos, code, out, tmpoutpos); + break; + case 10: + encode10(in, currentPos, code, out, tmpoutpos); + break; + case 11: + encode11(in, currentPos, code, out, tmpoutpos); + break; + case 12: + encode12(in, currentPos, code, out, tmpoutpos); + break; + case 13: + encode13(in, currentPos, code, out, tmpoutpos); + break; + case 14: + encode14(in, currentPos, code, out, tmpoutpos); + break; + case 15: + encode15(in, currentPos, code, out, tmpoutpos); + break; + case 16: + encode16(in, currentPos, code, out, tmpoutpos); + break; + case 17: + encode17(in, currentPos, code, out, tmpoutpos); + break; + case 18: + encode18(in, currentPos, code, out, tmpoutpos); + break; + case 19: + encode19(in, currentPos, code, out, tmpoutpos); + break; + case 20: + encode20(in, currentPos, code, out, tmpoutpos); + break; + case 21: + encode21(in, currentPos, code, out, tmpoutpos); + break; + case 22: + encode22(in, currentPos, code, out, tmpoutpos); + break; + case 23: + encode23(in, currentPos, code, out, tmpoutpos); + break; + case 24: + encode24(in, currentPos, code, out, tmpoutpos); + break; + case 25: + encode25(in, currentPos, code, out, tmpoutpos); + break; + case 26: + encode26(in, currentPos, code, out, tmpoutpos); + break; + case 27: + encode27(in, currentPos, code, out, tmpoutpos); + break; + case 28: + encode28(in, currentPos, code, out, tmpoutpos); + break; + case 29: + encode29(in, currentPos, code, out, tmpoutpos); + break; + case 30: + encode30(in, currentPos, code, out, tmpoutpos); + break; + case 31: + encode31(in, currentPos, code, out, tmpoutpos); + break; + case 32: + encode32(in, currentPos, code, out, tmpoutpos); + break; + case 33: + encode33(in, currentPos, code, out, tmpoutpos); + break; + case 34: + encode34(in, currentPos, code, out, tmpoutpos); + break; + case 35: + encode35(in, currentPos, code, out, tmpoutpos); + break; + case 36: + encode36(in, currentPos, code, out, tmpoutpos); + break; + case 37: + encode37(in, currentPos, code, out, tmpoutpos); + break; + case 38: + encode38(in, currentPos, code, out, tmpoutpos); + break; + case 39: + encode39(in, currentPos, code, out, tmpoutpos); + break; + case 40: + encode40(in, currentPos, code, out, tmpoutpos); + break; + case 41: + encode41(in, currentPos, code, out, tmpoutpos); + break; + case 42: + encode42(in, currentPos, code, out, tmpoutpos); + break; + case 43: + encode43(in, currentPos, code, out, tmpoutpos); + break; + case 44: + encode44(in, currentPos, code, out, tmpoutpos); + break; + case 45: + encode45(in, currentPos, code, out, tmpoutpos); + break; + case 46: + encode46(in, currentPos, code, out, tmpoutpos); + break; + case 47: + encode47(in, currentPos, code, out, tmpoutpos); + break; + case 48: + encode48(in, currentPos, code, out, tmpoutpos); + break; + case 49: + encode49(in, currentPos, code, out, tmpoutpos); + break; + case 50: + encode50(in, currentPos, code, out, tmpoutpos); + break; + case 51: + encode51(in, currentPos, code, out, tmpoutpos); + break; + case 52: + encode52(in, currentPos, code, out, tmpoutpos); + break; + case 53: + encode53(in, currentPos, code, out, tmpoutpos); + break; + case 54: + encode54(in, currentPos, code, out, tmpoutpos); + break; + case 55: + encode55(in, currentPos, code, out, tmpoutpos); + break; + case 56: + encode56(in, currentPos, code, out, tmpoutpos); + break; + case 57: + encode57(in, currentPos, code, out, tmpoutpos); + break; + case 58: + encode58(in, currentPos, code, out, tmpoutpos); + break; + case 59: + encode59(in, currentPos, code, out, tmpoutpos); + break; + case 60: + encode60(in, currentPos, code, out, tmpoutpos); + break; + case 61: + encode61(in, currentPos, code, out, tmpoutpos); + break; + case 62: + encode62(in, currentPos, code, out, tmpoutpos); + break; + case 63: + encode63(in, currentPos, code, out, tmpoutpos); + break; + case 64: + encode64(in, currentPos, code, out, tmpoutpos); + break; + case 65: + encode65(in, currentPos, code, out, tmpoutpos); + break; + case 66: + encode66(in, currentPos, code, out, tmpoutpos); + break; + case 67: + encode67(in, currentPos, code, out, tmpoutpos); + break; + case 68: + encode68(in, currentPos, code, out, tmpoutpos); + break; + case 69: + encode69(in, currentPos, code, out, tmpoutpos); + break; + case 70: + encode70(in, currentPos, code, out, tmpoutpos); + break; + case 71: + encode71(in, currentPos, code, out, tmpoutpos); + break; + case 72: + encode72(in, currentPos, code, out, tmpoutpos); + break; + case 73: + encode73(in, currentPos, code, out, tmpoutpos); + break; + case 74: + encode74(in, currentPos, code, out, tmpoutpos); + break; + case 75: + encode75(in, currentPos, code, out, tmpoutpos); + break; + case 76: + encode76(in, currentPos, code, out, tmpoutpos); + break; + case 77: + encode77(in, currentPos, code, out, tmpoutpos); + break; + case 78: + encode78(in, currentPos, code, out, tmpoutpos); + break; + case 79: + encode79(in, currentPos, code, out, tmpoutpos); + break; + case 80: + encode80(in, currentPos, code, out, tmpoutpos); + break; + default: + throw new RuntimeException("unsupported code"); + }// end switch + tmpoutpos += 2; + currentPos = nextCurrentPos; + } + + outer: while (currentPos < finalin) { + mainloop: for (int selector = 0; selector < 8; selector++) { + int res = 0; + int compressedNum = codeNum[selector]; + if (finalin <= currentPos + compressedNum - 1) + compressedNum = finalin - currentPos; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[currentPos + i])) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } + if (compressedNum != codeNum[selector]) { + res <<= (codeNum[selector] - compressedNum) * b; + } + res |= selector << 28; + out[tmpoutpos++] = res; + + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + inpos.set(currentPos); + outpos.set(tmpoutpos); } + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { + int currentPos = outpos.get(); + int tmpinpos = inpos.get(); + final int finalout = currentPos + num; + while (currentPos < finalout - 2 * 28) { - private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; + int val = in[tmpinpos++]; + int valn = in[tmpinpos++]; + int header = val >>> 24; + switch (header) { + case 0: { + decode0(val, valn, out, currentPos); + currentPos+=56; + break; + } + case 1: { + decode1(val, valn, out, currentPos); + currentPos+=42; + break; + } + case 2: { + decode2(val, valn, out, currentPos); + currentPos+=37; + break; + } + case 3: { + decode3(val, valn, out, currentPos); + currentPos+=35; + break; + } + case 4: { + decode4(val, valn, out, currentPos); + currentPos+=33; + break; + } + case 5: { + decode5(val, valn, out, currentPos); + currentPos+=32; + break; + } + case 6: { + decode6(val, valn, out, currentPos); + currentPos+=31; + break; + } + case 7: { + decode7(val, valn, out, currentPos); + currentPos+=30; + break; + } + case 8: { + decode8(val, valn, out, currentPos); + currentPos+=29; + break; + } + case 9: { + decode9(val, valn, out, currentPos); + currentPos+=42; + break; + } + case 10: { + decode10(val, valn, out, currentPos); + currentPos+=28; + break; + } + case 11: { + decode11(val, valn, out, currentPos); + currentPos+=23; + break; + } + case 12: { + decode12(val, valn, out, currentPos); + currentPos+=21; + break; + } + case 13: { + decode13(val, valn, out, currentPos); + currentPos+=19; + break; + } + case 14: { + decode14(val, valn, out, currentPos); + currentPos+=18; + break; + } + case 15: { + decode15(val, valn, out, currentPos); + currentPos+=17; + break; + } + case 16: { + decode16(val, valn, out, currentPos); + currentPos+=16; + break; + } + case 17: { + decode17(val, valn, out, currentPos); + currentPos+=15; + break; + } + case 18: { + decode18(val, valn, out, currentPos); + currentPos+=37; + break; + } + case 19: { + decode19(val, valn, out, currentPos); + currentPos+=23; + break; + } + case 20: { + decode20(val, valn, out, currentPos); + currentPos+=18; + break; + } + case 21: { + decode21(val, valn, out, currentPos); + currentPos+=16; + break; + } + case 22: { + decode22(val, valn, out, currentPos); + currentPos+=14; + break; + } + case 23: { + decode23(val, valn, out, currentPos); + currentPos+=13; + break; + } + case 24: { + decode24(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 25: { + decode25(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 26: { + decode26(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 27: { + decode27(val, valn, out, currentPos); + currentPos+=35; + break; + } + case 28: { + decode28(val, valn, out, currentPos); + currentPos+=21; + break; + } + case 29: { + decode29(val, valn, out, currentPos); + currentPos+=16; + break; + } + + case 30: { + decode30(val, valn, out, currentPos); + currentPos+=14; + break; + } + case 31: { + decode31(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 32: { + decode32(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 33: { + decode33(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 34: { + decode34(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 35: { + decode35(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 36: { + decode36(val, valn, out, currentPos); + currentPos+=33; + break; + } + case 37: { + decode37(val, valn, out, currentPos); + currentPos+=19; + break; + } + case 38: { + decode38(val, valn, out, currentPos); + currentPos+=14; + break; + } + case 39: { + decode39(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 40: { + decode40(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 41: { + decode41(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 42: { + decode42(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 43: { + decode43(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 44: { + decode44(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 45: { + decode45(val, valn, out, currentPos); + currentPos+=32; + break; + } + case 46: { + decode46(val, valn, out, currentPos); + currentPos+=18; + break; + } + case 47: { + decode47(val, valn, out, currentPos); + currentPos+=13; + break; + } + case 48: { + decode48(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 49: { + decode49(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 50: { + decode50(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 51: { + decode51(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 52: { + decode52(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 53: { + decode53(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 54: { + decode54(val, valn, out, currentPos); + currentPos+=31; + break; + } + case 55: { + decode55(val, valn, out, currentPos); + currentPos+=17; + break; + } + case 56: { + decode56(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 57: { + decode57(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 58: { + decode58(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 59: { + decode59(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 60: { + decode60(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 61: { + decode61(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 62: { + decode62(val, valn, out, currentPos); + currentPos+=4; + break; + } + case 63: { + decode63(val, valn, out, currentPos); + currentPos+=30; + break; + } + case 64: { + decode64(val, valn, out, currentPos); + currentPos+=16; + break; + } + case 65: { + decode65(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 66: { + decode66(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 67: { + decode67(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 68: { + decode68(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 69: { + decode69(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 70: { + decode70(val, valn, out, currentPos); + currentPos+=4; + break; + } + case 71: { + decode71(val, valn, out, currentPos); + currentPos+=3; + break; + } + case 72: { + decode72(val, valn, out, currentPos); + currentPos+=29; + break; + } + case 73: { + decode73(val, valn, out, currentPos); + currentPos+=15; + break; + } + case 74: { + decode74(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 75: { + decode75(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 76: { + decode76(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 77: { + decode77(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 78: { + decode78(val, valn, out, currentPos); + currentPos+=4; + break; + } + case 79: { + decode79(val, valn, out, currentPos); + currentPos+=3; + break; + } + case 80: { + decode80(val, valn, out, currentPos); + currentPos+=2; + break; + } + default: + throw new RuntimeException("Wrong code: " + header); + }// end switch + } // end while - private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; + while (currentPos < finalout) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + final int howmany = finalout - currentPos < 28 ? finalout - currentPos : 28; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (k + 4)) >>> 31; + } + break; + } + case 1: { // number : 14, bitwidth : 2 + final int howmany = finalout - currentPos < 14 ? finalout - currentPos : 14; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (2 * k + 4)) >>> 30; + } + break; + } + case 2: { // number : 9, bitwidth : 3 + final int howmany = finalout - currentPos < 9 ? finalout - currentPos : 9; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (3 * k + 5)) >>> 29; + } + break; + } + case 3: { // number : 7, bitwidth : 4 + final int howmany = finalout - currentPos < 7 ? finalout - currentPos : 7; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (4 * k + 4)) >>> 28; + } + break; + } + case 4: { // number : 5, bitwidth : 5 + final int howmany = finalout - currentPos < 5 ? finalout - currentPos : 5; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (5 * k + 7)) >>> 27; + } + break; + } + case 5: { // number : 4, bitwidth : 7 + final int howmany = finalout - currentPos < 4 ? finalout - currentPos : 4; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (7 * k + 4)) >>> 25; + } + break; + } + case 6: { // number : 3, bitwidth : 9 + final int howmany = finalout - currentPos < 3 ? finalout - currentPos : 3; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (9 * k + 5)) >>> 23; + } + break; + } + case 7: { // number : 2, bitwidth : 14 + final int howmany = finalout - currentPos < 2 ? finalout - currentPos : 2; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (14 * k + 4)) >>> 18; + } + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen"); + } + } + } - @Override - public String toString() { - return this.getClass().getSimpleName(); + outpos.set(finalout); + inpos.set(tmpinpos); + } } \ No newline at end of file From 5fc20a0c61881e9e870c41a4160bface7fbc1c54 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 14 Sep 2016 09:24:57 -0400 Subject: [PATCH 121/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.9 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 755e696..bfa84c0 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.9-SNAPSHOT + 0.1.9 jar 1.6 From 2f252d61f16185548e3d1b12eb49cf50f6e03c6e Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 14 Sep 2016 09:25:00 -0400 Subject: [PATCH 122/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index bfa84c0..65d6754 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.9 + 0.1.10-SNAPSHOT jar 1.6 From 15fa89bff528cf6bf183e2d1dc33db5ccd5f9d15 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 7 Oct 2016 10:00:56 -0400 Subject: [PATCH 123/266] Preparing update --- .../integercompression/IntCompressor.java | 13 ++- .../UncompressibleInputException.java | 19 ++++ .../differential/IntegratedIntCompressor.java | 16 +++- .../integercompression/ResourcedTest.java | 92 +++++++++++++++++++ 4 files changed, 133 insertions(+), 7 deletions(-) create mode 100644 src/main/java/me/lemire/integercompression/UncompressibleInputException.java create mode 100644 src/test/java/me/lemire/integercompression/ResourcedTest.java diff --git a/src/main/java/me/lemire/integercompression/IntCompressor.java b/src/main/java/me/lemire/integercompression/IntCompressor.java index 5f174fd..87e7bde 100644 --- a/src/main/java/me/lemire/integercompression/IntCompressor.java +++ b/src/main/java/me/lemire/integercompression/IntCompressor.java @@ -33,13 +33,20 @@ public IntCompressor() { * * @param input array to be compressed * @return compressed array + * @throws UncompressibleInputException if the data is too poorly compressible */ public int[] compress(int[] input) { - int [] compressed = new int[input.length+1024]; + int [] compressed = new int[input.length + input.length / 100 + 1024]; compressed[0] = input.length; IntWrapper outpos = new IntWrapper(1); - codec.headlessCompress(input, new IntWrapper(0), - input.length, compressed, outpos); + try { + codec.headlessCompress(input, new IntWrapper(0), + input.length, compressed, outpos); + } catch (IndexOutOfBoundsException ioebe) { + throw new + UncompressibleInputException("Your input is too poorly compressible " + + "with the current codec : "+codec); + } compressed = Arrays.copyOf(compressed,outpos.intValue()); return compressed; } diff --git a/src/main/java/me/lemire/integercompression/UncompressibleInputException.java b/src/main/java/me/lemire/integercompression/UncompressibleInputException.java new file mode 100644 index 0000000..c490946 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/UncompressibleInputException.java @@ -0,0 +1,19 @@ +package me.lemire.integercompression; + +/** + * This exception might be thrown if the input is poorly compressible. + * + */ +public class UncompressibleInputException extends RuntimeException { + + /** + * Create new exception + * @param string explanation for the exception + */ + public UncompressibleInputException(String string) { + super(string); + } + + private static final long serialVersionUID = -798583799846489873L; + +} diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java b/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java index 652c018..5808bdd 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java @@ -3,10 +3,13 @@ import java.util.Arrays; import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.UncompressibleInputException; /** * This is a convenience class that wraps a codec to provide - * a "friendly" API. + * a "friendly" API. It is useful to compress sorted integers. + * If your integers are not sorted (not even nearly so), please + * consider the IntCompressor class instead. * */ public class IntegratedIntCompressor { @@ -33,14 +36,19 @@ public IntegratedIntCompressor() { * * @param input array to be compressed * @return compressed array + * @throws UncompressibleInputException if the data is too poorly compressible */ public int[] compress(int[] input) { - int [] compressed = new int[input.length+1024]; + int [] compressed = new int[input.length + input.length / 100 + 1024]; compressed[0] = input.length; IntWrapper outpos = new IntWrapper(1); IntWrapper initvalue = new IntWrapper(0); - codec.headlessCompress(input, new IntWrapper(0), - input.length, compressed, outpos, initvalue); + try { + codec.headlessCompress(input, new IntWrapper(0), input.length, compressed, outpos, initvalue); + } catch (IndexOutOfBoundsException ioebe) { + throw new UncompressibleInputException( + "Your input is too poorly compressible with the current codec : " + codec); + } compressed = Arrays.copyOf(compressed,outpos.intValue()); return compressed; } diff --git a/src/test/java/me/lemire/integercompression/ResourcedTest.java b/src/test/java/me/lemire/integercompression/ResourcedTest.java new file mode 100644 index 0000000..b4cb5aa --- /dev/null +++ b/src/test/java/me/lemire/integercompression/ResourcedTest.java @@ -0,0 +1,92 @@ +package me.lemire.integercompression; + +import java.util.ArrayList; +import java.util.Arrays; + +import me.lemire.integercompression.differential.Delta; +import me.lemire.integercompression.differential.IntegratedBinaryPacking; +import me.lemire.integercompression.differential.IntegratedByteIntegerCODEC; +import me.lemire.integercompression.differential.IntegratedComposition; +import me.lemire.integercompression.differential.IntegratedIntCompressor; +import me.lemire.integercompression.differential.IntegratedIntegerCODEC; +import me.lemire.integercompression.differential.IntegratedVariableByte; +import me.lemire.integercompression.differential.SkippableIntegratedIntegerCODEC; +import me.lemire.integercompression.differential.XorBinaryPacking; + +import java.io.BufferedReader; +import java.io.File; +import org.junit.Assert; +import java.io.FileReader; +import java.io.IOException; +import java.nio.file.*; +import java.util.stream.Stream; + +import org.junit.Test; + +/** + * Tests with resources + * + */ +public class ResourcedTest { + SkippableIntegerCODEC[] codecs = { new JustCopy(), new VariableByte(), + new SkippableComposition(new BinaryPacking(), new VariableByte()), + new SkippableComposition(new NewPFD(), new VariableByte()), + new SkippableComposition(new NewPFDS9(), new VariableByte()), + new SkippableComposition(new NewPFDS16(), new VariableByte()), + new SkippableComposition(new OptPFD(), new VariableByte()), + new SkippableComposition(new OptPFDS9(), new VariableByte()), + new SkippableComposition(new OptPFDS16(), new VariableByte()), + new SkippableComposition(new FastPFOR128(), new VariableByte()), + new SkippableComposition(new FastPFOR(), new VariableByte()), new Simple9(), new Simple16() }; + + /** + * @throws IOException + * if the resource cannot be accessed (should be considered a + * bug) + * + */ + @Test + public void IntCompressorTest() throws IOException { + // next line requires Java8? + // int[] data = + // Files.lines(Paths.get("integers.txt")).mapToInt(Integer::parseInt).toArray(); + File f = new File("src/test/resources/integers.txt"); + System.out.println("loading test data from "+ f.getAbsolutePath()); + BufferedReader bfr = new BufferedReader(new FileReader(f)); + String line; + ArrayList ai = new ArrayList(); + while ((line = bfr.readLine()) != null) { + ai.add(Integer.parseInt(line)); + } + bfr.close(); + int[] data = new int[ai.size()]; + for (int k = 0; k < data.length; ++k) + data[k] = ai.get(k).intValue(); + ai = null; + // finally! + { + IntegratedIntCompressor iic = new IntegratedIntCompressor(); + int[] compressed = iic.compress(data); + int[] recovered = iic.uncompress(compressed); + Assert.assertArrayEquals(recovered, data); + } + for (SkippableIntegerCODEC C : codecs) { + IntCompressor iic = new IntCompressor(C); + int[] compressed = iic.compress(data); + int[] recovered = iic.uncompress(compressed); + Assert.assertArrayEquals(recovered, data); + + } + for (SkippableIntegerCODEC C : codecs) { + if (C instanceof SkippableIntegratedIntegerCODEC) { + IntegratedIntCompressor iic = new IntegratedIntCompressor((SkippableIntegratedIntegerCODEC) C); + int[] compressed = iic.compress(data); + int[] recovered = iic.uncompress(compressed); + Assert.assertArrayEquals(recovered, data); + } + + } + + } + +} From 0411964b9a7824cc82ab3e6b078ed75a7e822b76 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 7 Oct 2016 10:02:24 -0400 Subject: [PATCH 124/266] Update to changelog --- CHANGELOG | 3 +++ 1 file changed, 3 insertions(+) diff --git a/CHANGELOG b/CHANGELOG index 7431667..1377346 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,6 @@ +0.1.10 (October 7th 2016) + - Fix for issue 36 https://github.com/lemire/JavaFastPFOR/issues/36 + 0.1.9 (September 14th 2016) - Tuning GroupSimple9 From 6804c57b6a3fc0b437f7787e1c957d3b907749ec Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 7 Oct 2016 10:04:15 -0400 Subject: [PATCH 125/266] Adding new resource file --- src/test/resources/integers.txt | 130657 +++++++++++++++++++++++++++++ 1 file changed, 130657 insertions(+) create mode 100644 src/test/resources/integers.txt diff --git a/src/test/resources/integers.txt b/src/test/resources/integers.txt new file mode 100644 index 0000000..06a56d3 --- /dev/null +++ b/src/test/resources/integers.txt @@ -0,0 +1,130657 @@ +1 +2 +3 +4 +5 +6 +7 +8 +9 +10 +11 +12 +13 +14 +15 +16 +17 +18 +19 +20 +21 +22 +23 +24 +25 +26 +27 +28 +29 +15 +30 +31 +9 +32 +19 +33 +34 +35 +36 +37 +38 +39 +40 +41 +42 +4 +43 +44 +45 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+44622 +20401 +21947 +27719 +43 +142 +44623 +28845 +44624 +1443 +1090 +16166 +36019 +19 +26452 +669 +44625 +44626 +736 +44627 +1021 +17810 +25316 +44537 +44628 +1247 +9217 +25935 +44629 +317 +77 +43 +22922 +259 +44630 +248 +15718 +7835 +44631 +30224 +44632 +44633 +43 +44634 +19 +16826 +44635 +44636 +44637 +31293 +2117 +736 +43 +37556 +40570 +40570 +44638 +303 +44639 +44640 +44641 +2577 +14363 +8849 +44642 +44643 +44644 +44645 +44646 +24864 +1481 +317 +14342 +736 +8732 +44647 +44648 +44649 +44650 +105 +44651 +41890 +397 +28845 +40570 +44652 +9 +155 +154 From ae784ebff963cb41ad1b7cdfc20630a30531bc6d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 7 Oct 2016 10:09:54 -0400 Subject: [PATCH 126/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.10 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 65d6754..26b41dc 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.10-SNAPSHOT + 0.1.10 jar 1.6 From 044cd07d46f41e90747e687a90677aa19ec8aea3 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 7 Oct 2016 10:09:57 -0400 Subject: [PATCH 127/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 26b41dc..1ac9188 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.10 + 0.1.11-SNAPSHOT jar 1.6 From d8579079b1e38e46324e88b19cdae5336fa8a5a6 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 7 Oct 2016 10:14:17 -0400 Subject: [PATCH 128/266] Trimming imports. --- .../me/lemire/integercompression/ResourcedTest.java | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/src/test/java/me/lemire/integercompression/ResourcedTest.java b/src/test/java/me/lemire/integercompression/ResourcedTest.java index b4cb5aa..61b8e58 100644 --- a/src/test/java/me/lemire/integercompression/ResourcedTest.java +++ b/src/test/java/me/lemire/integercompression/ResourcedTest.java @@ -1,25 +1,14 @@ package me.lemire.integercompression; import java.util.ArrayList; -import java.util.Arrays; - -import me.lemire.integercompression.differential.Delta; -import me.lemire.integercompression.differential.IntegratedBinaryPacking; -import me.lemire.integercompression.differential.IntegratedByteIntegerCODEC; -import me.lemire.integercompression.differential.IntegratedComposition; import me.lemire.integercompression.differential.IntegratedIntCompressor; -import me.lemire.integercompression.differential.IntegratedIntegerCODEC; -import me.lemire.integercompression.differential.IntegratedVariableByte; import me.lemire.integercompression.differential.SkippableIntegratedIntegerCODEC; -import me.lemire.integercompression.differential.XorBinaryPacking; import java.io.BufferedReader; import java.io.File; import org.junit.Assert; import java.io.FileReader; import java.io.IOException; -import java.nio.file.*; -import java.util.stream.Stream; import org.junit.Test; From 8daf7e73b170d6af560a0cd00b18938d54eb8a93 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 25 Oct 2016 17:11:53 -0400 Subject: [PATCH 129/266] minor update --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index bc7a4aa..1f9c2e7 100644 --- a/README.md +++ b/README.md @@ -58,6 +58,8 @@ Really simple usage: For more examples, see example.java or the examples folder. +JavaFastPFOR supports compressing and uncompressing data in chunks (e.g., see ``advancedExample`` in [https://github.com/lemire/JavaFastPFOR/blob/master/example.java#L185-L190](example.java)). + Some CODECs ("integrated codecs") assume that the integers are in sorted orders and use differential coding (they compress deltas). They can be found in the package me.lemire.integercompression.differential. From 1f00b8028b6bb022cde3a8720e7ba503b03d764f Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 25 Oct 2016 17:13:52 -0400 Subject: [PATCH 130/266] removing line marker --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1f9c2e7..98b5a0d 100644 --- a/README.md +++ b/README.md @@ -58,7 +58,7 @@ Really simple usage: For more examples, see example.java or the examples folder. -JavaFastPFOR supports compressing and uncompressing data in chunks (e.g., see ``advancedExample`` in [https://github.com/lemire/JavaFastPFOR/blob/master/example.java#L185-L190](example.java)). +JavaFastPFOR supports compressing and uncompressing data in chunks (e.g., see ``advancedExample`` in [https://github.com/lemire/JavaFastPFOR/blob/master/example.java](example.java)). Some CODECs ("integrated codecs") assume that the integers are in sorted orders and use differential coding (they compress deltas). From 80d95b4413c88f41c4365505c6b8eaddc682692d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 19 Dec 2016 09:09:04 -0500 Subject: [PATCH 131/266] Upgrading jacoco --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 1ac9188..7177854 100644 --- a/pom.xml +++ b/pom.xml @@ -129,7 +129,7 @@ org.jacoco jacoco-maven-plugin - 0.7.6.201602180812 + 0.7.8 com/kamikaze/pfordelta/* From 5846d86f72b1fb6bb97b7f8e405892e13095c497 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 21 Dec 2016 14:06:34 -0500 Subject: [PATCH 132/266] https://github.com/lemire/JavaFastPFOR/issues/38#issuecomment-268606648 --- src/main/java/me/lemire/integercompression/FastPFOR.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index bc9cbec..d31a4da 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -14,7 +14,7 @@ * This is a patching scheme designed for speed. * It encodes integers in blocks of integers within pages of * up to 65536 integers. Note that it is important, to get good - * compression and good performance, to use sizeable blocks (greater than 1024 integers). + * compression and good performance, to use sizeable arrays (greater than 1024 integers). * For arrays containing a number of integers that is not divisible by BLOCK_SIZE, you should use * it in conjunction with another CODEC: * From 32cb776ee66b13f0ee5f7a1cec1f3118875dd917 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 25 Jan 2017 16:54:11 -0500 Subject: [PATCH 133/266] Link to Pinot --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 98b5a0d..02b0fb8 100644 --- a/README.md +++ b/README.md @@ -30,6 +30,7 @@ This library can decompress integers at a rate of over 1.2 billions per second (4.5 GB/s). It is significantly faster than generic codecs (such as Snappy, LZ4 and so on) when compressing arrays of integers. +The library is used in [LinkedIn Pinot](https://github.com/linkedin/pinot), a realtime distributed OLAP datastore. Part of this library has been integrated in Parquet (http://parquet.io/). A modified version of the library is included in the search engine Terrier (http://terrier.org/). This libary is used by ClueWeb From 35fdd7249648ecae32140276fc73bd6ac33fe6ec Mon Sep 17 00:00:00 2001 From: Balz Date: Sun, 2 Apr 2017 16:44:27 -0700 Subject: [PATCH 134/266] Make direct buffer allocation optional This is a minor refactoring of all codecs that directly allocate Java `ByteBuffers`: instead of making a direct call to `ByteBuffer#allocate()`, the codec invokes a protected method `makeBuffer(size)`. This allows a user to subclass the codec and override the method to customize the buffer allocation. In particular, this enables users to use heap-buffers and/or buffer pooling. The latter is essential for reducing memory churn. In a JVM benchmark (not included) on some real-world data, this refactoring did not decrease performance. (Notice that dropping `final` from some classes does not stop the JVM from inlining, such as in [monomorphic callsites](https://shipilev.net/blog/2015/black-magic-method-dispatch/).) --- .../DeltaZigzagVariableByte.java | 15 +++++++++++++-- .../me/lemire/integercompression/FastPFOR.java | 15 +++++++++++++-- .../me/lemire/integercompression/FastPFOR128.java | 15 +++++++++++++-- .../lemire/integercompression/VariableByte.java | 12 +++++++++++- .../differential/IntegratedVariableByte.java | 14 ++++++++++++-- 5 files changed, 62 insertions(+), 9 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java b/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java index 1988d47..4b2f896 100644 --- a/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java +++ b/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java @@ -13,7 +13,7 @@ * * @author MURAOKA Taro http://github.com/koron */ -public final class DeltaZigzagVariableByte implements IntegerCODEC { +public class DeltaZigzagVariableByte implements IntegerCODEC { @Override public String toString() { @@ -27,7 +27,7 @@ public void compress(int[] inBuf, IntWrapper inPos, int inLen, return; } - ByteBuffer byteBuf = ByteBuffer.allocateDirect(inLen * 5 + 3); + ByteBuffer byteBuf = makeBuffer(inLen * 5 + 3); DeltaZigzagEncoding.Encoder ctx = new DeltaZigzagEncoding.Encoder(0); // Delta+Zigzag+VariableByte encoding. @@ -127,4 +127,15 @@ public void uncompress(int[] inBuf, IntWrapper inPos, int inLen, outPos.set(op); inPos.set(inPosLast); } + + /** + * Creates a new buffer of the requested size. + * + * In case you need a different way to allocate buffers, you can override this method + * with a custom behavior. The default implementation allocates a new Java direct + * {@link ByteBuffer} on each invocation. + */ + protected ByteBuffer makeBuffer(int sizeInBytes) { + return ByteBuffer.allocateDirect(sizeInBytes); + } } diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index d31a4da..36226c0 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -38,7 +38,7 @@ * * @author Daniel Lemire */ -public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { +public class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { final static int OVERHEAD_OF_EACH_EXCEPT = 8; /** * @@ -68,7 +68,7 @@ public final class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { private FastPFOR(int pagesize) { pageSize = pagesize; // Initiate arrrays. - byteContainer = ByteBuffer.allocateDirect(3 * pageSize + byteContainer = makeBuffer(3 * pageSize / BLOCK_SIZE + pageSize); byteContainer.order(ByteOrder.LITTLE_ENDIAN); for (int k = 1; k < dataTobePacked.length; ++k) @@ -329,4 +329,15 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, public String toString() { return this.getClass().getSimpleName(); } + + /** + * Creates a new buffer of the requested size. + * + * In case you need a different way to allocate buffers, you can override this method + * with a custom behavior. The default implementation allocates a new Java direct + * {@link ByteBuffer} on each invocation. + */ + protected ByteBuffer makeBuffer(int sizeInBytes) { + return ByteBuffer.allocateDirect(sizeInBytes); + } } diff --git a/src/main/java/me/lemire/integercompression/FastPFOR128.java b/src/main/java/me/lemire/integercompression/FastPFOR128.java index c1efa94..b124072 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR128.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR128.java @@ -21,7 +21,7 @@ * * @author Daniel Lemire */ -public final class FastPFOR128 implements IntegerCODEC,SkippableIntegerCODEC { +public class FastPFOR128 implements IntegerCODEC,SkippableIntegerCODEC { final static int OVERHEAD_OF_EACH_EXCEPT = 8; /** * @@ -50,7 +50,7 @@ public final class FastPFOR128 implements IntegerCODEC,SkippableIntegerCODEC { public FastPFOR128(int pagesize) { pageSize = pagesize; // Initiate arrrays. - byteContainer = ByteBuffer.allocateDirect(3 * pageSize + byteContainer = makeBuffer(3 * pageSize / BLOCK_SIZE + pageSize); byteContainer.order(ByteOrder.LITTLE_ENDIAN); for (int k = 1; k < dataTobePacked.length; ++k) @@ -310,4 +310,15 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, public String toString() { return this.getClass().getSimpleName(); } + + /** + * Creates a new buffer of the requested size. + * + * In case you need a different way to allocate buffers, you can override this method + * with a custom behavior. The default implementation allocates a new Java direct + * {@link ByteBuffer} on each invocation. + */ + protected ByteBuffer makeBuffer(int sizeInBytes) { + return ByteBuffer.allocateDirect(sizeInBytes); + } } diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 8e3ce12..5b25c43 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -39,7 +39,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out IntWrapper outpos) { if (inlength == 0) return; - ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + ByteBuffer buf = makeBuffer(inlength * 8); buf.order(ByteOrder.LITTLE_ENDIAN); for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { final long val = in[k] & 0xFFFFFFFFL; // To be consistent with @@ -202,4 +202,14 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o inpos.set(p + (s!=0 ? 1 : 0)); } + /** + * Creates a new buffer of the requested size. + * + * In case you need a different way to allocate buffers, you can override this method + * with a custom behavior. The default implementation allocates a new Java direct + * {@link ByteBuffer} on each invocation. + */ + protected ByteBuffer makeBuffer(int sizeInBytes) { + return ByteBuffer.allocateDirect(sizeInBytes); + } } diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index 4352ebb..626954c 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -38,7 +38,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; int initoffset = 0; - ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + ByteBuffer buf = makeBuffer(inlength * 8); buf.order(ByteOrder.LITTLE_ENDIAN); for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { final long val = (in[k] - initoffset) & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ @@ -187,7 +187,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, return; int initoffset = initvalue.get(); initvalue.set(in[inpos.get()+inlength -1]); - ByteBuffer buf = ByteBuffer.allocateDirect(inlength * 8); + ByteBuffer buf = makeBuffer(inlength * 8); buf.order(ByteOrder.LITTLE_ENDIAN); for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { final long val = (in[k] - initoffset) & 0xFFFFFFFFL; // To be consistent with unsigned integers in C/C++ @@ -253,4 +253,14 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, inpos.set(p + (s!=0 ? 1 : 0)); } + /** + * Creates a new buffer of the requested size. + * + * In case you need a different way to allocate buffers, you can override this method + * with a custom behavior. The default implementation allocates a new Java direct + * {@link ByteBuffer} on each invocation. + */ + protected ByteBuffer makeBuffer(int sizeInBytes) { + return ByteBuffer.allocateDirect(sizeInBytes); + } } From d5bb308849f4d4bcd2f2a3860bc37c552e2573bc Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 3 Apr 2017 10:57:33 -0400 Subject: [PATCH 135/266] Excluding kamikaze from coverage --- pom.xml | 1 + 1 file changed, 1 insertion(+) diff --git a/pom.xml b/pom.xml index 7177854..8a7e83f 100644 --- a/pom.xml +++ b/pom.xml @@ -132,6 +132,7 @@ 0.7.8 + me/lemire/integercompression/Kamikaze com/kamikaze/pfordelta/* me/lemire/integercompression/benchmarktools/* From 1bee071241ba89684555840ab248ff2b50054604 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 3 Apr 2017 11:10:28 -0400 Subject: [PATCH 136/266] Adding GroupSimple9 to tests. --- src/test/java/me/lemire/integercompression/BasicTest.java | 1 + 1 file changed, 1 insertion(+) diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index cbdb60e..e88293e 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -27,6 +27,7 @@ public class BasicTest { new IntegratedVariableByte()), new JustCopy(), new VariableByte(), + new GroupSimple9(), new IntegratedVariableByte(), new Composition(new BinaryPacking(), new VariableByte()), new Composition(new NewPFD(), new VariableByte()), From 8b60b5d0ac6e8a75e2f727e03e198649273f79aa Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 3 Apr 2017 11:14:50 -0400 Subject: [PATCH 137/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.11 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 8a7e83f..1734447 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.11-SNAPSHOT + 0.1.11 jar 1.6 From 3d46796f4eecaa984e66e05b13b327193e99e575 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 3 Apr 2017 11:14:55 -0400 Subject: [PATCH 138/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 1734447..52dc4ca 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.11 + 0.1.12-SNAPSHOT jar 1.6 From 41b06d84995c1eb508b28ec27e56f7ce321fc51b Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 14 Aug 2017 16:13:57 -0400 Subject: [PATCH 139/266] Removing Oracle JDK 7 --- .travis.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.travis.yml b/.travis.yml index 49ed971..cdccaf3 100644 --- a/.travis.yml +++ b/.travis.yml @@ -1,7 +1,6 @@ language: java jdk: - - oraclejdk7 - oraclejdk8 install: true From 403cb6344ea6a112c814980beba04d6659d34bf7 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 22 Aug 2017 20:18:53 -0400 Subject: [PATCH 140/266] adding ref --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 02b0fb8..58adcd1 100644 --- a/README.md +++ b/README.md @@ -36,7 +36,7 @@ A modified version of the library is included in the search engine Terrier (http://terrier.org/). This libary is used by ClueWeb Tools (https://github.com/lintool/clueweb). -This library inspired a compression scheme used by Apache Lucene (e.g., see +This library inspired a compression scheme used by Apache Lucene and Apache Lucene.NET (e.g., see http://lucene.apache.org/core/4_6_1/core/org/apache/lucene/util/PForDeltaDocIdSet.html ). It is a java port of the fastpfor C++ library (https://github.com/lemire/FastPFor). From 0710f3a1f9ed7509eddd752878e272e7bfca4345 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 22 Aug 2017 20:26:51 -0400 Subject: [PATCH 141/266] adding ref --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 58adcd1..90ec5ce 100644 --- a/README.md +++ b/README.md @@ -34,7 +34,7 @@ The library is used in [LinkedIn Pinot](https://github.com/linkedin/pinot), a re Part of this library has been integrated in Parquet (http://parquet.io/). A modified version of the library is included in the search engine Terrier (http://terrier.org/). This libary is used by ClueWeb -Tools (https://github.com/lintool/clueweb). +Tools (https://github.com/lintool/clueweb). It is also used by [Apache NiFi](https://nifi.apache.org). This library inspired a compression scheme used by Apache Lucene and Apache Lucene.NET (e.g., see http://lucene.apache.org/core/4_6_1/core/org/apache/lucene/util/PForDeltaDocIdSet.html ). From b8fabb548a640e87e5841dd1bb1d1be84aaafc35 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 27 Sep 2017 12:04:42 -0400 Subject: [PATCH 142/266] ref --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 90ec5ce..b0d4f8e 100644 --- a/README.md +++ b/README.md @@ -190,7 +190,8 @@ http://dx.doi.org/10.1007/978-3-319-06028-6_30 We wrote several research papers documenting many of the CODECs implemented here: -* Daniel Lemire, Leonid Boytsov, Nathan Kurz, SIMD Compression and the Intersection of Sorted Integers, Software Practice & Experience (to appear) http://arxiv.org/abs/1401.6399 +* Daniel Lemire, Nathan Kurz, Christoph Rupp, Stream VByte: Faster Byte-Oriented Integer Compression, Information Processing Letters (to appear) https://arxiv.org/abs/1709.08990 +* Daniel Lemire, Leonid Boytsov, Nathan Kurz, SIMD Compression and the Intersection of Sorted Integers, Software Practice & Experience Volume 46, Issue 6, pages 723-749, June 2016 http://arxiv.org/abs/1401.6399 * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second through vectorization, Software Practice & Experience 45 (1), 2015. http://arxiv.org/abs/1209.2137 http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract * Jeff Plaisance, Nathan Kurz, Daniel Lemire, Vectorized VByte Decoding, International Symposium on Web Algorithms 2015, 2015. http://arxiv.org/abs/1503.07387 * Wayne Xin Zhao, Xudong Zhang, Daniel Lemire, Dongdong Shan, Jian-Yun Nie, Hongfei Yan, Ji-Rong Wen, A General SIMD-based Approach to Accelerating Compression Algorithms, ACM Transactions on Information Systems 33 (3), 2015. http://arxiv.org/abs/1502.01916 From 65d968259bdb1ef67069731dbc1ec77e2b171819 Mon Sep 17 00:00:00 2001 From: Bright Fulton Date: Sun, 12 Nov 2017 15:58:58 -0500 Subject: [PATCH 143/266] fix typo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b0d4f8e..acaaf83 100644 --- a/README.md +++ b/README.md @@ -98,7 +98,7 @@ We found no library that implemented state-of-the-art integer coding techniques such as Binary Packing, NewPFD, OptPFD, Variable Byte, Simple 9 and so on in Java. We wrote one. -Thread safery +Thread safety ---- Some codecs are thread-safe while others are not. From 2f28fc110cf9cc3de01710aa4550d3fa905f9c6d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 13 Dec 2017 10:22:08 -0500 Subject: [PATCH 144/266] Adding jdk9... --- .travis.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.travis.yml b/.travis.yml index cdccaf3..427b879 100644 --- a/.travis.yml +++ b/.travis.yml @@ -2,6 +2,7 @@ language: java jdk: - oraclejdk8 + - oraclejdk9 install: true From 9492f7d77970a96663180a4cb1dcadfc13f7c094 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Apr 2018 11:23:48 -0400 Subject: [PATCH 145/266] Fix for https://github.com/lemire/JavaFastPFOR/issues/41 --- .../SkippableComposition.java | 8 ++ .../differential/IntegratedBinaryPacking.java | 2 + .../differential/IntegratedVariableByte.java | 6 +- .../SkippableIntegratedComposition.java | 10 ++- .../lemire/integercompression/AdhocTest.java | 79 ++++++++++++++++++- 5 files changed, 100 insertions(+), 5 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/SkippableComposition.java b/src/main/java/me/lemire/integercompression/SkippableComposition.java index ed0f0de..a235c47 100644 --- a/src/main/java/me/lemire/integercompression/SkippableComposition.java +++ b/src/main/java/me/lemire/integercompression/SkippableComposition.java @@ -38,7 +38,12 @@ public SkippableComposition(SkippableIntegerCODEC f1, public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { int init = inpos.get(); + int outposInit = outpos.get(); F1.headlessCompress(in, inpos, inlength, out, outpos); + if (outpos.get() == outposInit) { + out[outposInit] = 0; + outpos.increment(); + } inlength -= inpos.get() - init; F2.headlessCompress(in, inpos, inlength, out, outpos); } @@ -48,6 +53,9 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o IntWrapper outpos, int num) { int init = inpos.get(); F1.headlessUncompress(in, inpos, inlength, out, outpos, num); + if (inpos.get() == init) { + inpos.increment(); + } inlength -= inpos.get() - init; num -= outpos.get(); F2.headlessUncompress(in, inpos, inlength, out, outpos, num); diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java index 0dd2a96..7e1c161 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java @@ -7,6 +7,7 @@ package me.lemire.integercompression.differential; +import me.lemire.integercompression.BitPacking; import me.lemire.integercompression.IntWrapper; import me.lemire.integercompression.Util; @@ -83,6 +84,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; int tmpoutpos = outpos.get(); + int initoffset = initvalue.get(); initvalue.set(in[inpos.get()+inlength -1]); int s = inpos.get(); diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index 626954c..918a900 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -229,18 +229,22 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num, IntWrapper initvalue) { int s = 0; int val = 0; + int p = inpos.get(); int initoffset = initvalue.get(); int tmpoutpos = outpos.get(); int finaloutpos = num + tmpoutpos; for (int v = 0, shift = 0; tmpoutpos < finaloutpos;) { + val = in[p]; - int c = val >>> s; + int c = (byte) (val >>> s); s += 8; p += s>>5; s = s & 31; v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos++] = (initoffset = initoffset + v); v = 0; shift = 0; diff --git a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java index 2dd79a4..09c4dd8 100644 --- a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java +++ b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java @@ -49,9 +49,11 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; final int init = inpos.get(); + int outposInit = outpos.get(); + F1.headlessCompress(in, inpos, inlength, out, outpos, initvalue); - if (outpos.get() == 0) { - out[0] = 0; + if (outpos.get() == outposInit) { + out[outposInit] = 0; outpos.increment(); } inlength -= inpos.get() - init; @@ -65,7 +67,11 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, return; int init = inpos.get(); F1.headlessUncompress(in, inpos, inlength, out, outpos,num,initvalue); + if (inpos.get() == init) { + inpos.increment(); + } inlength -= inpos.get() - init; + num -= outpos.get(); F2.headlessUncompress(in, inpos, inlength, out, outpos,num,initvalue); } diff --git a/src/test/java/me/lemire/integercompression/AdhocTest.java b/src/test/java/me/lemire/integercompression/AdhocTest.java index 5195fef..bced6c0 100644 --- a/src/test/java/me/lemire/integercompression/AdhocTest.java +++ b/src/test/java/me/lemire/integercompression/AdhocTest.java @@ -1,15 +1,90 @@ package me.lemire.integercompression; +import org.junit.Assert; import org.junit.Test; + +import me.lemire.integercompression.differential.*; + import static me.lemire.integercompression.TestUtils.*; +import java.util.Arrays; + /** * Collection of adhoc tests. */ @SuppressWarnings({ "static-method" }) -public class AdhocTest -{ +public class AdhocTest { + + + /** + * + */ + @Test + public void testIssue29() { + for(int x = 0; x < 64; x++) { + int[] a = {2, 3, 4, 5}; + int[] b = new int[90]; + int[] c = new int[a.length]; + IntegerCODEC codec = new Composition(new BinaryPacking(), new VariableByte()); + + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + codec.compress(a, aOffset, a.length, b, bOffset); + int len = bOffset.get() - x; + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + codec.uncompress(b, bOffset, len, c, cOffset); + Assert.assertArrayEquals(a,c); + } + } + + /** + * + */ + @Test + public void testIssue29b() { + for(int x = 0; x < 64; x++) { + int[] a = {2, 3, 4, 5}; + int[] b = new int[90]; + int[] c = new int[a.length]; + SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + codec.headlessCompress(a, aOffset, a.length, b, bOffset); + int len = bOffset.get() - x; + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + codec.headlessUncompress(b, bOffset, len, c, cOffset, a.length); + Assert.assertArrayEquals(a,c); + } + } + + /** + * + */ + @Test + public void testIssue41() { + for (int x = 0; x < 64; x++) { + int[] a = { 2, 3, 4, 5 }; + int[] b = new int[90]; + int[] c = new int[a.length]; + SkippableIntegratedIntegerCODEC codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()); + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + IntWrapper initValue = new IntWrapper(0); + + codec.headlessCompress(a, aOffset, a.length, b, bOffset, initValue); + int len = bOffset.get() - x; + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + initValue = new IntWrapper(0); + codec.headlessUncompress(b, bOffset, len, c, cOffset, a.length, initValue); + Assert.assertArrayEquals(a, c); + } + } + /** * a test */ From 2d510d9b7b16adc71f8603afd99bf515817a901d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Apr 2018 11:26:28 -0400 Subject: [PATCH 146/266] [maven-release-plugin] prepare release JavaFastPFOR-0.1.12 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 52dc4ca..e00649f 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.12-SNAPSHOT + 0.1.12 jar 1.6 From ffeea61ab2fdb3854da7b0a557f8d22d674477f4 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 9 Apr 2018 11:26:34 -0400 Subject: [PATCH 147/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index e00649f..7a36b12 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.12 + 0.1.13-SNAPSHOT jar 1.6 From 1d650e40f6ce3052042871161488971052c9fd32 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 4 Jul 2019 21:27:34 -0400 Subject: [PATCH 148/266] Update README.md --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index acaaf83..0fea928 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,9 @@ JavaFastPFOR: A simple integer compression library in Java [![Build Status](https://travis-ci.org/lemire/JavaFastPFOR.png)](https://travis-ci.org/lemire/JavaFastPFOR) [![][maven img]][maven] [![][license img]][license] [![docs-badge][]][docs] [![Coverage Status](https://coveralls.io/repos/github/lemire/JavaFastPFOR/badge.svg?branch=master)](https://coveralls.io/github/lemire/JavaFastPFOR?branch=master) +[![Code Quality: Cpp](https://img.shields.io/lgtm/grade/java/g/lemire/JavaFastPFOR.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/lemire/JavaFastPFOR/context:java) + + License ------- From 34e39a54d78e281f3ee713ee01b46303b23e2cd9 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 12 Oct 2020 20:51:30 +0000 Subject: [PATCH 149/266] Bump junit from 4.10 to 4.13.1 Bumps [junit](https://github.com/junit-team/junit4) from 4.10 to 4.13.1. - [Release notes](https://github.com/junit-team/junit4/releases) - [Changelog](https://github.com/junit-team/junit4/blob/main/doc/ReleaseNotes4.10.md) - [Commits](https://github.com/junit-team/junit4/compare/r4.10...r4.13.1) Signed-off-by: dependabot[bot] --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 7a36b12..cc309d9 100644 --- a/pom.xml +++ b/pom.xml @@ -45,7 +45,7 @@ junit junit - 4.10 + 4.13.1 test From 522ed5a716c09458d4dfd23e30b9a953eea4e8e9 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Tue, 21 Jun 2022 09:27:12 -0400 Subject: [PATCH 150/266] Update README.md --- README.md | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 0fea928..000695c 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,6 @@ JavaFastPFOR: A simple integer compression library in Java ========================================================== - -[![Build Status](https://travis-ci.org/lemire/JavaFastPFOR.png)](https://travis-ci.org/lemire/JavaFastPFOR) [![][maven img]][maven] [![][license img]][license] [![docs-badge][]][docs] -[![Coverage Status](https://coveralls.io/repos/github/lemire/JavaFastPFOR/badge.svg?branch=master)](https://coveralls.io/github/lemire/JavaFastPFOR?branch=master) + [![][maven img]][maven] [![][license img]][license] [![docs-badge][]][docs] [![Code Quality: Cpp](https://img.shields.io/lgtm/grade/java/g/lemire/JavaFastPFOR.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/lemire/JavaFastPFOR/context:java) @@ -53,7 +51,7 @@ Usage Really simple usage: -``` +```java IntegratedIntCompressor iic = new IntegratedIntCompressor(); int[] data = ... ; // to be compressed int[] compressed = iic.compress(data); // compressed array @@ -76,7 +74,7 @@ Maven central repository Using this code in your own project is easy with maven, just add the following code in your pom.xml file: - +```xml me.lemire.integercompression @@ -84,6 +82,7 @@ the following code in your pom.xml file: [0.1,) +``` Naturally, you should replace "version" by the version you desire. From 94190a3c06f9ea457680c68043588de54d916711 Mon Sep 17 00:00:00 2001 From: Mulugeta Mammo Date: Thu, 6 Oct 2022 20:04:32 +0000 Subject: [PATCH 151/266] Add a vector implementation for FastPFOR. This patch: - adds a vector implementation for FastPFOR and provides an example of usage. - modifies pom.xml and build.xml files to conditionally support Java Vector API use. - upgrades a few dependencies for compatibility with latest JDK versions. - adds an explanation on how to build JavaFastPFOR with vector support. Signed-off-by: Mulugeta Mammo --- README.md | 15 + build.xml | 10 + examples/vector/Example.java | 67 + examples/vector/README.md | 12 + pom.xml | 41 +- .../vector/VectorBitPacker.java | 12790 ++++++++++++++++ .../vector/VectorBitPackerTerse.java | 963 ++ .../vector/VectorFastPFOR.java | 361 + src/main/java/module-info.java | 8 + 9 files changed, 14260 insertions(+), 7 deletions(-) create mode 100644 examples/vector/Example.java create mode 100644 examples/vector/README.md create mode 100644 src/main/java/me/lemire/integercompression/vector/VectorBitPacker.java create mode 100644 src/main/java/me/lemire/integercompression/vector/VectorBitPackerTerse.java create mode 100644 src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java create mode 100644 src/main/java/module-info.java diff --git a/README.md b/README.md index 000695c..46f771d 100644 --- a/README.md +++ b/README.md @@ -67,6 +67,10 @@ in sorted orders and use differential coding (they compress deltas). They can be found in the package me.lemire.integercompression.differential. Most others do not. +The Java Team at Intel (R) introduced the vector implementation for FastPFOR +based on the Java Vector API that showed significant gains over the +non-vectorized implementation. For an example usage, see +examples/vector/Example.java. The feature requires JDK 19+. Maven central repository ------------------------ @@ -123,6 +127,7 @@ with contributions by * Di Wu, http://www.facebook.com/diwu1989 * Stefan Ackermann, https://github.com/Stivo * Samit Roy, https://github.com/roysamit +* Mulugeta Mammo, https://github.com/mulugetam (for VectorFastPFOR) How does it compare to the Kamikaze PForDelta library? ------------------------------------------------------ @@ -161,7 +166,17 @@ Speed is always reported in millions of integers per second. For Maven users --------------- +If you are running JDK 19+ + +``` mvn compile +``` + +If you are running earlier versions of JDK + +``` +mvn compiler:compile@default-compile +``` mvn exec:java diff --git a/build.xml b/build.xml index 974a14c..d02cddd 100644 --- a/build.xml +++ b/build.xml @@ -8,6 +8,16 @@ + + + + + + + + + + diff --git a/examples/vector/Example.java b/examples/vector/Example.java new file mode 100644 index 0000000..e8d2455 --- /dev/null +++ b/examples/vector/Example.java @@ -0,0 +1,67 @@ +// Copyright (C) 2022 Intel Corporation + +// SPDX-License-Identifier: Apache-2.0 + +import java.util.Arrays; +import me.lemire.integercompression.FastPFOR; +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.Composition; +import me.lemire.integercompression.IntegerCODEC; +import me.lemire.integercompression.VariableByte; +import me.lemire.integercompression.vector.VectorFastPFOR; + +public class Example { + public static void main(String[] args) { + if (args.length == 0) + throw new IllegalArgumentException(); + + // pass 0 for Vector compressor , non-zero for default compressor + int compressorToUse = Integer.parseInt(args[0]); + + final int N = 1310720; + int[] data = new int[N]; + + // 2-bit data + for (int k = 0; k < N; k += 1) + data[k] = 3; + + // a few large values + for (int k = 0; k < N; k += 5) + data[k] = 100; + for (int k = 0; k < N; k += 533) + data[k] = 10000; + + int[] compressed = new int[N + 1024]; + + IntegerCODEC codec = new Composition( + compressorToUse == 0 ? new VectorFastPFOR() : new FastPFOR(), + new VariableByte()); + + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + + codec.compress(data, inputoffset, data.length, compressed, outputoffset); + + System.out.println("compressed unsorted integers from " + + data.length * 4 / 1024 + "KB to " + + outputoffset.intValue() * 4 / 1024 + "KB"); + + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + int[] recovered = new int[N]; + IntWrapper recoffset = new IntWrapper(0); + + codec.uncompress(compressed, new IntWrapper(0), compressed.length, + recovered, recoffset); + + System.out.println("compressed length = " + compressed.length + + ", uncompressed length = " + recoffset.intValue()); + + if (Arrays.equals(data, recovered)) + System.out.println("data is recovered without loss"); + else + throw new RuntimeException("bug"); // could use assert + + System.out.println(); + } +} diff --git a/examples/vector/README.md b/examples/vector/README.md new file mode 100644 index 0000000..cbcbfeb --- /dev/null +++ b/examples/vector/README.md @@ -0,0 +1,12 @@ +Compile +------- +``` +javac -cp Example.java +``` + +Run +--- +``` +java --add-modules jdk.incubator.vector -cp Example 0 +``` + diff --git a/pom.xml b/pom.xml index 7a36b12..551e508 100644 --- a/pom.xml +++ b/pom.xml @@ -5,8 +5,8 @@ 0.1.13-SNAPSHOT jar - 1.6 - 1.6 + 1.7 + 1.7 UTF-8 @@ -60,6 +60,36 @@ + + org.apache.maven.plugins + maven-compiler-plugin + 3.8.0 + + + default-compile + compile + + compile + + + + me/lemire/integercompression/vector/* + module-info.java + + + + + vector-fastpfor + compile + + compile + + + 19 + + + + org.apache.felix maven-bundle-plugin @@ -78,9 +108,6 @@ 1.1 me.lemire.integercompression.benchmarktools.Benchmark - @@ -100,7 +127,7 @@ org.apache.maven.plugins maven-javadoc-plugin - 2.8 + 3.0.0 com.kamikaze.pfordelta:me.lemire.integercompression.benchmarktools @@ -129,7 +156,7 @@ org.jacoco jacoco-maven-plugin - 0.7.8 + 0.8.8 me/lemire/integercompression/Kamikaze diff --git a/src/main/java/me/lemire/integercompression/vector/VectorBitPacker.java b/src/main/java/me/lemire/integercompression/vector/VectorBitPacker.java new file mode 100644 index 0000000..9b2e1ca --- /dev/null +++ b/src/main/java/me/lemire/integercompression/vector/VectorBitPacker.java @@ -0,0 +1,12790 @@ +// Copyright (C) 2022 Intel Corporation + +// SPDX-License-Identifier: Apache-2.0 + +package me.lemire.integercompression.vector; + +import java.util.Arrays; +import jdk.incubator.vector.*; + +/** + * Vectorized bitpacking routines. This class is a version of the + * VectorBitPackerTerse class that with less branch instructions. + * + * The code is machine generated from VectorBitPackerTerse.java using helper + * classes. + * + */ +public class VectorBitPacker { + private static final VectorSpecies SPECIES_512 = + IntVector.SPECIES_512; + private static final VectorSpecies SPECIES_256 = + IntVector.SPECIES_256; + private static final int VLEN_512 = 16; + private static final int VLEN_256 = 8; + private static final int BLOCK_SIZE = 256; + + private static final IntVector MASK_1 = + IntVector.broadcast(SPECIES_256, (1 << 1) - 1); + private static final IntVector MASK_2 = + IntVector.broadcast(SPECIES_512, (1 << 2) - 1); + private static final IntVector MASK_3 = + IntVector.broadcast(SPECIES_256, (1 << 3) - 1); + private static final IntVector MASK_4 = + IntVector.broadcast(SPECIES_512, (1 << 4) - 1); + private static final IntVector MASK_5 = + IntVector.broadcast(SPECIES_256, (1 << 5) - 1); + private static final IntVector MASK_6 = + IntVector.broadcast(SPECIES_512, (1 << 6) - 1); + private static final IntVector MASK_7 = + IntVector.broadcast(SPECIES_256, (1 << 7) - 1); + private static final IntVector MASK_8 = + IntVector.broadcast(SPECIES_512, (1 << 8) - 1); + private static final IntVector MASK_9 = + IntVector.broadcast(SPECIES_256, (1 << 9) - 1); + private static final IntVector MASK_10 = + IntVector.broadcast(SPECIES_512, (1 << 10) - 1); + private static final IntVector MASK_11 = + IntVector.broadcast(SPECIES_256, (1 << 11) - 1); + private static final IntVector MASK_12 = + IntVector.broadcast(SPECIES_512, (1 << 12) - 1); + private static final IntVector MASK_13 = + IntVector.broadcast(SPECIES_256, (1 << 13) - 1); + private static final IntVector MASK_14 = + IntVector.broadcast(SPECIES_512, (1 << 14) - 1); + private static final IntVector MASK_15 = + IntVector.broadcast(SPECIES_256, (1 << 15) - 1); + private static final IntVector MASK_16 = + IntVector.broadcast(SPECIES_512, (1 << 16) - 1); + private static final IntVector MASK_17 = + IntVector.broadcast(SPECIES_256, (1 << 17) - 1); + private static final IntVector MASK_18 = + IntVector.broadcast(SPECIES_512, (1 << 18) - 1); + private static final IntVector MASK_19 = + IntVector.broadcast(SPECIES_256, (1 << 19) - 1); + private static final IntVector MASK_20 = + IntVector.broadcast(SPECIES_512, (1 << 20) - 1); + private static final IntVector MASK_21 = + IntVector.broadcast(SPECIES_256, (1 << 21) - 1); + private static final IntVector MASK_22 = + IntVector.broadcast(SPECIES_512, (1 << 22) - 1); + private static final IntVector MASK_23 = + IntVector.broadcast(SPECIES_256, (1 << 23) - 1); + private static final IntVector MASK_24 = + IntVector.broadcast(SPECIES_512, (1 << 24) - 1); + private static final IntVector MASK_25 = + IntVector.broadcast(SPECIES_256, (1 << 25) - 1); + private static final IntVector MASK_26 = + IntVector.broadcast(SPECIES_512, (1 << 26) - 1); + private static final IntVector MASK_27 = + IntVector.broadcast(SPECIES_256, (1 << 27) - 1); + private static final IntVector MASK_28 = + IntVector.broadcast(SPECIES_512, (1 << 28) - 1); + private static final IntVector MASK_29 = + IntVector.broadcast(SPECIES_256, (1 << 29) - 1); + private static final IntVector MASK_30 = + IntVector.broadcast(SPECIES_512, (1 << 30) - 1); + private static final IntVector MASK_31 = + IntVector.broadcast(SPECIES_256, (1 << 31) - 1); + + /** + * Pack 32 integers + * + * @param in + * source array + * @param inpos + * position in source array + * @param out + * output array + * @param outpos + * position in output array + * @param b + * number of bits to use per integer + */ + public static void fastpack(final int[] in, int inpos, final int[] out, + int outpos, int b) { + switch (b) { + case 0: + break; + case 1: + fastpack1(in, inpos, out, outpos); + break; + case 2: + fastpack2(in, inpos, out, outpos); + break; + case 3: + fastpack3(in, inpos, out, outpos); + break; + case 4: + fastpack4(in, inpos, out, outpos); + break; + case 5: + fastpack5(in, inpos, out, outpos); + break; + case 6: + fastpack6(in, inpos, out, outpos); + break; + case 7: + fastpack7(in, inpos, out, outpos); + break; + case 8: + fastpack8(in, inpos, out, outpos); + break; + case 9: + fastpack9(in, inpos, out, outpos); + break; + case 10: + fastpack10(in, inpos, out, outpos); + break; + case 11: + fastpack11(in, inpos, out, outpos); + break; + case 12: + fastpack12(in, inpos, out, outpos); + break; + case 13: + fastpack13(in, inpos, out, outpos); + break; + case 14: + fastpack14(in, inpos, out, outpos); + break; + case 15: + fastpack15(in, inpos, out, outpos); + break; + case 16: + fastpack16(in, inpos, out, outpos); + break; + case 17: + fastpack17(in, inpos, out, outpos); + break; + case 18: + fastpack18(in, inpos, out, outpos); + break; + case 19: + fastpack19(in, inpos, out, outpos); + break; + case 20: + fastpack20(in, inpos, out, outpos); + break; + case 21: + fastpack21(in, inpos, out, outpos); + break; + case 22: + fastpack22(in, inpos, out, outpos); + break; + case 23: + fastpack23(in, inpos, out, outpos); + break; + case 24: + fastpack24(in, inpos, out, outpos); + break; + case 25: + fastpack25(in, inpos, out, outpos); + break; + case 26: + fastpack26(in, inpos, out, outpos); + break; + case 27: + fastpack27(in, inpos, out, outpos); + break; + case 28: + fastpack28(in, inpos, out, outpos); + break; + case 29: + fastpack29(in, inpos, out, outpos); + break; + case 30: + fastpack30(in, inpos, out, outpos); + break; + case 31: + fastpack31(in, inpos, out, outpos); + break; + case 32: + System.arraycopy(in, inpos, out, outpos, BLOCK_SIZE); + break; + } + } + + static void fastpackNoMask(final int[] in, int inpos, final int[] out, + int outpos, int b) { + switch (b) { + case 0: + break; + case 1: + fastpackNoMask1(in, inpos, out, outpos); + break; + case 2: + fastpackNoMask2(in, inpos, out, outpos); + break; + case 3: + fastpackNoMask3(in, inpos, out, outpos); + break; + case 4: + fastpackNoMask4(in, inpos, out, outpos); + break; + case 5: + fastpackNoMask5(in, inpos, out, outpos); + break; + case 6: + fastpackNoMask6(in, inpos, out, outpos); + break; + case 7: + fastpackNoMask7(in, inpos, out, outpos); + break; + case 8: + fastpackNoMask8(in, inpos, out, outpos); + break; + case 9: + fastpackNoMask9(in, inpos, out, outpos); + break; + case 10: + fastpackNoMask10(in, inpos, out, outpos); + break; + case 11: + fastpackNoMask11(in, inpos, out, outpos); + break; + case 12: + fastpackNoMask12(in, inpos, out, outpos); + break; + case 13: + fastpackNoMask13(in, inpos, out, outpos); + break; + case 14: + fastpackNoMask14(in, inpos, out, outpos); + break; + case 15: + fastpackNoMask15(in, inpos, out, outpos); + break; + case 16: + fastpackNoMask16(in, inpos, out, outpos); + break; + case 17: + fastpackNoMask17(in, inpos, out, outpos); + break; + case 18: + fastpackNoMask18(in, inpos, out, outpos); + break; + case 19: + fastpackNoMask19(in, inpos, out, outpos); + break; + case 20: + fastpackNoMask20(in, inpos, out, outpos); + break; + case 21: + fastpackNoMask21(in, inpos, out, outpos); + break; + case 22: + fastpackNoMask22(in, inpos, out, outpos); + break; + case 23: + fastpackNoMask23(in, inpos, out, outpos); + break; + case 24: + fastpackNoMask24(in, inpos, out, outpos); + break; + case 25: + fastpackNoMask25(in, inpos, out, outpos); + break; + case 26: + fastpackNoMask26(in, inpos, out, outpos); + break; + case 27: + fastpackNoMask27(in, inpos, out, outpos); + break; + case 28: + fastpackNoMask28(in, inpos, out, outpos); + break; + case 29: + fastpackNoMask29(in, inpos, out, outpos); + break; + case 30: + fastpackNoMask30(in, inpos, out, outpos); + break; + case 31: + fastpackNoMask31(in, inpos, out, outpos); + break; + case 32: + System.arraycopy(in, inpos, out, outpos, BLOCK_SIZE); + break; + } + } + + /** + * Unpack 32 integers + * + * @param in + * source array + * @param inpos + * position in source array + * @param out + * output array + * @param outpos + * position in output array + * @param b + * number of bits to use per integer + */ + public static void fastunpack(final int[] in, int inpos, final int[] out, + int outpos, int b) { + switch (b) { + case 0: + Arrays.fill(out, outpos, outpos + 256, 0); + break; + case 1: + fastunpack1(in, inpos, out, outpos); + break; + case 2: + fastunpack2(in, inpos, out, outpos); + break; + case 3: + fastunpack3(in, inpos, out, outpos); + break; + case 4: + fastunpack4(in, inpos, out, outpos); + break; + case 5: + fastunpack5(in, inpos, out, outpos); + break; + case 6: + fastunpack6(in, inpos, out, outpos); + break; + case 7: + fastunpack7(in, inpos, out, outpos); + break; + case 8: + fastunpack8(in, inpos, out, outpos); + break; + case 9: + fastunpack9(in, inpos, out, outpos); + break; + case 10: + fastunpack10(in, inpos, out, outpos); + break; + case 11: + fastunpack11(in, inpos, out, outpos); + break; + case 12: + fastunpack12(in, inpos, out, outpos); + break; + case 13: + fastunpack13(in, inpos, out, outpos); + break; + case 14: + fastunpack14(in, inpos, out, outpos); + break; + case 15: + fastunpack15(in, inpos, out, outpos); + break; + case 16: + fastunpack16(in, inpos, out, outpos); + break; + case 17: + fastunpack17(in, inpos, out, outpos); + break; + case 18: + fastunpack18(in, inpos, out, outpos); + break; + case 19: + fastunpack19(in, inpos, out, outpos); + break; + case 20: + fastunpack20(in, inpos, out, outpos); + break; + case 21: + fastunpack21(in, inpos, out, outpos); + break; + case 22: + fastunpack22(in, inpos, out, outpos); + break; + case 23: + fastunpack23(in, inpos, out, outpos); + break; + case 24: + fastunpack24(in, inpos, out, outpos); + break; + case 25: + fastunpack25(in, inpos, out, outpos); + break; + case 26: + fastunpack26(in, inpos, out, outpos); + break; + case 27: + fastunpack27(in, inpos, out, outpos); + break; + case 28: + fastunpack28(in, inpos, out, outpos); + break; + case 29: + fastunpack29(in, inpos, out, outpos); + break; + case 30: + fastunpack30(in, inpos, out, outpos); + break; + case 31: + fastunpack31(in, inpos, out, outpos); + break; + case 32: + System.arraycopy(in, inpos, out, outpos, BLOCK_SIZE); + break; + } + } + + public static int slowpack(final int[] in, int inpos, int inlen, + final int[] out, int outpos, int b) { + if (inlen == 0) + return outpos; + if (b == 32) { + System.arraycopy(in, inpos, out, outpos, inlen); + return outpos + inlen; + } + int mask = (1 << b) - 1; + int c = 0; + int l = 0; + int r = 0; + int val = 0; + for (int i = 0; i < inlen; i++) { + val = in[inpos + i] & mask; + out[outpos] |= val << (c + r); + c += b; + l = (32 - r) % b; + if (c + r >= 32) { + if (i < inlen - 1 || l != 0) + outpos++; + r = l == 0 ? 0 : b - l; + if (l != 0) + out[outpos] = val >> (b - r); + c = 0; + } + } + return outpos; + } + + public static int slowunpack(final int[] in, int inpos, final int[] out, + int outpos, int outlen, int b) { + if (outlen == 0) { + return inpos; + } + if (b == 32) { + System.arraycopy(in, inpos, out, outpos, outlen); + return inpos + outlen; + } + int mask = (1 << b) - 1; + int limit = outpos + outlen; + int r = 0; + int val = 0; + int i = 0; + for (; outpos < limit; i++) { + if (r > 0) + out[outpos++] = + (val >>> (32 - (b - r))) | ((in[inpos + i] << (b - r)) & mask); + val = in[inpos + i]; + int j = 0; + int l = 32 - r; + int ll = l % b == 0 ? l : l - b; + while (j < ll && outpos < limit) { + out[outpos++] = (val >> (j + r)) & mask; + j += b; + } + r = l % b == 0 ? 0 : b - (l % b); + } + return inpos + i; + } + + public static int numCompressedInts(int n, int b) { + int width = b % 2 == 0 ? VLEN_512 : VLEN_256; + if (n <= width) + return n; + int intsPerVec = (32 / b) * width; + int q = (n + intsPerVec - 1) / intsPerVec; + return q * width; + } + + private static void fastpack1(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_1); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 21).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 23).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 25).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 26).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 27).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 28).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 29).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 30).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_1).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack2(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_2); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 26).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 28).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_2).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack3(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_3); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 21).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 27).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 25).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 28).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 23).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 26).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_3).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack4(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_4); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_4).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack5(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_5); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 25).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 23).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 21).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 26).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_5).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack6(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_6); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_6).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack7(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_7); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 21).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 23).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_7).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack8(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_8); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_8).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack9(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_9); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 21).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_9).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack10(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_10); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_10).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack11(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_11); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_11).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack12(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_12); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_12).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack13(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_13); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_13).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack14(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_14); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_14).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack15(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_15); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_15).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack16(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_16); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_16).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_16).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_16).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_16).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_16).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_16).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_16).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_16).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack17(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_17); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_17).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack18(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_18); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_18).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack19(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_19); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_19).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack20(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_20); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_20).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack21(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_21); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_21).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack22(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_22); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_22).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack23(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_23); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_23).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack24(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_24); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_24).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack25(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_25); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_25).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack26(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_26); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_26).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack27(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_27); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 26); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_27).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack28(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_28); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_28).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_28).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack29(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_29); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 28); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHR, 26); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_29).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack30(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(MASK_30); + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHR, 28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.and(MASK_30).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpack31(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(MASK_31); + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 26); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 28); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHR, 30); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.and(MASK_31).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask1(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask2(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask3(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask4(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask5(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask6(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask7(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask8(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask9(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask10(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask11(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask12(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask13(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask14(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask15(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask16(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask17(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask18(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask19(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask20(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask21(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask22(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask23(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask24(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask25(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask26(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask27(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask28(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.or(oV); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask29(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask30(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastpackNoMask31(final int[] in, int inpos, + final int[] out, int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.lanewise(VectorOperators.LSHL, 31).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 1); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 248); + oV = iV.lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + } + + private static void fastunpack1(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 13).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 15).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 17).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 19).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 21).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 22).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 23).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 25).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 26).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 27).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 28).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 29).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 30).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 31).and(MASK_1).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack2(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 22).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 26).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 28).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 30).and(MASK_2).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack3(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 15).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 21).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 27).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 13).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 19).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 22).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 25).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 28).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_3); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 17).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 23).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 26).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 29).and(MASK_3).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack4(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 28).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.and(MASK_4); + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xf).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 28).and(MASK_4).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack5(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 15).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 25).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 13).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 23).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 21).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 26).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 19).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_5); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 17).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 22).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 27).and(MASK_5).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack6(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 22).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_6); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 26).and(MASK_6).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack7(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 21).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 17).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 13).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 23).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 19).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 15).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 22).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_7); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 25).and(MASK_7).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack8(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.and(MASK_8); + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0xff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0xff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 24).and(MASK_8).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack9(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 13).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 22).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 17).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 21).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 15).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 19).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_9); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 23).and(MASK_9).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack10(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_10); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 22).and(MASK_10).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack11(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 13).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 15).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 17).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 19).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_11); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 21).and(MASK_11).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack12(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0xfff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_12); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 20).and(MASK_12).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack13(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 13).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 15).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 17).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(0x7ff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_13); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 19).and(MASK_13).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack14(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_14).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_14).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_14).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_14).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_14).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_14).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_14).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_14).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_14); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_14).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 18).and(MASK_14).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack15(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 15).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(0x1fff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 13).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0x7ff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19).and(MASK_15); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 17).and(MASK_15).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack16(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_16).intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_16).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.and(MASK_16); + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_16).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0xffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_16).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0xffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_16).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(0xffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_16).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(0xffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_16).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(0xffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_16).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(0xffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 16).and(MASK_16).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack17(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 17).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(0x7ff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(0x1fff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 13).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_17); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(0x7fff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 15).and(MASK_17).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack18(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_18).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_18).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_18).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_18).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_18).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_18).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_18).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_18); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 14).and(MASK_18).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack19(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 19).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0x3ffff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(0x7ff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0x1ffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(0x7fff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_19); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(0x1fff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 13).and(MASK_19).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack20(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_20).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_20).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_20).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_20).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(0xfffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_20).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_20).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_20); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 12).and(MASK_20).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack21(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 21).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0x7ffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0x3ffff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0x1ffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(0x7fff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(0x1fff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_21); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(0x7ff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 11).and(MASK_21).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack22(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_22).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_22).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 14).and(MASK_22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_22).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_22).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(0x3ffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_22).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_22); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 10).and(MASK_22).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack23(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_23).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_23).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0x7ffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_23).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0x7fff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_23).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(0x7ff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_23).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_23).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(0x1fffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_23).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(0x1ffff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_23).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(0x3fffff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(0x1fff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_23).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(0x3ffff).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_23); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 9).and(MASK_23).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack24(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_24).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_24).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0xffffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_24).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(0xffffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_24).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(0xffffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_24); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 8).and(MASK_24).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack25(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_25).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(0x3ffff).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0x7ff).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_25).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0x3fffff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(0x7fff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_25).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0x7ffff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_25).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(0x7fffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_25).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(0x1fff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_25).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(0xffffff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(0x1ffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_25).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(0x1fffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14).and(MASK_25); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 7).and(MASK_25).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack26(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_26).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 14).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_26).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(0x3fffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 10).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_26).intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(0xffffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(0x3ffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_26); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 6).and(MASK_26).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack27(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_27).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(0x3fffff).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0x1ffff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_27).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0xffffff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(0x7ffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_27).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(0x3ffffff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(0x1fffff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(0x7ff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_27).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(0x7fffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(0x3ffff).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(0x1fff).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_27).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(0x1ffffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(0x7fff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10).and(MASK_27); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 5).and(MASK_27).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack28(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_28).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xffffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_28).intoArray(out, outpos); + outpos += VLEN_512; + + oV = oV.zero(SPECIES_512); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(0xfffffff).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(0xffffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8).and(MASK_28); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 4).and(MASK_28).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack29(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_29).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(0x3ffffff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0x7fffff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0x1ffff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0x7ff).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_29).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(0xfffffff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(0x1ffffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(0x3fffff).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(0x7ffff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(0x1fff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_29).intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(0x7ffffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(0xffffff).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(0x1fffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(0x3ffff).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(0x7fff).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6).and(MASK_29); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 3).and(MASK_29).intoArray(out, outpos); + outpos += VLEN_256; + } + + private static void fastunpack30(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + iV.and(MASK_30).intoArray(out, outpos); + outpos += VLEN_512; + + var oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 16); + oV = iV.and(0xfffffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 32); + oV = iV.and(0x3ffffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 48); + oV = iV.and(0xffffff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 64); + oV = iV.and(0x3fffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 80); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 96); + oV = iV.and(0x3ffff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 112); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 128); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 14).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 144); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 160); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 10).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 176); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 8).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 192); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 6).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 208); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + oV = iV.lanewise(VectorOperators.LSHR, 4).and(MASK_30); + + iV = IntVector.fromArray(SPECIES_512, in, inpos + 224); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_512; + + iV.lanewise(VectorOperators.LSHR, 2).and(MASK_30).intoArray(out, outpos); + outpos += VLEN_512; + } + + private static void fastunpack31(final int[] in, int inpos, final int[] out, + int outpos) { + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + iV.and(MASK_31).intoArray(out, outpos); + outpos += VLEN_256; + + var oV = iV.lanewise(VectorOperators.LSHR, 31).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 8); + oV = iV.and(0x3fffffff).lanewise(VectorOperators.LSHL, 1).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 30).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 16); + oV = iV.and(0x1fffffff).lanewise(VectorOperators.LSHL, 2).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 29).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 24); + oV = iV.and(0xfffffff).lanewise(VectorOperators.LSHL, 3).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 28).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 32); + oV = iV.and(0x7ffffff).lanewise(VectorOperators.LSHL, 4).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 27).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 40); + oV = iV.and(0x3ffffff).lanewise(VectorOperators.LSHL, 5).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 26).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 48); + oV = iV.and(0x1ffffff).lanewise(VectorOperators.LSHL, 6).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 25).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 56); + oV = iV.and(0xffffff).lanewise(VectorOperators.LSHL, 7).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 24).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 64); + oV = iV.and(0x7fffff).lanewise(VectorOperators.LSHL, 8).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 23).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 72); + oV = iV.and(0x3fffff).lanewise(VectorOperators.LSHL, 9).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 22).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 80); + oV = iV.and(0x1fffff).lanewise(VectorOperators.LSHL, 10).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 21).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 88); + oV = iV.and(0xfffff).lanewise(VectorOperators.LSHL, 11).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 20).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 96); + oV = iV.and(0x7ffff).lanewise(VectorOperators.LSHL, 12).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 19).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 104); + oV = iV.and(0x3ffff).lanewise(VectorOperators.LSHL, 13).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 18).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 112); + oV = iV.and(0x1ffff).lanewise(VectorOperators.LSHL, 14).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 17).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 120); + oV = iV.and(0xffff).lanewise(VectorOperators.LSHL, 15).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 16).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 128); + oV = iV.and(0x7fff).lanewise(VectorOperators.LSHL, 16).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 15).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 136); + oV = iV.and(0x3fff).lanewise(VectorOperators.LSHL, 17).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 14).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 144); + oV = iV.and(0x1fff).lanewise(VectorOperators.LSHL, 18).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 13).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 152); + oV = iV.and(0xfff).lanewise(VectorOperators.LSHL, 19).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 12).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 160); + oV = iV.and(0x7ff).lanewise(VectorOperators.LSHL, 20).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 11).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 168); + oV = iV.and(0x3ff).lanewise(VectorOperators.LSHL, 21).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 10).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 176); + oV = iV.and(0x1ff).lanewise(VectorOperators.LSHL, 22).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 9).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 184); + oV = iV.and(0xff).lanewise(VectorOperators.LSHL, 23).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 8).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 192); + oV = iV.and(0x7f).lanewise(VectorOperators.LSHL, 24).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 7).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 200); + oV = iV.and(0x3f).lanewise(VectorOperators.LSHL, 25).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 6).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 208); + oV = iV.and(0x1f).lanewise(VectorOperators.LSHL, 26).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 5).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 216); + oV = iV.and(0xf).lanewise(VectorOperators.LSHL, 27).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 4).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 224); + oV = iV.and(7).lanewise(VectorOperators.LSHL, 28).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 3).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 232); + oV = iV.and(3).lanewise(VectorOperators.LSHL, 29).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + oV = iV.lanewise(VectorOperators.LSHR, 2).and(MASK_31); + + iV = IntVector.fromArray(SPECIES_256, in, inpos + 240); + oV = iV.and(1).lanewise(VectorOperators.LSHL, 30).or(oV); + + oV.intoArray(out, outpos); + outpos += VLEN_256; + + iV.lanewise(VectorOperators.LSHR, 1).and(MASK_31).intoArray(out, outpos); + outpos += VLEN_256; + } +} diff --git a/src/main/java/me/lemire/integercompression/vector/VectorBitPackerTerse.java b/src/main/java/me/lemire/integercompression/vector/VectorBitPackerTerse.java new file mode 100644 index 0000000..62a8cc7 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/vector/VectorBitPackerTerse.java @@ -0,0 +1,963 @@ +// Copyright (C) 2022 Intel Corporation + +// SPDX-License-Identifier: Apache-2.0 + +package me.lemire.integercompression.vector; + +import java.util.Arrays; +import jdk.incubator.vector.*; + +/** + * This is a readable but less efficient version of the VectorBitPacker class. + * + */ +public class VectorBitPackerTerse { + static final VectorSpecies SPECIES_512 = IntVector.SPECIES_512; + static final VectorSpecies SPECIES_256 = IntVector.SPECIES_256; + static final int VLEN_512 = 16; + static final int VLEN_256 = 8; + static final int BLOCK_SIZE = 256; + + private static void fastpackOddBit(final int[] in, int inpos, final int[] out, + int outpos, int b, final int[] ho, + final int[] lc) { + final int mask = (1 << b) - 1; + final int N = 31 / b; + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV.and(mask); + int n = 1; + for (; n <= N; n++) { + iV = IntVector.fromArray(SPECIES_256, in, inpos + n * VLEN_256); + oV = iV.and(mask).lanewise(VectorOperators.LSHL, b * n).or(oV); + } + oV.intoArray(out, outpos); + outpos += VLEN_256; + + final int L = b - 1; + for (int i = 0; i < L; i++) { + oV = iV.and(mask).lanewise(VectorOperators.LSHR, ho[i]); + for (int j = 0; j < lc[i]; j++) { + iV = IntVector.fromArray(SPECIES_256, in, inpos + n * VLEN_256); + oV = iV.and(mask) + .lanewise(VectorOperators.LSHL, b * j + (b - ho[i])) + .or(oV); + n++; + } + oV.intoArray(out, outpos); + outpos += VLEN_256; + } + } + + private static void fastpackOddBitNoMask(final int[] in, int inpos, + final int[] out, int outpos, int b, + final int[] ho, final int[] lc) { + final int N = 31 / b; + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + var oV = iV; + int n = 1; + for (; n <= N; n++) { + iV = IntVector.fromArray(SPECIES_256, in, inpos + n * VLEN_256); + oV = iV.lanewise(VectorOperators.LSHL, b * n).or(oV); + } + oV.intoArray(out, outpos); + outpos += VLEN_256; + + final int L = b - 1; + for (int i = 0; i < L; i++) { + oV = iV.lanewise(VectorOperators.LSHR, ho[i]); + for (int j = 0; j < lc[i]; j++) { + iV = IntVector.fromArray(SPECIES_256, in, inpos + n * VLEN_256); + oV = iV.lanewise(VectorOperators.LSHL, b * j + (b - ho[i])).or(oV); + n++; + } + oV.intoArray(out, outpos); + outpos += VLEN_256; + } + } + + private static void fastUnpackOddBit(final int[] in, int inpos, + final int[] out, int outpos, int b, + final int[] lo, int[] masks, int[] lc) { + final int mask = (1 << b) - 1; + final int N = 32 / b; + var iV = IntVector.fromArray(SPECIES_256, in, inpos); + int n = 0; + for (; n < N; n++) { + iV.lanewise(VectorOperators.LSHR, b * n).and(mask).intoArray(out, outpos); + outpos += VLEN_256; + } + var oV = iV.lanewise(VectorOperators.LSHR, b * n).and(mask); + + final int L = b - 1; + for (int i = 0; i < L; i++) { + iV = IntVector.fromArray(SPECIES_256, in, inpos + (i + 1) * VLEN_256); + oV = iV.and(masks[i]).lanewise(VectorOperators.LSHL, b - lo[i]).or(oV); + oV.intoArray(out, outpos); + outpos += VLEN_256; + int j = 0; + for (; j < lc[i]; j++) { + iV.lanewise(VectorOperators.LSHR, b * j + lo[i]) + .and(mask) + .intoArray(out, outpos); + outpos += VLEN_256; + n++; + } + oV = iV.lanewise(VectorOperators.LSHR, b * j + lo[i]).and(mask); + } + } + + private static void fastpackEvenBit(final int[] in, int inpos, + final int[] out, int outpos, int b, + final int[] ho, final int[] lc) { + final int mask = (1 << b) - 1; + final int N = 32 % b == 0 ? (32 / b) - 1 : 32 / b; + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV.and(mask); + int n = 1; + for (; n <= N; n++) { + iV = IntVector.fromArray(SPECIES_512, in, inpos + n * VLEN_512); + oV = iV.and(mask).lanewise(VectorOperators.LSHL, b * n).or(oV); + } + oV.intoArray(out, outpos); + outpos += VLEN_512; + + final int L = (b >>> 1) - 1; + for (int i = 0; i < L; i++) { + if (ho[i] != b) + oV = iV.and(mask).lanewise(VectorOperators.LSHR, ho[i]); + else + oV = oV.zero(SPECIES_512); + for (int j = 0; j < lc[i]; j++) { + iV = IntVector.fromArray(SPECIES_512, in, inpos + n * VLEN_512); + oV = iV.and(mask) + .lanewise(VectorOperators.LSHL, b * j + (b - ho[i])) + .or(oV); + n++; + } + oV.intoArray(out, outpos); + outpos += VLEN_512; + } + } + + private static void fastpackEvenBitNoMask(final int[] in, int inpos, + final int[] out, int outpos, int b, + final int[] ho, final int[] lc) { + final int N = 32 % b == 0 ? (32 / b) - 1 : 32 / b; + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + var oV = iV; + int n = 1; + for (; n <= N; n++) { + iV = IntVector.fromArray(SPECIES_512, in, inpos + n * VLEN_512); + oV = iV.lanewise(VectorOperators.LSHL, b * n).or(oV); + } + oV.intoArray(out, outpos); + outpos += VLEN_512; + + final int L = (b >>> 1) - 1; + for (int i = 0; i < L; i++) { + if (ho[i] != b) + oV = iV.lanewise(VectorOperators.LSHR, ho[i]); + else + oV = oV.zero(SPECIES_512); + for (int j = 0; j < lc[i]; j++) { + iV = IntVector.fromArray(SPECIES_512, in, inpos + n * VLEN_512); + oV = iV.lanewise(VectorOperators.LSHL, b * j + (b - ho[i])).or(oV); + n++; + } + oV.intoArray(out, outpos); + outpos += VLEN_512; + } + } + + private static void fastUnpackEventBit(final int[] in, int inpos, + final int[] out, int outpos, int b, + final int[] lo, int[] masks, + int[] lc) { + final int mask = (1 << b) - 1; + final int N = 32 / b; + var iV = IntVector.fromArray(SPECIES_512, in, inpos); + int n = 0; + for (; n < N; n++) { + iV.lanewise(VectorOperators.LSHR, b * n).and(mask).intoArray(out, outpos); + outpos += VLEN_512; + } + var oV = iV.lanewise(VectorOperators.LSHR, b * n).and(mask); + if ((b & (b - 1)) == 0) + oV = oV.zero(SPECIES_512); + + final int L = (b >>> 1) - 1; + for (int i = 0; i < L; i++) { + iV = IntVector.fromArray(SPECIES_512, in, inpos + (i + 1) * VLEN_512); + oV = iV.and(masks[i]).lanewise(VectorOperators.LSHL, b - lo[i]).or(oV); + oV.intoArray(out, outpos); + outpos += VLEN_512; + int j = 0; + for (; j < lc[i]; j++) { + iV.lanewise(VectorOperators.LSHR, b * j + lo[i]) + .and(mask) + .intoArray(out, outpos); + outpos += VLEN_512; + n++; + } + if ((32 - lo[i]) % b != 0) + oV = iV.lanewise(VectorOperators.LSHR, b * j + lo[i]).and(mask); + else + oV = oV.zero(SPECIES_512); + } + } + + public static int slowpack(final int[] in, int inpos, int inlen, + final int[] out, int outpos, int b) { + if (inlen == 0) + return outpos; + if (b == 32) { + System.arraycopy(in, inpos, out, outpos, inlen); + return outpos + inlen; + } + int mask = (1 << b) - 1; + int c = 0; + int l = 0; + int r = 0; + int val = 0; + for (int i = 0; i < inlen; i++) { + val = in[inpos + i] & mask; + out[outpos] |= val << (c + r); + c += b; + l = (32 - r) % b; + if (c + r >= 32) { + if (i < inlen - 1 || l != 0) + outpos++; + r = l == 0 ? 0 : b - l; + if (l != 0) + out[outpos] = val >> (b - r); + c = 0; + } + } + return outpos; + } + + public static int slowunpack(final int[] in, int inpos, final int[] out, + int outpos, int outlen, int b) { + if (outlen == 0) { + return inpos; + } + if (b == 32) { + System.arraycopy(in, inpos, out, outpos, outlen); + return inpos + outlen; + } + int mask = (1 << b) - 1; + int limit = outpos + outlen; + int r = 0; + int val = 0; + int i = 0; + for (; outpos < limit; i++) { + if (r > 0) + out[outpos++] = + (val >>> (32 - (b - r))) | ((in[inpos + i] << (b - r)) & mask); + val = in[inpos + i]; + int j = 0; + int l = 32 - r; + int ll = l % b == 0 ? l : l - b; + while (j < ll && outpos < limit) { + out[outpos++] = (val >> (j + r)) & mask; + j += b; + } + r = l % b == 0 ? 0 : b - (l % b); + } + return inpos + i; + } + + public static int numCompressedInts(int n, int b) { + int width = b % 2 == 0 ? VLEN_512 : VLEN_256; + if (n <= width) + return n; + int intsPerVec = (32 / b) * width; + int q = (n + intsPerVec - 1) / intsPerVec; + return q * width; + } + + public static void fastpack(final int[] in, int inpos, final int[] out, + int outpos, int b) { + switch (b) { + case 0: + break; + case 1: + fastpackOddBit(in, inpos, out, outpos, 1, new int[] {}, new int[] {}); + break; + case 2: + fastpackEvenBit(in, inpos, out, outpos, 2, new int[] {}, new int[] {}); + break; + case 3: + fastpackOddBit(in, inpos, out, outpos, 3, new int[] {0x2, 0x1}, + new int[] {0xb, 0xa}); + break; + case 4: + fastpackEvenBit(in, inpos, out, outpos, 4, new int[] {0x4}, + new int[] {0x8}); + break; + case 5: + fastpackOddBit(in, inpos, out, outpos, 5, new int[] {0x2, 0x4, 0x1, 0x3}, + new int[] {0x6, 0x7, 0x6, 0x6}); + break; + case 6: + fastpackEvenBit(in, inpos, out, outpos, 6, new int[] {0x2, 0x4}, + new int[] {0x5, 0x5}); + break; + case 7: + fastpackOddBit(in, inpos, out, outpos, 7, + new int[] {0x4, 0x1, 0x5, 0x2, 0x6, 0x3}, + new int[] {0x5, 0x4, 0x5, 0x4, 0x5, 0x4}); + break; + case 8: + fastpackEvenBit(in, inpos, out, outpos, 8, new int[] {0x8, 0x8, 0x8}, + new int[] {0x4, 0x4, 0x4}); + break; + case 9: + fastpackOddBit(in, inpos, out, outpos, 9, + new int[] {0x5, 0x1, 0x6, 0x2, 0x7, 0x3, 0x8, 0x4}, + new int[] {0x4, 0x3, 0x4, 0x3, 0x4, 0x3, 0x4, 0x3}); + break; + case 10: + fastpackEvenBit(in, inpos, out, outpos, 10, + new int[] {0x2, 0x4, 0x6, 0x8}, + new int[] {0x3, 0x3, 0x3, 0x3}); + break; + case 11: + fastpackOddBit( + in, inpos, out, outpos, 11, + new int[] {0xa, 0x9, 0x8, 0x7, 0x6, 0x5, 0x4, 0x3, 0x2, 0x1}, + new int[] {0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x2}); + break; + case 12: + fastpackEvenBit(in, inpos, out, outpos, 12, + new int[] {0x8, 0x4, 0xc, 0x8, 0x4}, + new int[] {0x3, 0x2, 0x3, 0x3, 0x2}); + break; + case 13: + fastpackOddBit(in, inpos, out, outpos, 13, + new int[] {0x6, 0xc, 0x5, 0xb, 0x4, 0xa, 0x3, 0x9, 0x2, + 0x8, 0x1, 0x7}, + new int[] {0x2, 0x3, 0x2, 0x3, 0x2, 0x3, 0x2, 0x3, 0x2, + 0x3, 0x2, 0x2}); + break; + case 14: + fastpackEvenBit(in, inpos, out, outpos, 14, + new int[] {0x4, 0x8, 0xc, 0x2, 0x6, 0xa}, + new int[] {0x2, 0x2, 0x3, 0x2, 0x2, 0x2}); + break; + case 15: + fastpackOddBit(in, inpos, out, outpos, 15, + new int[] {0x2, 0x4, 0x6, 0x8, 0xa, 0xc, 0xe, 0x1, 0x3, + 0x5, 0x7, 0x9, 0xb, 0xd}, + new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x3, 0x2, 0x2, + 0x2, 0x2, 0x2, 0x2, 0x2}); + break; + case 16: + fastpackEvenBit(in, inpos, out, outpos, 16, + new int[] {0x10, 0x10, 0x10, 0x10, 0x10, 0x10, 0x10}, + new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2}); + break; + case 17: + fastpackOddBit(in, inpos, out, outpos, 17, + new int[] {0xf, 0xd, 0xb, 0x9, 0x7, 0x5, 0x3, 0x1, 0x10, + 0xe, 0xc, 0xa, 0x8, 0x6, 0x4, 0x2}, + new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x1, 0x2, + 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x1}); + break; + case 18: + fastpackEvenBit(in, inpos, out, outpos, 18, + new int[] {0xe, 0xa, 0x6, 0x2, 0x10, 0xc, 0x8, 0x4}, + new int[] {0x2, 0x2, 0x2, 0x1, 0x2, 0x2, 0x2, 0x1}); + break; + case 19: + fastpackOddBit(in, inpos, out, outpos, 19, + new int[] {0xd, 0x7, 0x1, 0xe, 0x8, 0x2, 0xf, 0x9, 0x3, + 0x10, 0xa, 0x4, 0x11, 0xb, 0x5, 0x12, 0xc, 0x6}, + new int[] {0x2, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x2, 0x1, + 0x2, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x2, 0x1}); + break; + case 20: + fastpackEvenBit( + in, inpos, out, outpos, 20, + new int[] {0xc, 0x4, 0x10, 0x8, 0x14, 0xc, 0x4, 0x10, 0x8}, + new int[] {0x2, 0x1, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x1}); + break; + case 21: + fastpackOddBit( + in, inpos, out, outpos, 21, + new int[] {0xb, 0x1, 0xc, 0x2, 0xd, 0x3, 0xe, 0x4, 0xf, 0x5, + 0x10, 0x6, 0x11, 0x7, 0x12, 0x8, 0x13, 0x9, 0x14, 0xa}, + new int[] {0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, + 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1}); + break; + case 22: + fastpackEvenBit( + in, inpos, out, outpos, 22, + new int[] {0xa, 0x14, 0x8, 0x12, 0x6, 0x10, 0x4, 0xe, 0x2, 0xc}, + new int[] {0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x1}); + break; + case 23: + fastpackOddBit(in, inpos, out, outpos, 23, + new int[] {0x9, 0x12, 0x4, 0xd, 0x16, 0x8, 0x11, 0x3, + 0xc, 0x15, 0x7, 0x10, 0x2, 0xb, 0x14, 0x6, + 0xf, 0x1, 0xa, 0x13, 0x5, 0xe}, + new int[] {0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x2, 0x1, + 0x1, 0x2, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, + 0x2, 0x1, 0x1, 0x2, 0x1, 0x1}); + break; + case 24: + fastpackEvenBit( + in, inpos, out, outpos, 24, + new int[] {0x8, 0x10, 0x18, 0x8, 0x10, 0x18, 0x8, 0x10, 0x18, 0x8, + 0x10}, + new int[] {0x1, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x1}); + break; + case 25: + fastpackOddBit(in, inpos, out, outpos, 25, + new int[] {0x7, 0xe, 0x15, 0x3, 0xa, 0x11, 0x18, 0x6, + 0xd, 0x14, 0x2, 0x9, 0x10, 0x17, 0x5, 0xc, + 0x13, 0x1, 0x8, 0xf, 0x16, 0x4, 0xb, 0x12}, + new int[] {0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, + 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, + 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1}); + break; + case 26: + fastpackEvenBit(in, inpos, out, outpos, 26, + new int[] {0x6, 0xc, 0x12, 0x18, 0x4, 0xa, 0x10, 0x16, + 0x2, 0x8, 0xe, 0x14}, + new int[] {0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, + 0x1, 0x1, 0x1}); + break; + case 27: + fastpackOddBit(in, inpos, out, outpos, 27, + new int[] {0x5, 0xa, 0xf, 0x14, 0x19, 0x3, 0x8, + 0xd, 0x12, 0x17, 0x1, 0x6, 0xb, 0x10, + 0x15, 0x1a, 0x4, 0x9, 0xe, 0x13, 0x18, + 0x2, 0x7, 0xc, 0x11, 0x16}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x1, + 0x2, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, + 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 28: + fastpackEvenBit(in, inpos, out, outpos, 28, + new int[] {0x4, 0x8, 0xc, 0x10, 0x14, 0x18, 0x1c, 0x4, + 0x8, 0xc, 0x10, 0x14, 0x18}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, + 0x1, 0x1, 0x1, 0x1}); + break; + case 29: + fastpackOddBit( + in, inpos, out, outpos, 29, + new int[] {0x3, 0x6, 0x9, 0xc, 0xf, 0x12, 0x15, 0x18, 0x1b, 0x1, + 0x4, 0x7, 0xa, 0xd, 0x10, 0x13, 0x16, 0x19, 0x1c, 0x2, + 0x5, 0x8, 0xb, 0xe, 0x11, 0x14, 0x17, 0x1a}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 30: + fastpackEvenBit(in, inpos, out, outpos, 30, + new int[] {0x2, 0x4, 0x6, 0x8, 0xa, 0xc, 0xe, 0x10, 0x12, + 0x14, 0x16, 0x18, 0x1a, 0x1c}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 31: + fastpackOddBit(in, inpos, out, outpos, 31, + new int[] {0x1, 0x2, 0x3, 0x4, 0x5, 0x6, 0x7, 0x8, + 0x9, 0xa, 0xb, 0xc, 0xd, 0xe, 0xf, 0x10, + 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x18, + 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 32: + System.arraycopy(in, inpos, out, outpos, 256); + break; + } + } + + public static void fastpackNoMask(final int[] in, int inpos, final int[] out, + int outpos, int b) { + switch (b) { + case 0: + break; + case 1: + fastpackOddBitNoMask(in, inpos, out, outpos, 1, new int[] {}, + new int[] {}); + break; + case 2: + fastpackEvenBitNoMask(in, inpos, out, outpos, 2, new int[] {}, + new int[] {}); + break; + case 3: + fastpackOddBitNoMask(in, inpos, out, outpos, 3, new int[] {0x2, 0x1}, + new int[] {0xb, 0xa}); + break; + case 4: + fastpackEvenBitNoMask(in, inpos, out, outpos, 4, new int[] {0x4}, + new int[] {0x8}); + break; + case 5: + fastpackOddBitNoMask(in, inpos, out, outpos, 5, + new int[] {0x2, 0x4, 0x1, 0x3}, + new int[] {0x6, 0x7, 0x6, 0x6}); + break; + case 6: + fastpackEvenBitNoMask(in, inpos, out, outpos, 6, new int[] {0x2, 0x4}, + new int[] {0x5, 0x5}); + break; + case 7: + fastpackOddBitNoMask(in, inpos, out, outpos, 7, + new int[] {0x4, 0x1, 0x5, 0x2, 0x6, 0x3}, + new int[] {0x5, 0x4, 0x5, 0x4, 0x5, 0x4}); + break; + case 8: + fastpackEvenBitNoMask(in, inpos, out, outpos, 8, + new int[] {0x8, 0x8, 0x8}, + new int[] {0x4, 0x4, 0x4}); + break; + case 9: + fastpackOddBitNoMask(in, inpos, out, outpos, 9, + new int[] {0x5, 0x1, 0x6, 0x2, 0x7, 0x3, 0x8, 0x4}, + new int[] {0x4, 0x3, 0x4, 0x3, 0x4, 0x3, 0x4, 0x3}); + break; + case 10: + fastpackEvenBitNoMask(in, inpos, out, outpos, 10, + new int[] {0x2, 0x4, 0x6, 0x8}, + new int[] {0x3, 0x3, 0x3, 0x3}); + break; + case 11: + fastpackOddBitNoMask( + in, inpos, out, outpos, 11, + new int[] {0xa, 0x9, 0x8, 0x7, 0x6, 0x5, 0x4, 0x3, 0x2, 0x1}, + new int[] {0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x2}); + break; + case 12: + fastpackEvenBitNoMask(in, inpos, out, outpos, 12, + new int[] {0x8, 0x4, 0xc, 0x8, 0x4}, + new int[] {0x3, 0x2, 0x3, 0x3, 0x2}); + break; + case 13: + fastpackOddBitNoMask(in, inpos, out, outpos, 13, + new int[] {0x6, 0xc, 0x5, 0xb, 0x4, 0xa, 0x3, 0x9, + 0x2, 0x8, 0x1, 0x7}, + new int[] {0x2, 0x3, 0x2, 0x3, 0x2, 0x3, 0x2, 0x3, + 0x2, 0x3, 0x2, 0x2}); + break; + case 14: + fastpackEvenBitNoMask(in, inpos, out, outpos, 14, + new int[] {0x4, 0x8, 0xc, 0x2, 0x6, 0xa}, + new int[] {0x2, 0x2, 0x3, 0x2, 0x2, 0x2}); + break; + case 15: + fastpackOddBitNoMask(in, inpos, out, outpos, 15, + new int[] {0x2, 0x4, 0x6, 0x8, 0xa, 0xc, 0xe, 0x1, + 0x3, 0x5, 0x7, 0x9, 0xb, 0xd}, + new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x3, 0x2, + 0x2, 0x2, 0x2, 0x2, 0x2, 0x2}); + break; + case 16: + fastpackEvenBitNoMask( + in, inpos, out, outpos, 16, + new int[] {0x10, 0x10, 0x10, 0x10, 0x10, 0x10, 0x10}, + new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2}); + break; + case 17: + fastpackOddBitNoMask(in, inpos, out, outpos, 17, + new int[] {0xf, 0xd, 0xb, 0x9, 0x7, 0x5, 0x3, 0x1, + 0x10, 0xe, 0xc, 0xa, 0x8, 0x6, 0x4, 0x2}, + new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x1, + 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x1}); + break; + case 18: + fastpackEvenBitNoMask(in, inpos, out, outpos, 18, + new int[] {0xe, 0xa, 0x6, 0x2, 0x10, 0xc, 0x8, 0x4}, + new int[] {0x2, 0x2, 0x2, 0x1, 0x2, 0x2, 0x2, 0x1}); + break; + case 19: + fastpackOddBitNoMask( + in, inpos, out, outpos, 19, + new int[] {0xd, 0x7, 0x1, 0xe, 0x8, 0x2, 0xf, 0x9, 0x3, 0x10, 0xa, + 0x4, 0x11, 0xb, 0x5, 0x12, 0xc, 0x6}, + new int[] {0x2, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x2, 0x1, + 0x2, 0x2, 0x1, 0x2, 0x2, 0x1}); + break; + case 20: + fastpackEvenBitNoMask( + in, inpos, out, outpos, 20, + new int[] {0xc, 0x4, 0x10, 0x8, 0x14, 0xc, 0x4, 0x10, 0x8}, + new int[] {0x2, 0x1, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x1}); + break; + case 21: + fastpackOddBitNoMask( + in, inpos, out, outpos, 21, + new int[] {0xb, 0x1, 0xc, 0x2, 0xd, 0x3, 0xe, 0x4, 0xf, 0x5, + 0x10, 0x6, 0x11, 0x7, 0x12, 0x8, 0x13, 0x9, 0x14, 0xa}, + new int[] {0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, + 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1}); + break; + case 22: + fastpackEvenBitNoMask( + in, inpos, out, outpos, 22, + new int[] {0xa, 0x14, 0x8, 0x12, 0x6, 0x10, 0x4, 0xe, 0x2, 0xc}, + new int[] {0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x1}); + break; + case 23: + fastpackOddBitNoMask( + in, inpos, out, outpos, 23, + new int[] {0x9, 0x12, 0x4, 0xd, 0x16, 0x8, 0x11, 0x3, + 0xc, 0x15, 0x7, 0x10, 0x2, 0xb, 0x14, 0x6, + 0xf, 0x1, 0xa, 0x13, 0x5, 0xe}, + new int[] {0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, + 0x2, 0x1, 0x1, 0x2, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x1}); + break; + case 24: + fastpackEvenBitNoMask( + in, inpos, out, outpos, 24, + new int[] {0x8, 0x10, 0x18, 0x8, 0x10, 0x18, 0x8, 0x10, 0x18, 0x8, + 0x10}, + new int[] {0x1, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x1}); + break; + case 25: + fastpackOddBitNoMask(in, inpos, out, outpos, 25, + new int[] {0x7, 0xe, 0x15, 0x3, 0xa, 0x11, + 0x18, 0x6, 0xd, 0x14, 0x2, 0x9, + 0x10, 0x17, 0x5, 0xc, 0x13, 0x1, + 0x8, 0xf, 0x16, 0x4, 0xb, 0x12}, + new int[] {0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, + 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, + 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1}); + break; + case 26: + fastpackEvenBitNoMask(in, inpos, out, outpos, 26, + new int[] {0x6, 0xc, 0x12, 0x18, 0x4, 0xa, 0x10, + 0x16, 0x2, 0x8, 0xe, 0x14}, + new int[] {0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, + 0x1, 0x1, 0x1, 0x1}); + break; + case 27: + fastpackOddBitNoMask( + in, inpos, out, outpos, 27, + new int[] {0x5, 0xa, 0xf, 0x14, 0x19, 0x3, 0x8, 0xd, 0x12, + 0x17, 0x1, 0x6, 0xb, 0x10, 0x15, 0x1a, 0x4, 0x9, + 0xe, 0x13, 0x18, 0x2, 0x7, 0xc, 0x11, 0x16}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x1, + 0x2, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, + 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 28: + fastpackEvenBitNoMask(in, inpos, out, outpos, 28, + new int[] {0x4, 0x8, 0xc, 0x10, 0x14, 0x18, 0x1c, + 0x4, 0x8, 0xc, 0x10, 0x14, 0x18}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 29: + fastpackOddBitNoMask( + in, inpos, out, outpos, 29, + new int[] {0x3, 0x6, 0x9, 0xc, 0xf, 0x12, 0x15, 0x18, 0x1b, 0x1, + 0x4, 0x7, 0xa, 0xd, 0x10, 0x13, 0x16, 0x19, 0x1c, 0x2, + 0x5, 0x8, 0xb, 0xe, 0x11, 0x14, 0x17, 0x1a}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 30: + fastpackEvenBitNoMask(in, inpos, out, outpos, 30, + new int[] {0x2, 0x4, 0x6, 0x8, 0xa, 0xc, 0xe, 0x10, + 0x12, 0x14, 0x16, 0x18, 0x1a, 0x1c}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 31: + fastpackOddBitNoMask( + in, inpos, out, outpos, 31, + new int[] {0x1, 0x2, 0x3, 0x4, 0x5, 0x6, 0x7, 0x8, + 0x9, 0xa, 0xb, 0xc, 0xd, 0xe, 0xf, 0x10, + 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x18, + 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 32: + System.arraycopy(in, inpos, out, outpos, 256); + break; + } + } + + public static void fastunpack(final int[] in, int inpos, final int[] out, + int outpos, int b) { + switch (b) { + case 0: + Arrays.fill(out, outpos, outpos + 256, 0); + break; + case 1: + fastUnpackOddBit(in, inpos, out, outpos, 1, new int[] {}, new int[] {}, + new int[] {}); + break; + case 2: + fastUnpackEventBit(in, inpos, out, outpos, 2, new int[] {}, new int[] {}, + new int[] {}); + break; + case 3: + fastUnpackOddBit(in, inpos, out, outpos, 3, new int[] {0x1, 0x2}, + new int[] {0x1, 0x3}, new int[] {0xa, 0xa}); + break; + case 4: + fastUnpackEventBit(in, inpos, out, outpos, 4, new int[] {0x4}, + new int[] {0xf}, new int[] {0x7}); + break; + case 5: + fastUnpackOddBit( + in, inpos, out, outpos, 5, new int[] {0x3, 0x1, 0x4, 0x2}, + new int[] {0x7, 0x1, 0xf, 0x3}, new int[] {0x5, 0x6, 0x5, 0x6}); + break; + case 6: + fastUnpackEventBit(in, inpos, out, outpos, 6, new int[] {0x4, 0x2}, + new int[] {0xf, 0x3}, new int[] {0x4, 0x5}); + break; + case 7: + fastUnpackOddBit(in, inpos, out, outpos, 7, + new int[] {0x3, 0x6, 0x2, 0x5, 0x1, 0x4}, + new int[] {0x7, 0x3f, 0x3, 0x1f, 0x1, 0xf}, + new int[] {0x4, 0x3, 0x4, 0x3, 0x4, 0x4}); + break; + case 8: + fastUnpackEventBit(in, inpos, out, outpos, 8, new int[] {0x8, 0x8, 0x8}, + new int[] {0xff, 0xff, 0xff}, + new int[] {0x3, 0x3, 0x3}); + break; + case 9: + fastUnpackOddBit(in, inpos, out, outpos, 9, + new int[] {0x4, 0x8, 0x3, 0x7, 0x2, 0x6, 0x1, 0x5}, + new int[] {0xf, 0xff, 0x7, 0x7f, 0x3, 0x3f, 0x1, 0x1f}, + new int[] {0x3, 0x2, 0x3, 0x2, 0x3, 0x2, 0x3, 0x3}); + break; + case 10: + fastUnpackEventBit( + in, inpos, out, outpos, 10, new int[] {0x8, 0x6, 0x4, 0x2}, + new int[] {0xff, 0x3f, 0xf, 0x3}, new int[] {0x2, 0x2, 0x2, 0x3}); + break; + case 11: + fastUnpackOddBit( + in, inpos, out, outpos, 11, + new int[] {0x1, 0x2, 0x3, 0x4, 0x5, 0x6, 0x7, 0x8, 0x9, 0xa}, + new int[] {0x1, 0x3, 0x7, 0xf, 0x1f, 0x3f, 0x7f, 0xff, 0x1ff, 0x3ff}, + new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2}); + break; + case 12: + fastUnpackEventBit(in, inpos, out, outpos, 12, + new int[] {0x4, 0x8, 0xc, 0x4, 0x8}, + new int[] {0xf, 0xff, 0xfff, 0xf, 0xff}, + new int[] {0x2, 0x2, 0x1, 0x2, 0x2}); + break; + case 13: + fastUnpackOddBit(in, inpos, out, outpos, 13, + new int[] {0x7, 0x1, 0x8, 0x2, 0x9, 0x3, 0xa, 0x4, 0xb, + 0x5, 0xc, 0x6}, + new int[] {0x7f, 0x1, 0xff, 0x3, 0x1ff, 0x7, 0x3ff, 0xf, + 0x7ff, 0x1f, 0xfff, 0x3f}, + new int[] {0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, + 0x2, 0x1, 0x2}); + break; + case 14: + fastUnpackEventBit(in, inpos, out, outpos, 14, + new int[] {0xa, 0x6, 0x2, 0xc, 0x8, 0x4}, + new int[] {0x3ff, 0x3f, 0x3, 0xfff, 0xff, 0xf}, + new int[] {0x1, 0x1, 0x2, 0x1, 0x1, 0x2}); + break; + case 15: + fastUnpackOddBit(in, inpos, out, outpos, 15, + new int[] {0xd, 0xb, 0x9, 0x7, 0x5, 0x3, 0x1, 0xe, 0xc, + 0xa, 0x8, 0x6, 0x4, 0x2}, + new int[] {0x1fff, 0x7ff, 0x1ff, 0x7f, 0x1f, 0x7, 0x1, + 0x3fff, 0xfff, 0x3ff, 0xff, 0x3f, 0xf, 0x3}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x2}); + break; + case 16: + fastUnpackEventBit( + in, inpos, out, outpos, 16, + new int[] {0x10, 0x10, 0x10, 0x10, 0x10, 0x10, 0x10}, + new int[] {0xffff, 0xffff, 0xffff, 0xffff, 0xffff, 0xffff, 0xffff}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 17: + fastUnpackOddBit(in, inpos, out, outpos, 17, + new int[] {0x2, 0x4, 0x6, 0x8, 0xa, 0xc, 0xe, 0x10, 0x1, + 0x3, 0x5, 0x7, 0x9, 0xb, 0xd, 0xf}, + new int[] {0x3, 0xf, 0x3f, 0xff, 0x3ff, 0xfff, 0x3fff, + 0xffff, 0x1, 0x7, 0x1f, 0x7f, 0x1ff, 0x7ff, + 0x1fff, 0x7fff}, + new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x0, 0x1, + 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1}); + break; + case 18: + fastUnpackEventBit( + in, inpos, out, outpos, 18, + new int[] {0x4, 0x8, 0xc, 0x10, 0x2, 0x6, 0xa, 0xe}, + new int[] {0xf, 0xff, 0xfff, 0xffff, 0x3, 0x3f, 0x3ff, 0x3fff}, + new int[] {0x1, 0x1, 0x1, 0x0, 0x1, 0x1, 0x1, 0x1}); + break; + case 19: + fastUnpackOddBit(in, inpos, out, outpos, 19, + new int[] {0x6, 0xc, 0x12, 0x5, 0xb, 0x11, 0x4, 0xa, + 0x10, 0x3, 0x9, 0xf, 0x2, 0x8, 0xe, 0x1, 0x7, + 0xd}, + new int[] {0x3f, 0xfff, 0x3ffff, 0x1f, 0x7ff, 0x1ffff, + 0xf, 0x3ff, 0xffff, 0x7, 0x1ff, 0x7fff, 0x3, + 0xff, 0x3fff, 0x1, 0x7f, 0x1fff}, + new int[] {0x1, 0x1, 0x0, 0x1, 0x1, 0x0, 0x1, 0x1, 0x0, + 0x1, 0x1, 0x0, 0x1, 0x1, 0x0, 0x1, 0x1, 0x1}); + break; + case 20: + fastUnpackEventBit( + in, inpos, out, outpos, 20, + new int[] {0x8, 0x10, 0x4, 0xc, 0x14, 0x8, 0x10, 0x4, 0xc}, + new int[] {0xff, 0xffff, 0xf, 0xfff, 0xfffff, 0xff, 0xffff, 0xf, + 0xfff}, + new int[] {0x1, 0x0, 0x1, 0x1, 0x0, 0x1, 0x0, 0x1, 0x1}); + break; + case 21: + fastUnpackOddBit( + in, inpos, out, outpos, 21, + new int[] {0xa, 0x14, 0x9, 0x13, 0x8, 0x12, 0x7, 0x11, 0x6, 0x10, + 0x5, 0xf, 0x4, 0xe, 0x3, 0xd, 0x2, 0xc, 0x1, 0xb}, + new int[] {0x3ff, 0xfffff, 0x1ff, 0x7ffff, 0xff, 0x3ffff, 0x7f, + 0x1ffff, 0x3f, 0xffff, 0x1f, 0x7fff, 0xf, 0x3fff, + 0x7, 0x1fff, 0x3, 0xfff, 0x1, 0x7ff}, + new int[] {0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, + 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x1}); + break; + case 22: + fastUnpackEventBit( + in, inpos, out, outpos, 22, + new int[] {0xc, 0x2, 0xe, 0x4, 0x10, 0x6, 0x12, 0x8, 0x14, 0xa}, + new int[] {0xfff, 0x3, 0x3fff, 0xf, 0xffff, 0x3f, 0x3ffff, 0xff, + 0xfffff, 0x3ff}, + new int[] {0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1}); + break; + case 23: + fastUnpackOddBit( + in, inpos, out, outpos, 23, + new int[] {0xe, 0x5, 0x13, 0xa, 0x1, 0xf, 0x6, 0x14, + 0xb, 0x2, 0x10, 0x7, 0x15, 0xc, 0x3, 0x11, + 0x8, 0x16, 0xd, 0x4, 0x12, 0x9}, + new int[] {0x3fff, 0x1f, 0x7ffff, 0x3ff, 0x1, 0x7fff, + 0x3f, 0xfffff, 0x7ff, 0x3, 0xffff, 0x7f, + 0x1fffff, 0xfff, 0x7, 0x1ffff, 0xff, 0x3fffff, + 0x1fff, 0xf, 0x3ffff, 0x1ff}, + new int[] {0x0, 0x1, 0x0, 0x0, 0x1, 0x0, 0x1, 0x0, 0x0, 0x1, 0x0, + 0x1, 0x0, 0x0, 0x1, 0x0, 0x1, 0x0, 0x0, 0x1, 0x0, 0x1}); + break; + case 24: + fastUnpackEventBit( + in, inpos, out, outpos, 24, + new int[] {0x10, 0x8, 0x18, 0x10, 0x8, 0x18, 0x10, 0x8, 0x18, 0x10, + 0x8}, + new int[] {0xffff, 0xff, 0xffffff, 0xffff, 0xff, 0xffffff, 0xffff, + 0xff, 0xffffff, 0xffff, 0xff}, + new int[] {0x0, 0x1, 0x0, 0x0, 0x1, 0x0, 0x0, 0x1, 0x0, 0x0, 0x1}); + break; + case 25: + fastUnpackOddBit( + in, inpos, out, outpos, 25, + new int[] {0x12, 0xb, 0x4, 0x16, 0xf, 0x8, 0x1, 0x13, + 0xc, 0x5, 0x17, 0x10, 0x9, 0x2, 0x14, 0xd, + 0x6, 0x18, 0x11, 0xa, 0x3, 0x15, 0xe, 0x7}, + new int[] {0x3ffff, 0x7ff, 0xf, 0x3fffff, 0x7fff, 0xff, + 0x1, 0x7ffff, 0xfff, 0x1f, 0x7fffff, 0xffff, + 0x1ff, 0x3, 0xfffff, 0x1fff, 0x3f, 0xffffff, + 0x1ffff, 0x3ff, 0x7, 0x1fffff, 0x3fff, 0x7f}, + new int[] {0x0, 0x0, 0x1, 0x0, 0x0, 0x0, 0x1, 0x0, + 0x0, 0x1, 0x0, 0x0, 0x0, 0x1, 0x0, 0x0, + 0x1, 0x0, 0x0, 0x0, 0x1, 0x0, 0x0, 0x1}); + break; + case 26: + fastUnpackEventBit(in, inpos, out, outpos, 26, + new int[] {0x14, 0xe, 0x8, 0x2, 0x16, 0x10, 0xa, 0x4, + 0x18, 0x12, 0xc, 0x6}, + new int[] {0xfffff, 0x3fff, 0xff, 0x3, 0x3fffff, + 0xffff, 0x3ff, 0xf, 0xffffff, 0x3ffff, + 0xfff, 0x3f}, + new int[] {0x0, 0x0, 0x0, 0x1, 0x0, 0x0, 0x0, 0x1, 0x0, + 0x0, 0x0, 0x1}); + break; + case 27: + fastUnpackOddBit( + in, inpos, out, outpos, 27, + new int[] {0x16, 0x11, 0xc, 0x7, 0x2, 0x18, 0x13, 0xe, 0x9, + 0x4, 0x1a, 0x15, 0x10, 0xb, 0x6, 0x1, 0x17, 0x12, + 0xd, 0x8, 0x3, 0x19, 0x14, 0xf, 0xa, 0x5}, + new int[] {0x3fffff, 0x1ffff, 0xfff, 0x7f, 0x3, 0xffffff, + 0x7ffff, 0x3fff, 0x1ff, 0xf, 0x3ffffff, 0x1fffff, + 0xffff, 0x7ff, 0x3f, 0x1, 0x7fffff, 0x3ffff, + 0x1fff, 0xff, 0x7, 0x1ffffff, 0xfffff, 0x7fff, + 0x3ff, 0x1f}, + new int[] {0x0, 0x0, 0x0, 0x0, 0x1, 0x0, 0x0, 0x0, 0x0, + 0x1, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1, 0x0, 0x0, + 0x0, 0x0, 0x1, 0x0, 0x0, 0x0, 0x0, 0x1}); + break; + case 28: + fastUnpackEventBit(in, inpos, out, outpos, 28, + new int[] {0x18, 0x14, 0x10, 0xc, 0x8, 0x4, 0x1c, 0x18, + 0x14, 0x10, 0xc, 0x8, 0x4}, + new int[] {0xffffff, 0xfffff, 0xffff, 0xfff, 0xff, 0xf, + 0xfffffff, 0xffffff, 0xfffff, 0xffff, 0xfff, + 0xff, 0xf}, + new int[] {0x0, 0x0, 0x0, 0x0, 0x0, 0x1, 0x0, 0x0, 0x0, + 0x0, 0x0, 0x0, 0x1}); + break; + case 29: + fastUnpackOddBit( + in, inpos, out, outpos, 29, + new int[] {0x1a, 0x17, 0x14, 0x11, 0xe, 0xb, 0x8, 0x5, 0x2, 0x1c, + 0x19, 0x16, 0x13, 0x10, 0xd, 0xa, 0x7, 0x4, 0x1, 0x1b, + 0x18, 0x15, 0x12, 0xf, 0xc, 0x9, 0x6, 0x3}, + new int[] {0x3ffffff, 0x7fffff, 0xfffff, 0x1ffff, 0x3fff, + 0x7ff, 0xff, 0x1f, 0x3, 0xfffffff, + 0x1ffffff, 0x3fffff, 0x7ffff, 0xffff, 0x1fff, + 0x3ff, 0x7f, 0xf, 0x1, 0x7ffffff, + 0xffffff, 0x1fffff, 0x3ffff, 0x7fff, 0xfff, + 0x1ff, 0x3f, 0x7}, + new int[] {0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1, 0x0, + 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1, 0x0, + 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1}); + break; + case 30: + fastUnpackEventBit(in, inpos, out, outpos, 30, + new int[] {0x1c, 0x1a, 0x18, 0x16, 0x14, 0x12, 0x10, + 0xe, 0xc, 0xa, 0x8, 0x6, 0x4, 0x2}, + new int[] {0xfffffff, 0x3ffffff, 0xffffff, 0x3fffff, + 0xfffff, 0x3ffff, 0xffff, 0x3fff, 0xfff, + 0x3ff, 0xff, 0x3f, 0xf, 0x3}, + new int[] {0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, + 0x0, 0x0, 0x0, 0x0, 0x1}); + break; + case 31: + fastUnpackOddBit( + in, inpos, out, outpos, 31, + new int[] {0x1e, 0x1d, 0x1c, 0x1b, 0x1a, 0x19, 0x18, 0x17, 0x16, 0x15, + 0x14, 0x13, 0x12, 0x11, 0x10, 0xf, 0xe, 0xd, 0xc, 0xb, + 0xa, 0x9, 0x8, 0x7, 0x6, 0x5, 0x4, 0x3, 0x2, 0x1}, + new int[] {0x3fffffff, 0x1fffffff, 0xfffffff, 0x7ffffff, 0x3ffffff, + 0x1ffffff, 0xffffff, 0x7fffff, 0x3fffff, 0x1fffff, + 0xfffff, 0x7ffff, 0x3ffff, 0x1ffff, 0xffff, + 0x7fff, 0x3fff, 0x1fff, 0xfff, 0x7ff, + 0x3ff, 0x1ff, 0xff, 0x7f, 0x3f, + 0x1f, 0xf, 0x7, 0x3, 0x1}, + new int[] {0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, + 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, + 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1}); + break; + + case 32: + System.arraycopy(in, inpos, out, outpos, 256); + break; + } + } +} diff --git a/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java b/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java new file mode 100644 index 0000000..0b6ca17 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java @@ -0,0 +1,361 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + * (c) Intel Corp. (for Vector implementation) + */ +package me.lemire.integercompression.vector; + +import java.nio.ByteBuffer; +import java.util.Arrays; +import me.lemire.integercompression.IntegerCODEC; +import me.lemire.integercompression.SkippableIntegerCODEC; +import me.lemire.integercompression.IntWrapper; + +/** + * This is a patching scheme designed for speed. + * It encodes integers in blocks of integers within pages of + * up to 65536 integers. Note that it is important, to get good + * compression and good performance, to use sizeable arrays (greater than 1024 + * integers). For arrays containing a number of integers that is not divisible + * by BLOCK_SIZE, you should use it in conjunction with another CODEC: + * + * IntegerCODEC ic = new Composition(new VectorFastPFOR(), new VariableByte()). + *

    + * For details, please see: + *

    + *

    For sufficiently compressible and long arrays, it is faster and better + * than other PFOR schemes.

    + * + * Note that this does not use differential coding: if you are working on sorted + * lists, you should first compute deltas, @see + * me.lemire.integercompression.differential.Delta#delta. + * + * For multi-threaded applications, each thread should use its own FastPFOR + * object. + * + * @author Daniel Lemire + */ +public class VectorFastPFOR implements IntegerCODEC, SkippableIntegerCODEC { + private final static int OVERHEAD_OF_EACH_EXCEPT = 8; + public final static int DEFAULT_PAGE_SIZE = 64 << 10; + + public final static int BLOCK_SIZE = 256; + private final static int INTS_PER_BLOCK = BLOCK_SIZE >>> 5; + + private final int pageSize; + private final int[][] dataTobePacked = new int[33][]; + private int[] exceptData = null; + + // Working area for compress and uncompress. + private final int[] dataPointers = new int[33]; + private final int[] freqs = new int[33]; + private final byte[] bem; + /** + * Construct the FastPFOR CODEC. + * + * @param pagesize + * the desired page size (recommended value is + * FastPFOR.DEFAULT_PAGE_SIZE) + */ + private VectorFastPFOR(int pagesize) { + pageSize = pagesize; + // Initiate arrrays. + bem = new byte[3 * pageSize / BLOCK_SIZE + pagesize]; + for (int k = 1; k < dataTobePacked.length; ++k) + dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic + exceptData = new int[pageSize * 4]; + } + + /** + * Construct the fastPFOR CODEC with default parameters. + */ + public VectorFastPFOR() { this(DEFAULT_PAGE_SIZE); } + + /** + * Compress data in blocks of BLOCK_SIZE integers (if fewer than BLOCK_SIZE + * integers are provided, nothing is done). + * + * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) + */ + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos) { + inlength = inlength - inlength % BLOCK_SIZE; + // Allocate memory for working area. + + final int finalinpos = inpos.get() + inlength; + while (inpos.get() != finalinpos) { + int thissize = Math.min(pageSize, finalinpos - inpos.get()); + encodePage(in, inpos, thissize, out, outpos); + } + } + + private void getBestBitSize(int[] in, int pos, int index) { + Arrays.fill(freqs, 0); + for (int i = pos, limit = pos + BLOCK_SIZE; i < limit; i++) { + freqs[32 - Integer.numberOfLeadingZeros(in[i])]++; + } + bem[index] = 32; + while (freqs[bem[index]] == 0) + bem[index]--; + bem[index + 2] = bem[index]; + int maxb = bem[index + 2]; + int bestcost = bem[index] * BLOCK_SIZE; + int cexcept = 0; + bem[index + 1] = 0; + for (int b = bem[index] - 1; b >= 0; --b) { + cexcept += freqs[b + 1]; + if (cexcept == BLOCK_SIZE) + break; + // the extra 8 is the cost of storing maxbits + int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT + cexcept * (maxb - b) + + b * BLOCK_SIZE + 8; + if (maxb - b == 1) + thiscost -= cexcept; + if (thiscost < bestcost) { + bestcost = thiscost; + bem[index] = (byte)b; + bem[index + 1] = (byte)cexcept; + } + } + } + + private void encodePage(int[] in, IntWrapper inpos, int thissize, int[] out, + IntWrapper outpos) { + final int headerpos = outpos.get(); + outpos.increment(); + int tmpoutpos = outpos.get(); + + // Clear working area. + Arrays.fill(dataPointers, 0); + Arrays.fill(bem, (byte)0); + + int tmpinpos = inpos.get(); + final int finalinpos = tmpinpos + thissize - BLOCK_SIZE; + int bindex = 0; + for (; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) { + getBestBitSize(in, tmpinpos, bindex); + final int tmpexcept = bem[bindex + 1] & 0xFF; + final int tmpbestb = bem[bindex]; + if (tmpexcept > 0) { + final int index = bem[bindex + 2] - tmpbestb; + if (dataPointers[index] + tmpexcept >= dataTobePacked[index].length) { + int newsize = 2 * (dataPointers[index] + tmpexcept); + int val = newsize + BLOCK_SIZE - 1; + newsize = val - val % BLOCK_SIZE; + dataTobePacked[index] = Arrays.copyOf(dataTobePacked[index], newsize); + } + bindex += 3; + for (int k = 0; k < BLOCK_SIZE; ++k) { + if ((in[k + tmpinpos] >>> tmpbestb) != 0) { + // we have an exception + bem[bindex++] = (byte)k; + dataTobePacked[index][dataPointers[index]++] = + in[k + tmpinpos] >>> tmpbestb; + } + } + } else { + bindex += 2; + } + VectorBitPacker.fastpack(in, tmpinpos, out, tmpoutpos, tmpbestb); + tmpoutpos += INTS_PER_BLOCK * tmpbestb; + } + inpos.set(tmpinpos); + out[headerpos] = tmpoutpos - headerpos; + + int bytesize = bindex; + out[tmpoutpos++] = bytesize; + + bytesize = bytesize % 4 == 0 ? bytesize : (bytesize / 4) * 4 + 4; + for (int i = 0; i <= bytesize - 4; i += 4) { + out[tmpoutpos] = bem[i] & 0xFF; + out[tmpoutpos] |= (bem[i + 1] & 0xFF) << 8; + out[tmpoutpos] |= (bem[i + 2] & 0xFF) << 16; + out[tmpoutpos] |= (bem[i + 3] & 0xFF) << 24; + tmpoutpos++; + } + + int bitmap = 0; + for (int k = 2; k <= 32; ++k) { + if (dataPointers[k] != 0) + bitmap |= (1 << (k - 1)); + } + out[tmpoutpos++] = bitmap; + + for (int k = 2; k <= 32; ++k) { + if (dataPointers[k] != 0) { + out[tmpoutpos++] = dataPointers[k]; // size + int j = 0; + int n = (dataPointers[k] / BLOCK_SIZE) * BLOCK_SIZE; + for (; j < n; j += BLOCK_SIZE) { + VectorBitPacker.fastpackNoMask(dataTobePacked[k], j, out, tmpoutpos, + k); + tmpoutpos += INTS_PER_BLOCK * k; + } + int r = dataPointers[k] % BLOCK_SIZE; + if (r != 0) { + tmpoutpos = VectorBitPacker.slowpack(dataTobePacked[k], j, r, out, + tmpoutpos, k); + tmpoutpos++; + } + } + } + outpos.set(tmpoutpos); + } + + /** + * Uncompress data in blocks of integers. In this particular case, + * the inlength parameter is ignored: it is deduced from the compressed + * data. + * + * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper) + */ + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, + int[] out, IntWrapper outpos, int mynvalue) { + mynvalue = mynvalue - mynvalue % BLOCK_SIZE; + int finalout = outpos.get() + mynvalue; + while (outpos.get() != finalout) { + int thissize = Math.min(pageSize, finalout - outpos.get()); + decodePage(in, inpos, out, outpos, thissize); + } + } + + private void loadMetaData(int[] in, int inexcept, int bytesize) { + // Arrays.fill(bem, (byte)0); + int len = (bytesize + 3) / 4; + int lc = 0; + for (int i = 0; i < len; i++) { + bem[lc++] = (byte)(in[inexcept + i]); + bem[lc++] = (byte)(in[inexcept + i] >>> 8); + bem[lc++] = (byte)(in[inexcept + i] >>> 16); + bem[lc++] = (byte)(in[inexcept + i] >>> 24); + } + } + + private void decodePage(int[] in, IntWrapper inpos, int[] out, + IntWrapper outpos, int thissize) { + final int initpos = inpos.get(); + final int wheremeta = in[inpos.get()]; + inpos.increment(); + int inexcept = initpos + wheremeta; + + final int bytesize = in[inexcept++]; + loadMetaData(in, inexcept, bytesize); + inexcept += (bytesize + 3) / 4; + final int bitmap = in[inexcept++]; + for (int k = 2; k <= 32; ++k) { + if ((bitmap & (1 << (k - 1))) != 0) { + int size = in[inexcept++]; + int val = size + BLOCK_SIZE - 1; + int roundedup = val - val % BLOCK_SIZE; + if (dataTobePacked[k].length < roundedup) + dataTobePacked[k] = new int[roundedup]; + if (inexcept + roundedup / 32 * k <= in.length) { + int j = 0; + int len = (size / BLOCK_SIZE) * BLOCK_SIZE; + for (; j < len; j += BLOCK_SIZE) { + VectorBitPacker.fastunpack(in, inexcept, dataTobePacked[k], j, k); + inexcept += INTS_PER_BLOCK * k; + } + int r = size % BLOCK_SIZE; + inexcept = VectorBitPacker.slowunpack(in, inexcept, dataTobePacked[k], + j, r, k); + } else { + int j = 0; + val = roundedup / 32 * k + BLOCK_SIZE - 1; + int[] buf = new int[val - val % BLOCK_SIZE]; + int initinexcept = inexcept; + System.arraycopy(in, inexcept, buf, 0, in.length - inexcept); + int l = (size / BLOCK_SIZE) * BLOCK_SIZE; + for (; j < l; j += BLOCK_SIZE) { + VectorBitPacker.fastunpack(buf, inexcept - initinexcept, + dataTobePacked[k], j, k); + inexcept += INTS_PER_BLOCK * k; + } + int r = size % BLOCK_SIZE; + inexcept = VectorBitPacker.slowunpack(in, inexcept, dataTobePacked[k], + j, r, k); + } + } + } + Arrays.fill(dataPointers, 0); + int tmpoutpos = outpos.get(); + int tmpinpos = inpos.get(); + int idx = 0; + for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end; + ++run, tmpoutpos += BLOCK_SIZE) { + final int b = bem[idx]; // byteContainer.get(); + final int cexcept = bem[idx + 1] & 0xFF; // byteContainer.get() & 0xFF; + VectorBitPacker.fastunpack(in, tmpinpos, out, tmpoutpos, b); + tmpinpos += INTS_PER_BLOCK * b; + if (cexcept > 0) { + final int maxbits = bem[idx + 2]; // byteContainer.get(); + idx += 3; + final int index = maxbits - b; + if (index == 1) { + for (int k = 0; k < cexcept; ++k) { + final int pos = bem[idx++] & 0xFF; // byteContainer.get() & 0xFF; + out[pos + tmpoutpos] |= 1 << b; + } + } else { + for (int k = 0; k < cexcept; ++k) { + final int pos = bem[idx++] & 0xFF; // byteContainer.get() & 0xFF; + final int exceptvalue = + dataTobePacked[index][dataPointers[index]++]; + out[pos + tmpoutpos] |= exceptvalue << b; + } + } + } else { + idx += 2; + } + } + outpos.set(tmpoutpos); + inpos.set(inexcept); + } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + inlength = inlength - inlength % BLOCK_SIZE; + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } + @Override + public String toString() { + return this.getClass().getSimpleName(); + } + + /** + * Creates a new buffer of the requested size. + * + * In case you need a different way to allocate buffers, you can override this + * method with a custom behavior. The default implementation allocates a new + * Java direct + * {@link ByteBuffer} on each invocation. + */ + protected ByteBuffer makeBuffer(int sizeInBytes) { + return ByteBuffer.allocateDirect(sizeInBytes); + } +} diff --git a/src/main/java/module-info.java b/src/main/java/module-info.java new file mode 100644 index 0000000..14e4c1c --- /dev/null +++ b/src/main/java/module-info.java @@ -0,0 +1,8 @@ +// Copyright (C) 2022 Intel Corporation + +// SPDX-License-Identifier: Apache-2.0 +module me.lemire.integercompression { + requires jdk.incubator.vector; + exports me.lemire.integercompression; + exports me.lemire.integercompression.vector; +} From a131d14fbc80192a0e75526f9c1b5bb82ba42e1c Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 16 Nov 2022 08:35:06 -0500 Subject: [PATCH 152/266] Update link to Ikhtear's thesis --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 46f771d..05800b6 100644 --- a/README.md +++ b/README.md @@ -217,7 +217,7 @@ We wrote several research papers documenting many of the CODECs implemented here Ikhtear Sharif wrote his M.Sc. thesis on this library: Ikhtear Sharif, Performance Evaluation of Fast Integer Compression Techniques Over Tables, M.Sc. thesis, UNB 2013. -http://lemire.me/fr/documents/thesis/IkhtearThesis.pdf +https://unbscholar.lib.unb.ca/islandora/object/unbscholar%3A9399/datastream/PDF/view He also posted his slides online: http://www.slideshare.net/ikhtearSharif/ikhtear-defense From 6ecb497531bcf6095f7ff0c02f04834316bb4ed0 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 25 Nov 2022 10:07:53 -0500 Subject: [PATCH 153/266] Adding github actions. --- .github/workflows/basic.yml | 24 ++++++++++++++++++++++++ README.md | 15 +++++---------- example.java | 3 +-- pom.xml | 11 ++++++++--- 4 files changed, 38 insertions(+), 15 deletions(-) create mode 100644 .github/workflows/basic.yml diff --git a/.github/workflows/basic.yml b/.github/workflows/basic.yml new file mode 100644 index 0000000..c110525 --- /dev/null +++ b/.github/workflows/basic.yml @@ -0,0 +1,24 @@ +name: Java CI + +on: [push, pull_request] + +jobs: + build: + runs-on: ubuntu-latest + strategy: + fail-fast: false + matrix: + java: [ 11, 16 ] + steps: + - uses: actions/checkout@v2 + - name: Set up JDK + uses: actions/setup-java@v2.5.0 + with: + java-version: ${{ matrix.java }} + distribution: 'adopt' + - name: Build and test with Maven + run: mvn package + - name: Build example + run: javac -cp target/classes/:. example.java + - name: Run example + run: java -cp target/classes/:. example \ No newline at end of file diff --git a/README.md b/README.md index 05800b6..833014b 100644 --- a/README.md +++ b/README.md @@ -70,7 +70,8 @@ Most others do not. The Java Team at Intel (R) introduced the vector implementation for FastPFOR based on the Java Vector API that showed significant gains over the non-vectorized implementation. For an example usage, see -examples/vector/Example.java. The feature requires JDK 19+. +examples/vector/Example.java. The feature requires JDK 19+ and is currently for +advanced users. Maven central repository ------------------------ @@ -166,21 +167,15 @@ Speed is always reported in millions of integers per second. For Maven users --------------- -If you are running JDK 19+ -``` -mvn compile -``` - -If you are running earlier versions of JDK ``` -mvn compiler:compile@default-compile +mvn compile +mvn exec:java ``` -mvn exec:java -For ant users +For ant users (legacy, currently untested) ------------- If you use Apache ant, please try this: diff --git a/example.java b/example.java index 6569ebd..817e94f 100644 --- a/example.java +++ b/example.java @@ -88,8 +88,7 @@ public static void basicExample() { /** * Like the basicExample, but we store the input array size manually. */ - @Test - public void basicExampleHeadless() { + public static void basicExampleHeadless() { int[] data = new int[2342351]; System.out.println("Compressing " + data.length + " integers in one go using the headless approach"); // data should be sorted for best diff --git a/pom.xml b/pom.xml index 855aa92..c007aa8 100644 --- a/pom.xml +++ b/pom.xml @@ -64,6 +64,10 @@ org.apache.maven.plugins maven-compiler-plugin 3.8.0 + + 11 + 11 + default-compile @@ -84,9 +88,10 @@ compile - + + @@ -127,7 +132,7 @@ org.apache.maven.plugins maven-javadoc-plugin - 3.0.0 + 3.4.1 com.kamikaze.pfordelta:me.lemire.integercompression.benchmarktools From 3a6c3e41ca37329bdc11a3e6d34e402c360bbf6d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 25 Nov 2022 10:29:55 -0500 Subject: [PATCH 154/266] We are not going to rely on the vector module by default for now. --- pom.xml | 14 +++++++------- src/main/java/module-info.java | 3 ++- 2 files changed, 9 insertions(+), 8 deletions(-) diff --git a/pom.xml b/pom.xml index c007aa8..f37ef66 100644 --- a/pom.xml +++ b/pom.xml @@ -80,19 +80,19 @@ me/lemire/integercompression/vector/* module-info.java - - - + + + + - - + + --> diff --git a/src/main/java/module-info.java b/src/main/java/module-info.java index 14e4c1c..d2a749c 100644 --- a/src/main/java/module-info.java +++ b/src/main/java/module-info.java @@ -2,7 +2,8 @@ // SPDX-License-Identifier: Apache-2.0 module me.lemire.integercompression { - requires jdk.incubator.vector; + // This is currently only for advanced users: + // requires jdk.incubator.vector; exports me.lemire.integercompression; exports me.lemire.integercompression.vector; } From 2c28f54b1a1c62b9beb6aef39731db6158821514 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 25 Nov 2022 10:31:29 -0500 Subject: [PATCH 155/266] Adding more documentation. --- .github/workflows/basic.yml | 2 +- README.md | 7 +++++++ 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/.github/workflows/basic.yml b/.github/workflows/basic.yml index c110525..cb3e3e8 100644 --- a/.github/workflows/basic.yml +++ b/.github/workflows/basic.yml @@ -19,6 +19,6 @@ jobs: - name: Build and test with Maven run: mvn package - name: Build example - run: javac -cp target/classes/:. example.java + run: javac -cp target/classes/:. example.java - name: Run example run: java -cp target/classes/:. example \ No newline at end of file diff --git a/README.md b/README.md index 833014b..c65513a 100644 --- a/README.md +++ b/README.md @@ -174,6 +174,13 @@ mvn compile mvn exec:java ``` +You may run our examples as follows: + +```` +mvn package +javac -cp target/classes/:. example.java +java -cp target/classes/:. example +``` For ant users (legacy, currently untested) ------------- From 25840b455b307073d1b890179494523f1ae9e37e Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 25 Nov 2022 10:44:47 -0500 Subject: [PATCH 156/266] Excluding vector from javadoc --- README.md | 2 +- pom.xml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index c65513a..c421a00 100644 --- a/README.md +++ b/README.md @@ -167,7 +167,7 @@ Speed is always reported in millions of integers per second. For Maven users --------------- - +The current development versions assume JDK 11 or better. ``` mvn compile diff --git a/pom.xml b/pom.xml index f37ef66..fc6912b 100644 --- a/pom.xml +++ b/pom.xml @@ -134,7 +134,7 @@ maven-javadoc-plugin 3.4.1 - com.kamikaze.pfordelta:me.lemire.integercompression.benchmarktools + me.lemire.integercompression.vector;com.kamikaze.pfordelta:me.lemire.integercompression.benchmarktools From f5f64f1eb736c6909d208fc0d3472038dae29499 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 25 Nov 2022 10:49:21 -0500 Subject: [PATCH 157/266] Fixing documentation. --- README.md | 10 +++------- 1 file changed, 3 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index c421a00..19046ad 100644 --- a/README.md +++ b/README.md @@ -147,19 +147,16 @@ Reference: Requirements ------------ -A recent Java compiler. Java 7 or better is recommended. +Releases up to 0.1.12 require Java 7 or better. -Good instructions on installing Java 7 on Linux: +The current development versions assume JDK 11 or better. -http://forums.linuxmint.com/viewtopic.php?f=42&t=93052 How fast is it? --------------- -Compile the code and execute me.lemire.integercompression.benchmarktools.Benchmark. - -I recommend running all the benchmarks with the "-server" flag on a desktop machine. +Compile the code and execute `me.lemire.integercompression.benchmarktools.Benchmark`. Speed is always reported in millions of integers per second. @@ -167,7 +164,6 @@ Speed is always reported in millions of integers per second. For Maven users --------------- -The current development versions assume JDK 11 or better. ``` mvn compile From 0847f6942e9a40b4512c187669d00f8927ed9b72 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 25 Nov 2022 10:53:58 -0500 Subject: [PATCH 158/266] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 19046ad..51d16cf 100644 --- a/README.md +++ b/README.md @@ -172,7 +172,7 @@ mvn exec:java You may run our examples as follows: -```` +``` mvn package javac -cp target/classes/:. example.java java -cp target/classes/:. example From 16a89d759dd5ed80578f1ca7175c8e314e5e9780 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 25 Nov 2022 10:54:51 -0500 Subject: [PATCH 159/266] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 51d16cf..f629b5e 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ JavaFastPFOR: A simple integer compression library in Java ========================================================== [![][maven img]][maven] [![][license img]][license] [![docs-badge][]][docs] [![Code Quality: Cpp](https://img.shields.io/lgtm/grade/java/g/lemire/JavaFastPFOR.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/lemire/JavaFastPFOR/context:java) - +[![Java CI](https://github.com/lemire/JavaFastPFOR/actions/workflows/basic.yml/badge.svg)](https://github.com/lemire/JavaFastPFOR/actions/workflows/basic.yml) License From c628213c23a5b17f78c2ec1ba53f036e9dd8347a Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Sat, 26 Nov 2022 11:19:18 +0400 Subject: [PATCH 160/266] Introduce LongVariableBytex --- .gitignore | 1 + .../integercompression/ByteIntegerCODEC.java | 4 +- .../DeltaZigzagVariableByte.java | 2 +- .../integercompression/IntegerCODEC.java | 4 +- .../SkippableIntegerCODEC.java | 6 +- .../integercompression/VariableByte.java | 14 +- .../lemire/longcompression/ByteLongCODEC.java | 62 ++++ .../me/lemire/longcompression/LongCODEC.java | 62 ++++ .../lemire/longcompression/LongJustCopy.java | 52 +++ .../me/lemire/longcompression/LongUtil.java | 15 + .../longcompression/LongVariableByte.java | 342 ++++++++++++++++++ .../longcompression/SkippableLongCODEC.java | 69 ++++ .../lemire/integercompression/TestUtils.java | 2 +- .../lemire/longcompression/LongTestUtils.java | 126 +++++++ .../longcompression/SkippableBasicTest.java | 138 +++++++ .../longcompression/TestLongVariableByte.java | 68 ++++ 16 files changed, 954 insertions(+), 13 deletions(-) create mode 100644 src/main/java/me/lemire/longcompression/ByteLongCODEC.java create mode 100644 src/main/java/me/lemire/longcompression/LongCODEC.java create mode 100644 src/main/java/me/lemire/longcompression/LongJustCopy.java create mode 100644 src/main/java/me/lemire/longcompression/LongUtil.java create mode 100644 src/main/java/me/lemire/longcompression/LongVariableByte.java create mode 100644 src/main/java/me/lemire/longcompression/SkippableLongCODEC.java create mode 100644 src/test/java/me/lemire/longcompression/LongTestUtils.java create mode 100644 src/test/java/me/lemire/longcompression/SkippableBasicTest.java create mode 100644 src/test/java/me/lemire/longcompression/TestLongVariableByte.java diff --git a/.gitignore b/.gitignore index 53960d2..88b3320 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,5 @@ .classpath +.settings .project *.class *.csv diff --git a/src/main/java/me/lemire/integercompression/ByteIntegerCODEC.java b/src/main/java/me/lemire/integercompression/ByteIntegerCODEC.java index 47d4f57..6e8f903 100644 --- a/src/main/java/me/lemire/integercompression/ByteIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/ByteIntegerCODEC.java @@ -18,9 +18,9 @@ public interface ByteIntegerCODEC { * Compress data from an array to another array. * * Both inpos and outpos are modified to represent how much data was - * read and written to if 12 ints (inlength = 12) are compressed to 3 + * read and written to. If 12 ints (inlength = 12) are compressed to 3 * bytes, then inpos will be incremented by 12 while outpos will be - * incremented by 3 we use IntWrapper to pass the values by reference. + * incremented by 3. We use IntWrapper to pass the values by reference. * * @param in * input array diff --git a/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java b/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java index 4b2f896..ca9d0ad 100644 --- a/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java +++ b/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java @@ -105,7 +105,7 @@ public void uncompress(int[] inBuf, IntWrapper inPos, int inLen, int ip = inPos.get(); int op = outPos.get(); - int vbcNum = 0, vbcShift = 24; // Varialbe Byte Context. + int vbcNum = 0, vbcShift = 24; // Variable Byte Context. final int inPosLast = ip + inLen; while (ip < inPosLast) { // Fetch a byte value. diff --git a/src/main/java/me/lemire/integercompression/IntegerCODEC.java b/src/main/java/me/lemire/integercompression/IntegerCODEC.java index 7929e48..f2c9c7a 100644 --- a/src/main/java/me/lemire/integercompression/IntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/IntegerCODEC.java @@ -18,9 +18,9 @@ public interface IntegerCODEC { * Compress data from an array to another array. * * Both inpos and outpos are modified to represent how much data was - * read and written to if 12 ints (inlength = 12) are compressed to 3 + * read and written to. If 12 ints (inlength = 12) are compressed to 3 * ints, then inpos will be incremented by 12 while outpos will be - * incremented by 3 we use IntWrapper to pass the values by reference. + * incremented by 3. We use IntWrapper to pass the values by reference. * * @param in * input array diff --git a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java index c10d2f0..4568d71 100644 --- a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java @@ -10,7 +10,7 @@ /** * Interface describing a standard CODEC to compress integers. This is a - * variation on the IntegerCODEC interface meant to be used for random access. + * variation on the IntegerCODEC interface meant to be used for head access. * * The main difference is that we must specify the number of integers we wish to * decode. This information should be stored elsewhere. @@ -25,8 +25,8 @@ public interface SkippableIntegerCODEC { * Compress data from an array to another array. * * Both inpos and outpos are modified to represent how much data was read - * and written to if 12 ints (inlength = 12) are compressed to 3 ints, then - * inpos will be incremented by 12 while outpos will be incremented by 3 we + * and written to. If 12 ints (inlength = 12) are compressed to 3 ints, then + * inpos will be incremented by 12 while outpos will be incremented by 3. We * use IntWrapper to pass the values by reference. * * @param in diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 5b25c43..7854b24 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -122,8 +122,11 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, for (int v = 0, shift = 0; p < finalp;) { val = in[p]; int c = (byte) (val >>> s); + // Shift to next byte s += 8; + // Shift to next integer if s==32 p += s>>5; + // cycle from 31 to 0 s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { @@ -186,10 +189,13 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o int finaloutpos = num + tmpoutpos; for (int v = 0, shift = 0; tmpoutpos < finaloutpos;) { val = in[p]; - int c = val >>> s; - s += 8; - p += s>>5; - s = s & 31; + int c = val >>> s; + // Shift to next byte + s += 8; + // Shift to next integer if s==32 + p += s>>5; + // cycle from 31 to 0 + s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { out[tmpoutpos++] = v; diff --git a/src/main/java/me/lemire/longcompression/ByteLongCODEC.java b/src/main/java/me/lemire/longcompression/ByteLongCODEC.java new file mode 100644 index 0000000..e405370 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/ByteLongCODEC.java @@ -0,0 +1,62 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression; + +import me.lemire.integercompression.IntWrapper; + +/** + * Interface describing a CODEC to compress longs to bytes. + * + * @author Benoit Lacelle + * + */ +public interface ByteLongCODEC { + /** + * Compress data from an array to another array. + * + * Both inpos and outpos are modified to represent how much data was + * read and written to. If 12 longs (inlength = 12) are compressed to 3 + * bytes, then inpos will be incremented by 12 while outpos will be + * incremented by 3. We use IntWrapper to pass the values by reference. + * + * @param in + * input array + * @param inpos + * location in the input array + * @param inlength + * how many longs to compress + * @param out + * output array + * @param outpos + * where to write in the output array + */ + public void compress(long[] in, IntWrapper inpos, int inlength, + byte[] out, IntWrapper outpos); + + /** + * Uncompress data from an array to another array. + * + * Both inpos and outpos parameters are modified to indicate new + * positions after read/write. + * + * @param in + * array containing data in compressed form + * @param inpos + * where to start reading in the array + * @param inlength + * length of the compressed data (ignored by some + * schemes) + * @param out + * array where to write the compressed output + * @param outpos + * where to write the compressed output in out + */ + public void uncompress(byte[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos); + +} diff --git a/src/main/java/me/lemire/longcompression/LongCODEC.java b/src/main/java/me/lemire/longcompression/LongCODEC.java new file mode 100644 index 0000000..c0f67b2 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/LongCODEC.java @@ -0,0 +1,62 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression; + +import me.lemire.integercompression.IntWrapper; + +/** + * Interface describing a standard CODEC to compress longs. + * + * @author Benoit Lacelle + * + */ +public interface LongCODEC { + /** + * Compress data from an array to another array. + * + * Both inpos and outpos are modified to represent how much data was + * read and written to. If 12 longs (inlength = 12) are compressed to 3 + * longs, then inpos will be incremented by 12 while outpos will be + * incremented by 3. We use IntWrapper to pass the values by reference. + * + * @param in + * input array + * @param inpos + * location in the input array + * @param inlength + * how many longs to compress + * @param out + * output array + * @param outpos + * where to write in the output array + */ + public void compress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos); + + /** + * Uncompress data from an array to another array. + * + * Both inpos and outpos parameters are modified to indicate new + * positions after read/write. + * + * @param in + * array containing data in compressed form + * @param inpos + * where to start reading in the array + * @param inlength + * length of the compressed data (ignored by some + * schemes) + * @param out + * array where to write the compressed output + * @param outpos + * where to write the compressed output in out + */ + public void uncompress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos); + +} diff --git a/src/main/java/me/lemire/longcompression/LongJustCopy.java b/src/main/java/me/lemire/longcompression/LongJustCopy.java new file mode 100644 index 0000000..7a5a67a --- /dev/null +++ b/src/main/java/me/lemire/longcompression/LongJustCopy.java @@ -0,0 +1,52 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression; + +import me.lemire.integercompression.IntWrapper; + +/** + * @author Benoit lacelle + * + */ +public final class LongJustCopy implements LongCODEC, SkippableLongCODEC { + + @Override + public void headlessCompress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos) { + System.arraycopy(in, inpos.get(), out, outpos.get(), inlength); + inpos.add(inlength); + outpos.add(inlength); + } + + @Override + public void uncompress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos) { + headlessUncompress(in,inpos,inlength,out,outpos,inlength); + } + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } + + @Override + public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos, int num) { + System.arraycopy(in, inpos.get(), out, outpos.get(), num); + inpos.add(num); + outpos.add(num); + + } + + @Override + public void compress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos) { + headlessCompress(in,inpos,inlength,out,outpos); + } + +} diff --git a/src/main/java/me/lemire/longcompression/LongUtil.java b/src/main/java/me/lemire/longcompression/LongUtil.java new file mode 100644 index 0000000..6ebbfb7 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/LongUtil.java @@ -0,0 +1,15 @@ +package me.lemire.longcompression; + +/** + * These are unofficial helpers related to long compression + * + * @author Benoit Lacelle + * + */ +@Deprecated +public class LongUtil { + + protected static String longToBinaryWithLeading(long l) { + return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0'); + } +} diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java new file mode 100644 index 0000000..a2db990 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java @@ -0,0 +1,342 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.longcompression; + +import java.nio.ByteBuffer; +import java.nio.ByteOrder; +import java.nio.LongBuffer; + +import me.lemire.integercompression.IntWrapper; + +/** + * Implementation of variable-byte. For best performance, use it using the + * ByteLongCODEC interface. + * + * Note that this does not use differential coding: if you are working on sorted + * lists, you must compute the deltas separately. + * + * @author Benoit Lacelle + */ +public class LongVariableByte implements LongCODEC, ByteLongCODEC, SkippableLongCODEC { + + private static byte extract7bits(int i, long val) { + return (byte) ((val >>> (7 * i)) & ((1 << 7) - 1)); + } + + private static byte extract7bitsmaskless(int i, long val) { + return (byte) ((val >>> (7 * i))); + } + @Override + public void compress(long[] in, IntWrapper inpos, int inlength, long[] out, + IntWrapper outpos) { + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + ByteBuffer buf = makeBuffer(inlength * 16); + buf.order(ByteOrder.LITTLE_ENDIAN); + for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { + final long val = in[k]; + // System.out.println(LongUtil.longToBinaryWithLeading(val)); + if (val >= 0 && val < (1 << 7)) { + buf.put((byte) (val | (1 << 7))); + } else if (val >= 0 && val < (1 << 14)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) (extract7bitsmaskless(1, (val)) | (1 << 7))); + } else if (val >= 0 && val < (1 << 21)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) (extract7bitsmaskless(2, (val)) | (1 << 7))); + } else if (val >= 0 && val < (1 << 28)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) (extract7bitsmaskless(3, (val)) | (1 << 7))); + } else if (val >= 0 && val < (1 << 35)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) extract7bits(3, val)); + buf.put((byte) (extract7bitsmaskless(4, (val)) | (1 << 7))); + } else if (val >= 0 && val < (1 << 42)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) extract7bits(3, val)); + buf.put((byte) extract7bits(4, val)); + buf.put((byte) (extract7bitsmaskless(5, (val)) | (1 << 7))); + } else if (val >= 0 && val < (1 << 49)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) extract7bits(3, val)); + buf.put((byte) extract7bits(4, val)); + buf.put((byte) extract7bits(5, val)); + buf.put((byte) (extract7bitsmaskless(6, (val)) | (1 << 7))); + } else if (val >= 0 && val < (1 << 56)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) extract7bits(3, val)); + buf.put((byte) extract7bits(4, val)); + buf.put((byte) extract7bits(5, val)); + buf.put((byte) extract7bits(6, val)); + buf.put((byte) (extract7bitsmaskless(7, (val)) | (1 << 7))); + } else if (val >= 0 && val < (1 << 63)) { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) extract7bits(3, val)); + buf.put((byte) extract7bits(4, val)); + buf.put((byte) extract7bits(5, val)); + buf.put((byte) extract7bits(6, val)); + buf.put((byte) extract7bits(7, val)); + buf.put((byte) (extract7bitsmaskless(8, (val)) | (1 << 7))); + } else { + buf.put((byte) extract7bits(0, val)); + buf.put((byte) extract7bits(1, val)); + buf.put((byte) extract7bits(2, val)); + buf.put((byte) extract7bits(3, val)); + buf.put((byte) extract7bits(4, val)); + buf.put((byte) extract7bits(5, val)); + buf.put((byte) extract7bits(6, val)); + buf.put((byte) extract7bits(7, val)); + buf.put((byte) extract7bits(8, val)); + buf.put((byte) (extract7bitsmaskless(9, (val)) | (1 << 7))); + } + } + while (buf.position() % 8 != 0) + buf.put((byte) 0); + final int length = buf.position(); + buf.flip(); + LongBuffer ibuf = buf.asLongBuffer(); + ibuf.get(out, outpos.get(), length / 8); + outpos.add(length / 8); + inpos.add(inlength); + } + + @Override + public void compress(long[] in, IntWrapper inpos, int inlength, byte[] out, + IntWrapper outpos) { + if (inlength == 0) + return; + int outpostmp = outpos.get(); + for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { + final long val = in[k]; + if (val >= 0 && val < (1 << 7)) { + out[outpostmp++] = (byte) (val | (1 << 7)); + } else if (val >= 0 && val < (1 << 14)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(1, (val)) | (1 << 7)); + } else if (val >= 0 && val < (1 << 21)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(2, (val)) | (1 << 7)); + } else if (val >= 0 && val < (1 << 28)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) extract7bits(2, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(3, (val)) | (1 << 7)); + } else if (val >= 0 && val < (1 << 35)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) extract7bits(2, val); + out[outpostmp++] = (byte) extract7bits(3, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(4, (val)) | (1 << 7)); + } else if (val >= 0 && val < (1 << 42)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) extract7bits(2, val); + out[outpostmp++] = (byte) extract7bits(3, val); + out[outpostmp++] = (byte) extract7bits(4, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(5, (val)) | (1 << 7)); + } else if (val >= 0 && val < (1 << 49)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) extract7bits(2, val); + out[outpostmp++] = (byte) extract7bits(3, val); + out[outpostmp++] = (byte) extract7bits(4, val); + out[outpostmp++] = (byte) extract7bits(5, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(6, (val)) | (1 << 7)); + } else if (val >= 0 && val < (1 << 56)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) extract7bits(2, val); + out[outpostmp++] = (byte) extract7bits(3, val); + out[outpostmp++] = (byte) extract7bits(4, val); + out[outpostmp++] = (byte) extract7bits(5, val); + out[outpostmp++] = (byte) extract7bits(6, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(7, (val)) | (1 << 7)); + } else if (val >= 0 && val < (1 << 63)) { + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) extract7bits(2, val); + out[outpostmp++] = (byte) extract7bits(3, val); + out[outpostmp++] = (byte) extract7bits(4, val); + out[outpostmp++] = (byte) extract7bits(5, val); + out[outpostmp++] = (byte) extract7bits(6, val); + out[outpostmp++] = (byte) extract7bits(7, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(8, (val)) | (1 << 7)); + } else { + // System.out.println(LongUtil.longToBinaryWithLeading(val)); + out[outpostmp++] = (byte) extract7bits(0, val); + out[outpostmp++] = (byte) extract7bits(1, val); + out[outpostmp++] = (byte) extract7bits(2, val); + out[outpostmp++] = (byte) extract7bits(3, val); + out[outpostmp++] = (byte) extract7bits(4, val); + out[outpostmp++] = (byte) extract7bits(5, val); + out[outpostmp++] = (byte) extract7bits(6, val); + out[outpostmp++] = (byte) extract7bits(7, val); + out[outpostmp++] = (byte) extract7bits(8, val); + out[outpostmp++] = (byte) (extract7bitsmaskless(9, (val)) | (1 << 7)); + } + } + outpos.set(outpostmp); + inpos.add(inlength); + } + + @Override + public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, + IntWrapper outpos) { + int s = 0; + long val = 0; + int p = inpos.get(); + int finalp = inpos.get() + inlength; + int tmpoutpos = outpos.get(); + for (long v = 0, shift = 0; p < finalp;) { + val = in[p]; + // System.out.println(LongUtil.longToBinaryWithLeading(val)); + long c = (byte) (val >>> s); + // Shift to next byte + s += 8; + // Shift to next long if s==64 + p += s>>6; + // cycle from 63 to 0 + s = s & 63; + v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos++] = v; + v = 0; + shift = 0; + } else + shift += 7; + assert shift < 64; + } + outpos.set(tmpoutpos); + inpos.add(inlength); + } + + @Override + public void uncompress(byte[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos) { + int p = inpos.get(); + int finalp = inpos.get() + inlength; + int tmpoutpos = outpos.get(); + for (long v = 0; p < finalp; out[tmpoutpos++] = v) { + v = in[p] & 0x7F; + if (in[p] < 0) { + p += 1; + continue; + } + v = ((in[p + 1] & 0x7F) << 7) | v; + if (in[p + 1] < 0) { + p += 2; + continue; + } + v = ((in[p + 2] & 0x7F) << 14) | v; + if (in[p + 2] < 0 ) { + p += 3; + continue; + } + v = ((in[p + 3] & 0x7F) << 21) | v; + if (in[p + 3] < 0) { + p += 4; + continue; + } + v = (((long) in[p + 4] & 0x7F) << 28) | v; + if (in[p + 4] < 0) { + p += 5; + continue; + } + v = (((long) in[p + 5] & 0x7F) << 35) | v; + if (in[p + 5] < 0) { + p += 6; + continue; + } + v = (((long) in[p + 6] & 0x7F) << 42) | v; + if (in[p + 6] < 0) { + p += 7; + continue; + } + v = (((long) in[p + 7] & 0x7F) << 49) | v; + if (in[p + 7] < 0) { + p += 8; + continue; + } + v = (((long) in[p + 8] & 0x7F) << 56) | v; + if (in[p + 8] < 0) { + p += 9; + continue; + } + v = (((long) in[p + 9] & 0x7F) << 63) | v; + p += 10; + } + outpos.set(tmpoutpos); + inpos.add(p); + } + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } + + @Override + public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] out, + IntWrapper outpos, int num) { + int s = 0; + long val = 0; + int p = inpos.get(); + int tmpoutpos = outpos.get(); + int finaloutpos = num + tmpoutpos; + for (long v = 0, shift = 0; tmpoutpos < finaloutpos;) { + val = in[p]; + // System.out.println(longToBinaryWithLeading(val)); + long c = val >>> s; + // Shift to next byte + s += 8; + // Shift to next long if s == 64 + p += s>>6; + // cycle from 63 to 0 + s = s & 63; + v += ((c & 127) << shift); + if ((c & 128) == 128) { + out[tmpoutpos++] = v; + v = 0; + shift = 0; + } else + shift += 7; + assert shift < 64; + } + outpos.set(tmpoutpos); + inpos.set(p + (s!=0 ? 1 : 0)); + } + + /** + * Creates a new buffer of the requested size. + * + * In case you need a different way to allocate buffers, you can override this method + * with a custom behavior. The default implementation allocates a new Java direct + * {@link ByteBuffer} on each invocation. + */ + protected ByteBuffer makeBuffer(int sizeInBytes) { + return ByteBuffer.allocateDirect(sizeInBytes); + } +} diff --git a/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java new file mode 100644 index 0000000..e3e7b84 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java @@ -0,0 +1,69 @@ +/** + * This is code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression; + +import me.lemire.integercompression.IntWrapper; + +/** + * Interface describing a standard CODEC to compress longs. This is a + * variation on the LongCODEC interface meant to be used for head access. + * + * The main difference is that we must specify the number of longs we wish to + * decode. This information should be stored elsewhere. + * + * This interface was designed by the Terrier team for their search engine. + * + * @author Benoit Lacelle + * + */ +public interface SkippableLongCODEC { + /** + * Compress data from an array to another array. + * + * Both inpos and outpos are modified to represent how much data was read + * and written to. If 12 longs (inlength = 12) are compressed to 3 longs, then + * inpos will be incremented by 12 while outpos will be incremented by 3. We + * use IntWrapper to pass the values by reference. + * + * @param in + * input array + * @param inpos + * location in the input array + * @param inlength + * how many longs to compress + * @param out + * output array + * @param outpos + * where to write in the output array + */ + public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] out, + IntWrapper outpos); + + /** + * Uncompress data from an array to another array. + * + * Both inpos and outpos parameters are modified to indicate new positions + * after read/write. + * + * @param in + * array containing data in compressed form + * @param inpos + * where to start reading in the array + * @param inlength + * length of the compressed data (ignored by some schemes) + * @param out + * array where to write the compressed output + * @param outpos + * where to write the compressed output in out + * @param num + * number of longs we want to decode, the actual number of longs decoded can be less + */ + public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] out, + IntWrapper outpos, int num); + +} diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index a0820ab..7350fb8 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -123,7 +123,7 @@ public static void assertSymmetry(IntegerCODEC codec, int... orig) { assertArrayEquals(orig, target); } - protected static int[] compress(IntegerCODEC codec, int[] data) { + public static int[] compress(IntegerCODEC codec, int[] data) { int[] outBuf = new int[data.length * 4]; IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); diff --git a/src/test/java/me/lemire/longcompression/LongTestUtils.java b/src/test/java/me/lemire/longcompression/LongTestUtils.java new file mode 100644 index 0000000..f7a6f1b --- /dev/null +++ b/src/test/java/me/lemire/longcompression/LongTestUtils.java @@ -0,0 +1,126 @@ +package me.lemire.longcompression; + +import static org.junit.Assert.assertArrayEquals; +import static org.junit.Assert.assertTrue; + +import java.util.Arrays; + +import me.lemire.integercompression.IntWrapper; + +/** + * Static utility methods for test. + */ +public class LongTestUtils { + + protected static void dumpIntArray(long[] data, String label) { + System.out.print(label); + for (int i = 0; i < data.length; ++i) { + if (i % 6 == 0) { + System.out.println(); + } + System.out.format(" %1$11d", data[i]); + } + System.out.println(); + } + + protected static void dumpIntArrayAsHex(long[] data, String label) { + System.out.print(label); + for (int i = 0; i < data.length; ++i) { + if (i % 8 == 0) { + System.out.println(); + } + System.out.format(" %1$08X", data[i]); + } + System.out.println(); + } + + /** + * Check that compress and uncompress keep original array. + * + * @param codec CODEC to test. + * @param orig original integers + */ + public static void assertSymmetry(LongCODEC codec, long... orig) { + // There are some cases that compressed array is bigger than original + // array. So output array for compress must be larger. + // + // Example: + // - VariableByte compresses an array like [ -1 ]. + // - Composition compresses a short array. + final int EXTEND = 1; + + long[] compressed = new long[orig.length + EXTEND]; + IntWrapper c_inpos = new IntWrapper(0); + IntWrapper c_outpos = new IntWrapper(0); + codec.compress(orig, c_inpos, orig.length, compressed, + c_outpos); + + assertTrue(c_outpos.get() <= orig.length + EXTEND); + + // Uncompress an array. + long[] uncompressed = new long[orig.length]; + IntWrapper u_inpos = new IntWrapper(0); + IntWrapper u_outpos = new IntWrapper(0); + codec.uncompress(compressed, u_inpos, c_outpos.get(), + uncompressed, u_outpos); + + // Compare between uncompressed and orig arrays. + long[] target = Arrays.copyOf(uncompressed, u_outpos.get()); + assertArrayEquals(orig, target); + } + + protected static long[] compress(LongCODEC codec, long[] data) { + long[] outBuf = new long[data.length * 4]; + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + codec.compress(data, inPos, data.length, outBuf, outPos); + return Arrays.copyOf(outBuf, outPos.get()); + } + + protected static long[] uncompress(LongCODEC codec, long[] data, int len) { + long[] outBuf = new long[len + 1024]; + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + codec.uncompress(data, inPos, data.length, outBuf, outPos); + return Arrays.copyOf(outBuf, outPos.get()); + } + + + + protected static byte[] compress(ByteLongCODEC codec, long[] data) { + byte[] outBuf = new byte[data.length * 4 * 4]; + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + codec.compress(data, inPos, data.length, outBuf, outPos); + return Arrays.copyOf(outBuf, outPos.get()); + } + + protected static long[] uncompress(ByteLongCODEC codec, byte[] data, int len) { + long[] outBuf = new long[len + 1024]; + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + codec.uncompress(data, inPos, data.length, outBuf, outPos); + return Arrays.copyOf(outBuf, outPos.get()); + } + + protected static long[] compressHeadless(SkippableLongCODEC codec, long[] data) { + long[] outBuf = new long[data.length * 4]; + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + codec.headlessCompress(data, inPos, data.length, outBuf, outPos); + return Arrays.copyOf(outBuf, outPos.get()); + } + + protected static long[] uncompressHeadless(SkippableLongCODEC codec, long[] data, int len) { + long[] outBuf = new long[len + 1024]; + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + codec.headlessUncompress(data, inPos, data.length, outBuf, outPos,len); + if(outPos.get() < len) throw new RuntimeException("Insufficient output."); + return Arrays.copyOf(outBuf, outPos.get()); + } + + public static String longToBinaryWithLeading(long l) { + return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0'); + } +} diff --git a/src/test/java/me/lemire/longcompression/SkippableBasicTest.java b/src/test/java/me/lemire/longcompression/SkippableBasicTest.java new file mode 100644 index 0000000..9f8f1fa --- /dev/null +++ b/src/test/java/me/lemire/longcompression/SkippableBasicTest.java @@ -0,0 +1,138 @@ +package me.lemire.longcompression; + +import java.util.Arrays; + +import org.junit.Test; + +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.TestUtils; +import me.lemire.integercompression.VariableByte; + + +/** + * Just some basic sanity tests. + * + * @author Daniel Lemire + */ +@SuppressWarnings({ "static-method" }) +public class SkippableBasicTest { + SkippableLongCODEC[] codecs = { + new LongJustCopy(), + new LongVariableByte(), }; + + + /** + * + */ + @Test + public void consistentTest() { + int N = 4096; + long[] data = new long[N]; + long[] rev = new long[N]; + for (int k = 0; k < N; ++k) + data[k] = k % 128; + for (SkippableLongCODEC c : codecs) { + System.out.println("[SkippeableBasicTest.consistentTest] codec = " + + c); + long[] outBuf = new long[N + 1024]; + for (int n = 0; n <= N; ++n) { + IntWrapper inPos = new IntWrapper(); + IntWrapper outPos = new IntWrapper(); + c.headlessCompress(data, inPos, n, outBuf, outPos); + + IntWrapper inPoso = new IntWrapper(); + IntWrapper outPoso = new IntWrapper(); + c.headlessUncompress(outBuf, inPoso, outPos.get(), rev, + outPoso, n); + if (outPoso.get() != n) { + throw new RuntimeException("bug "+n); + } + if (inPoso.get() != outPos.get()) { + throw new RuntimeException("bug "+n+" "+inPoso.get()+" "+outPos.get()); + } + for (int j = 0; j < n; ++j) + if (data[j] != rev[j]) { + throw new RuntimeException("bug"); + } + } + } + } + + + /** + * + */ + @Test + public void varyingLengthTest() { + int N = 4096; + long[] data = new long[N]; + for (int k = 0; k < N; ++k) + data[k] = k; + for (SkippableLongCODEC c : codecs) { + System.out.println("[SkippeableBasicTest.varyingLengthTest] codec = "+c); + for (int L = 1; L <= 128; L++) { + long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug "+c.toString()+" "+k+" "+answer[k]+" "+data[k]); + } + for (int L = 128; L <= N; L *= 2) { + long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + + } + } + + /** + * + */ + @Test + public void varyingLengthTest2() { + int N = 128; + long[] data = new long[N]; + data[127] = -1; + for (SkippableLongCODEC c : codecs) { + System.out.println("[SkippeableBasicTest.varyingLengthTest2] codec = "+c); + + try { + // CODEC Simple9 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.Simple9"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } + try { + // CODEC Simple16 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.Simple16"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } + for (int L = 1; L <= 128; L++) { + long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) { + throw new RuntimeException("L=" + L + ": bug at k = "+k+" "+answer[k]+" "+data[k]+" for "+c.toString()); + } + } + for (int L = 128; L <= N; L *= 2) { + long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + + } + } + + +} diff --git a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java new file mode 100644 index 0000000..38cc061 --- /dev/null +++ b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java @@ -0,0 +1,68 @@ +package me.lemire.longcompression; + +import java.util.stream.LongStream; + +import org.junit.Assert; +import org.junit.Test; + +public class TestLongVariableByte { + final LongVariableByte codec = new LongVariableByte(); + + private void checkConsistency(LongCODEC codec, long[] array) { + { + long[] compressed = LongTestUtils.compress(codec, array); + long[] uncompressed = LongTestUtils.uncompress(codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + + if (codec instanceof SkippableLongCODEC) { + long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); + long[] uncompressed = + LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + + if (codec instanceof ByteLongCODEC) { + byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); + long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + } + + @Test + public void testCodec_ZeroMinus1() { + checkConsistency(codec, new long[] { -1 }); + } + + @Test + public void testCodec_ZeroTimes8Minus1() { + checkConsistency(codec, new long[] { 0, 0, 0, 0, 0, 0, 0, 0, -1 }); + } + + @Test + public void testCodec_ZeroTimes127Minus1() { + long[] array = LongStream.concat(LongStream.range(0, 127).map(l -> 0), LongStream.of(-1)).toArray(); + + checkConsistency(codec, array); + } + + @Test + public void testCodec_ZeroTimes128Minus1() { + long[] array = LongStream.concat(LongStream.range(0, 128).map(l -> 0), LongStream.of(-1)).toArray(); + + checkConsistency(codec, array); + } + + @Test + public void testCodec_MinValue() { + checkConsistency(codec, new long[] { Long.MIN_VALUE }); + } + + @Test + public void testCodec_ZeroMinValue() { + checkConsistency(codec, new long[] { 0, Long.MIN_VALUE }); + } +} From 6101e24df17cdda8f0d329a030dd96372187dfc1 Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Sat, 26 Nov 2022 11:23:11 +0400 Subject: [PATCH 161/266] Small adjustments --- .../me/lemire/integercompression/VariableByte.java | 12 ++++++------ .../integercompression/SkippableBasicTest.java | 2 +- ...bleBasicTest.java => SkippableLongBasicTest.java} | 6 +++--- 3 files changed, 10 insertions(+), 10 deletions(-) rename src/test/java/me/lemire/longcompression/{SkippableBasicTest.java => SkippableLongBasicTest.java} (97%) diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 7854b24..e0e3e25 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -190,12 +190,12 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o for (int v = 0, shift = 0; tmpoutpos < finaloutpos;) { val = in[p]; int c = val >>> s; - // Shift to next byte - s += 8; - // Shift to next integer if s==32 - p += s>>5; - // cycle from 31 to 0 - s = s & 31; + // Shift to next byte + s += 8; + // Shift to next integer if s==32 + p += s>>5; + // cycle from 31 to 0 + s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { out[tmpoutpos++] = v; diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index d965992..d2cda12 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -12,7 +12,7 @@ */ @SuppressWarnings({ "static-method" }) public class SkippableBasicTest { - SkippableIntegerCODEC[] codecs = { + final SkippableIntegerCODEC[] codecs = { new JustCopy(), new VariableByte(), new SkippableComposition(new BinaryPacking(), new VariableByte()), diff --git a/src/test/java/me/lemire/longcompression/SkippableBasicTest.java b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java similarity index 97% rename from src/test/java/me/lemire/longcompression/SkippableBasicTest.java rename to src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java index 9f8f1fa..aea7dc8 100644 --- a/src/test/java/me/lemire/longcompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java @@ -12,11 +12,11 @@ /** * Just some basic sanity tests. * - * @author Daniel Lemire + * @author Benoit Lacelle */ @SuppressWarnings({ "static-method" }) -public class SkippableBasicTest { - SkippableLongCODEC[] codecs = { +public class SkippableLongBasicTest { + final SkippableLongCODEC[] codecs = { new LongJustCopy(), new LongVariableByte(), }; From 924274f51a5b4ed87701d3cf2429da236dfe1630 Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Sat, 26 Nov 2022 11:27:11 +0400 Subject: [PATCH 162/266] Adjust license headers --- .../java/me/lemire/longcompression/LongUtil.java | 7 +++++++ .../java/me/lemire/integercompression/AdhocTest.java | 7 +++++++ .../java/me/lemire/integercompression/BasicTest.java | 7 +++++++ .../me/lemire/integercompression/BoundaryTest.java | 7 +++++++ .../me/lemire/integercompression/ByteBasicTest.java | 7 +++++++ .../integercompression/DeltaZigzagEncodingTest.java | 5 ++++- .../me/lemire/integercompression/ExampleTest.java | 7 +++++++ .../lemire/integercompression/IntCompressorTest.java | 7 +++++++ .../me/lemire/integercompression/ResourcedTest.java | 7 +++++++ .../integercompression/SkippableBasicTest.java | 7 +++++++ .../java/me/lemire/integercompression/TestUtils.java | 7 +++++++ .../integercompression/XorBinaryPackingTest.java | 3 +++ .../me/lemire/longcompression/LongTestUtils.java | 7 +++++++ .../longcompression/SkippableLongBasicTest.java | 7 +++++++ .../lemire/longcompression/TestLongVariableByte.java | 12 ++++++++++++ 15 files changed, 103 insertions(+), 1 deletion(-) diff --git a/src/main/java/me/lemire/longcompression/LongUtil.java b/src/main/java/me/lemire/longcompression/LongUtil.java index 6ebbfb7..c06433f 100644 --- a/src/main/java/me/lemire/longcompression/LongUtil.java +++ b/src/main/java/me/lemire/longcompression/LongUtil.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.longcompression; /** diff --git a/src/test/java/me/lemire/integercompression/AdhocTest.java b/src/test/java/me/lemire/integercompression/AdhocTest.java index bced6c0..8fd4049 100644 --- a/src/test/java/me/lemire/integercompression/AdhocTest.java +++ b/src/test/java/me/lemire/integercompression/AdhocTest.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.integercompression; import org.junit.Assert; diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index e88293e..459fbdd 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.integercompression; import java.util.Arrays; diff --git a/src/test/java/me/lemire/integercompression/BoundaryTest.java b/src/test/java/me/lemire/integercompression/BoundaryTest.java index ede2e9f..128b431 100644 --- a/src/test/java/me/lemire/integercompression/BoundaryTest.java +++ b/src/test/java/me/lemire/integercompression/BoundaryTest.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.integercompression; import java.util.Arrays; diff --git a/src/test/java/me/lemire/integercompression/ByteBasicTest.java b/src/test/java/me/lemire/integercompression/ByteBasicTest.java index c2f5b6f..93112c3 100644 --- a/src/test/java/me/lemire/integercompression/ByteBasicTest.java +++ b/src/test/java/me/lemire/integercompression/ByteBasicTest.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.integercompression; import java.util.Arrays; diff --git a/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java b/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java index 5e0923d..ae42c1d 100644 --- a/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java +++ b/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java @@ -1,7 +1,10 @@ -/* +/** * This code is released under the * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ */ + package me.lemire.integercompression; import org.junit.Test; diff --git a/src/test/java/me/lemire/integercompression/ExampleTest.java b/src/test/java/me/lemire/integercompression/ExampleTest.java index 300983c..f6038b8 100644 --- a/src/test/java/me/lemire/integercompression/ExampleTest.java +++ b/src/test/java/me/lemire/integercompression/ExampleTest.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.integercompression; import me.lemire.integercompression.differential.*; diff --git a/src/test/java/me/lemire/integercompression/IntCompressorTest.java b/src/test/java/me/lemire/integercompression/IntCompressorTest.java index 34b8946..79e51fc 100644 --- a/src/test/java/me/lemire/integercompression/IntCompressorTest.java +++ b/src/test/java/me/lemire/integercompression/IntCompressorTest.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.integercompression; import java.util.Arrays; diff --git a/src/test/java/me/lemire/integercompression/ResourcedTest.java b/src/test/java/me/lemire/integercompression/ResourcedTest.java index 61b8e58..34f1d05 100644 --- a/src/test/java/me/lemire/integercompression/ResourcedTest.java +++ b/src/test/java/me/lemire/integercompression/ResourcedTest.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.integercompression; import java.util.ArrayList; diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index d2cda12..93c1784 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.integercompression; import java.util.Arrays; diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index 7350fb8..7ce51b3 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.integercompression; import java.util.Arrays; diff --git a/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java b/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java index 3201b02..650eb4b 100644 --- a/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java +++ b/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java @@ -1,7 +1,10 @@ /** * This code is released under the * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ */ + package me.lemire.integercompression; import java.util.Arrays; diff --git a/src/test/java/me/lemire/longcompression/LongTestUtils.java b/src/test/java/me/lemire/longcompression/LongTestUtils.java index f7a6f1b..23baaaf 100644 --- a/src/test/java/me/lemire/longcompression/LongTestUtils.java +++ b/src/test/java/me/lemire/longcompression/LongTestUtils.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.longcompression; import static org.junit.Assert.assertArrayEquals; diff --git a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java index aea7dc8..e900c9c 100644 --- a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java +++ b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.longcompression; import java.util.Arrays; diff --git a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java index 38cc061..eab3c63 100644 --- a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java +++ b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java @@ -1,3 +1,10 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + package me.lemire.longcompression; import java.util.stream.LongStream; @@ -5,6 +12,11 @@ import org.junit.Assert; import org.junit.Test; +/** + * Edge-cases having caused issue specifically with LongVariableByte. + * + * @author Benoit Lacelle + */ public class TestLongVariableByte { final LongVariableByte codec = new LongVariableByte(); From bb82f92a5728ae8e4b25098b3fc0eed7fc9e701c Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Sat, 26 Nov 2022 11:28:19 +0400 Subject: [PATCH 163/266] Fix indentation --- .../me/lemire/integercompression/VariableByte.java | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index e0e3e25..09e479b 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -189,13 +189,13 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o int finaloutpos = num + tmpoutpos; for (int v = 0, shift = 0; tmpoutpos < finaloutpos;) { val = in[p]; - int c = val >>> s; - // Shift to next byte - s += 8; - // Shift to next integer if s==32 - p += s>>5; - // cycle from 31 to 0 - s = s & 31; + int c = val >>> s; + // Shift to next byte + s += 8; + // Shift to next integer if s==32 + p += s>>5; + // cycle from 31 to 0 + s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { out[tmpoutpos++] = v; From 416a7d449e7e098226bfa0296cc485bc8c4dec3d Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Sat, 26 Nov 2022 12:19:10 +0400 Subject: [PATCH 164/266] Fix bugs detected by LGTM --- .../longcompression/LongVariableByte.java | 20 +++++----- .../longcompression/TestLongVariableByte.java | 37 +++++++++++++++---- 2 files changed, 40 insertions(+), 17 deletions(-) diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java index a2db990..2212e7f 100644 --- a/src/main/java/me/lemire/longcompression/LongVariableByte.java +++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java @@ -60,20 +60,20 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] o buf.put((byte) extract7bits(1, val)); buf.put((byte) extract7bits(2, val)); buf.put((byte) (extract7bitsmaskless(3, (val)) | (1 << 7))); - } else if (val >= 0 && val < (1 << 35)) { + } else if (val >= 0 && val < (1L << 35)) { buf.put((byte) extract7bits(0, val)); buf.put((byte) extract7bits(1, val)); buf.put((byte) extract7bits(2, val)); buf.put((byte) extract7bits(3, val)); buf.put((byte) (extract7bitsmaskless(4, (val)) | (1 << 7))); - } else if (val >= 0 && val < (1 << 42)) { + } else if (val >= 0 && val < (1L << 42)) { buf.put((byte) extract7bits(0, val)); buf.put((byte) extract7bits(1, val)); buf.put((byte) extract7bits(2, val)); buf.put((byte) extract7bits(3, val)); buf.put((byte) extract7bits(4, val)); buf.put((byte) (extract7bitsmaskless(5, (val)) | (1 << 7))); - } else if (val >= 0 && val < (1 << 49)) { + } else if (val >= 0 && val < (1L << 49)) { buf.put((byte) extract7bits(0, val)); buf.put((byte) extract7bits(1, val)); buf.put((byte) extract7bits(2, val)); @@ -81,7 +81,7 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] o buf.put((byte) extract7bits(4, val)); buf.put((byte) extract7bits(5, val)); buf.put((byte) (extract7bitsmaskless(6, (val)) | (1 << 7))); - } else if (val >= 0 && val < (1 << 56)) { + } else if (val >= 0 && val < (1L << 56)) { buf.put((byte) extract7bits(0, val)); buf.put((byte) extract7bits(1, val)); buf.put((byte) extract7bits(2, val)); @@ -90,7 +90,7 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] o buf.put((byte) extract7bits(5, val)); buf.put((byte) extract7bits(6, val)); buf.put((byte) (extract7bitsmaskless(7, (val)) | (1 << 7))); - } else if (val >= 0 && val < (1 << 63)) { + } else if (val >= 0 && val < (1L << 63)) { buf.put((byte) extract7bits(0, val)); buf.put((byte) extract7bits(1, val)); buf.put((byte) extract7bits(2, val)); @@ -145,20 +145,20 @@ public void compress(long[] in, IntWrapper inpos, int inlength, byte[] out, out[outpostmp++] = (byte) extract7bits(1, val); out[outpostmp++] = (byte) extract7bits(2, val); out[outpostmp++] = (byte) (extract7bitsmaskless(3, (val)) | (1 << 7)); - } else if (val >= 0 && val < (1 << 35)) { + } else if (val >= 0 && val < (1L << 35)) { out[outpostmp++] = (byte) extract7bits(0, val); out[outpostmp++] = (byte) extract7bits(1, val); out[outpostmp++] = (byte) extract7bits(2, val); out[outpostmp++] = (byte) extract7bits(3, val); out[outpostmp++] = (byte) (extract7bitsmaskless(4, (val)) | (1 << 7)); - } else if (val >= 0 && val < (1 << 42)) { + } else if (val >= 0 && val < (1L << 42)) { out[outpostmp++] = (byte) extract7bits(0, val); out[outpostmp++] = (byte) extract7bits(1, val); out[outpostmp++] = (byte) extract7bits(2, val); out[outpostmp++] = (byte) extract7bits(3, val); out[outpostmp++] = (byte) extract7bits(4, val); out[outpostmp++] = (byte) (extract7bitsmaskless(5, (val)) | (1 << 7)); - } else if (val >= 0 && val < (1 << 49)) { + } else if (val >= 0 && val < (1L << 49)) { out[outpostmp++] = (byte) extract7bits(0, val); out[outpostmp++] = (byte) extract7bits(1, val); out[outpostmp++] = (byte) extract7bits(2, val); @@ -166,7 +166,7 @@ public void compress(long[] in, IntWrapper inpos, int inlength, byte[] out, out[outpostmp++] = (byte) extract7bits(4, val); out[outpostmp++] = (byte) extract7bits(5, val); out[outpostmp++] = (byte) (extract7bitsmaskless(6, (val)) | (1 << 7)); - } else if (val >= 0 && val < (1 << 56)) { + } else if (val >= 0 && val < (1L << 56)) { out[outpostmp++] = (byte) extract7bits(0, val); out[outpostmp++] = (byte) extract7bits(1, val); out[outpostmp++] = (byte) extract7bits(2, val); @@ -175,7 +175,7 @@ public void compress(long[] in, IntWrapper inpos, int inlength, byte[] out, out[outpostmp++] = (byte) extract7bits(5, val); out[outpostmp++] = (byte) extract7bits(6, val); out[outpostmp++] = (byte) (extract7bitsmaskless(7, (val)) | (1 << 7)); - } else if (val >= 0 && val < (1 << 63)) { + } else if (val >= 0 && val < (1L << 63)) { out[outpostmp++] = (byte) extract7bits(0, val); out[outpostmp++] = (byte) extract7bits(1, val); out[outpostmp++] = (byte) extract7bits(2, val); diff --git a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java index eab3c63..15613f2 100644 --- a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java +++ b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java @@ -28,17 +28,17 @@ private void checkConsistency(LongCODEC codec, long[] array) { Assert.assertArrayEquals(array, uncompressed); } - if (codec instanceof SkippableLongCODEC) { - long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); - long[] uncompressed = - LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); + if (codec instanceof ByteLongCODEC) { + byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); + long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); Assert.assertArrayEquals(array, uncompressed); } - if (codec instanceof ByteLongCODEC) { - byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); - long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); + if (codec instanceof SkippableLongCODEC) { + long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); + long[] uncompressed = + LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); Assert.assertArrayEquals(array, uncompressed); } @@ -77,4 +77,27 @@ public void testCodec_MinValue() { public void testCodec_ZeroMinValue() { checkConsistency(codec, new long[] { 0, Long.MIN_VALUE }); } + + @Test + public void testCodec_allPowerOfTwo() { + checkConsistency(codec, new long[] { 1L << 42 }); + for (int i = 0; i < 64; i++) { + checkConsistency(codec, new long[] { 1L << i }); + } + } + + @Test + public void testCodec_ZeroThenAllPowerOfTwo() { + for (int i = 0; i < 64; i++) { + checkConsistency(codec, new long[] { 0, 1L << i }); + } + } + + @Test + public void testCodec_intermediateHighPowerOfTwo() { + Assert.assertEquals(1, LongTestUtils.compress((LongCODEC) codec, new long[] { 1L << 42 }).length); + Assert.assertEquals(7, LongTestUtils.compress((ByteLongCODEC) codec, new long[] { 1L << 42 }).length); + Assert.assertEquals(1, LongTestUtils.compressHeadless((SkippableLongCODEC) codec, new long[] { 1L << 42 }).length); + } + } From 3e1d40b82e724a6a489b50a294ab3c82b6c9680a Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Sat, 26 Nov 2022 18:02:52 +0400 Subject: [PATCH 165/266] Add utility classes (Comnposition, Delta), Introduce LongAs2IntsCodec --- pom.xml | 6 + .../longcompression/IntegratedLongCODEC.java | 11 + .../longcompression/LongAs2IntsCodec.java | 189 +++++++++ .../longcompression/LongComposition.java | 71 ++++ .../longcompression/LongVariableByte.java | 1 + .../longcompression/RoaringIntPacking.java | 108 +++++ .../SkippableLongComposition.java | 70 ++++ .../differential/LongDelta.java | 150 +++++++ .../lemire/integercompression/BasicTest.java | 4 +- .../lemire/longcompression/LongBasicTest.java | 396 ++++++++++++++++++ .../lemire/longcompression/LongTestUtils.java | 2 +- .../longcompression/TestLongAs2IntsCodec.java | 106 +++++ .../synth/LongClusteredDataGenerator.java | 91 ++++ .../synth/LongUniformDataGenerator.java | 125 ++++++ 14 files changed, 1327 insertions(+), 3 deletions(-) create mode 100644 src/main/java/me/lemire/longcompression/IntegratedLongCODEC.java create mode 100644 src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java create mode 100644 src/main/java/me/lemire/longcompression/LongComposition.java create mode 100644 src/main/java/me/lemire/longcompression/RoaringIntPacking.java create mode 100644 src/main/java/me/lemire/longcompression/SkippableLongComposition.java create mode 100644 src/main/java/me/lemire/longcompression/differential/LongDelta.java create mode 100644 src/test/java/me/lemire/longcompression/LongBasicTest.java create mode 100644 src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java create mode 100644 src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java create mode 100644 src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java diff --git a/pom.xml b/pom.xml index fc6912b..a960b2c 100644 --- a/pom.xml +++ b/pom.xml @@ -48,6 +48,12 @@ 4.13.1 test + + org.roaringbitmap + RoaringBitmap + 0.9.35 + test + GitHub Issue Tracking diff --git a/src/main/java/me/lemire/longcompression/IntegratedLongCODEC.java b/src/main/java/me/lemire/longcompression/IntegratedLongCODEC.java new file mode 100644 index 0000000..b21ef68 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/IntegratedLongCODEC.java @@ -0,0 +1,11 @@ +package me.lemire.longcompression; + +/** + * This is just like LongCODEC, except that it indicates that delta coding is + * "integrated", so that you don't need a separate step for delta coding. + * + * @author Benoit Lacelle + */ +public interface IntegratedLongCODEC extends LongCODEC { + +} diff --git a/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java b/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java new file mode 100644 index 0000000..3b2bc76 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java @@ -0,0 +1,189 @@ +package me.lemire.longcompression; + +import java.util.Arrays; + +import me.lemire.integercompression.BinaryPacking; +import me.lemire.integercompression.Composition; +import me.lemire.integercompression.IntCompressor; +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.IntegerCODEC; +import me.lemire.integercompression.VariableByte; + +/** + * A {@link LongCODEC} which split each long in a highpart (32 first bits) and a low part (32 last bits). + * + * @author Benoit Lacelle + * + */ +public class LongAs2IntsCodec implements LongCODEC { + final IntegerCODEC highPartsCodec; + final IntegerCODEC lowPartsCodec; + + public LongAs2IntsCodec(IntegerCODEC highPartsCodec, IntegerCODEC lowPartsCodec) { + this.highPartsCodec = highPartsCodec; + this.lowPartsCodec = lowPartsCodec; + } + + /** + * By default, we expect longs to be slightly above Integer.MAX_VALUE. Hence highParts to be small and positive + * integers. For lowParts, we rely on {@link IntCompressor} default IntegerCODEC + */ + public LongAs2IntsCodec() { + this(new VariableByte(), new Composition(new BinaryPacking(), new VariableByte())); + } + + @Override + public void compress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { + if (inlength == 0) { + return; + } + + int[] highParts = new int[inlength]; + int[] lowParts = new int[inlength]; + + for (int i = 0; i < inlength; i++) { + int inPosition = inpos.get() + i; + + highParts[i] = RoaringIntPacking.high(in[inPosition]); + lowParts[i] = RoaringIntPacking.low(in[inPosition]); + } + + // TODO What would be a relevant buffer size? + int[] buffer = new int[inlength * 16]; + + int outPosition = outpos.get(); + + boolean hasLeftover; + { + // The first integer is reserved to hold the number of compressed ints + IntWrapper highPartsOutPosition = new IntWrapper(1); + + highPartsCodec.compress(highParts, new IntWrapper(), inlength, buffer, highPartsOutPosition); + + // Record the compressedHighparts length + buffer[0] = highPartsOutPosition.get() - 1; + + for (int i = 0; i < highPartsOutPosition.get() / 2; i++) { + long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]); + out[outPosition++] = pack; + } + + if (1 == highPartsOutPosition.get() % 2) { + // Shift the trailing integer as first in the buffer + hasLeftover = true; + buffer[0] = buffer[highPartsOutPosition.get() - 1]; + } else { + hasLeftover = false; + } + } + + { + // The first integer is reserved to hold the number of compressed ints + IntWrapper lowPartsOutPosition = new IntWrapper(1); + if (hasLeftover) { + // Keep the trailing int from highParts before the reserved int from lowParts compressed length + lowPartsOutPosition.set(2); + } + + lowPartsCodec.compress(lowParts, new IntWrapper(0), inlength, buffer, lowPartsOutPosition); + + // Record the compressedHighparts length + buffer[hasLeftover ? 1 : 0] = lowPartsOutPosition.get() - (hasLeftover ? 2 : 1); + + for (int i = 0; i < lowPartsOutPosition.get() / 2; i++) { + long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]); + out[outPosition++] = pack; + } + + if (1 == lowPartsOutPosition.get() % 2) { + // The trailing integer is packed with a 0 + long pack = RoaringIntPacking.pack(buffer[lowPartsOutPosition.get() - 1], 0); + out[outPosition++] = pack; + } + } + + inpos.add(inlength); + outpos.set(outPosition); + } + + /** + * inlength is ignored by this codec. We may rely on it instead of storing the compressedLowPart length + */ + @Override + public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { + if (inlength == 0) { + return; + } + + int longIndex = inpos.get(); + + int nbCompressedHighParts = RoaringIntPacking.high(in[longIndex]); + int[] compressedHighParts = new int[nbCompressedHighParts]; + + // !highPart as we just read the highPart for nbCompressedHighParts + boolean highPart = false; + for (int i = 0; i < nbCompressedHighParts; i++) { + int nextInt; + if (highPart) { + nextInt = RoaringIntPacking.high(in[longIndex + (i + 1) / 2]); + } else { + nextInt = RoaringIntPacking.low(in[longIndex + (i + 1) / 2]); + } + compressedHighParts[i] = nextInt; + + highPart = !highPart; + } + + // TODO What would be a relevant buffer size? + int[] buffer = new int[inlength * 16]; + + IntWrapper highPartsOutPosition = new IntWrapper(); + highPartsCodec.uncompress(compressedHighParts, + new IntWrapper(), + compressedHighParts.length, + buffer, + highPartsOutPosition); + int[] highParts = Arrays.copyOf(buffer, highPartsOutPosition.get()); + + // +1 as we initially read nbCompressedHighParts + int intIndexNbCompressedLowParts = longIndex * 2 + 1 + nbCompressedHighParts; + int nbCompressedLowParts; + if (highPart) { + nbCompressedLowParts = RoaringIntPacking.high(in[intIndexNbCompressedLowParts / 2]); + } else { + nbCompressedLowParts = RoaringIntPacking.low(in[intIndexNbCompressedLowParts / 2]); + } + highPart = !highPart; + + int[] compressedLowParts = new int[nbCompressedLowParts]; + for (int i = 0; i < nbCompressedLowParts; i++) { + int nextInt; + if (highPart) { + nextInt = RoaringIntPacking.high(in[(intIndexNbCompressedLowParts + 1 + i) / 2]); + } else { + nextInt = RoaringIntPacking.low(in[(intIndexNbCompressedLowParts + 1 + i) / 2]); + } + compressedLowParts[i] = nextInt; + + highPart = !highPart; + } + + IntWrapper lowPartsOutPosition = new IntWrapper(); + lowPartsCodec.uncompress(compressedLowParts, + new IntWrapper(), + compressedLowParts.length, + buffer, + lowPartsOutPosition); + int[] lowParts = Arrays.copyOf(buffer, lowPartsOutPosition.get()); + assert highParts.length == lowParts.length; + + int outposition = outpos.get(); + for (int i = 0; i < highParts.length; i++) { + out[outposition++] = RoaringIntPacking.pack(highParts[i], lowParts[i]); + } + + inpos.add(inlength); + outpos.set(outposition); + } + +} diff --git a/src/main/java/me/lemire/longcompression/LongComposition.java b/src/main/java/me/lemire/longcompression/LongComposition.java new file mode 100644 index 0000000..1394a78 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/LongComposition.java @@ -0,0 +1,71 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.longcompression; + +import me.lemire.integercompression.IntWrapper; + +/** + * Helper class to compose schemes. + * + * @author Benoit Lacelle + */ +public class LongComposition implements LongCODEC { + LongCODEC F1, F2; + + /** + * Compose a scheme from a first one (f1) and a second one (f2). The + * first one is called first and then the second one tries to compress + * whatever remains from the first run. + * + * By convention, the first scheme should be such that if, during + * decoding, a 32-bit zero is first encountered, then there is no + * output. + * + * @param f1 + * first codec + * @param f2 + * second codec + */ + public LongComposition(LongCODEC f1, LongCODEC f2) { + F1 = f1; + F2 = f2; + } + + @Override + public void compress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos) { + if (inlength == 0) { + return; + } + int inposInit = inpos.get(); + int outposInit = outpos.get(); + F1.compress(in, inpos, inlength, out, outpos); + if (outpos.get() == outposInit) { + out[outposInit] = 0; + outpos.increment(); + } + inlength -= inpos.get() - inposInit; + F2.compress(in, inpos, inlength, out, outpos); + } + + @Override + public void uncompress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos) { + if (inlength == 0) + return; + final int init = inpos.get(); + F1.uncompress(in, inpos, inlength, out, outpos); + inlength -= inpos.get() - init; + F2.uncompress(in, inpos, inlength, out, outpos); + } + + @Override + public String toString() { + return F1.toString() + " + " + F2.toString(); + } + +} diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java index 2212e7f..478db20 100644 --- a/src/main/java/me/lemire/longcompression/LongVariableByte.java +++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java @@ -41,6 +41,7 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] o IntWrapper outpos) { if (inlength == 0) return; + // Worst case: we write 10 bytes per long, hence 2 longs for a long, hence 16 bytes per long ByteBuffer buf = makeBuffer(inlength * 16); buf.order(ByteOrder.LITTLE_ENDIAN); for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { diff --git a/src/main/java/me/lemire/longcompression/RoaringIntPacking.java b/src/main/java/me/lemire/longcompression/RoaringIntPacking.java new file mode 100644 index 0000000..f109ab3 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/RoaringIntPacking.java @@ -0,0 +1,108 @@ +/* + * (c) the authors Licensed under the Apache License, Version 2.0. + */ +package me.lemire.longcompression; + +import java.math.BigInteger; +import java.util.Comparator; + +/** + * Used to hold the logic packing 2 integers in a long, and separating a long in two integers. It is + * useful in {@link Roaring64NavigableMap} as the implementation split the input long in two + * integers, one used as key of a NavigableMap while the other is added in a Bitmap + * + * @author Benoit Lacelle + * + */ +// Duplicated from RoaringBitmap +class RoaringIntPacking { + + /** + * + * @param id any long, positive or negative + * @return an int holding the 32 highest order bits of information of the input long + */ + public static int high(long id) { + return (int) (id >> 32); + } + + /** + * + * @param id any long, positive or negative + * @return an int holding the 32 lowest order bits of information of the input long + */ + public static int low(long id) { + return (int) id; + } + + /** + * + * @param high an integer representing the highest order bits of the output long + * @param low an integer representing the lowest order bits of the output long + * @return a long packing together the integers as computed by + * {@link RoaringIntPacking#high(long)} and {@link RoaringIntPacking#low(long)} + */ + // https://stackoverflow.com/questions/12772939/java-storing-two-ints-in-a-long + public static long pack(int high, int low) { + return (((long) high) << 32) | (low & 0xffffffffL); + } + + + /** + * + * @param signedLongs true if long put in a {@link Roaring64NavigableMap} should be considered as + * signed long. + * @return the int representing the highest value which can be set as high value in a + * {@link Roaring64NavigableMap} + */ + public static int highestHigh(boolean signedLongs) { + if (signedLongs) { + return Integer.MAX_VALUE; + } else { + return -1; + } + } + + /** + * @return A comparator for unsigned longs: a negative long is a long greater than Long.MAX_VALUE + */ + public static Comparator unsignedComparator() { + return new Comparator() { + + @Override + public int compare(Integer o1, Integer o2) { + return compareUnsigned(o1, o2); + } + }; + } + + /** + * Compares two {@code int} values numerically treating the values as unsigned. + * + * @param x the first {@code int} to compare + * @param y the second {@code int} to compare + * @return the value {@code 0} if {@code x == y}; a value less than {@code 0} if {@code x < y} as + * unsigned values; and a value greater than {@code 0} if {@code x > y} as unsigned values + * @since 1.8 + */ + // Duplicated from jdk8 Integer.compareUnsigned + public static int compareUnsigned(int x, int y) { + return Integer.compare(x + Integer.MIN_VALUE, y + Integer.MIN_VALUE); + } + + /** the constant 2^64 */ + private static final BigInteger TWO_64 = BigInteger.ONE.shiftLeft(64); + + /** + * JDK8 Long.toUnsignedString was too complex to backport. Go for a slow version relying on + * BigInteger + */ + // https://stackoverflow.com/questions/7031198/java-signed-long-to-unsigned-long-string + static String toUnsignedString(long l) { + BigInteger b = BigInteger.valueOf(l); + if (b.signum() < 0) { + b = b.add(TWO_64); + } + return b.toString(); + } +} diff --git a/src/main/java/me/lemire/longcompression/SkippableLongComposition.java b/src/main/java/me/lemire/longcompression/SkippableLongComposition.java new file mode 100644 index 0000000..5568489 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/SkippableLongComposition.java @@ -0,0 +1,70 @@ +/** + * This is code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.longcompression; + +import me.lemire.integercompression.IntWrapper; + +/** + * Helper class to compose schemes. + * + * @author Benoit Lacelle + */ +public class SkippableLongComposition implements SkippableLongCODEC { + SkippableLongCODEC F1, F2; + + /** + * Compose a scheme from a first one (f1) and a second one (f2). The first + * one is called first and then the second one tries to compress whatever + * remains from the first run. + * + * By convention, the first scheme should be such that if, during decoding, + * a 32-bit zero is first encountered, then there is no output. + * + * @param f1 + * first codec + * @param f2 + * second codec + */ + public SkippableLongComposition(SkippableLongCODEC f1, + SkippableLongCODEC f2) { + F1 = f1; + F2 = f2; + } + + @Override + public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] out, + IntWrapper outpos) { + int init = inpos.get(); + int outposInit = outpos.get(); + F1.headlessCompress(in, inpos, inlength, out, outpos); + if (outpos.get() == outposInit) { + out[outposInit] = 0; + outpos.increment(); + } + inlength -= inpos.get() - init; + F2.headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] out, + IntWrapper outpos, int num) { + int init = inpos.get(); + F1.headlessUncompress(in, inpos, inlength, out, outpos, num); + if (inpos.get() == init) { + inpos.increment(); + } + inlength -= inpos.get() - init; + num -= outpos.get(); + F2.headlessUncompress(in, inpos, inlength, out, outpos, num); + } + + @Override + public String toString() { + return F1.toString() + "+" + F2.toString(); + } + +} diff --git a/src/main/java/me/lemire/longcompression/differential/LongDelta.java b/src/main/java/me/lemire/longcompression/differential/LongDelta.java new file mode 100644 index 0000000..2b0e077 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/differential/LongDelta.java @@ -0,0 +1,150 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression.differential; + +/** + * Generic class to compute differential coding. + * + * @author Benoit lacelle + * + */ +public final class LongDelta { + + /** + * Apply differential coding (in-place). + * + * @param data + * data to be modified + */ + public static void delta(long[] data) { + for (int i = data.length - 1; i > 0; --i) { + data[i] -= data[i - 1]; + } + } + + /** + * Apply differential coding (in-place) given an initial value. + * + * @param data + * data to be modified + * @param start + * starting index + * @param length + * number of integers to process + * @param init + * initial value + * @return next initial vale + */ + public static long delta(long[] data, int start, int length, int init) { + final long nextinit = data[start + length - 1]; + for (int i = length - 1; i > 0; --i) { + data[start + i] -= data[start + i - 1]; + } + data[start] -= init; + return nextinit; + } + + /** + * Compute differential coding given an initial value. Output is written + * to a provided array: must have length "length" or better. + * + * @param data + * data to be modified + * @param start + * starting index + * @param length + * number of integers to process + * @param init + * initial value + * @param out + * output array + * @return next initial vale + */ + public static long delta(long[] data, int start, int length, int init, + long[] out) { + for (int i = length - 1; i > 0; --i) { + out[i] = data[start + i] - data[start + i - 1]; + } + out[0] = data[start] - init; + return data[start + length - 1]; + } + + /** + * Undo differential coding (in-place). Effectively computes a prefix + * sum. + * + * @param data + * to be modified. + */ + public static void inverseDelta(long[] data) { + for (int i = 1; i < data.length; ++i) { + data[i] += data[i - 1]; + } + } + + /** + * Undo differential coding (in-place). Effectively computes a prefix + * sum. Like inverseDelta, only faster. + * + * @param data + * to be modified + */ + public static void fastinverseDelta(long[] data) { + int sz0 = data.length / 4 * 4; + int i = 1; + if (sz0 >= 4) { + long a = data[0]; + for (; i < sz0 - 4; i += 4) { + a = data[i] += a; + a = data[i + 1] += a; + a = data[i + 2] += a; + a = data[i + 3] += a; + } + } + + for (; i != data.length; ++i) { + data[i] += data[i - 1]; + } + } + + /** + * Undo differential coding (in-place). Effectively computes a prefix + * sum. Like inverseDelta, only faster. Uses an initial value. + * + * @param data + * to be modified + * @param start + * starting index + * @param length + * number of integers to process + * @param init + * initial value + * @return next initial value + */ + public static long fastinverseDelta(long[] data, int start, int length, + int init) { + data[start] += init; + int sz0 = length / 4 * 4; + int i = 1; + if (sz0 >= 4) { + long a = data[start]; + for (; i < sz0 - 4; i += 4) { + a = data[start + i] += a; + a = data[start + i + 1] += a; + a = data[start + i + 2] += a; + a = data[start + i + 3] += a; + } + } + + for (; i != length; ++i) { + data[start + i] += data[start + i - 1]; + } + return data[start + length - 1]; + } + +} diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 459fbdd..b5f292e 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -29,7 +29,7 @@ */ @SuppressWarnings({ "static-method" }) public class BasicTest { - IntegerCODEC[] codecs = { + final IntegerCODEC[] codecs = { new IntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()), new JustCopy(), @@ -51,7 +51,7 @@ public class BasicTest { new DeltaZigzagVariableByte()) }; /** - * + * This tests with a compressed array with various offset */ @Test public void saulTest() { diff --git a/src/test/java/me/lemire/longcompression/LongBasicTest.java b/src/test/java/me/lemire/longcompression/LongBasicTest.java new file mode 100644 index 0000000..5aa3551 --- /dev/null +++ b/src/test/java/me/lemire/longcompression/LongBasicTest.java @@ -0,0 +1,396 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression; + +import static org.junit.Assert.assertArrayEquals; +import static org.junit.Assert.assertEquals; + +import java.util.Arrays; + +import org.junit.Test; + +import me.lemire.integercompression.BinaryPacking; +import me.lemire.integercompression.Composition; +import me.lemire.integercompression.FastPFOR; +import me.lemire.integercompression.FastPFOR128; +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.JustCopy; +import me.lemire.integercompression.NewPFD; +import me.lemire.integercompression.NewPFDS16; +import me.lemire.integercompression.NewPFDS9; +import me.lemire.integercompression.OptPFD; +import me.lemire.integercompression.OptPFDS16; +import me.lemire.integercompression.OptPFDS9; +import me.lemire.integercompression.Simple9; +import me.lemire.integercompression.VariableByte; +import me.lemire.integercompression.differential.Delta; +import me.lemire.integercompression.differential.IntegratedBinaryPacking; +import me.lemire.integercompression.differential.IntegratedComposition; +import me.lemire.integercompression.differential.IntegratedVariableByte; +import me.lemire.longcompression.differential.LongDelta; +import me.lemire.longcompression.synth.LongClusteredDataGenerator; + +/** + * Just some basic sanity tests. + * + * @author Benoit Lacelle + */ +@SuppressWarnings({ "static-method" }) +public class LongBasicTest { + final LongCODEC[] codecs = { + new LongJustCopy(), + new LongVariableByte(), + new LongAs2IntsCodec()}; + + /** + * This tests with a compressed array with various offset + */ + @Test + public void saulTest() { + for (LongCODEC C : codecs) { + for (int x = 0; x < 50; ++x) { + long[] a = { 2, 3, 4, 5 }; + long[] b = new long[90]; + long[] c = new long[a.length]; + + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + C.compress(a, aOffset, a.length, b, bOffset); + int len = bOffset.get() - x; + + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + C.uncompress(b, bOffset, len, c, cOffset); + if(!Arrays.equals(a, c)) { + System.out.println("Problem with "+C); + } + assertArrayEquals(a, c); + + } + } + } + /** + * + */ + @Test + public void varyingLengthTest() { + int N = 4096; + long[] data = new long[N]; + for (int k = 0; k < N; ++k) + data[k] = k; + for (LongCODEC c : codecs) { + System.out.println("[BasicTest.varyingLengthTest] codec = " + c); + for (int L = 1; L <= 128; L++) { + long[] comp = LongTestUtils.compress(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + for (int L = 128; L <= N; L *= 2) { + long[] comp = LongTestUtils.compress(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) { + System.out.println(Arrays.toString(Arrays.copyOf( + answer, L))); + System.out.println(Arrays.toString(Arrays.copyOf(data, + L))); + throw new RuntimeException("bug"); + } + } + + } + } + + /** + * + */ + @Test + public void varyingLengthTest2() { + int N = 128; + long[] data = new long[N]; + data[127] = -1; + for (LongCODEC c : codecs) { + System.out.println("[BasicTest.varyingLengthTest2] codec = " + c); + try { + // CODEC Simple9 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.Simple9"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } + try { + // CODEC Simple16 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.Simple16"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } + try { + // CODEC GroupSimple9 is limited to "small" integers. + if (c.getClass().equals( + Class.forName("me.lemire.integercompression.GroupSimple9"))) + continue; + } catch (ClassNotFoundException e) { + e.printStackTrace(); + } + + for (int L = 1; L <= 128; L++) { + long[] comp = LongTestUtils.compress(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + for (int L = 128; L <= N; L *= 2) { + long[] comp = LongTestUtils.compress(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompress(c, comp, L); + for (int k = 0; k < L; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug"); + } + + } + } + + /** + * + */ + @Test + public void checkVariousCases() { + for (LongCODEC c : codecs) { + testZeroInZeroOut(c); + test(c, c, 5, 10); + test(c, c, 5, 14); + test(c, c, 2, 18); + // TODO Unclear which codec should manage an empty output array or not + // Some IntegerCodec does not output anything if the input is smaller than some block size + // testSpurious(c); + testUnsorted(c); + testUnsorted2(c); + testUnsorted3(c); + } + } + + /** + * check that the codecs can be inverted. + */ + @Test + public void basictest() { + for (LongCODEC codec : codecs) { + test(codec, 5, 10); + test(codec, 5, 14); + test(codec, 2, 18); + } + } + + private static void testSpurious(LongCODEC c) { + long[] x = new long[1024]; + long[] y = new long[0]; + IntWrapper i0 = new IntWrapper(0); + IntWrapper i1 = new IntWrapper(0); + for (int inlength = 0; inlength < 32; ++inlength) { + c.compress(x, i0, inlength, y, i1); + assertEquals(0, i1.intValue()); + } + } + + private static void testZeroInZeroOut(LongCODEC c) { + long[] x = new long[0]; + long[] y = new long[0]; + IntWrapper i0 = new IntWrapper(0); + IntWrapper i1 = new IntWrapper(0); + c.compress(x, i0, 0, y, i1); + assertEquals(0, i1.intValue()); + + long[] out = new long[0]; + IntWrapper outpos = new IntWrapper(0); + c.uncompress(y, i1, 0, out, outpos); + assertEquals(0, outpos.intValue()); + } + + private static void test(LongCODEC c, LongCODEC co, int N, int nbr) { + LongClusteredDataGenerator cdg = new LongClusteredDataGenerator(); + for (int sparsity = 1; sparsity < 31 - nbr; sparsity += 4) { + long[][] data = new long[N][]; + int max = (1 << (nbr + sparsity)); + for (int k = 0; k < N; ++k) { + data[k] = cdg.generateClustered((1 << nbr), max); + } + testCodec(c, co, data, max); + } + } + + private static void test(LongCODEC codec, int N, int nbr) { + LongClusteredDataGenerator cdg = new LongClusteredDataGenerator(); + System.out.println("[BasicTest.test] N = " + N + " " + nbr); + for (int sparsity = 1; sparsity < 63 - nbr; sparsity += 4) { + long[][] data = new long[N][]; + long max = (1L << (nbr + sparsity)); + for (int k = 0; k < N; ++k) { + data[k] = cdg.generateClustered((1 << nbr), max); + } + + testCodec(codec, codec, data, max); + } + } + + private static void testCodec(LongCODEC c, LongCODEC co, + long[][] data, long max) { + int N = data.length; + int maxlength = 0; + for (int k = 0; k < N; ++k) { + if (data[k].length > maxlength) + maxlength = data[k].length; + } + long[] buffer = new long[maxlength + 1024]; + long[] dataout = new long[4 * maxlength + 1024]; + // 4x + 1024 to account for the possibility of some negative + // compression. + IntWrapper inpos = new IntWrapper(); + IntWrapper outpos = new IntWrapper(); + for (int k = 0; k < N; ++k) { + long[] backupdata = Arrays.copyOf(data[k], data[k].length); + + inpos.set(1); + outpos.set(0); + if (!(c instanceof IntegratedLongCODEC)) { + LongDelta.delta(backupdata); + } + c.compress(backupdata, inpos, backupdata.length - inpos.get(), + dataout, outpos); + final int thiscompsize = outpos.get() + 1; + inpos.set(0); + outpos.set(1); + buffer[0] = backupdata[0]; + co.uncompress(dataout, inpos, thiscompsize - 1, buffer, outpos); + if (!(c instanceof IntegratedLongCODEC)) + LongDelta.fastinverseDelta(buffer); + + // Check assertions. + assertEquals("length is not match", outpos.get(), data[k].length); + long[] bufferCutout = Arrays.copyOf(buffer, outpos.get()); + assertArrayEquals("failed to reconstruct original data", data[k], + bufferCutout); + } + } + + /** + * @param codec + * provided codec + */ + public void testUnsorted(LongCODEC codec) { + int[] lengths = { 133, 1026, 1333333 }; + for (int N : lengths) { + long[] data = new long[N]; + // initialize the data (most will be small) + for (int k = 0; k < N; k += 1) + data[k] = 3; + // throw some larger values + for (int k = 0; k < N; k += 5) + data[k] = 100; + for (int k = 0; k < N; k += 533) + data[k] = 10000; + data[5] = -311; + // could need more compressing + long[] compressed = new long[(int) Math.ceil(N * 1.01) + 1024]; + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + codec.compress(data, inputoffset, data.length, compressed, + outputoffset); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + long[] recovered = new long[N]; + IntWrapper recoffset = new IntWrapper(0); + codec.uncompress(compressed, new IntWrapper(0), compressed.length, + recovered, recoffset); + assertArrayEquals(data, recovered); + } + } + + private void testUnsorted2(LongCODEC codec) { + long[] data = new long[128]; + data[5] = -1; + long[] compressed = new long[1024]; + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + codec.compress(data, inputoffset, data.length, compressed, outputoffset); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + long[] recovered = new long[128]; + IntWrapper recoffset = new IntWrapper(0); + codec.uncompress(compressed, new IntWrapper(0), compressed.length, + recovered, recoffset); + assertArrayEquals(data, recovered); + } + + private void testUnsorted3(LongCODEC codec) { + long[] data = new long[128]; + data[127] = -1; + long[] compressed = new long[1024]; + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + codec.compress(data, inputoffset, data.length, compressed, outputoffset); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + long[] recovered = new long[128]; + IntWrapper recoffset = new IntWrapper(0); + codec.uncompress(compressed, new IntWrapper(0), compressed.length, + recovered, recoffset); + assertArrayEquals(data, recovered); + } + + /** + * + */ + @Test + public void fastPforTest() { + // proposed by Stefan Ackermann (https://github.com/Stivo) + for (LongCODEC codec : codecs) { + int N = FastPFOR.BLOCK_SIZE; + long[] data = new long[N]; + for (int i = 0; i < N; i++) + data[i] = 0; + data[126] = -1; + long[] comp = LongTestUtils.compress(codec, Arrays.copyOf(data, N)); + long[] answer = LongTestUtils.uncompress(codec, comp, N); + for (int k = 0; k < N; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug " + k + " " + answer[k] + + " != " + data[k]); + } + } + + /** + * + */ + @Test + public void fastPfor128Test() { + // proposed by Stefan Ackermann (https://github.com/Stivo) + for (LongCODEC codec : codecs) { + int N = FastPFOR128.BLOCK_SIZE; + long[] data = new long[N]; + for (int i = 0; i < N; i++) + data[i] = 0; + data[126] = -1; + long[] comp = LongTestUtils.compress(codec, Arrays.copyOf(data, N)); + long[] answer = LongTestUtils.uncompress(codec, comp, N); + for (int k = 0; k < N; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug " + k + " " + answer[k] + + " != " + data[k]); + } + } + +} diff --git a/src/test/java/me/lemire/longcompression/LongTestUtils.java b/src/test/java/me/lemire/longcompression/LongTestUtils.java index 23baaaf..a44e665 100644 --- a/src/test/java/me/lemire/longcompression/LongTestUtils.java +++ b/src/test/java/me/lemire/longcompression/LongTestUtils.java @@ -77,7 +77,7 @@ public static void assertSymmetry(LongCODEC codec, long... orig) { } protected static long[] compress(LongCODEC codec, long[] data) { - long[] outBuf = new long[data.length * 4]; + long[] outBuf = new long[data.length * 8]; IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); codec.compress(data, inPos, data.length, outBuf, outPos); diff --git a/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java b/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java new file mode 100644 index 0000000..00bb52a --- /dev/null +++ b/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java @@ -0,0 +1,106 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression; + +import java.util.stream.LongStream; + +import org.junit.Assert; +import org.junit.Test; + +/** + * Edge-cases having caused issue specifically with LongVariableByte. + * + * @author Benoit Lacelle + */ +public class TestLongAs2IntsCodec { + final LongAs2IntsCodec codec = new LongAs2IntsCodec(); + + private void checkConsistency(LongCODEC codec, long[] array) { + { + long[] compressed = LongTestUtils.compress(codec, array); + long[] uncompressed = LongTestUtils.uncompress(codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + + if (codec instanceof ByteLongCODEC) { + byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); + long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + + if (codec instanceof SkippableLongCODEC) { + long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); + long[] uncompressed = + LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + } + + @Test + public void testCodec_Zero() { + checkConsistency(codec, new long[] { 0 }); + } + + @Test + public void testCodec_Minus1() { + checkConsistency(codec, new long[] { -1 }); + } + + @Test + public void testCodec_ZeroTimes8Minus1() { + checkConsistency(codec, new long[] { 0, 0, 0, 0, 0, 0, 0, 0, -1 }); + } + + @Test + public void testCodec_ZeroTimes127Minus1() { + long[] array = LongStream.concat(LongStream.range(0, 127).map(l -> 0), LongStream.of(-1)).toArray(); + + checkConsistency(codec, array); + } + + @Test + public void testCodec_ZeroTimes128Minus1() { + long[] array = LongStream.concat(LongStream.range(0, 128).map(l -> 0), LongStream.of(-1)).toArray(); + + checkConsistency(codec, array); + } + + @Test + public void testCodec_MinValue() { + checkConsistency(codec, new long[] { Long.MIN_VALUE }); + } + + @Test + public void testCodec_ZeroMinValue() { + checkConsistency(codec, new long[] { 0, Long.MIN_VALUE }); + } + + @Test + public void testCodec_allPowerOfTwo() { + checkConsistency(codec, new long[] { 1L << 42 }); + for (int i = 0; i < 64; i++) { + checkConsistency(codec, new long[] { 1L << i }); + } + } + + @Test + public void testCodec_ZeroThenAllPowerOfTwo() { + for (int i = 0; i < 64; i++) { + checkConsistency(codec, new long[] { 0, 1L << i }); + } + } + + @Test + public void testCodec_intermediateHighPowerOfTwo() { + Assert.assertEquals(3, LongTestUtils.compress((LongCODEC) codec, new long[] { 1L << 42 }).length); + } + +} diff --git a/src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java b/src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java new file mode 100644 index 0000000..5b90ee0 --- /dev/null +++ b/src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java @@ -0,0 +1,91 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.longcompression.synth; + +import me.lemire.integercompression.synth.ClusteredDataGenerator; + +/** + * This class will generate lists of random longs based on the clustered + * model: + * + * Reference: Vo Ngoc Anh and Alistair Moffat. 2010. Index compression using + * 64-bit words. Softw. Pract. Exper.40, 2 (February 2010), 131-147. + * + * @author Benoit Lacelle + * @see ClusteredDataGenerator + */ +public class LongClusteredDataGenerator { + + final LongUniformDataGenerator unidg = new LongUniformDataGenerator(); + + /** + * Creating random array generator. + */ + public LongClusteredDataGenerator() { + } + + void fillUniform(long[] array, int offset, int length, long Min, long Max) { + long[] v = this.unidg.generateUniform(length, Max - Min); + for (int k = 0; k < v.length; ++k) + array[k + offset] = Min + v[k]; + } + + void fillClustered(long[] array, int offset, int length, long Min, long Max) { + final long range = Max - Min; + if ((range == length) || (length <= 10)) { + fillUniform(array, offset, length, Min, Max); + return; + } + final long cut = length + / 2 + + ((range - length - 1 > 0) ? (long)this.unidg.rand + .nextDouble() * (range - length - 1) : 0); + final double p = this.unidg.rand.nextDouble(); + if (p < 0.25) { + fillUniform(array, offset, length / 2, Min, Min + cut); + fillClustered(array, offset + length / 2, length + - length / 2, Min + cut, Max); + } else if (p < 0.5) { + fillClustered(array, offset, length / 2, Min, Min + cut); + fillUniform(array, offset + length / 2, length - length + / 2, Min + cut, Max); + } else { + fillClustered(array, offset, length / 2, Min, Min + cut); + fillClustered(array, offset + length / 2, length + - length / 2, Min + cut, Max); + } + } + + /** + * generates randomly N distinct integers from 0 to Max. + * + * @param N + * number of integers to generate + * @param Max + * maximal value of the integers + * @return array containing the integers + */ + public long[] generateClustered(int N, long Max) { + long[] array = new long[N]; + fillClustered(array, 0, N, 0, Max); + return array; + } + + /** + * Little test program. + * + * @param args + * arguments are ignored + */ + public static void main(final String[] args) { + long[] example = (new LongClusteredDataGenerator()) + .generateClustered(20, 1000); + for (int k = 0; k < example.length; ++k) + System.out.println(example[k]); + } + +} diff --git a/src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java b/src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java new file mode 100644 index 0000000..4d435f2 --- /dev/null +++ b/src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java @@ -0,0 +1,125 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.longcompression.synth; + +import java.util.Arrays; +import java.util.HashSet; +import java.util.Iterator; +import java.util.Random; +import java.util.Set; + +import org.roaringbitmap.longlong.Roaring64Bitmap; + +import me.lemire.integercompression.synth.UniformDataGenerator; + +/** + * This class will generate "uniform" lists of random longs. + * + * @author Benoit Lacelle + * @see UniformDataGenerator + */ +public class LongUniformDataGenerator { + /** + * construct generator of random arrays. + */ + public LongUniformDataGenerator() { + this.rand = new Random(); + } + + /** + * @param seed + * random seed + */ + public LongUniformDataGenerator(final int seed) { + this.rand = new Random(seed); + } + + /** + * generates randomly N distinct longs from 0 to Max. + */ + long[] generateUniformHash(int N, long Max) { + if (N > Max) + throw new RuntimeException("not possible"); + long[] ans = new long[N]; + Set s = new HashSet<>(); + while (s.size() < N) + s.add((long) (this.rand.nextDouble() * Max)); + Iterator i = s.iterator(); + for (int k = 0; k < N; ++k) + ans[k] = i.next().longValue(); + Arrays.sort(ans); + return ans; + } + + /** + * output all longs from the range [0,Max) that are not in the array + */ + static long[] negate(long[] x, long Max) { + int newLength = saturatedCast(Max - x.length); + long[] ans = new long[newLength]; + int i = 0; + int c = 0; + for (int j = 0; j < x.length; ++j) { + long v = x[j]; + for (; i < v; ++i) + ans[c++] = i; + ++i; + } + while (c < ans.length) + ans[c++] = i++; + return ans; + } + + private static int saturatedCast(long toInt) { + if (toInt > Integer.MAX_VALUE) { + return Integer.MAX_VALUE; + } else { + return (int) toInt; + } + } + + /** + * generates randomly N distinct longs from 0 to Max. + * + * @param N + * number of longs to generate + * @param Max + * bound on the value of longs + * @return an array containing randomly selected longs + */ + public long[] generateUniform(int N, long Max) { + assert N >= 0; + assert Max >= 0; + if (N * 2 > Max) { + return negate(generateUniform(saturatedCast(Max - N), Max), Max); + } + if (2048 * N > Max) + return generateUniformBitmap(N, Max); + return generateUniformHash(N, Max); + } + + /** + * generates randomly N distinct longs from 0 to Max. + */ + long[] generateUniformBitmap(int N, long Max) { + if (N > Max) + throw new RuntimeException("not possible"); + Roaring64Bitmap bs = new Roaring64Bitmap(); + int cardinality = 0; + while (cardinality < N) { + long v = (long) (rand.nextDouble() * Max); + if (!bs.contains(v)) { + bs.add(v); + cardinality++; + } + } + return bs.toArray(); + } + + Random rand = new Random(); + +} \ No newline at end of file From b40c7e623e2889462e1a974453d3564ef389b406 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 28 Nov 2022 11:24:54 -0500 Subject: [PATCH 166/266] Cleaning. --- src/main/java/me/lemire/longcompression/LongVariableByte.java | 4 ---- 1 file changed, 4 deletions(-) diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java index 478db20..f3d10ee 100644 --- a/src/main/java/me/lemire/longcompression/LongVariableByte.java +++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java @@ -46,7 +46,6 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] o buf.order(ByteOrder.LITTLE_ENDIAN); for (int k = inpos.get(); k < inpos.get() + inlength; ++k) { final long val = in[k]; - // System.out.println(LongUtil.longToBinaryWithLeading(val)); if (val >= 0 && val < (1 << 7)) { buf.put((byte) (val | (1 << 7))); } else if (val >= 0 && val < (1 << 14)) { @@ -187,7 +186,6 @@ public void compress(long[] in, IntWrapper inpos, int inlength, byte[] out, out[outpostmp++] = (byte) extract7bits(7, val); out[outpostmp++] = (byte) (extract7bitsmaskless(8, (val)) | (1 << 7)); } else { - // System.out.println(LongUtil.longToBinaryWithLeading(val)); out[outpostmp++] = (byte) extract7bits(0, val); out[outpostmp++] = (byte) extract7bits(1, val); out[outpostmp++] = (byte) extract7bits(2, val); @@ -214,7 +212,6 @@ public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, int tmpoutpos = outpos.get(); for (long v = 0, shift = 0; p < finalp;) { val = in[p]; - // System.out.println(LongUtil.longToBinaryWithLeading(val)); long c = (byte) (val >>> s); // Shift to next byte s += 8; @@ -309,7 +306,6 @@ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] int finaloutpos = num + tmpoutpos; for (long v = 0, shift = 0; tmpoutpos < finaloutpos;) { val = in[p]; - // System.out.println(longToBinaryWithLeading(val)); long c = val >>> s; // Shift to next byte s += 8; From 324c2823eff1bcd3c013c5ebc89fa143a2274a12 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 28 Nov 2022 11:27:08 -0500 Subject: [PATCH 167/266] Reverted random -> head --- src/main/java/me/lemire/longcompression/SkippableLongCODEC.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java index e3e7b84..c55a9ef 100644 --- a/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java +++ b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java @@ -11,7 +11,7 @@ /** * Interface describing a standard CODEC to compress longs. This is a - * variation on the LongCODEC interface meant to be used for head access. + * variation on the LongCODEC interface meant to be used for random access. * * The main difference is that we must specify the number of longs we wish to * decode. This information should be stored elsewhere. From e2a90c6bc73d3f0dcd66a3a3d13f57c54607789b Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 28 Nov 2022 12:58:46 -0500 Subject: [PATCH 168/266] Minor fixes. --- .../me/lemire/integercompression/SkippableIntegerCODEC.java | 2 +- .../integercompression/benchmarktools/BenchmarkSkippable.java | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java index 4568d71..719d9d5 100644 --- a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java @@ -10,7 +10,7 @@ /** * Interface describing a standard CODEC to compress integers. This is a - * variation on the IntegerCODEC interface meant to be used for head access. + * variation on the IntegerCODEC interface meant to be used for random access. * * The main difference is that we must specify the number of integers we wish to * decode. This information should be stored elsewhere. diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index 58bbc4a..363b841 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -83,7 +83,6 @@ private static int decompressFromSkipTable(Object c, int[] compressed, if (num > length - uncomppos.get()) num = length - uncomppos.get(); int location = metadata[metapos++]; - // System.out.println("location = "+location); int initvalue = metadata[metapos++]; int outputlocation = uncomppos.get(); if (location != compressedpos.get()) From 7dc74015890b580bb5004686920be43543542c4f Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 28 Nov 2022 12:59:39 -0500 Subject: [PATCH 169/266] Removing spurious "we". --- example.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.java b/example.java index 817e94f..71ccd63 100644 --- a/example.java +++ b/example.java @@ -117,7 +117,7 @@ public static void basicExampleHeadless() { */ IntWrapper inputoffset = new IntWrapper(0); IntWrapper outputoffset = new IntWrapper(1); - compressed[0] = data.length; // we manually store how many integers we + compressed[0] = data.length; // we manually store how many integers codec.headlessCompress(data, inputoffset, data.length, compressed, outputoffset, new IntWrapper(0)); // got it! // inputoffset should be at data.length but outputoffset tells From 1e48bd09f32d5cb65e42be90e47c99d731b4cfb3 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 28 Nov 2022 13:24:22 -0500 Subject: [PATCH 170/266] Extending the 'random access' documentation. --- .../me/lemire/integercompression/SkippableIntegerCODEC.java | 3 ++- .../java/me/lemire/longcompression/SkippableLongCODEC.java | 3 ++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java index 719d9d5..8b4dd8b 100644 --- a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java @@ -10,7 +10,8 @@ /** * Interface describing a standard CODEC to compress integers. This is a - * variation on the IntegerCODEC interface meant to be used for random access. + * variation on the IntegerCODEC interface meant to be used for random access + * (i.e., given a large array, you can segment it and decode just the subarray you need). * * The main difference is that we must specify the number of integers we wish to * decode. This information should be stored elsewhere. diff --git a/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java index c55a9ef..984914f 100644 --- a/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java +++ b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java @@ -11,7 +11,8 @@ /** * Interface describing a standard CODEC to compress longs. This is a - * variation on the LongCODEC interface meant to be used for random access. + * variation on the LongCODEC interface meant to be used for random access + * (i.e., given a large array, you can segment it and decode just the subarray you need). * * The main difference is that we must specify the number of longs we wish to * decode. This information should be stored elsewhere. From 5b86fe74fd62b7b3f8911cb309d6252da58b932e Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Mon, 28 Nov 2022 22:56:07 +0400 Subject: [PATCH 171/266] Introduce LongBinaryPacking --- .../lemire/integercompression/BitPacking.java | 4 +- .../DeltaZigzagVariableByte.java | 3 + .../lemire/integercompression/FastPFOR.java | 3 + .../integercompression/FastPFOR128.java | 3 + .../integercompression/IntCompressor.java | 4 +- .../integercompression/IntegerCODEC.java | 4 +- .../SkippableIntegerCODEC.java | 6 +- .../integercompression/VariableByte.java | 7 +- .../longcompression/LongBinaryPacking.java | 143 +++++++++++++++++ .../longcompression/LongBitPacking.java | 146 ++++++++++++++++++ .../me/lemire/longcompression/LongCODEC.java | 6 +- .../longcompression/LongCompressor.java | 76 +++++++++ .../me/lemire/longcompression/LongUtil.java | 30 ++++ .../longcompression/LongVariableByte.java | 4 +- .../longcompression/RoaringIntPacking.java | 62 -------- .../longcompression/SkippableLongCODEC.java | 6 +- .../longcompression/ATestLongCODEC.java | 96 ++++++++++++ .../lemire/longcompression/LongBasicTest.java | 33 ++-- .../SkippableLongBasicTest.java | 3 +- .../longcompression/TestLongAs2IntsCodec.java | 83 +--------- .../TestLongBinaryPacking.java | 26 ++++ .../longcompression/TestLongVariableByte.java | 81 +--------- 22 files changed, 575 insertions(+), 254 deletions(-) create mode 100644 src/main/java/me/lemire/longcompression/LongBinaryPacking.java create mode 100644 src/main/java/me/lemire/longcompression/LongBitPacking.java create mode 100644 src/main/java/me/lemire/longcompression/LongCompressor.java create mode 100644 src/test/java/me/lemire/longcompression/ATestLongCODEC.java create mode 100644 src/test/java/me/lemire/longcompression/TestLongBinaryPacking.java diff --git a/src/main/java/me/lemire/integercompression/BitPacking.java b/src/main/java/me/lemire/integercompression/BitPacking.java index e83c9e0..8652be4 100644 --- a/src/main/java/me/lemire/integercompression/BitPacking.java +++ b/src/main/java/me/lemire/integercompression/BitPacking.java @@ -1690,7 +1690,7 @@ protected static void fastpack9(final int[] in, int inpos, } /** - * Unpack 32 integers + * Pack without mask 32 integers * * @param in * source array @@ -3005,7 +3005,7 @@ protected static void fastpackwithoutmask9(final int[] in, int inpos, } /** - * Pack the 32 integers + * Unpack the 32 integers * * @param in * source array diff --git a/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java b/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java index ca9d0ad..2f8c709 100644 --- a/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java +++ b/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java @@ -134,6 +134,9 @@ public void uncompress(int[] inBuf, IntWrapper inPos, int inLen, * In case you need a different way to allocate buffers, you can override this method * with a custom behavior. The default implementation allocates a new Java direct * {@link ByteBuffer} on each invocation. + * + * @param sizeInBytes + * @return */ protected ByteBuffer makeBuffer(int sizeInBytes) { return ByteBuffer.allocateDirect(sizeInBytes); diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 36226c0..47969f4 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -336,6 +336,9 @@ public String toString() { * In case you need a different way to allocate buffers, you can override this method * with a custom behavior. The default implementation allocates a new Java direct * {@link ByteBuffer} on each invocation. + * + * @param sizeInBytes + * @return */ protected ByteBuffer makeBuffer(int sizeInBytes) { return ByteBuffer.allocateDirect(sizeInBytes); diff --git a/src/main/java/me/lemire/integercompression/FastPFOR128.java b/src/main/java/me/lemire/integercompression/FastPFOR128.java index b124072..83a3e1f 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR128.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR128.java @@ -317,6 +317,9 @@ public String toString() { * In case you need a different way to allocate buffers, you can override this method * with a custom behavior. The default implementation allocates a new Java direct * {@link ByteBuffer} on each invocation. + * + * @param sizeInBytes + * @return */ protected ByteBuffer makeBuffer(int sizeInBytes) { return ByteBuffer.allocateDirect(sizeInBytes); diff --git a/src/main/java/me/lemire/integercompression/IntCompressor.java b/src/main/java/me/lemire/integercompression/IntCompressor.java index 87e7bde..abaeea9 100644 --- a/src/main/java/me/lemire/integercompression/IntCompressor.java +++ b/src/main/java/me/lemire/integercompression/IntCompressor.java @@ -36,7 +36,8 @@ public IntCompressor() { * @throws UncompressibleInputException if the data is too poorly compressible */ public int[] compress(int[] input) { - int [] compressed = new int[input.length + input.length / 100 + 1024]; + int[] compressed = new int[input.length + input.length / 100 + 1024]; + // Store at index=0 the length of the input, hence enabling .headlessCompress compressed[0] = input.length; IntWrapper outpos = new IntWrapper(1); try { @@ -58,6 +59,7 @@ public int[] compress(int[] input) { * @return uncompressed array */ public int[] uncompress(int[] compressed) { + // Read at index=0 the length of the input, hence enabling .headlessUncompress int[] decompressed = new int[compressed[0]]; IntWrapper inpos = new IntWrapper(1); codec.headlessUncompress(compressed, inpos, diff --git a/src/main/java/me/lemire/integercompression/IntegerCODEC.java b/src/main/java/me/lemire/integercompression/IntegerCODEC.java index f2c9c7a..1dd9a4c 100644 --- a/src/main/java/me/lemire/integercompression/IntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/IntegerCODEC.java @@ -25,7 +25,7 @@ public interface IntegerCODEC { * @param in * input array * @param inpos - * location in the input array + * where to start reading in the array * @param inlength * how many integers to compress * @param out @@ -52,7 +52,7 @@ public void compress(int[] in, IntWrapper inpos, int inlength, * @param out * array where to write the compressed output * @param outpos - * where to write the compressed output in out + * where to start writing the uncompressed output in out */ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos); diff --git a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java index 4568d71..0b6e825 100644 --- a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java @@ -32,7 +32,7 @@ public interface SkippableIntegerCODEC { * @param in * input array * @param inpos - * location in the input array + * where to start reading in the array * @param inlength * how many integers to compress * @param out @@ -56,9 +56,9 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out * @param inlength * length of the compressed data (ignored by some schemes) * @param out - * array where to write the compressed output + * array where to write the uncompressed output * @param outpos - * where to write the compressed output in out + * where to start writing the uncompressed output in out * @param num * number of integers we want to decode, the actual number of integers decoded can be less */ diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 09e479b..1e28537 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -126,7 +126,7 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, s += 8; // Shift to next integer if s==32 p += s>>5; - // cycle from 31 to 0 + // cycle from 32 to 0 s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { @@ -194,7 +194,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o s += 8; // Shift to next integer if s==32 p += s>>5; - // cycle from 31 to 0 + // cycle from 32 to 0 s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { @@ -214,6 +214,9 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o * In case you need a different way to allocate buffers, you can override this method * with a custom behavior. The default implementation allocates a new Java direct * {@link ByteBuffer} on each invocation. + * + * @param sizeInBytes + * @return */ protected ByteBuffer makeBuffer(int sizeInBytes) { return ByteBuffer.allocateDirect(sizeInBytes); diff --git a/src/main/java/me/lemire/longcompression/LongBinaryPacking.java b/src/main/java/me/lemire/longcompression/LongBinaryPacking.java new file mode 100644 index 0000000..dba5cbc --- /dev/null +++ b/src/main/java/me/lemire/longcompression/LongBinaryPacking.java @@ -0,0 +1,143 @@ +package me.lemire.longcompression; + +import me.lemire.integercompression.BinaryPacking; +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.Util; + +/** + * Scheme based on a commonly used idea: can be extremely fast. + * It encodes integers in blocks of 64 longs. For arrays containing + * an arbitrary number of longs, you should use it in conjunction + * with another CODEC: + * + * 
    LongCODEC ic = 
+ *  new Composition(new LongBinaryPacking(), new LongVariableByte()).
    + * + * Note that this does not use differential coding: if you are working on sorted + * lists, you must compute the deltas separately. + * + *

    + * For details, please see {@link BinaryPacking} + *

    + * + * @author Benoit Lacelle + */ +public final class LongBinaryPacking implements LongCODEC, SkippableLongCODEC { + final static int BLOCK_SIZE = 64; + + @Override + public void compress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void headlessCompress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + int tmpoutpos = outpos.get(); + int s = inpos.get(); + // Compress by block of 8 * 64 longs as much as possible + for (; s + BLOCK_SIZE * 8 - 1 < inpos.get() + inlength; s += BLOCK_SIZE * 8) { + // maxbits can be anything between 0 and 64 included: expressed within a byte (1 << 6) + final long mbits1 = LongUtil.maxbits(in, s + 0 * BLOCK_SIZE, BLOCK_SIZE); + final long mbits2 = LongUtil.maxbits(in, s + 1 * BLOCK_SIZE, BLOCK_SIZE); + final long mbits3 = LongUtil.maxbits(in, s + 2 * BLOCK_SIZE, BLOCK_SIZE); + final long mbits4 = LongUtil.maxbits(in, s + 3 * BLOCK_SIZE, BLOCK_SIZE); + final long mbits5 = LongUtil.maxbits(in, s + 4 * BLOCK_SIZE, BLOCK_SIZE); + final long mbits6 = LongUtil.maxbits(in, s + 5 * BLOCK_SIZE, BLOCK_SIZE); + final long mbits7 = LongUtil.maxbits(in, s + 6 * BLOCK_SIZE, BLOCK_SIZE); + final long mbits8 = LongUtil.maxbits(in, s + 7 * BLOCK_SIZE, BLOCK_SIZE); + // The first long expressed the maxbits for the 8 buckets + out[tmpoutpos++] = (mbits1 << 56) | (mbits2 << 48) | (mbits3 << 40) | (mbits4 << 32) | (mbits5 << 24) | (mbits6 << 16) | (mbits7 << 8) | (mbits8); + LongBitPacking.fastpackwithoutmask(in, s + 0 * BLOCK_SIZE, out, tmpoutpos, (int) mbits1); + tmpoutpos += mbits1; + LongBitPacking.fastpackwithoutmask(in, s + 1 * BLOCK_SIZE, out, tmpoutpos, (int) mbits2); + tmpoutpos += mbits2; + LongBitPacking.fastpackwithoutmask(in, s + 2 * BLOCK_SIZE, out, tmpoutpos, (int) mbits3); + tmpoutpos += mbits3; + LongBitPacking.fastpackwithoutmask(in, s + 3 * BLOCK_SIZE, out, tmpoutpos, (int) mbits4); + tmpoutpos += mbits4; + LongBitPacking.fastpackwithoutmask(in, s + 4 * BLOCK_SIZE, out, tmpoutpos, (int) mbits5); + tmpoutpos += mbits5; + LongBitPacking.fastpackwithoutmask(in, s + 5 * BLOCK_SIZE, out, tmpoutpos, (int) mbits6); + tmpoutpos += mbits6; + LongBitPacking.fastpackwithoutmask(in, s + 6 * BLOCK_SIZE, out, tmpoutpos, (int) mbits7); + tmpoutpos += mbits7; + LongBitPacking.fastpackwithoutmask(in, s + 7 * BLOCK_SIZE, out, tmpoutpos, (int) mbits8); + tmpoutpos += mbits8; + } + // Then we compress up to 7 blocks of 64 longs + for (; s < inpos.get() + inlength; s += BLOCK_SIZE ) { + final int mbits = LongUtil.maxbits(in, s, BLOCK_SIZE); + out[tmpoutpos++] = mbits; + LongBitPacking.fastpackwithoutmask(in, s, out, tmpoutpos, mbits); + tmpoutpos += mbits; + } + inpos.add(inlength); + outpos.set(tmpoutpos); + } + + @Override + public void uncompress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = (int) in[inpos.get()]; + inpos.increment(); + headlessUncompress(in,inpos, inlength,out,outpos,outlength); + } + + @Override + public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, + long[] out, IntWrapper outpos, int num) { + final int outlength = Util.greatestMultiple(num, BLOCK_SIZE); + int tmpinpos = inpos.get(); + int s = outpos.get(); + for (; s + BLOCK_SIZE * 8 - 1 < outpos.get() + outlength; s += BLOCK_SIZE * 8) { + final long mbits1 = (in[tmpinpos] >>> 56); + final long mbits2 = (in[tmpinpos] >>> 48) & 0xFF; + final long mbits3 = (in[tmpinpos] >>> 40) & 0xFF; + final long mbits4 = (in[tmpinpos] >>> 32) & 0xFF; + final long mbits5 = (in[tmpinpos] >>> 24) & 0xFF; + final long mbits6 = (in[tmpinpos] >>> 16) & 0xFF; + final long mbits7 = (in[tmpinpos] >>> 8) & 0xFF; + final long mbits8 = (in[tmpinpos]) & 0xFF; + ++tmpinpos; + LongBitPacking.fastunpack(in, tmpinpos, out, s + 0 * BLOCK_SIZE, (int) mbits1); + tmpinpos += mbits1; + LongBitPacking.fastunpack(in, tmpinpos, out, s + 1 * BLOCK_SIZE, (int) mbits2); + tmpinpos += mbits2; + LongBitPacking.fastunpack(in, tmpinpos, out, s + 2 * BLOCK_SIZE, (int) mbits3); + tmpinpos += mbits3; + LongBitPacking.fastunpack(in, tmpinpos, out, s + 3 * BLOCK_SIZE, (int) mbits4); + tmpinpos += mbits4; + LongBitPacking.fastunpack(in, tmpinpos, out, s + 4 * BLOCK_SIZE, (int) mbits5); + tmpinpos += mbits5; + LongBitPacking.fastunpack(in, tmpinpos, out, s + 5 * BLOCK_SIZE, (int) mbits6); + tmpinpos += mbits6; + LongBitPacking.fastunpack(in, tmpinpos, out, s + 6 * BLOCK_SIZE, (int) mbits7); + tmpinpos += mbits7; + LongBitPacking.fastunpack(in, tmpinpos, out, s + 7 * BLOCK_SIZE, (int) mbits8); + tmpinpos += mbits8; + } + for (; s < outpos.get() + outlength; s += BLOCK_SIZE ) { + final int mbits = (int) in[tmpinpos]; + ++tmpinpos; + LongBitPacking.fastunpack(in, tmpinpos, out, s, mbits); + tmpinpos += mbits; + } + outpos.add(outlength); + inpos.set(tmpinpos); + } + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } +} diff --git a/src/main/java/me/lemire/longcompression/LongBitPacking.java b/src/main/java/me/lemire/longcompression/LongBitPacking.java new file mode 100644 index 0000000..7da1c7f --- /dev/null +++ b/src/main/java/me/lemire/longcompression/LongBitPacking.java @@ -0,0 +1,146 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression; + +import java.util.Arrays; + +/** + * Bitpacking routines + * + *

    For details, please see

    + *

    + * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second + * through vectorization Software: Practice & Experience + * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract + * http://arxiv.org/abs/1209.2137 + *

    + * + * @author Benoit Lacelle + * + */ +public final class LongBitPacking { + + /** + * Pack 64 longs + * + * @param in + * source array + * @param inpos + * position in source array + * @param out + * output array + * @param outpos + * position in output array + * @param bit + * number of bits to use per long + */ + public static void fastpackwithoutmask(final long[] in, final int inpos, + final long[] out, final int outpos, final int bit) { + if (bit == 0) { + fastpackwithoutmask0(in, inpos, out, outpos); + } else if (bit == 64) { + fastpackwithoutmask64(in, inpos, out, outpos); + } else if (bit > 0 && bit < 64) { + slowpackwithoutmask(in, inpos, out, outpos, bit); + } else { + throw new IllegalArgumentException("Unsupported bit width: " + bit); + } + } + + protected static void fastpackwithoutmask0(final long[] in, int inpos, + final long[] out, int outpos) { + // nothing + } + + protected static void fastpackwithoutmask64(final long[] in, int inpos, + final long[] out, int outpos) { + System.arraycopy(in, inpos, out, outpos, 64); + } + + protected static void slowpackwithoutmask(final long[] in, int inpos, + final long[] out, int outpos, final int bit) { + int bucket = 0; + int shift = 0; + + out[outpos + bucket] = 0L; + for (int i = 0 ; i < 64 ; i++) { + if (shift >= 64) { + bucket++; + out[bucket + outpos] = 0L; + shift -= 64; + + if (shift > 0) { + // There is some leftovers from previous input in the next bucket + out[outpos + bucket] |= in[inpos + i - 1] >> (bit - shift); + } + } + out[outpos + bucket] |= in[inpos + i] << shift; + + shift += bit; + } + } + + + /** + * Unpack the 64 longs + * + * @param in + * source array + * @param inpos + * starting point in the source array + * @param out + * output array + * @param outpos + * starting point in the output array + * @param bit + * how many bits to use per integer + */ + public static void fastunpack(final long[] in, final int inpos, + final long[] out, final int outpos, final int bit) { + if (bit == 0) { + fastunpack0(in, inpos, out, outpos); + } else if (bit == 64) { + fastunpack64(in, inpos, out, outpos); + } else if (bit > 0 && bit < 64) { + slowunpack(in, inpos, out, outpos, bit); + } else { + throw new IllegalArgumentException("Unsupported bit width: " + bit); + } + } + + + protected static void fastunpack0(final long[] in, int inpos, + final long[] out, int outpos) { + Arrays.fill(out, outpos, outpos + 64, 0); + } + + protected static void fastunpack64(final long[] in, int inpos, + final long[] out, int outpos) { + System.arraycopy(in, inpos, out, outpos, 64); + } + + protected static void slowunpack(final long[] in, int inpos, + final long[] out, int outpos, final int bit) { + int bucket = 0; + int shift = 0; + for (int i = 0 ; i < 64 ; i++) { + if (shift >= 64) { + bucket++; + shift -= 64; + + if (shift > 0) { + // There is some leftovers from previous input in the next bucket + out[outpos + i - 1] |= (in[inpos + bucket] << (bit - shift) & ((1L << bit) - 1)); + } + } + out[outpos + i] = ((in[inpos + bucket] >>> shift) & ((1L << bit) - 1)); + + shift += bit; + } + } +} diff --git a/src/main/java/me/lemire/longcompression/LongCODEC.java b/src/main/java/me/lemire/longcompression/LongCODEC.java index c0f67b2..1068f9f 100644 --- a/src/main/java/me/lemire/longcompression/LongCODEC.java +++ b/src/main/java/me/lemire/longcompression/LongCODEC.java @@ -27,7 +27,7 @@ public interface LongCODEC { * @param in * input array * @param inpos - * location in the input array + * where to start reading in the array * @param inlength * how many longs to compress * @param out @@ -52,9 +52,9 @@ public void compress(long[] in, IntWrapper inpos, int inlength, * length of the compressed data (ignored by some * schemes) * @param out - * array where to write the compressed output + * array where to write the uncompressed output * @param outpos - * where to write the compressed output in out + * where to start writing the uncompressed output in out */ public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos); diff --git a/src/main/java/me/lemire/longcompression/LongCompressor.java b/src/main/java/me/lemire/longcompression/LongCompressor.java new file mode 100644 index 0000000..a140911 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/LongCompressor.java @@ -0,0 +1,76 @@ +package me.lemire.longcompression; + +import java.util.Arrays; + +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.UncompressibleInputException; + +/** + * This is a convenience class that wraps a codec to provide + * a "friendly" API. + * + * @author Benoit Lacelle + */ +public class LongCompressor { + + + SkippableLongCODEC codec; + /** + * Constructor wrapping a codec. + * + * @param c the underlying codec + */ + public LongCompressor(SkippableLongCODEC c) { + codec = c; + } + + /** + * Constructor with default codec. + */ + public LongCompressor() { + codec = new SkippableLongComposition(new LongBinaryPacking(), + new LongVariableByte()); + } + + /** + * Compress an array and returns the compressed result as a new array. + * + * @param input array to be compressed + * @return compressed array + * @throws UncompressibleInputException if the data is too poorly compressible + */ + public long[] compress(long[] input) { + long[] compressed = new long[input.length + input.length / 100 + 1024]; + // Store at index=0 the length of the input, hence enabling .headlessCompress + compressed[0] = input.length; + IntWrapper outpos = new IntWrapper(1); + try { + codec.headlessCompress(input, new IntWrapper(0), + input.length, compressed, outpos); + } catch (IndexOutOfBoundsException ioebe) { + throw new + UncompressibleInputException("Your input is too poorly compressible " + + "with the current codec : "+codec); + } + compressed = Arrays.copyOf(compressed,outpos.intValue()); + return compressed; + } + + /** + * Uncompress an array and returns the uncompressed result as a new array. + * + * @param compressed compressed array + * @return uncompressed array + */ + public long[] uncompress(long[] compressed) { + // Read at index=0 the length of the input, hence enabling .headlessUncompress + long[] decompressed = new long[(int) compressed[0]]; + IntWrapper inpos = new IntWrapper(1); + codec.headlessUncompress(compressed, inpos, + compressed.length - inpos.intValue(), + decompressed, new IntWrapper(0), + decompressed.length); + return decompressed; + } + +} diff --git a/src/main/java/me/lemire/longcompression/LongUtil.java b/src/main/java/me/lemire/longcompression/LongUtil.java index c06433f..596a134 100644 --- a/src/main/java/me/lemire/longcompression/LongUtil.java +++ b/src/main/java/me/lemire/longcompression/LongUtil.java @@ -15,7 +15,37 @@ */ @Deprecated public class LongUtil { + + /** + * Compute the maximum of the integer logarithms (ceil(log(x+1)) of a range + * of value + * + * @param i + * source array + * @param pos + * starting position + * @param length + * number of integers to consider + * @return integer logarithm + */ + public static int maxbits(long[] i, int pos, int length) { + long mask = 0; + for (int k = pos; k < pos + length; ++k) + mask |= i[k]; + return bits(mask); + } + /** + * Compute the integer logarithms (ceil(log(x+1)) of a value + * + * @param i + * source value + * @return integer logarithm + */ + public static int bits(long i) { + return 64 - Long.numberOfLeadingZeros(i); + } + protected static String longToBinaryWithLeading(long l) { return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0'); } diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java index 478db20..d31967a 100644 --- a/src/main/java/me/lemire/longcompression/LongVariableByte.java +++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java @@ -220,7 +220,7 @@ public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, s += 8; // Shift to next long if s==64 p += s>>6; - // cycle from 63 to 0 + // Cycle from 64 to 0 s = s & 63; v += ((c & 127) << shift); if ((c & 128) == 128) { @@ -315,7 +315,7 @@ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] s += 8; // Shift to next long if s == 64 p += s>>6; - // cycle from 63 to 0 + // Cycle from 64 to 0 s = s & 63; v += ((c & 127) << shift); if ((c & 128) == 128) { diff --git a/src/main/java/me/lemire/longcompression/RoaringIntPacking.java b/src/main/java/me/lemire/longcompression/RoaringIntPacking.java index f109ab3..d6b6baa 100644 --- a/src/main/java/me/lemire/longcompression/RoaringIntPacking.java +++ b/src/main/java/me/lemire/longcompression/RoaringIntPacking.java @@ -3,9 +3,6 @@ */ package me.lemire.longcompression; -import java.math.BigInteger; -import java.util.Comparator; - /** * Used to hold the logic packing 2 integers in a long, and separating a long in two integers. It is * useful in {@link Roaring64NavigableMap} as the implementation split the input long in two @@ -46,63 +43,4 @@ public static int low(long id) { public static long pack(int high, int low) { return (((long) high) << 32) | (low & 0xffffffffL); } - - - /** - * - * @param signedLongs true if long put in a {@link Roaring64NavigableMap} should be considered as - * signed long. - * @return the int representing the highest value which can be set as high value in a - * {@link Roaring64NavigableMap} - */ - public static int highestHigh(boolean signedLongs) { - if (signedLongs) { - return Integer.MAX_VALUE; - } else { - return -1; - } - } - - /** - * @return A comparator for unsigned longs: a negative long is a long greater than Long.MAX_VALUE - */ - public static Comparator unsignedComparator() { - return new Comparator() { - - @Override - public int compare(Integer o1, Integer o2) { - return compareUnsigned(o1, o2); - } - }; - } - - /** - * Compares two {@code int} values numerically treating the values as unsigned. - * - * @param x the first {@code int} to compare - * @param y the second {@code int} to compare - * @return the value {@code 0} if {@code x == y}; a value less than {@code 0} if {@code x < y} as - * unsigned values; and a value greater than {@code 0} if {@code x > y} as unsigned values - * @since 1.8 - */ - // Duplicated from jdk8 Integer.compareUnsigned - public static int compareUnsigned(int x, int y) { - return Integer.compare(x + Integer.MIN_VALUE, y + Integer.MIN_VALUE); - } - - /** the constant 2^64 */ - private static final BigInteger TWO_64 = BigInteger.ONE.shiftLeft(64); - - /** - * JDK8 Long.toUnsignedString was too complex to backport. Go for a slow version relying on - * BigInteger - */ - // https://stackoverflow.com/questions/7031198/java-signed-long-to-unsigned-long-string - static String toUnsignedString(long l) { - BigInteger b = BigInteger.valueOf(l); - if (b.signum() < 0) { - b = b.add(TWO_64); - } - return b.toString(); - } } diff --git a/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java index e3e7b84..57475f5 100644 --- a/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java +++ b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java @@ -33,7 +33,7 @@ public interface SkippableLongCODEC { * @param in * input array * @param inpos - * location in the input array + * where to start reading in the array * @param inlength * how many longs to compress * @param out @@ -57,9 +57,9 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] o * @param inlength * length of the compressed data (ignored by some schemes) * @param out - * array where to write the compressed output + * array where to write the uncompressed output * @param outpos - * where to write the compressed output in out + * where to start writing the uncompressed output in out * @param num * number of longs we want to decode, the actual number of longs decoded can be less */ diff --git a/src/test/java/me/lemire/longcompression/ATestLongCODEC.java b/src/test/java/me/lemire/longcompression/ATestLongCODEC.java new file mode 100644 index 0000000..c61ea69 --- /dev/null +++ b/src/test/java/me/lemire/longcompression/ATestLongCODEC.java @@ -0,0 +1,96 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression; + +import java.util.stream.LongStream; + +import org.junit.Assert; +import org.junit.Test; + +/** + * Edge-cases to be tested on a per-codec basis + * + * @author Benoit Lacelle + */ +public abstract class ATestLongCODEC { + protected void checkConsistency(LongCODEC codec, long[] array) { + { + long[] compressed = LongTestUtils.compress(codec, array); + long[] uncompressed = LongTestUtils.uncompress(codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + + if (codec instanceof ByteLongCODEC) { + byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); + long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + + if (codec instanceof SkippableLongCODEC) { + long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); + long[] uncompressed = + LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + } + + public abstract LongCODEC getCodec(); + + @Test + public void testCodec_Minus1() { + checkConsistency(getCodec(), new long[] { -1 }); + } + + @Test + public void testCodec_ZeroTimes8Minus1() { + checkConsistency(getCodec(), new long[] { 0, 0, 0, 0, 0, 0, 0, 0, -1 }); + } + + @Test + public void testCodec_ZeroTimes127Minus1() { + long[] array = LongStream.concat(LongStream.range(0, 127).map(l -> 0), LongStream.of(-1)).toArray(); + + checkConsistency(getCodec(), array); + } + + @Test + public void testCodec_ZeroTimes128Minus1() { + long[] array = LongStream.concat(LongStream.range(0, 128).map(l -> 0), LongStream.of(-1)).toArray(); + + checkConsistency(getCodec(), array); + } + + @Test + public void testCodec_MinValue() { + checkConsistency(getCodec(), new long[] { Long.MIN_VALUE }); + } + + @Test + public void testCodec_ZeroMinValue() { + checkConsistency(getCodec(), new long[] { 0, Long.MIN_VALUE }); + } + + @Test + public void testCodec_allPowerOfTwo() { + checkConsistency(getCodec(), new long[] { 1L << 42 }); + for (int i = 0; i < 64; i++) { + checkConsistency(getCodec(), new long[] { 1L << i }); + } + } + + @Test + public void testCodec_ZeroThenAllPowerOfTwo() { + for (int i = 0; i < 64; i++) { + checkConsistency(getCodec(), new long[] { 0, 1L << i }); + } + } + +} diff --git a/src/test/java/me/lemire/longcompression/LongBasicTest.java b/src/test/java/me/lemire/longcompression/LongBasicTest.java index 5aa3551..1963246 100644 --- a/src/test/java/me/lemire/longcompression/LongBasicTest.java +++ b/src/test/java/me/lemire/longcompression/LongBasicTest.java @@ -14,24 +14,9 @@ import org.junit.Test; -import me.lemire.integercompression.BinaryPacking; -import me.lemire.integercompression.Composition; import me.lemire.integercompression.FastPFOR; import me.lemire.integercompression.FastPFOR128; import me.lemire.integercompression.IntWrapper; -import me.lemire.integercompression.JustCopy; -import me.lemire.integercompression.NewPFD; -import me.lemire.integercompression.NewPFDS16; -import me.lemire.integercompression.NewPFDS9; -import me.lemire.integercompression.OptPFD; -import me.lemire.integercompression.OptPFDS16; -import me.lemire.integercompression.OptPFDS9; -import me.lemire.integercompression.Simple9; -import me.lemire.integercompression.VariableByte; -import me.lemire.integercompression.differential.Delta; -import me.lemire.integercompression.differential.IntegratedBinaryPacking; -import me.lemire.integercompression.differential.IntegratedComposition; -import me.lemire.integercompression.differential.IntegratedVariableByte; import me.lemire.longcompression.differential.LongDelta; import me.lemire.longcompression.synth.LongClusteredDataGenerator; @@ -45,7 +30,9 @@ public class LongBasicTest { final LongCODEC[] codecs = { new LongJustCopy(), new LongVariableByte(), - new LongAs2IntsCodec()}; + new LongAs2IntsCodec(), + new LongComposition(new LongBinaryPacking(), new LongVariableByte()), + }; /** * This tests with a compressed array with various offset @@ -89,14 +76,19 @@ public void varyingLengthTest() { long[] comp = LongTestUtils.compress(c, Arrays.copyOf(data, L)); long[] answer = LongTestUtils.uncompress(c, comp, L); for (int k = 0; k < L; ++k) - if (answer[k] != data[k]) - throw new RuntimeException("bug"); + if (answer[k] != data[k]) { + long[] comp2 = LongTestUtils.compress(c, Arrays.copyOf(data, L)); + long[] answer2 = LongTestUtils.uncompress(c, comp2, L); + throw new RuntimeException("bug"); + } } for (int L = 128; L <= N; L *= 2) { long[] comp = LongTestUtils.compress(c, Arrays.copyOf(data, L)); long[] answer = LongTestUtils.uncompress(c, comp, L); for (int k = 0; k < L; ++k) if (answer[k] != data[k]) { + long[] comp2 = LongTestUtils.compress(c, Arrays.copyOf(data, L)); + long[] answer2 = LongTestUtils.uncompress(c, comp2, L); System.out.println(Arrays.toString(Arrays.copyOf( answer, L))); System.out.println(Arrays.toString(Arrays.copyOf(data, @@ -366,9 +358,12 @@ public void fastPforTest() { long[] comp = LongTestUtils.compress(codec, Arrays.copyOf(data, N)); long[] answer = LongTestUtils.uncompress(codec, comp, N); for (int k = 0; k < N; ++k) - if (answer[k] != data[k]) + if (answer[k] != data[k]) { + long[] comp2 = LongTestUtils.compress(codec, Arrays.copyOf(data, N)); + long[] answer2 = LongTestUtils.uncompress(codec, comp2, N); throw new RuntimeException("bug " + k + " " + answer[k] + " != " + data[k]); + } } } diff --git a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java index e900c9c..24cb712 100644 --- a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java +++ b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java @@ -25,7 +25,8 @@ public class SkippableLongBasicTest { final SkippableLongCODEC[] codecs = { new LongJustCopy(), - new LongVariableByte(), }; + new LongVariableByte(), + new SkippableLongComposition(new LongBinaryPacking(), new LongVariableByte()), }; /** diff --git a/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java b/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java index 00bb52a..5b8014e 100644 --- a/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java +++ b/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java @@ -7,8 +7,6 @@ package me.lemire.longcompression; -import java.util.stream.LongStream; - import org.junit.Assert; import org.junit.Test; @@ -17,85 +15,12 @@ * * @author Benoit Lacelle */ -public class TestLongAs2IntsCodec { +public class TestLongAs2IntsCodec extends ATestLongCODEC { final LongAs2IntsCodec codec = new LongAs2IntsCodec(); - private void checkConsistency(LongCODEC codec, long[] array) { - { - long[] compressed = LongTestUtils.compress(codec, array); - long[] uncompressed = LongTestUtils.uncompress(codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - - if (codec instanceof ByteLongCODEC) { - byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); - long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - - if (codec instanceof SkippableLongCODEC) { - long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); - long[] uncompressed = - LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - } - - @Test - public void testCodec_Zero() { - checkConsistency(codec, new long[] { 0 }); - } - - @Test - public void testCodec_Minus1() { - checkConsistency(codec, new long[] { -1 }); - } - - @Test - public void testCodec_ZeroTimes8Minus1() { - checkConsistency(codec, new long[] { 0, 0, 0, 0, 0, 0, 0, 0, -1 }); - } - - @Test - public void testCodec_ZeroTimes127Minus1() { - long[] array = LongStream.concat(LongStream.range(0, 127).map(l -> 0), LongStream.of(-1)).toArray(); - - checkConsistency(codec, array); - } - - @Test - public void testCodec_ZeroTimes128Minus1() { - long[] array = LongStream.concat(LongStream.range(0, 128).map(l -> 0), LongStream.of(-1)).toArray(); - - checkConsistency(codec, array); - } - - @Test - public void testCodec_MinValue() { - checkConsistency(codec, new long[] { Long.MIN_VALUE }); - } - - @Test - public void testCodec_ZeroMinValue() { - checkConsistency(codec, new long[] { 0, Long.MIN_VALUE }); - } - - @Test - public void testCodec_allPowerOfTwo() { - checkConsistency(codec, new long[] { 1L << 42 }); - for (int i = 0; i < 64; i++) { - checkConsistency(codec, new long[] { 1L << i }); - } - } - - @Test - public void testCodec_ZeroThenAllPowerOfTwo() { - for (int i = 0; i < 64; i++) { - checkConsistency(codec, new long[] { 0, 1L << i }); - } + @Override + public LongCODEC getCodec() { + return codec; } @Test diff --git a/src/test/java/me/lemire/longcompression/TestLongBinaryPacking.java b/src/test/java/me/lemire/longcompression/TestLongBinaryPacking.java new file mode 100644 index 0000000..ecc3f2e --- /dev/null +++ b/src/test/java/me/lemire/longcompression/TestLongBinaryPacking.java @@ -0,0 +1,26 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression; + +import org.junit.Ignore; + +/** + * Edge-cases having caused issue specifically with LongBinaryPacking. + * + * @author Benoit Lacelle + */ +@Ignore("Parent class tests are not valid as LongBinaryPacking process by chunks of 64 longs") +public class TestLongBinaryPacking extends ATestLongCODEC { + final LongBinaryPacking codec = new LongBinaryPacking(); + + @Override + public LongCODEC getCodec() { + return codec; + } + +} diff --git a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java index 15613f2..ee1755a 100644 --- a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java +++ b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java @@ -7,8 +7,6 @@ package me.lemire.longcompression; -import java.util.stream.LongStream; - import org.junit.Assert; import org.junit.Test; @@ -17,87 +15,20 @@ * * @author Benoit Lacelle */ -public class TestLongVariableByte { +public class TestLongVariableByte extends ATestLongCODEC { final LongVariableByte codec = new LongVariableByte(); - private void checkConsistency(LongCODEC codec, long[] array) { - { - long[] compressed = LongTestUtils.compress(codec, array); - long[] uncompressed = LongTestUtils.uncompress(codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - - if (codec instanceof ByteLongCODEC) { - byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); - long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - - if (codec instanceof SkippableLongCODEC) { - long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); - long[] uncompressed = - LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - } - - @Test - public void testCodec_ZeroMinus1() { - checkConsistency(codec, new long[] { -1 }); - } - - @Test - public void testCodec_ZeroTimes8Minus1() { - checkConsistency(codec, new long[] { 0, 0, 0, 0, 0, 0, 0, 0, -1 }); - } - - @Test - public void testCodec_ZeroTimes127Minus1() { - long[] array = LongStream.concat(LongStream.range(0, 127).map(l -> 0), LongStream.of(-1)).toArray(); - - checkConsistency(codec, array); - } - - @Test - public void testCodec_ZeroTimes128Minus1() { - long[] array = LongStream.concat(LongStream.range(0, 128).map(l -> 0), LongStream.of(-1)).toArray(); - - checkConsistency(codec, array); - } - - @Test - public void testCodec_MinValue() { - checkConsistency(codec, new long[] { Long.MIN_VALUE }); - } - - @Test - public void testCodec_ZeroMinValue() { - checkConsistency(codec, new long[] { 0, Long.MIN_VALUE }); - } - - @Test - public void testCodec_allPowerOfTwo() { - checkConsistency(codec, new long[] { 1L << 42 }); - for (int i = 0; i < 64; i++) { - checkConsistency(codec, new long[] { 1L << i }); - } - } - - @Test - public void testCodec_ZeroThenAllPowerOfTwo() { - for (int i = 0; i < 64; i++) { - checkConsistency(codec, new long[] { 0, 1L << i }); - } + @Override + public LongCODEC getCodec() { + return codec; } @Test public void testCodec_intermediateHighPowerOfTwo() { Assert.assertEquals(1, LongTestUtils.compress((LongCODEC) codec, new long[] { 1L << 42 }).length); Assert.assertEquals(7, LongTestUtils.compress((ByteLongCODEC) codec, new long[] { 1L << 42 }).length); - Assert.assertEquals(1, LongTestUtils.compressHeadless((SkippableLongCODEC) codec, new long[] { 1L << 42 }).length); + Assert.assertEquals(1, + LongTestUtils.compressHeadless((SkippableLongCODEC) codec, new long[] { 1L << 42 }).length); } } From 4fb854fd4582732e6934f6c0317ff14c41b9e3db Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Mon, 28 Nov 2022 23:10:17 +0400 Subject: [PATCH 172/266] Fix tab to 4-spaces --- .../lemire/longcompression/ByteLongCODEC.java | 2 +- .../longcompression/LongAs2IntsCodec.java | 338 +++++++++--------- .../longcompression/LongBinaryPacking.java | 10 +- .../longcompression/LongBitPacking.java | 36 +- .../me/lemire/longcompression/LongUtil.java | 10 +- .../longcompression/LongVariableByte.java | 2 +- 6 files changed, 199 insertions(+), 199 deletions(-) diff --git a/src/main/java/me/lemire/longcompression/ByteLongCODEC.java b/src/main/java/me/lemire/longcompression/ByteLongCODEC.java index e405370..dbc6864 100644 --- a/src/main/java/me/lemire/longcompression/ByteLongCODEC.java +++ b/src/main/java/me/lemire/longcompression/ByteLongCODEC.java @@ -57,6 +57,6 @@ public void compress(long[] in, IntWrapper inpos, int inlength, * where to write the compressed output in out */ public void uncompress(byte[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos); + long[] out, IntWrapper outpos); } diff --git a/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java b/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java index 3b2bc76..35c1166 100644 --- a/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java +++ b/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java @@ -16,174 +16,174 @@ * */ public class LongAs2IntsCodec implements LongCODEC { - final IntegerCODEC highPartsCodec; - final IntegerCODEC lowPartsCodec; - - public LongAs2IntsCodec(IntegerCODEC highPartsCodec, IntegerCODEC lowPartsCodec) { - this.highPartsCodec = highPartsCodec; - this.lowPartsCodec = lowPartsCodec; - } - - /** - * By default, we expect longs to be slightly above Integer.MAX_VALUE. Hence highParts to be small and positive - * integers. For lowParts, we rely on {@link IntCompressor} default IntegerCODEC - */ - public LongAs2IntsCodec() { - this(new VariableByte(), new Composition(new BinaryPacking(), new VariableByte())); - } - - @Override - public void compress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { - if (inlength == 0) { - return; - } - - int[] highParts = new int[inlength]; - int[] lowParts = new int[inlength]; - - for (int i = 0; i < inlength; i++) { - int inPosition = inpos.get() + i; - - highParts[i] = RoaringIntPacking.high(in[inPosition]); - lowParts[i] = RoaringIntPacking.low(in[inPosition]); - } - - // TODO What would be a relevant buffer size? - int[] buffer = new int[inlength * 16]; - - int outPosition = outpos.get(); - - boolean hasLeftover; - { - // The first integer is reserved to hold the number of compressed ints - IntWrapper highPartsOutPosition = new IntWrapper(1); - - highPartsCodec.compress(highParts, new IntWrapper(), inlength, buffer, highPartsOutPosition); - - // Record the compressedHighparts length - buffer[0] = highPartsOutPosition.get() - 1; - - for (int i = 0; i < highPartsOutPosition.get() / 2; i++) { - long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]); - out[outPosition++] = pack; - } - - if (1 == highPartsOutPosition.get() % 2) { - // Shift the trailing integer as first in the buffer - hasLeftover = true; - buffer[0] = buffer[highPartsOutPosition.get() - 1]; - } else { - hasLeftover = false; - } - } - - { - // The first integer is reserved to hold the number of compressed ints - IntWrapper lowPartsOutPosition = new IntWrapper(1); - if (hasLeftover) { - // Keep the trailing int from highParts before the reserved int from lowParts compressed length - lowPartsOutPosition.set(2); - } - - lowPartsCodec.compress(lowParts, new IntWrapper(0), inlength, buffer, lowPartsOutPosition); - - // Record the compressedHighparts length - buffer[hasLeftover ? 1 : 0] = lowPartsOutPosition.get() - (hasLeftover ? 2 : 1); - - for (int i = 0; i < lowPartsOutPosition.get() / 2; i++) { - long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]); - out[outPosition++] = pack; - } - - if (1 == lowPartsOutPosition.get() % 2) { - // The trailing integer is packed with a 0 - long pack = RoaringIntPacking.pack(buffer[lowPartsOutPosition.get() - 1], 0); - out[outPosition++] = pack; - } - } - - inpos.add(inlength); - outpos.set(outPosition); - } - - /** - * inlength is ignored by this codec. We may rely on it instead of storing the compressedLowPart length - */ - @Override - public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { - if (inlength == 0) { - return; - } - - int longIndex = inpos.get(); - - int nbCompressedHighParts = RoaringIntPacking.high(in[longIndex]); - int[] compressedHighParts = new int[nbCompressedHighParts]; - - // !highPart as we just read the highPart for nbCompressedHighParts - boolean highPart = false; - for (int i = 0; i < nbCompressedHighParts; i++) { - int nextInt; - if (highPart) { - nextInt = RoaringIntPacking.high(in[longIndex + (i + 1) / 2]); - } else { - nextInt = RoaringIntPacking.low(in[longIndex + (i + 1) / 2]); - } - compressedHighParts[i] = nextInt; - - highPart = !highPart; - } - - // TODO What would be a relevant buffer size? - int[] buffer = new int[inlength * 16]; - - IntWrapper highPartsOutPosition = new IntWrapper(); - highPartsCodec.uncompress(compressedHighParts, - new IntWrapper(), - compressedHighParts.length, - buffer, - highPartsOutPosition); - int[] highParts = Arrays.copyOf(buffer, highPartsOutPosition.get()); - - // +1 as we initially read nbCompressedHighParts - int intIndexNbCompressedLowParts = longIndex * 2 + 1 + nbCompressedHighParts; - int nbCompressedLowParts; - if (highPart) { - nbCompressedLowParts = RoaringIntPacking.high(in[intIndexNbCompressedLowParts / 2]); - } else { - nbCompressedLowParts = RoaringIntPacking.low(in[intIndexNbCompressedLowParts / 2]); - } - highPart = !highPart; - - int[] compressedLowParts = new int[nbCompressedLowParts]; - for (int i = 0; i < nbCompressedLowParts; i++) { - int nextInt; - if (highPart) { - nextInt = RoaringIntPacking.high(in[(intIndexNbCompressedLowParts + 1 + i) / 2]); - } else { - nextInt = RoaringIntPacking.low(in[(intIndexNbCompressedLowParts + 1 + i) / 2]); - } - compressedLowParts[i] = nextInt; - - highPart = !highPart; - } - - IntWrapper lowPartsOutPosition = new IntWrapper(); - lowPartsCodec.uncompress(compressedLowParts, - new IntWrapper(), - compressedLowParts.length, - buffer, - lowPartsOutPosition); - int[] lowParts = Arrays.copyOf(buffer, lowPartsOutPosition.get()); - assert highParts.length == lowParts.length; - - int outposition = outpos.get(); - for (int i = 0; i < highParts.length; i++) { - out[outposition++] = RoaringIntPacking.pack(highParts[i], lowParts[i]); - } - - inpos.add(inlength); - outpos.set(outposition); - } + final IntegerCODEC highPartsCodec; + final IntegerCODEC lowPartsCodec; + + public LongAs2IntsCodec(IntegerCODEC highPartsCodec, IntegerCODEC lowPartsCodec) { + this.highPartsCodec = highPartsCodec; + this.lowPartsCodec = lowPartsCodec; + } + + /** + * By default, we expect longs to be slightly above Integer.MAX_VALUE. Hence highParts to be small and positive + * integers. For lowParts, we rely on {@link IntCompressor} default IntegerCODEC + */ + public LongAs2IntsCodec() { + this(new VariableByte(), new Composition(new BinaryPacking(), new VariableByte())); + } + + @Override + public void compress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { + if (inlength == 0) { + return; + } + + int[] highParts = new int[inlength]; + int[] lowParts = new int[inlength]; + + for (int i = 0; i < inlength; i++) { + int inPosition = inpos.get() + i; + + highParts[i] = RoaringIntPacking.high(in[inPosition]); + lowParts[i] = RoaringIntPacking.low(in[inPosition]); + } + + // TODO What would be a relevant buffer size? + int[] buffer = new int[inlength * 16]; + + int outPosition = outpos.get(); + + boolean hasLeftover; + { + // The first integer is reserved to hold the number of compressed ints + IntWrapper highPartsOutPosition = new IntWrapper(1); + + highPartsCodec.compress(highParts, new IntWrapper(), inlength, buffer, highPartsOutPosition); + + // Record the compressedHighparts length + buffer[0] = highPartsOutPosition.get() - 1; + + for (int i = 0; i < highPartsOutPosition.get() / 2; i++) { + long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]); + out[outPosition++] = pack; + } + + if (1 == highPartsOutPosition.get() % 2) { + // Shift the trailing integer as first in the buffer + hasLeftover = true; + buffer[0] = buffer[highPartsOutPosition.get() - 1]; + } else { + hasLeftover = false; + } + } + + { + // The first integer is reserved to hold the number of compressed ints + IntWrapper lowPartsOutPosition = new IntWrapper(1); + if (hasLeftover) { + // Keep the trailing int from highParts before the reserved int from lowParts compressed length + lowPartsOutPosition.set(2); + } + + lowPartsCodec.compress(lowParts, new IntWrapper(0), inlength, buffer, lowPartsOutPosition); + + // Record the compressedHighparts length + buffer[hasLeftover ? 1 : 0] = lowPartsOutPosition.get() - (hasLeftover ? 2 : 1); + + for (int i = 0; i < lowPartsOutPosition.get() / 2; i++) { + long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]); + out[outPosition++] = pack; + } + + if (1 == lowPartsOutPosition.get() % 2) { + // The trailing integer is packed with a 0 + long pack = RoaringIntPacking.pack(buffer[lowPartsOutPosition.get() - 1], 0); + out[outPosition++] = pack; + } + } + + inpos.add(inlength); + outpos.set(outPosition); + } + + /** + * inlength is ignored by this codec. We may rely on it instead of storing the compressedLowPart length + */ + @Override + public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { + if (inlength == 0) { + return; + } + + int longIndex = inpos.get(); + + int nbCompressedHighParts = RoaringIntPacking.high(in[longIndex]); + int[] compressedHighParts = new int[nbCompressedHighParts]; + + // !highPart as we just read the highPart for nbCompressedHighParts + boolean highPart = false; + for (int i = 0; i < nbCompressedHighParts; i++) { + int nextInt; + if (highPart) { + nextInt = RoaringIntPacking.high(in[longIndex + (i + 1) / 2]); + } else { + nextInt = RoaringIntPacking.low(in[longIndex + (i + 1) / 2]); + } + compressedHighParts[i] = nextInt; + + highPart = !highPart; + } + + // TODO What would be a relevant buffer size? + int[] buffer = new int[inlength * 16]; + + IntWrapper highPartsOutPosition = new IntWrapper(); + highPartsCodec.uncompress(compressedHighParts, + new IntWrapper(), + compressedHighParts.length, + buffer, + highPartsOutPosition); + int[] highParts = Arrays.copyOf(buffer, highPartsOutPosition.get()); + + // +1 as we initially read nbCompressedHighParts + int intIndexNbCompressedLowParts = longIndex * 2 + 1 + nbCompressedHighParts; + int nbCompressedLowParts; + if (highPart) { + nbCompressedLowParts = RoaringIntPacking.high(in[intIndexNbCompressedLowParts / 2]); + } else { + nbCompressedLowParts = RoaringIntPacking.low(in[intIndexNbCompressedLowParts / 2]); + } + highPart = !highPart; + + int[] compressedLowParts = new int[nbCompressedLowParts]; + for (int i = 0; i < nbCompressedLowParts; i++) { + int nextInt; + if (highPart) { + nextInt = RoaringIntPacking.high(in[(intIndexNbCompressedLowParts + 1 + i) / 2]); + } else { + nextInt = RoaringIntPacking.low(in[(intIndexNbCompressedLowParts + 1 + i) / 2]); + } + compressedLowParts[i] = nextInt; + + highPart = !highPart; + } + + IntWrapper lowPartsOutPosition = new IntWrapper(); + lowPartsCodec.uncompress(compressedLowParts, + new IntWrapper(), + compressedLowParts.length, + buffer, + lowPartsOutPosition); + int[] lowParts = Arrays.copyOf(buffer, lowPartsOutPosition.get()); + assert highParts.length == lowParts.length; + + int outposition = outpos.get(); + for (int i = 0; i < highParts.length; i++) { + out[outposition++] = RoaringIntPacking.pack(highParts[i], lowParts[i]); + } + + inpos.add(inlength); + outpos.set(outposition); + } } diff --git a/src/main/java/me/lemire/longcompression/LongBinaryPacking.java b/src/main/java/me/lemire/longcompression/LongBinaryPacking.java index dba5cbc..0d33ec6 100644 --- a/src/main/java/me/lemire/longcompression/LongBinaryPacking.java +++ b/src/main/java/me/lemire/longcompression/LongBinaryPacking.java @@ -27,7 +27,7 @@ public final class LongBinaryPacking implements LongCODEC, SkippableLongCODEC { @Override public void compress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos) { + long[] out, IntWrapper outpos) { inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); if (inlength == 0) return; @@ -38,13 +38,13 @@ public void compress(long[] in, IntWrapper inpos, int inlength, @Override public void headlessCompress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos) { + long[] out, IntWrapper outpos) { inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); int tmpoutpos = outpos.get(); int s = inpos.get(); // Compress by block of 8 * 64 longs as much as possible for (; s + BLOCK_SIZE * 8 - 1 < inpos.get() + inlength; s += BLOCK_SIZE * 8) { - // maxbits can be anything between 0 and 64 included: expressed within a byte (1 << 6) + // maxbits can be anything between 0 and 64 included: expressed within a byte (1 << 6) final long mbits1 = LongUtil.maxbits(in, s + 0 * BLOCK_SIZE, BLOCK_SIZE); final long mbits2 = LongUtil.maxbits(in, s + 1 * BLOCK_SIZE, BLOCK_SIZE); final long mbits3 = LongUtil.maxbits(in, s + 2 * BLOCK_SIZE, BLOCK_SIZE); @@ -85,7 +85,7 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, @Override public void uncompress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos) { + long[] out, IntWrapper outpos) { if (inlength == 0) return; final int outlength = (int) in[inpos.get()]; @@ -95,7 +95,7 @@ public void uncompress(long[] in, IntWrapper inpos, int inlength, @Override public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos, int num) { + long[] out, IntWrapper outpos, int num) { final int outlength = Util.greatestMultiple(num, BLOCK_SIZE); int tmpinpos = inpos.get(); int s = outpos.get(); diff --git a/src/main/java/me/lemire/longcompression/LongBitPacking.java b/src/main/java/me/lemire/longcompression/LongBitPacking.java index 7da1c7f..2d282ec 100644 --- a/src/main/java/me/lemire/longcompression/LongBitPacking.java +++ b/src/main/java/me/lemire/longcompression/LongBitPacking.java @@ -41,15 +41,15 @@ public final class LongBitPacking { */ public static void fastpackwithoutmask(final long[] in, final int inpos, final long[] out, final int outpos, final int bit) { - if (bit == 0) { - fastpackwithoutmask0(in, inpos, out, outpos); - } else if (bit == 64) { - fastpackwithoutmask64(in, inpos, out, outpos); - } else if (bit > 0 && bit < 64) { - slowpackwithoutmask(in, inpos, out, outpos, bit); - } else { + if (bit == 0) { + fastpackwithoutmask0(in, inpos, out, outpos); + } else if (bit == 64) { + fastpackwithoutmask64(in, inpos, out, outpos); + } else if (bit > 0 && bit < 64) { + slowpackwithoutmask(in, inpos, out, outpos, bit); + } else { throw new IllegalArgumentException("Unsupported bit width: " + bit); - } + } } protected static void fastpackwithoutmask0(final long[] in, int inpos, @@ -75,8 +75,8 @@ protected static void slowpackwithoutmask(final long[] in, int inpos, shift -= 64; if (shift > 0) { - // There is some leftovers from previous input in the next bucket - out[outpos + bucket] |= in[inpos + i - 1] >> (bit - shift); + // There is some leftovers from previous input in the next bucket + out[outpos + bucket] |= in[inpos + i - 1] >> (bit - shift); } } out[outpos + bucket] |= in[inpos + i] << shift; @@ -102,15 +102,15 @@ protected static void slowpackwithoutmask(final long[] in, int inpos, */ public static void fastunpack(final long[] in, final int inpos, final long[] out, final int outpos, final int bit) { - if (bit == 0) { - fastunpack0(in, inpos, out, outpos); - } else if (bit == 64) { - fastunpack64(in, inpos, out, outpos); - } else if (bit > 0 && bit < 64) { + if (bit == 0) { + fastunpack0(in, inpos, out, outpos); + } else if (bit == 64) { + fastunpack64(in, inpos, out, outpos); + } else if (bit > 0 && bit < 64) { slowunpack(in, inpos, out, outpos, bit); - } else { + } else { throw new IllegalArgumentException("Unsupported bit width: " + bit); - } + } } @@ -134,7 +134,7 @@ protected static void slowunpack(final long[] in, int inpos, shift -= 64; if (shift > 0) { - // There is some leftovers from previous input in the next bucket + // There is some leftovers from previous input in the next bucket out[outpos + i - 1] |= (in[inpos + bucket] << (bit - shift) & ((1L << bit) - 1)); } } diff --git a/src/main/java/me/lemire/longcompression/LongUtil.java b/src/main/java/me/lemire/longcompression/LongUtil.java index 596a134..7bdce83 100644 --- a/src/main/java/me/lemire/longcompression/LongUtil.java +++ b/src/main/java/me/lemire/longcompression/LongUtil.java @@ -15,8 +15,8 @@ */ @Deprecated public class LongUtil { - - /** + + /** * Compute the maximum of the integer logarithms (ceil(log(x+1)) of a range * of value * @@ -46,7 +46,7 @@ public static int bits(long i) { return 64 - Long.numberOfLeadingZeros(i); } - protected static String longToBinaryWithLeading(long l) { - return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0'); - } + protected static String longToBinaryWithLeading(long l) { + return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0'); + } } diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java index d31967a..1be4494 100644 --- a/src/main/java/me/lemire/longcompression/LongVariableByte.java +++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java @@ -237,7 +237,7 @@ public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, @Override public void uncompress(byte[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos) { + long[] out, IntWrapper outpos) { int p = inpos.get(); int finalp = inpos.get() + inlength; int tmpoutpos = outpos.get(); From 65159cd2f18f2e9ed19a727ceb016397c7f99d59 Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Mon, 28 Nov 2022 23:13:15 +0400 Subject: [PATCH 173/266] Fix LGTM --- .../longcompression/LongBinaryPacking.java | 50 +++++++++---------- 1 file changed, 25 insertions(+), 25 deletions(-) diff --git a/src/main/java/me/lemire/longcompression/LongBinaryPacking.java b/src/main/java/me/lemire/longcompression/LongBinaryPacking.java index 0d33ec6..33bb8f1 100644 --- a/src/main/java/me/lemire/longcompression/LongBinaryPacking.java +++ b/src/main/java/me/lemire/longcompression/LongBinaryPacking.java @@ -45,16 +45,16 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, // Compress by block of 8 * 64 longs as much as possible for (; s + BLOCK_SIZE * 8 - 1 < inpos.get() + inlength; s += BLOCK_SIZE * 8) { // maxbits can be anything between 0 and 64 included: expressed within a byte (1 << 6) - final long mbits1 = LongUtil.maxbits(in, s + 0 * BLOCK_SIZE, BLOCK_SIZE); - final long mbits2 = LongUtil.maxbits(in, s + 1 * BLOCK_SIZE, BLOCK_SIZE); - final long mbits3 = LongUtil.maxbits(in, s + 2 * BLOCK_SIZE, BLOCK_SIZE); - final long mbits4 = LongUtil.maxbits(in, s + 3 * BLOCK_SIZE, BLOCK_SIZE); - final long mbits5 = LongUtil.maxbits(in, s + 4 * BLOCK_SIZE, BLOCK_SIZE); - final long mbits6 = LongUtil.maxbits(in, s + 5 * BLOCK_SIZE, BLOCK_SIZE); - final long mbits7 = LongUtil.maxbits(in, s + 6 * BLOCK_SIZE, BLOCK_SIZE); - final long mbits8 = LongUtil.maxbits(in, s + 7 * BLOCK_SIZE, BLOCK_SIZE); + final int mbits1 = LongUtil.maxbits(in, s + 0 * BLOCK_SIZE, BLOCK_SIZE); + final int mbits2 = LongUtil.maxbits(in, s + 1 * BLOCK_SIZE, BLOCK_SIZE); + final int mbits3 = LongUtil.maxbits(in, s + 2 * BLOCK_SIZE, BLOCK_SIZE); + final int mbits4 = LongUtil.maxbits(in, s + 3 * BLOCK_SIZE, BLOCK_SIZE); + final int mbits5 = LongUtil.maxbits(in, s + 4 * BLOCK_SIZE, BLOCK_SIZE); + final int mbits6 = LongUtil.maxbits(in, s + 5 * BLOCK_SIZE, BLOCK_SIZE); + final int mbits7 = LongUtil.maxbits(in, s + 6 * BLOCK_SIZE, BLOCK_SIZE); + final int mbits8 = LongUtil.maxbits(in, s + 7 * BLOCK_SIZE, BLOCK_SIZE); // The first long expressed the maxbits for the 8 buckets - out[tmpoutpos++] = (mbits1 << 56) | (mbits2 << 48) | (mbits3 << 40) | (mbits4 << 32) | (mbits5 << 24) | (mbits6 << 16) | (mbits7 << 8) | (mbits8); + out[tmpoutpos++] = ((long) mbits1 << 56) | ((long) mbits2 << 48) | ((long) mbits3 << 40) | ((long) mbits4 << 32) | (mbits5 << 24) | (mbits6 << 16) | (mbits7 << 8) | (mbits8); LongBitPacking.fastpackwithoutmask(in, s + 0 * BLOCK_SIZE, out, tmpoutpos, (int) mbits1); tmpoutpos += mbits1; LongBitPacking.fastpackwithoutmask(in, s + 1 * BLOCK_SIZE, out, tmpoutpos, (int) mbits2); @@ -100,30 +100,30 @@ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, int tmpinpos = inpos.get(); int s = outpos.get(); for (; s + BLOCK_SIZE * 8 - 1 < outpos.get() + outlength; s += BLOCK_SIZE * 8) { - final long mbits1 = (in[tmpinpos] >>> 56); - final long mbits2 = (in[tmpinpos] >>> 48) & 0xFF; - final long mbits3 = (in[tmpinpos] >>> 40) & 0xFF; - final long mbits4 = (in[tmpinpos] >>> 32) & 0xFF; - final long mbits5 = (in[tmpinpos] >>> 24) & 0xFF; - final long mbits6 = (in[tmpinpos] >>> 16) & 0xFF; - final long mbits7 = (in[tmpinpos] >>> 8) & 0xFF; - final long mbits8 = (in[tmpinpos]) & 0xFF; + final int mbits1 = (int) ((in[tmpinpos] >>> 56)); + final int mbits2 = (int) ((in[tmpinpos] >>> 48) & 0xFF); + final int mbits3 = (int) ((in[tmpinpos] >>> 40) & 0xFF); + final int mbits4 = (int) ((in[tmpinpos] >>> 32) & 0xFF); + final int mbits5 = (int) ((in[tmpinpos] >>> 24) & 0xFF); + final int mbits6 = (int) ((in[tmpinpos] >>> 16) & 0xFF); + final int mbits7 = (int) ((in[tmpinpos] >>> 8) & 0xFF); + final int mbits8 = (int) ((in[tmpinpos]) & 0xFF); ++tmpinpos; - LongBitPacking.fastunpack(in, tmpinpos, out, s + 0 * BLOCK_SIZE, (int) mbits1); + LongBitPacking.fastunpack(in, tmpinpos, out, s + 0 * BLOCK_SIZE, mbits1); tmpinpos += mbits1; - LongBitPacking.fastunpack(in, tmpinpos, out, s + 1 * BLOCK_SIZE, (int) mbits2); + LongBitPacking.fastunpack(in, tmpinpos, out, s + 1 * BLOCK_SIZE, mbits2); tmpinpos += mbits2; - LongBitPacking.fastunpack(in, tmpinpos, out, s + 2 * BLOCK_SIZE, (int) mbits3); + LongBitPacking.fastunpack(in, tmpinpos, out, s + 2 * BLOCK_SIZE, mbits3); tmpinpos += mbits3; - LongBitPacking.fastunpack(in, tmpinpos, out, s + 3 * BLOCK_SIZE, (int) mbits4); + LongBitPacking.fastunpack(in, tmpinpos, out, s + 3 * BLOCK_SIZE, mbits4); tmpinpos += mbits4; - LongBitPacking.fastunpack(in, tmpinpos, out, s + 4 * BLOCK_SIZE, (int) mbits5); + LongBitPacking.fastunpack(in, tmpinpos, out, s + 4 * BLOCK_SIZE, mbits5); tmpinpos += mbits5; - LongBitPacking.fastunpack(in, tmpinpos, out, s + 5 * BLOCK_SIZE, (int) mbits6); + LongBitPacking.fastunpack(in, tmpinpos, out, s + 5 * BLOCK_SIZE, mbits6); tmpinpos += mbits6; - LongBitPacking.fastunpack(in, tmpinpos, out, s + 6 * BLOCK_SIZE, (int) mbits7); + LongBitPacking.fastunpack(in, tmpinpos, out, s + 6 * BLOCK_SIZE, mbits7); tmpinpos += mbits7; - LongBitPacking.fastunpack(in, tmpinpos, out, s + 7 * BLOCK_SIZE, (int) mbits8); + LongBitPacking.fastunpack(in, tmpinpos, out, s + 7 * BLOCK_SIZE, mbits8); tmpinpos += mbits8; } for (; s < outpos.get() + outlength; s += BLOCK_SIZE ) { From 6b5df2066d8d333bf60b1a69a5573373c5b84107 Mon Sep 17 00:00:00 2001 From: LGTM Migrator Date: Wed, 30 Nov 2022 10:31:07 +0000 Subject: [PATCH 174/266] Add CodeQL workflow for GitHub code scanning --- .github/workflows/codeql.yml | 41 ++++++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) create mode 100644 .github/workflows/codeql.yml diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml new file mode 100644 index 0000000..ab99519 --- /dev/null +++ b/.github/workflows/codeql.yml @@ -0,0 +1,41 @@ +name: "CodeQL" + +on: + push: + branches: [ "master" ] + pull_request: + branches: [ "master" ] + schedule: + - cron: "49 16 * * 6" + +jobs: + analyze: + name: Analyze + runs-on: ubuntu-latest + permissions: + actions: read + contents: read + security-events: write + + strategy: + fail-fast: false + matrix: + language: [ java ] + + steps: + - name: Checkout + uses: actions/checkout@v3 + + - name: Initialize CodeQL + uses: github/codeql-action/init@v2 + with: + languages: ${{ matrix.language }} + queries: +security-and-quality + + - name: Autobuild + uses: github/codeql-action/autobuild@v2 + + - name: Perform CodeQL Analysis + uses: github/codeql-action/analyze@v2 + with: + category: "/language:${{ matrix.language }}" From 56f86a6c3a903735aaa410a5a9d826b3df4964d3 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sat, 11 Mar 2023 13:14:20 -0500 Subject: [PATCH 175/266] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f629b5e..89afe78 100644 --- a/README.md +++ b/README.md @@ -222,6 +222,7 @@ He also posted his slides online: http://www.slideshare.net/ikhtearSharif/ikhtea Other recommended libraries ----------------------------- +* Fast integer compression in Go: https://github.com/ronanh/intcomp * Encoding: Integer Compression Libraries for Go https://github.com/zhenjl/encoding * CSharpFastPFOR: A C# integer compression library https://github.com/Genbox/CSharpFastPFOR * TurboPFor is a C library that offers lots of interesting optimizations and Java wrappers. Well worth checking! (Uses a GPL license.) https://github.com/powturbo/TurboPFor From 0ecdda9e431da96d044b5773ec13eee9f4e9d2ed Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Thu, 13 Jul 2023 14:32:23 -0400 Subject: [PATCH 176/266] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 89afe78..84f07cb 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,6 @@ JavaFastPFOR: A simple integer compression library in Java ========================================================== [![][maven img]][maven] [![][license img]][license] [![docs-badge][]][docs] -[![Code Quality: Cpp](https://img.shields.io/lgtm/grade/java/g/lemire/JavaFastPFOR.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/lemire/JavaFastPFOR/context:java) [![Java CI](https://github.com/lemire/JavaFastPFOR/actions/workflows/basic.yml/badge.svg)](https://github.com/lemire/JavaFastPFOR/actions/workflows/basic.yml) From 6e4daafa827e4e8048753b2b63da7b28c66b9153 Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Wed, 28 Feb 2024 20:21:57 +0400 Subject: [PATCH 177/266] Polish --- .../integercompression/SkippableIntegerCODEC.java | 11 +++++++---- .../me/lemire/integercompression/VariableByte.java | 4 ++-- .../me/lemire/longcompression/LongCompressor.java | 5 ++--- .../me/lemire/longcompression/LongVariableByte.java | 6 ++---- 4 files changed, 13 insertions(+), 13 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java index 0b6e825..31771d6 100644 --- a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java @@ -10,10 +10,10 @@ /** * Interface describing a standard CODEC to compress integers. This is a - * variation on the IntegerCODEC interface meant to be used for head access. + * variation on the IntegerCODEC interface meant to be used for partial reads. * - * The main difference is that we must specify the number of integers we wish to - * decode. This information should be stored elsewhere. + * The main difference is that you must specify the number of integers you wish to + * uncompress. This information should be stored elsewhere. * * This interface was designed by the Terrier team for their search engine. * @@ -29,6 +29,9 @@ public interface SkippableIntegerCODEC { * inpos will be incremented by 12 while outpos will be incremented by 3. We * use IntWrapper to pass the values by reference. * + * Implementation note: contrary to {@link IntegerCODEC#compress}, + * this may skip writing information about the number of encoded integers. + * * @param in * input array * @param inpos @@ -60,7 +63,7 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out * @param outpos * where to start writing the uncompressed output in out * @param num - * number of integers we want to decode, the actual number of integers decoded can be less + * number of integers we want to decode. May be less than the actual number of compressed integers */ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num); diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 1e28537..92cfaeb 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -126,7 +126,7 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, s += 8; // Shift to next integer if s==32 p += s>>5; - // cycle from 32 to 0 + // cycle from 31 to 0 s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { @@ -194,7 +194,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o s += 8; // Shift to next integer if s==32 p += s>>5; - // cycle from 32 to 0 + // cycle from 31 to 0 s = s & 31; v += ((c & 127) << shift); if ((c & 128) == 128) { diff --git a/src/main/java/me/lemire/longcompression/LongCompressor.java b/src/main/java/me/lemire/longcompression/LongCompressor.java index a140911..a2c79fd 100644 --- a/src/main/java/me/lemire/longcompression/LongCompressor.java +++ b/src/main/java/me/lemire/longcompression/LongCompressor.java @@ -13,8 +13,8 @@ */ public class LongCompressor { - SkippableLongCODEC codec; + /** * Constructor wrapping a codec. * @@ -48,8 +48,7 @@ public long[] compress(long[] input) { codec.headlessCompress(input, new IntWrapper(0), input.length, compressed, outpos); } catch (IndexOutOfBoundsException ioebe) { - throw new - UncompressibleInputException("Your input is too poorly compressible " + throw new UncompressibleInputException("Your input is too poorly compressible " + "with the current codec : "+codec); } compressed = Arrays.copyOf(compressed,outpos.intValue()); diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java index 1be4494..e1f56df 100644 --- a/src/main/java/me/lemire/longcompression/LongVariableByte.java +++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java @@ -187,7 +187,6 @@ public void compress(long[] in, IntWrapper inpos, int inlength, byte[] out, out[outpostmp++] = (byte) extract7bits(7, val); out[outpostmp++] = (byte) (extract7bitsmaskless(8, (val)) | (1 << 7)); } else { - // System.out.println(LongUtil.longToBinaryWithLeading(val)); out[outpostmp++] = (byte) extract7bits(0, val); out[outpostmp++] = (byte) extract7bits(1, val); out[outpostmp++] = (byte) extract7bits(2, val); @@ -220,7 +219,7 @@ public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, s += 8; // Shift to next long if s==64 p += s>>6; - // Cycle from 64 to 0 + // Cycle from 63 to 0 s = s & 63; v += ((c & 127) << shift); if ((c & 128) == 128) { @@ -309,13 +308,12 @@ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] int finaloutpos = num + tmpoutpos; for (long v = 0, shift = 0; tmpoutpos < finaloutpos;) { val = in[p]; - // System.out.println(longToBinaryWithLeading(val)); long c = val >>> s; // Shift to next byte s += 8; // Shift to next long if s == 64 p += s>>6; - // Cycle from 64 to 0 + // Cycle from 63 to 0 s = s & 63; v += ((c & 127) << shift); if ((c & 128) == 128) { From 867e9579e5801f4f7a1ace21ceb032e2f96b5328 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 28 Feb 2024 14:59:56 -0500 Subject: [PATCH 178/266] updating --- pom.xml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/pom.xml b/pom.xml index a960b2c..ba1fca5 100644 --- a/pom.xml +++ b/pom.xml @@ -69,10 +69,10 @@ org.apache.maven.plugins maven-compiler-plugin - 3.8.0 + 3.12.1 - 11 - 11 + 17 + 17 From 43cb373522e98137688b4746120dd427e8b073c1 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 28 Feb 2024 15:03:45 -0500 Subject: [PATCH 179/266] adding long compression --- src/main/java/module-info.java | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/main/java/module-info.java b/src/main/java/module-info.java index d2a749c..d254c12 100644 --- a/src/main/java/module-info.java +++ b/src/main/java/module-info.java @@ -5,5 +5,6 @@ // This is currently only for advanced users: // requires jdk.incubator.vector; exports me.lemire.integercompression; - exports me.lemire.integercompression.vector; + exports me.lemire.longcompression; + // exports me.lemire.integercompression.vector; } From f3e7857a144981ad5e82e742441915900b9b5386 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 28 Feb 2024 15:04:26 -0500 Subject: [PATCH 180/266] [maven-release-plugin] prepare release JavaFastPFOR-0.2.0 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index ba1fca5..3db7c2f 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.1.13-SNAPSHOT + 0.2.0 jar 1.7 From 2f32b0c628373a078cb3e22fa81941522dcb923c Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 28 Feb 2024 15:04:28 -0500 Subject: [PATCH 181/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 3db7c2f..a3c47da 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.2.0 + 0.2.1-SNAPSHOT jar 1.7 From 78afe707559f603ea63f582dd19c60f703ea331a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 28 Feb 2024 15:07:05 -0500 Subject: [PATCH 182/266] Update basic.yml --- .github/workflows/basic.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/basic.yml b/.github/workflows/basic.yml index cb3e3e8..4688fa2 100644 --- a/.github/workflows/basic.yml +++ b/.github/workflows/basic.yml @@ -8,11 +8,11 @@ jobs: strategy: fail-fast: false matrix: - java: [ 11, 16 ] + java: [ 17, 21 ] steps: - - uses: actions/checkout@v2 + - uses: actions/checkout@v4.1.1 - name: Set up JDK - uses: actions/setup-java@v2.5.0 + uses: actions/setup-java@v4.1.0 with: java-version: ${{ matrix.java }} distribution: 'adopt' @@ -21,4 +21,4 @@ jobs: - name: Build example run: javac -cp target/classes/:. example.java - name: Run example - run: java -cp target/classes/:. example \ No newline at end of file + run: java -cp target/classes/:. example From 022682f83f4044e4293003178c36e4322c970bd1 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 28 Feb 2024 15:08:24 -0500 Subject: [PATCH 183/266] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 84f07cb..5d3fc30 100644 --- a/README.md +++ b/README.md @@ -83,7 +83,7 @@ the following code in your pom.xml file: me.lemire.integercompression JavaFastPFOR - [0.1,) + [0.2,) ``` From c99e15d39d730e2ac45232d0c7608eaa1afba05d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 28 Feb 2024 15:10:22 -0500 Subject: [PATCH 184/266] bumping javadoc --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index a3c47da..5237403 100644 --- a/pom.xml +++ b/pom.xml @@ -138,7 +138,7 @@ org.apache.maven.plugins maven-javadoc-plugin - 3.4.1 + 3.6.3 me.lemire.integercompression.vector;com.kamikaze.pfordelta:me.lemire.integercompression.benchmarktools From 53a53073425c934a54ec78a3988b57b7ec185132 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 28 Feb 2024 15:18:30 -0500 Subject: [PATCH 185/266] bump --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 5237403..7fbfc6d 100644 --- a/pom.xml +++ b/pom.xml @@ -5,8 +5,8 @@ 0.2.1-SNAPSHOT jar - 1.7 - 1.7 + 1.8 + 1.8 UTF-8 From bb8318aaa820e17e6d0c8958a85709ab0cd36c7a Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 28 Feb 2024 15:23:53 -0500 Subject: [PATCH 186/266] Delete .github/workflows/codeql.yml --- .github/workflows/codeql.yml | 41 ------------------------------------ 1 file changed, 41 deletions(-) delete mode 100644 .github/workflows/codeql.yml diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml deleted file mode 100644 index ab99519..0000000 --- a/.github/workflows/codeql.yml +++ /dev/null @@ -1,41 +0,0 @@ -name: "CodeQL" - -on: - push: - branches: [ "master" ] - pull_request: - branches: [ "master" ] - schedule: - - cron: "49 16 * * 6" - -jobs: - analyze: - name: Analyze - runs-on: ubuntu-latest - permissions: - actions: read - contents: read - security-events: write - - strategy: - fail-fast: false - matrix: - language: [ java ] - - steps: - - name: Checkout - uses: actions/checkout@v3 - - - name: Initialize CodeQL - uses: github/codeql-action/init@v2 - with: - languages: ${{ matrix.language }} - queries: +security-and-quality - - - name: Autobuild - uses: github/codeql-action/autobuild@v2 - - - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@v2 - with: - category: "/language:${{ matrix.language }}" From 7412c29c667234f45accaf87347aef719c9b2c67 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sun, 9 Jun 2024 10:18:34 -0400 Subject: [PATCH 187/266] [maven-release-plugin] prepare release JavaFastPFOR-0.2.1 --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 7fbfc6d..7dc9678 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.2.1-SNAPSHOT + 0.2.1 jar 1.8 From d75c85f796d6b955f18c5fb0dbc295ffd28fe353 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sun, 9 Jun 2024 10:18:37 -0400 Subject: [PATCH 188/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 7dc9678..2587c46 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.2.1 + 0.2.2-SNAPSHOT jar 1.8 From 82a4d19820d000e62952ae84b37268497ec16deb Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Wed, 19 Jun 2024 10:43:44 -0400 Subject: [PATCH 189/266] minor fixes --- README.md | 6 +- .../benchmarkresults_haswell_18sept2014.txt | 414 +- .../benchmarkresults_icore7_10may2013.txt | 288 +- ...benchmarkresults_icore7_12november2013.txt | 414 +- ...rkresults_skippable_haswell_18sept2014.txt | 318 +- pom.xml | 45 +- .../integercompression/GroupSimple9.java | 7072 ++++++++--------- .../me/lemire/integercompression/S16.java | 372 +- .../java/me/lemire/integercompression/S9.java | 348 +- .../lemire/integercompression/Simple16.java | 336 +- .../me/lemire/integercompression/Simple9.java | 530 +- .../SkippableComposition.java | 2 +- .../UncompressibleInputException.java | 16 +- .../me/lemire/integercompression/Util.java | 14 +- .../benchmarktools/Benchmark.java | 6 +- .../benchmarktools/BenchmarkSkippable.java | 6 +- .../differential/IntegratedIntCompressor.java | 12 +- .../SkippableIntegratedComposition.java | 2 +- .../lemire/longcompression/ByteLongCODEC.java | 2 +- .../longcompression/LongAs2IntsCodec.java | 338 +- .../me/lemire/longcompression/LongCODEC.java | 4 +- .../longcompression/LongComposition.java | 4 +- .../lemire/longcompression/LongJustCopy.java | 8 +- .../me/lemire/longcompression/LongUtil.java | 6 +- .../longcompression/LongVariableByte.java | 2 +- .../SkippableLongComposition.java | 2 +- .../differential/LongDelta.java | 6 +- .../lemire/integercompression/AdhocTest.java | 125 +- .../lemire/integercompression/BasicTest.java | 52 +- .../integercompression/ByteBasicTest.java | 44 +- .../integercompression/ExampleTest.java | 602 +- .../integercompression/ResourcedTest.java | 112 +- .../SkippableBasicTest.java | 2 +- .../lemire/longcompression/LongBasicTest.java | 124 +- .../lemire/longcompression/LongTestUtils.java | 6 +- .../SkippableLongBasicTest.java | 18 +- .../longcompression/TestLongAs2IntsCodec.java | 168 +- .../longcompression/TestLongVariableByte.java | 162 +- .../synth/LongClusteredDataGenerator.java | 6 +- .../synth/LongUniformDataGenerator.java | 22 +- 40 files changed, 6041 insertions(+), 5975 deletions(-) diff --git a/README.md b/README.md index f629b5e..535e452 100644 --- a/README.md +++ b/README.md @@ -82,9 +82,9 @@ the following code in your pom.xml file: ```xml - me.lemire.integercompression - JavaFastPFOR - [0.1,) + me.lemire.integercompression + JavaFastPFOR + [0.1,) ``` diff --git a/benchmarkresults/benchmarkresults_haswell_18sept2014.txt b/benchmarkresults/benchmarkresults_haswell_18sept2014.txt index 43fa98b..a501d5d 100644 --- a/benchmarkresults/benchmarkresults_haswell_18sept2014.txt +++ b/benchmarkresults/benchmarkresults_haswell_18sept2014.txt @@ -1,7 +1,7 @@ # benchmark based on the ClusterData model from: -# Vo Ngoc Anh and Alistair Moffat. -# Index compression using 64-bit words. -# Softw. Pract. Exper.40, 2 (February 2010), 131-147. +# Vo Ngoc Anh and Alistair Moffat. +# Index compression using 64-bit words. +# Softw. Pract. Exper.40, 2 (February 2010), 131-147. # Results will be written into a CSV file: benchmark-20140918T011257.csv @@ -10,852 +10,852 @@ # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.56 246 1061 + 2.56 246 1061 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 3.21 66 275 + 3.21 66 275 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.96 838 1679 + 2.96 838 1679 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1276 1805 + 32.00 1276 1805 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 490 509 + 8.00 490 509 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 582 774 + 8.00 582 774 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.96 765 1193 + 2.96 765 1193 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.88 139 896 + 2.88 139 896 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.90 166 905 + 2.90 166 905 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.88 139 898 + 2.88 139 898 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.87 25 938 + 2.87 25 938 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.90 29 960 + 2.90 29 960 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.87 25 882 + 2.87 25 882 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.63 274 1015 + 2.63 274 1015 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 2.83 280 771 + 2.83 280 771 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.84 444 837 + 2.84 444 837 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.27 498 652 + 3.27 498 652 # sparsity 2 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.51 244 1048 + 3.51 244 1048 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 4.18 55 247 + 4.18 55 247 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.93 862 1611 + 3.93 862 1611 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1286 1816 + 32.00 1286 1816 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.01 486 508 + 8.01 486 508 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.01 575 763 + 8.01 575 763 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.93 774 1159 + 3.93 774 1159 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.83 118 865 + 3.83 118 865 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.86 141 875 + 3.86 141 875 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.83 118 867 + 3.83 118 867 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.82 18 881 + 3.82 18 881 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.85 22 887 + 3.85 22 887 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.82 18 838 + 3.82 18 838 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.58 273 990 + 3.58 273 990 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 3.82 201 656 + 3.82 201 656 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.90 442 819 + 3.90 442 819 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.50 494 640 + 4.50 494 640 # sparsity 3 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.28 244 1030 + 4.28 244 1030 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 4.95 51 247 + 4.95 51 247 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.71 850 1577 + 4.71 850 1577 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1252 1769 + 32.00 1252 1769 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.02 478 504 + 8.02 478 504 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.02 573 762 + 8.02 573 762 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.71 770 1139 + 4.71 770 1139 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.60 107 850 + 4.60 107 850 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.63 127 863 + 4.63 127 863 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.60 107 853 + 4.60 107 853 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.59 14 865 + 4.59 14 865 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.62 18 882 + 4.62 18 882 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.59 14 844 + 4.59 14 844 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.34 268 969 + 4.34 268 969 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 4.72 170 610 + 4.72 170 610 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.68 434 783 + 4.68 434 783 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.33 472 624 + 5.33 472 624 # sparsity 4 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.03 239 1004 + 5.03 239 1004 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 5.73 47 251 + 5.73 47 251 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.48 846 1556 + 5.48 846 1556 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1274 1799 + 32.00 1274 1799 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.12 439 486 + 8.12 439 486 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.12 537 715 + 8.12 537 715 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.48 769 1134 + 5.48 769 1134 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.36 95 817 + 5.36 95 817 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.39 115 838 + 5.39 115 838 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.36 96 827 + 5.36 96 827 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.34 12 842 + 5.34 12 842 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.37 16 871 + 5.37 16 871 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.34 12 803 + 5.34 12 803 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.09 268 963 + 5.09 268 963 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 5.57 150 587 + 5.57 150 587 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.47 432 800 + 5.47 432 800 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.16 491 635 + 6.16 491 635 # sparsity 5 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.00 236 999 + 6.00 236 999 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 6.70 43 242 + 6.70 43 242 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.45 863 1584 + 6.45 863 1584 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1236 1792 + 32.00 1236 1792 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.40 369 452 + 8.40 369 452 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.40 486 617 + 8.40 486 617 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.45 777 1132 + 6.45 777 1132 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.33 86 808 + 6.33 86 808 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.36 103 828 + 6.36 103 828 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.33 86 813 + 6.33 86 813 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.31 9 825 + 6.31 9 825 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.34 13 858 + 6.34 13 858 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.31 9 819 + 6.31 9 819 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.06 265 945 + 6.06 265 945 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 6.65 139 546 + 6.65 139 546 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.45 442 804 + 6.45 442 804 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.18 493 635 + 7.18 493 635 # sparsity 6 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.76 238 998 + 6.76 238 998 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 7.45 42 251 + 7.45 42 251 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.20 854 1525 + 7.20 854 1525 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1177 1663 + 32.00 1177 1663 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.10 259 362 + 9.10 259 362 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.10 380 450 + 9.10 380 450 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.20 718 1098 + 7.20 718 1098 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.08 79 786 + 7.08 79 786 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.11 95 821 + 7.11 95 821 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.08 81 814 + 7.08 81 814 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.06 8 836 + 7.06 8 836 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.09 11 860 + 7.09 11 860 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.06 8 822 + 7.06 8 822 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.81 268 962 + 6.81 268 962 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 7.56 129 509 + 7.56 129 509 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.19 433 789 + 7.19 433 789 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.93 491 632 + 7.93 491 632 # sparsity 7 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.05 236 985 + 8.05 236 985 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 8.75 39 247 + 8.75 39 247 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.50 861 1526 + 8.50 861 1526 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1279 1788 + 32.00 1279 1788 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.11 190 305 + 10.11 190 305 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.11 311 355 + 10.11 311 355 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.50 753 1092 + 8.50 753 1092 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.37 71 792 + 8.37 71 792 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.40 83 804 + 8.40 83 804 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.37 72 805 + 8.37 72 805 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.35 7 808 + 8.35 7 808 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.38 10 835 + 8.38 10 835 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.35 7 796 + 8.35 7 796 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.10 259 920 + 8.10 259 920 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 9.16 111 447 + 9.16 111 447 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.52 435 784 + 8.52 435 784 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.32 485 622 + 9.32 485 622 # sparsity 8 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.73 234 972 + 8.73 234 972 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 9.44 37 250 + 9.44 37 250 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.19 848 1493 + 9.19 848 1493 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1279 1858 + 32.00 1279 1858 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.04 167 307 + 11.04 167 307 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.04 309 353 + 11.04 309 353 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.19 751 1095 + 9.19 751 1095 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.06 67 770 + 9.06 67 770 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.09 78 781 + 9.09 78 781 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.06 68 792 + 9.06 68 792 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.03 6 795 + 9.03 6 795 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.07 9 824 + 9.07 9 824 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.03 6 787 + 9.03 6 787 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.78 266 936 + 8.78 266 936 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 10.34 101 427 + 10.34 101 427 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.21 437 794 + 9.21 437 794 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.01 488 626 + 10.01 488 626 # sparsity 9 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.75 234 980 + 9.75 234 980 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 10.48 36 242 + 10.48 36 242 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.21 844 1474 + 10.21 844 1474 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1262 1795 + 32.00 1262 1795 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.18 145 300 + 12.18 145 300 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.18 302 340 + 12.18 302 340 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.21 761 1096 + 10.21 761 1096 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.08 63 786 + 10.08 63 786 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.12 72 752 + 10.12 72 752 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.08 63 783 + 10.08 63 783 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.05 6 787 + 10.05 6 787 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.09 8 798 + 10.09 8 798 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.05 6 779 + 10.05 6 779 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.80 264 930 + 9.80 264 930 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 11.77 92 410 + 11.77 92 410 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.23 438 789 + 10.23 438 789 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.05 486 624 + 11.05 486 624 # sparsity 10 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.73 235 979 + 10.73 235 979 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 11.46 35 239 + 11.46 35 239 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.18 840 1456 + 11.18 840 1456 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1248 1746 + 32.00 1248 1746 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.14 135 312 + 13.14 135 312 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.14 309 354 + 13.14 309 354 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.18 761 1097 + 11.18 761 1097 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.09 59 802 + 11.09 59 802 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.13 69 814 + 11.13 69 814 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.09 59 771 + 11.09 59 771 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.04 5 783 + 11.04 5 783 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.08 8 816 + 11.08 8 816 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.04 5 776 + 11.04 5 776 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.78 265 934 + 10.78 265 934 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 12.98 89 415 + 12.98 89 415 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.20 436 787 + 11.20 436 787 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.02 483 620 + 12.02 483 620 # sparsity 11 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.79 232 950 + 11.79 232 950 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 12.68 34 256 + 12.68 34 256 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.23 842 1450 + 12.23 842 1450 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1292 1826 + 32.00 1292 1826 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.00 127 324 + 14.00 127 324 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.00 308 369 + 14.00 308 369 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.23 760 1092 + 12.23 760 1092 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.35 56 795 + 12.35 56 795 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.38 65 829 + 12.38 65 829 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.35 57 822 + 12.35 57 822 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.13 5 706 + 12.13 5 706 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.17 7 750 + 12.17 7 750 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.13 5 712 + 12.13 5 712 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.83 261 919 + 11.83 261 919 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 14.17 85 401 + 14.17 85 401 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.25 436 781 + 12.25 436 781 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.08 489 623 + 13.08 489 623 # sparsity 12 # generating random data... # generating random data... ok. # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.70 226 932 + 12.70 226 932 # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 13.76 34 261 + 13.76 34 261 # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.16 849 1453 + 13.16 849 1453 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1208 1804 + 32.00 1208 1804 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.84 117 307 + 14.84 117 307 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.84 260 352 + 14.84 260 352 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.16 762 1095 + 13.16 762 1095 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.46 56 899 + 13.46 56 899 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.48 63 915 + 13.48 63 915 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.46 56 897 + 13.46 56 897 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.20 5 681 + 13.20 5 681 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.24 7 735 + 13.24 7 735 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.20 5 699 + 13.20 5 699 # IntegratedFastPFOR + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.75 260 914 + 12.75 260 914 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 15.51 80 359 + 15.51 80 359 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.18 435 781 + 13.18 435 781 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.00 489 626 + 14.00 489 626 Results were written into a CSV file: benchmark-20140918T011257.csv diff --git a/benchmarkresults/benchmarkresults_icore7_10may2013.txt b/benchmarkresults/benchmarkresults_icore7_10may2013.txt index 5b776fb..d10579e 100644 --- a/benchmarkresults/benchmarkresults_icore7_10may2013.txt +++ b/benchmarkresults/benchmarkresults_icore7_10may2013.txt @@ -3,610 +3,610 @@ # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 3.34 51 262 + 3.34 51 262 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.09 639 1183 + 3.09 639 1183 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1151 1468 + 32.00 1151 1468 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 199 299 + 8.00 199 299 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 148 339 + 8.00 148 339 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.09 613 920 + 3.09 613 920 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.02 143 721 + 3.02 143 721 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.05 164 705 + 3.05 164 705 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.01 26 790 + 3.01 26 790 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.03 30 816 + 3.03 30 816 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.78 226 811 + 2.78 226 811 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 2.97 236 604 + 2.97 236 604 # sparsity 2 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 4.17 47 266 + 4.17 47 266 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.92 672 1261 + 3.92 672 1261 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1218 1562 + 32.00 1218 1562 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 204 290 + 8.00 204 290 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 236 343 + 8.00 236 343 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.92 505 917 + 3.92 505 917 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.82 127 698 + 3.82 127 698 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.85 151 726 + 3.85 151 726 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.81 18 752 + 3.81 18 752 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.84 23 779 + 3.84 23 779 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.56 228 828 + 3.56 228 828 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 3.82 182 562 + 3.82 182 562 # sparsity 3 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 4.96 43 276 + 4.96 43 276 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.72 662 1187 + 4.72 662 1187 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1215 1566 + 32.00 1215 1566 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.02 198 286 + 8.02 198 286 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.02 254 340 + 8.02 254 340 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.72 576 848 + 4.72 576 848 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.61 111 654 + 4.61 111 654 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.64 129 699 + 4.64 129 699 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.60 14 732 + 4.60 14 732 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.63 18 761 + 4.63 18 761 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.36 226 813 + 4.36 226 813 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 4.76 148 511 + 4.76 148 511 # sparsity 4 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 5.97 39 270 + 5.97 39 270 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.72 656 1148 + 5.72 656 1148 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1212 1555 + 32.00 1212 1555 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.09 206 287 + 8.09 206 287 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.09 213 334 + 8.09 213 334 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.72 626 891 + 5.72 626 891 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.60 105 672 + 5.60 105 672 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.63 121 701 + 5.63 121 701 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.58 10 667 + 5.58 10 667 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.62 14 736 + 5.62 14 736 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.33 226 805 + 5.33 226 805 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 5.86 123 464 + 5.86 123 464 # sparsity 5 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 6.49 39 262 + 6.49 39 262 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.25 659 1121 + 6.25 659 1121 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1154 1168 + 32.00 1154 1168 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.44 192 265 + 8.44 192 265 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.44 240 297 + 8.44 240 297 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.25 631 907 + 6.25 631 907 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.13 101 685 + 6.13 101 685 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.16 116 714 + 6.16 116 714 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.11 9 708 + 6.11 9 708 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.14 13 741 + 6.14 13 741 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.86 225 806 + 5.86 225 806 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 6.44 120 442 + 6.44 120 442 # sparsity 6 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 7.64 35 269 + 7.64 35 269 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.39 654 1111 + 7.39 654 1111 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1207 1553 + 32.00 1207 1553 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.06 185 225 + 9.06 185 225 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.06 166 248 + 9.06 166 248 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.39 620 888 + 7.39 620 888 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.26 91 679 + 7.26 91 679 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.30 104 704 + 7.30 104 704 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.24 7 704 + 7.24 7 704 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.28 10 735 + 7.28 10 735 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.00 221 792 + 7.00 221 792 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 7.76 106 393 + 7.76 106 393 # sparsity 7 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 8.66 33 266 + 8.66 33 266 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.41 675 1165 + 8.41 675 1165 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1210 1553 + 32.00 1210 1553 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.10 154 194 + 10.10 154 194 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.10 176 207 + 10.10 176 207 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.41 628 896 + 8.41 628 896 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.27 84 643 + 8.27 84 643 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.31 95 685 + 8.31 95 685 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.25 6 693 + 8.25 6 693 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.29 9 723 + 8.29 9 723 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 215 773 + 8.00 215 773 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 9.10 94 357 + 9.10 94 357 # sparsity 8 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 9.52 32 241 + 9.52 32 241 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.26 692 1194 + 9.26 692 1194 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1208 1525 + 32.00 1208 1525 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.14 138 178 + 11.14 138 178 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.14 187 190 + 11.14 187 190 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.26 647 893 + 9.26 647 893 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.14 79 655 + 9.14 79 655 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.18 88 684 + 9.18 88 684 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.11 6 680 + 9.11 6 680 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.15 8 712 + 9.15 8 712 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.86 220 778 + 8.86 220 778 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 10.39 86 330 + 10.39 86 330 # sparsity 9 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 10.46 31 253 + 10.46 31 253 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.19 661 1122 + 10.19 661 1122 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1210 1546 + 32.00 1210 1546 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.27 126 173 + 12.27 126 173 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.27 155 181 + 12.27 155 181 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.19 617 886 + 10.19 617 886 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.07 73 634 + 10.07 73 634 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.11 82 669 + 10.11 82 669 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.04 5 663 + 10.04 5 663 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.08 7 700 + 10.08 7 700 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.79 215 757 + 9.79 215 757 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 11.79 78 325 + 11.79 78 325 # sparsity 10 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 11.13 30 243 + 11.13 30 243 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.83 628 1028 + 10.83 628 1028 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1167 1498 + 32.00 1167 1498 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.71 152 179 + 12.71 152 179 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.71 151 187 + 12.71 151 187 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.83 389 820 + 10.83 389 820 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.76 72 638 + 10.76 72 638 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.79 79 683 + 10.79 79 683 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.69 5 655 + 10.69 5 655 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.73 7 682 + 10.73 7 682 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.42 219 767 + 10.42 219 767 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 12.49 77 332 + 12.49 77 332 # sparsity 11 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 12.38 29 254 + 12.38 29 254 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.01 660 1112 + 12.01 660 1112 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1142 1445 + 32.00 1142 1445 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.87 143 172 + 13.87 143 172 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.87 144 178 + 13.87 144 178 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.01 582 830 + 12.01 582 830 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.04 64 647 + 12.04 64 647 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.08 69 649 + 12.08 69 649 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.91 4 637 + 11.91 4 637 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.95 7 660 + 11.95 7 660 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.61 217 766 + 11.61 217 766 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 13.96 73 313 + 13.96 73 313 # sparsity 12 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 13.57 29 265 + 13.57 29 265 # me.lemire.integercompression.IntegratedBinaryPacking+me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.01 611 1012 + 13.01 611 1012 # me.lemire.integercompression.JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1215 1565 + 32.00 1215 1565 # me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.73 121 160 + 14.73 121 160 # me.lemire.integercompression.IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.73 131 166 + 14.73 131 166 # me.lemire.integercompression.BinaryPacking+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.01 603 832 + 13.01 603 832 # me.lemire.integercompression.NewPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.26 68 737 + 13.26 68 737 # me.lemire.integercompression.NewPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.29 72 761 + 13.29 72 761 # me.lemire.integercompression.OptPFD+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.06 4 591 + 13.06 4 591 # me.lemire.integercompression.OptPFDS9+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.10 6 625 + 13.10 6 625 # me.lemire.integercompression.FastPFOR+me.lemire.integercompression.VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.61 213 755 + 12.61 213 755 # me.lemire.integercompression.Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 15.38 69 281 + 15.38 69 281 diff --git a/benchmarkresults/benchmarkresults_icore7_12november2013.txt b/benchmarkresults/benchmarkresults_icore7_12november2013.txt index 07b11b3..795650e 100644 --- a/benchmarkresults/benchmarkresults_icore7_12november2013.txt +++ b/benchmarkresults/benchmarkresults_icore7_12november2013.txt @@ -10,9 +10,9 @@ Its dependencies (if any) will NOT be available to the current build. [INFO] [enforcer:enforce {execution: enforce-maven}] [INFO] [exec:java {execution: default-cli}] # benchmark based on the ClusterData model from: -# Vo Ngoc Anh and Alistair Moffat. -# Index compression using 64-bit words. -# Softw. Pract. Exper.40, 2 (February 2010), 131-147. +# Vo Ngoc Anh and Alistair Moffat. +# Index compression using 64-bit words. +# Softw. Pract. Exper.40, 2 (February 2010), 131-147. # Results will be written into a CSV file: benchmark-20131112T105209.csv @@ -21,852 +21,852 @@ Its dependencies (if any) will NOT be available to the current build. # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 3.28 48 218 + 3.28 48 218 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 3.03 623 1205 + 3.03 623 1205 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1154 1331 + 32.00 1154 1331 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 508 554 + 8.00 508 554 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 592 709 + 8.00 592 709 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.03 596 900 + 3.03 596 900 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.95 115 701 + 2.95 115 701 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.98 135 726 + 2.98 135 726 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.95 116 726 + 2.95 116 726 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.94 19 761 + 2.94 19 761 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.97 22 767 + 2.97 22 767 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.94 19 765 + 2.94 19 765 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 2.71 219 797 + 2.71 219 797 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.71 217 813 + 2.71 217 813 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 2.90 254 599 + 2.90 254 599 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.92 375 669 + 2.92 375 669 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.36 394 503 + 3.36 394 503 # sparsity 2 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 4.09 47 254 + 4.09 47 254 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 3.84 636 1160 + 3.84 636 1160 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1152 1264 + 32.00 1152 1264 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.01 510 551 + 8.01 510 551 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.01 594 704 + 8.01 594 704 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.84 602 875 + 3.84 602 875 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.74 101 673 + 3.74 101 673 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.77 117 695 + 3.77 117 695 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.74 101 694 + 3.74 101 694 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.73 15 725 + 3.73 15 725 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.76 18 741 + 3.76 18 741 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.73 15 731 + 3.73 15 731 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 3.48 215 782 + 3.48 215 782 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.48 212 789 + 3.48 212 789 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 3.72 190 530 + 3.72 190 530 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.76 375 657 + 3.76 375 657 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.32 392 499 + 4.32 392 499 # sparsity 3 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 5.03 42 250 + 5.03 42 250 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 4.77 643 1141 + 4.77 643 1141 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1149 1337 + 32.00 1149 1337 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.02 506 547 + 8.02 506 547 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.02 590 698 + 8.02 590 698 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.77 619 904 + 4.77 619 904 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.66 89 640 + 4.66 89 640 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.69 103 672 + 4.69 103 672 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.66 89 668 + 4.66 89 668 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.64 12 700 + 4.64 12 700 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.68 14 712 + 4.68 14 712 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.64 12 704 + 4.64 12 704 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 4.39 212 762 + 4.39 212 762 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.39 209 763 + 4.39 209 763 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 4.81 146 480 + 4.81 146 480 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.75 373 646 + 4.75 373 646 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.40 386 496 + 5.40 386 496 # sparsity 4 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 5.77 39 245 + 5.77 39 245 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 5.53 629 1095 + 5.53 629 1095 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1148 1332 + 32.00 1148 1332 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.11 482 522 + 8.11 482 522 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.11 557 655 + 8.11 557 655 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.53 617 889 + 5.53 617 889 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.42 82 659 + 5.42 82 659 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.45 94 684 + 5.45 94 684 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.42 82 686 + 5.42 82 686 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.40 10 695 + 5.40 10 695 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.43 12 715 + 5.43 12 715 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.40 10 705 + 5.40 10 705 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 5.16 214 776 + 5.16 214 776 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.16 211 780 + 5.16 211 780 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 5.66 128 457 + 5.66 128 457 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.53 370 645 + 5.53 370 645 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.23 389 493 + 6.23 389 493 # sparsity 5 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 6.57 37 248 + 6.57 37 248 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 6.32 640 1113 + 6.32 640 1113 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1150 1349 + 32.00 1150 1349 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.41 416 456 + 8.41 416 456 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.41 473 548 + 8.41 473 548 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.32 622 898 + 6.32 622 898 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.20 75 643 + 6.20 75 643 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.23 86 668 + 6.23 86 668 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.20 75 666 + 6.20 75 666 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.18 8 690 + 6.18 8 690 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.21 11 705 + 6.21 11 705 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.18 8 697 + 6.18 8 697 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 5.93 211 741 + 5.93 211 741 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.93 208 772 + 5.93 208 772 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 6.51 118 426 + 6.51 118 426 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.32 374 639 + 6.32 374 639 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.05 390 492 + 7.05 390 492 # sparsity 6 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 7.73 35 242 + 7.73 35 242 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 7.48 630 1071 + 7.48 630 1071 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1143 1350 + 32.00 1143 1350 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.04 328 365 + 9.04 328 365 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.04 365 415 + 9.04 365 415 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.48 620 882 + 7.48 620 882 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.36 67 641 + 7.36 67 641 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.39 76 668 + 7.39 76 668 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.36 67 667 + 7.36 67 667 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.33 7 679 + 7.33 7 679 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.37 9 695 + 7.37 9 695 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.33 7 686 + 7.33 7 686 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 7.09 211 749 + 7.09 211 749 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.09 208 764 + 7.09 208 764 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 7.88 101 383 + 7.88 101 383 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.49 372 630 + 7.49 372 630 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.27 389 489 + 8.27 389 489 # sparsity 7 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 8.46 33 244 + 8.46 33 244 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 8.21 628 1052 + 8.21 628 1052 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1148 1334 + 32.00 1148 1334 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.01 257 290 + 10.01 257 290 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.01 284 315 + 10.01 284 315 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.21 612 859 + 8.21 612 859 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.08 63 626 + 8.08 63 626 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.11 71 665 + 8.11 71 665 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.08 63 663 + 8.08 63 663 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.06 6 675 + 8.06 6 675 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.09 8 687 + 8.09 8 687 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.06 6 682 + 8.06 6 682 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 7.81 210 756 + 7.81 210 756 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 7.81 207 759 + 7.81 207 759 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 8.85 92 353 + 8.85 92 353 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.22 369 622 + 8.22 369 622 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.00 389 486 + 9.00 389 486 # sparsity 8 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 9.41 32 234 + 9.41 32 234 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 9.16 636 1062 + 9.16 636 1062 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1151 1326 + 32.00 1151 1326 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.08 231 269 + 11.08 231 269 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.08 259 288 + 11.08 259 288 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.16 616 873 + 9.16 616 873 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.04 59 638 + 9.04 59 638 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.07 65 664 + 9.07 65 664 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.04 59 664 + 9.04 59 664 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.01 5 665 + 9.01 5 665 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.05 7 680 + 9.05 7 680 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.01 5 671 + 9.01 5 671 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 8.77 209 746 + 8.77 209 746 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.77 207 738 + 8.77 207 738 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 10.25 81 324 + 10.25 81 324 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.18 372 625 + 9.18 372 625 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.98 387 479 + 9.98 387 479 # sparsity 9 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 10.41 31 238 + 10.41 31 238 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 10.15 637 1070 + 10.15 637 1070 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1145 1413 + 32.00 1145 1413 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.15 221 267 + 12.15 221 267 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.15 252 284 + 12.15 252 284 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.15 609 849 + 10.15 609 849 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.03 54 624 + 10.03 54 624 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.06 60 650 + 10.06 60 650 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.03 54 649 + 10.03 54 649 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.00 5 653 + 10.00 5 653 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.03 7 666 + 10.03 7 666 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.00 5 659 + 10.00 5 659 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 9.75 207 739 + 9.75 207 739 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.75 206 743 + 9.75 206 743 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 11.72 73 313 + 11.72 73 313 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.17 369 611 + 10.17 369 611 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.98 381 474 + 10.98 381 474 # sparsity 10 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 11.57 29 236 + 11.57 29 236 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 11.28 626 1033 + 11.28 626 1033 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1141 1328 + 32.00 1141 1328 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.18 219 276 + 13.18 219 276 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.18 254 294 + 13.18 254 294 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.28 610 848 + 11.28 610 848 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.19 50 617 + 11.19 50 617 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.23 56 638 + 11.23 56 638 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.19 50 640 + 11.19 50 640 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.13 4 640 + 11.13 4 640 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.17 6 655 + 11.17 6 655 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.13 4 647 + 11.13 4 647 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 10.87 207 736 + 10.87 207 736 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.87 204 734 + 10.87 204 734 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 13.19 68 311 + 13.19 68 311 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.30 369 612 + 11.30 369 612 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.13 386 477 + 12.13 386 477 # sparsity 11 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 12.41 29 229 + 12.41 29 229 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 12.01 634 1046 + 12.01 634 1046 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1148 1365 + 32.00 1148 1365 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.84 208 261 + 13.84 208 261 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.84 241 277 + 13.84 241 277 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.01 605 832 + 12.01 605 832 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.07 49 650 + 12.07 49 650 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.10 54 674 + 12.10 54 674 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.07 49 675 + 12.07 49 675 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.93 4 604 + 11.93 4 604 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.97 6 618 + 11.97 6 618 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.93 4 611 + 11.93 4 611 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 11.60 206 724 + 11.60 206 724 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.60 203 724 + 11.60 203 724 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 13.98 66 291 + 13.98 66 291 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.04 367 603 + 12.04 367 603 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.86 385 478 + 12.86 385 478 # sparsity 12 # generating random data... # generating random data... ok. # kamikaze PForDelta # bits per int, compress speed (mis), decompression speed (mis) - 13.48 28 236 + 13.48 28 236 # IntegratedBinaryPacking + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 12.96 634 1051 + 12.96 634 1051 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1150 1307 + 32.00 1150 1307 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.69 202 258 + 14.69 202 258 # IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.69 235 272 + 14.69 235 272 # BinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.96 610 849 + 12.96 610 849 # NewPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.17 48 698 + 13.17 48 698 # NewPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.20 52 714 + 13.20 52 714 # NewPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.17 48 720 + 13.17 48 720 # OptPFD + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.96 4 588 + 12.96 4 588 # OptPFDS9 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.00 6 602 + 13.00 6 602 # OptPFDS16 + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.96 4 597 + 12.96 4 597 # IntegratedFastPFOR + IntegratedVariableByte (Integrated) # bits per int, compress speed (mis), decompression speed (mis) - 12.55 206 726 + 12.55 206 726 # FastPFOR + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.55 203 725 + 12.55 203 725 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 15.40 63 269 + 15.40 63 269 # XorBinaryPacking + VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.99 368 613 + 12.99 368 613 # DeltaZigzagBinaryPacking + DeltaZigzagVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.81 384 476 + 13.81 384 476 Results were written into a CSV file: benchmark-20131112T105209.csv diff --git a/benchmarkresults/benchmarkresults_skippable_haswell_18sept2014.txt b/benchmarkresults/benchmarkresults_skippable_haswell_18sept2014.txt index 4159637..7e35696 100644 --- a/benchmarkresults/benchmarkresults_skippable_haswell_18sept2014.txt +++ b/benchmarkresults/benchmarkresults_skippable_haswell_18sept2014.txt @@ -1,7 +1,7 @@ # benchmark based on the ClusterData model from: -# Vo Ngoc Anh and Alistair Moffat. -# Index compression using 64-bit words. -# Softw. Pract. Exper.40, 2 (February 2010), 131-147. +# Vo Ngoc Anh and Alistair Moffat. +# Index compression using 64-bit words. +# Softw. Pract. Exper.40, 2 (February 2010), 131-147. # Results will be written into a CSV file: benchmark-20140918T011322.csv @@ -10,504 +10,504 @@ # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.04 840 1619 + 3.04 840 1619 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1169 1698 + 32.00 1169 1698 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 195 369 + 8.00 195 369 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.04 651 1148 + 3.04 651 1148 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.96 129 865 + 2.96 129 865 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.98 158 877 + 2.98 158 877 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.96 130 879 + 2.96 130 879 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.95 25 930 + 2.95 25 930 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.97 27 951 + 2.97 27 951 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.95 25 935 + 2.95 25 935 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 2.82 235 928 + 2.82 235 928 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 2.93 255 740 + 2.93 255 740 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 2.77 147 395 + 2.77 147 395 # sparsity 2 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.82 831 1555 + 3.82 831 1555 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1183 1800 + 32.00 1183 1800 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.00 220 372 + 8.00 220 372 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.82 659 1139 + 3.82 659 1139 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.72 116 855 + 3.72 116 855 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.75 136 851 + 3.75 136 851 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.72 115 853 + 3.72 115 853 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.71 19 895 + 3.71 19 895 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.74 22 917 + 3.74 22 917 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.71 19 900 + 3.71 19 900 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 3.59 230 908 + 3.59 230 908 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 3.74 195 654 + 3.74 195 654 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 3.49 111 366 + 3.49 111 366 # sparsity 3 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.78 817 1519 + 4.78 817 1519 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1019 1759 + 32.00 1019 1759 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.02 238 370 + 8.02 238 370 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.78 680 1121 + 4.78 680 1121 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.67 98 825 + 4.67 98 825 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.70 123 840 + 4.70 123 840 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.67 102 834 + 4.67 102 834 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.66 15 861 + 4.66 15 861 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.69 18 895 + 4.69 18 895 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.66 14 871 + 4.66 14 871 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 4.54 231 904 + 4.54 231 904 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 4.84 153 589 + 4.84 153 589 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 4.40 83 339 + 4.40 83 339 # sparsity 4 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.65 788 1505 + 5.65 788 1505 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1142 1757 + 32.00 1142 1757 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.09 242 363 + 8.09 242 363 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.65 636 1113 + 5.65 636 1113 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.52 92 828 + 5.52 92 828 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.56 112 826 + 5.56 112 826 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.52 94 826 + 5.52 94 826 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.51 12 854 + 5.51 12 854 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.54 15 883 + 5.54 15 883 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.51 12 858 + 5.51 12 858 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 5.39 218 886 + 5.39 218 886 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 5.80 136 566 + 5.80 136 566 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 5.32 68 319 + 5.32 68 319 # sparsity 5 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.31 804 1490 + 6.31 804 1490 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1105 1860 + 32.00 1105 1860 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.40 245 330 + 8.40 245 330 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.31 673 1121 + 6.31 673 1121 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.19 87 832 + 6.19 87 832 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.22 107 844 + 6.22 107 844 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.19 88 830 + 6.19 88 830 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.17 10 851 + 6.17 10 851 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.20 14 883 + 6.20 14 883 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.17 10 852 + 6.17 10 852 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.07 217 875 + 6.07 217 875 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 6.51 130 513 + 6.51 130 513 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 6.13 60 307 + 6.13 60 307 # sparsity 6 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.99 742 1431 + 6.99 742 1431 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1163 1660 + 32.00 1163 1660 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.99 205 290 + 8.99 205 290 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.99 637 1107 + 6.99 637 1107 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.87 82 821 + 6.87 82 821 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.90 100 830 + 6.90 100 830 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.87 82 818 + 6.87 82 818 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.85 9 834 + 6.85 9 834 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.88 12 865 + 6.88 12 865 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.85 9 836 + 6.85 9 836 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 6.75 224 877 + 6.75 224 877 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 7.33 118 485 + 7.33 118 485 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 6.98 54 296 + 6.98 54 296 # sparsity 7 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.31 770 1463 + 8.31 770 1463 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1074 1832 + 32.00 1074 1832 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.01 203 240 + 10.01 203 240 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.31 664 1105 + 8.31 664 1105 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.18 73 796 + 8.18 73 796 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.22 88 808 + 8.22 88 808 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.18 73 792 + 8.18 73 792 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.16 7 819 + 8.16 7 819 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.20 10 849 + 8.20 10 849 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.16 7 810 + 8.16 7 810 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.05 217 851 + 8.05 217 851 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 9.01 103 430 + 9.01 103 430 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 8.61 47 277 + 8.61 47 277 # sparsity 8 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.88 800 1414 + 8.88 800 1414 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1078 1718 + 32.00 1078 1718 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.91 211 227 + 10.91 211 227 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.88 671 1083 + 8.88 671 1083 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.76 70 804 + 8.76 70 804 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.80 84 814 + 8.80 84 814 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.76 70 800 + 8.76 70 800 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.73 7 807 + 8.73 7 807 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.77 9 792 + 8.77 9 792 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.73 7 801 + 8.73 7 801 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 8.64 211 837 + 8.64 211 837 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 9.94 96 417 + 9.94 96 417 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 9.51 44 268 + 9.51 44 268 # sparsity 9 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.19 834 1442 + 10.19 834 1442 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1200 1632 + 32.00 1200 1632 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.16 206 212 + 12.16 206 212 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.19 675 1092 + 10.19 675 1092 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.07 64 804 + 10.07 64 804 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.10 76 814 + 10.10 76 814 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.07 63 802 + 10.07 63 802 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.04 6 810 + 10.04 6 810 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.08 9 841 + 10.08 9 841 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.04 6 808 + 10.04 6 808 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 9.94 222 858 + 9.94 222 858 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 11.79 88 397 + 11.79 88 397 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 11.40 38 253 + 11.40 38 253 # sparsity 10 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.10 814 1406 + 11.10 814 1406 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1215 1820 + 32.00 1215 1820 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.07 207 208 + 13.07 207 208 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.10 681 1073 + 11.10 681 1073 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.00 60 800 + 11.00 60 800 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.04 72 809 + 11.04 72 809 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 11.00 60 796 + 11.00 60 796 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.95 6 785 + 10.95 6 785 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.99 8 815 + 10.99 8 815 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.95 6 782 + 10.95 6 782 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 10.84 226 860 + 10.84 226 860 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 12.93 84 389 + 12.93 84 389 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 12.58 36 245 + 12.58 36 245 # sparsity 11 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.31 814 1392 + 12.31 814 1392 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1171 1846 + 32.00 1171 1846 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.14 172 201 + 14.14 172 201 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.31 668 1071 + 12.31 668 1071 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.42 56 825 + 12.42 56 825 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.45 67 832 + 12.45 67 832 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.42 56 821 + 12.42 56 821 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.22 5 729 + 12.22 5 729 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.27 8 758 + 12.27 8 758 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.22 5 731 + 12.22 5 731 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.07 222 836 + 12.07 222 836 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 14.31 81 377 + 14.31 81 377 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 14.05 33 238 + 14.05 33 238 # sparsity 12 # generating random data... # generating random data... ok. # IntegratedBinaryPacking + IntegratedVariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.97 805 1375 + 12.97 805 1375 # JustCopy # bits per int, compress speed (mis), decompression speed (mis) - 32.00 1160 1737 + 32.00 1160 1737 # VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 14.72 186 193 + 14.72 186 193 # BinaryPacking+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.97 656 1037 + 12.97 656 1037 # NewPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.22 56 886 + 13.22 56 886 # NewPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.24 67 891 + 13.24 67 891 # NewPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.22 56 883 + 13.22 56 883 # OptPFD+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.98 5 704 + 12.98 5 704 # OptPFDS9+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 13.02 8 740 + 13.02 8 740 # OptPFDS16+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.98 5 704 + 12.98 5 704 # FastPFOR+VariableByte # bits per int, compress speed (mis), decompression speed (mis) - 12.73 223 845 + 12.73 223 845 # Simple9 # bits per int, compress speed (mis), decompression speed (mis) - 15.35 78 347 + 15.35 78 347 # Simple16 # bits per int, compress speed (mis), decompression speed (mis) - 15.15 31 225 + 15.15 31 225 Results were written into a CSV file: benchmark-20140918T011322.csv diff --git a/pom.xml b/pom.xml index a960b2c..7f89da1 100644 --- a/pom.xml +++ b/pom.xml @@ -5,8 +5,8 @@ 0.1.13-SNAPSHOT jar - 1.7 - 1.7 + 1.8 + 1.8 UTF-8 @@ -190,6 +190,47 @@ 3.2.1 + + + + + maven-clean-plugin + 2.5 + + + maven-deploy-plugin + 2.8.1 + + + maven-install-plugin + 2.5.1 + + + maven-jar-plugin + 2.4 + + + maven-javadoc-plugin + 2.9.1 + + + maven-resources-plugin + 2.6 + + + maven-site-plugin + 3.3 + + + maven-source-plugin + 2.2.1 + + + maven-surefire-plugin + 2.17 + + + JavaFastPFOR https://github.com/lemire/JavaFastPFOR/ diff --git a/src/main/java/me/lemire/integercompression/GroupSimple9.java b/src/main/java/me/lemire/integercompression/GroupSimple9.java index 0ce10ce..a294080 100644 --- a/src/main/java/me/lemire/integercompression/GroupSimple9.java +++ b/src/main/java/me/lemire/integercompression/GroupSimple9.java @@ -13,3540 +13,3540 @@ public final class GroupSimple9 implements IntegerCODEC, SkippableIntegerCODEC { - private static final int[][] M = { { 0, 1, 2, 3, 4, 5, 6, 7, 8 }, { 9, 10, 11, 12, 13, 14, 15, 16, 17 }, - { 18, 19, 20, 21, 22, 23, 24, 25, 26 }, { 27, 28, 29, 30, 31, 32, 33, 34, 35 }, - { 36, 37, 38, 39, 40, 41, 42, 43, 44 }, { 45, 46, 47, 48, 49, 50, 51, 52, 53 }, - { 54, 55, 56, 57, 58, 59, 60, 61, 62 }, { 63, 64, 65, 66, 67, 68, 69, 70, 71 }, - { 72, 73, 74, 75, 76, 77, 78, 79, 80 } }; - - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { - if (inlength == 0) - return; - out[outpos.get()] = inlength; - outpos.increment(); - headlessCompress(in, inpos, inlength, out, outpos); - } - - private void encode0(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 24; i++) - out[outf + 0] = (out[outf + 0] << 1) + (in[inf + i]); - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; - for (int i = 0; i < 28; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 28 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode1(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 24; i++) - out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; - for (int i = 0; i < 14; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 28 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode2(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 24; i++) - out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; - for (int i = 0; i < 9; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 28 + i];// 第二个28位是低位存储的，所以浪费的1比特在最顶端。 - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode3(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 24; i++) - out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; - for (int i = 0; i < 7; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 28 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode4(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 24; i++) - out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; - for (int i = 0; i < 5; i++) - out[outf + 1] = (out[outf + 1] << 5) + in[inf + 28 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode5(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 24; i++) - out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 7) + in[inf + 28 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode6(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 24; i++) - out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; - for (int i = 0; i < 3; i++) - out[outf + 1] = (out[outf + 1] << 9) + in[inf + 28 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode7(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 24; i++) - out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 14) + in[inf + 28 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode8(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 24; i++) - out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 28) + in[inf + 28 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode9(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 12; i++) - out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; - for (int i = 0; i < 28; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 14 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode10(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 12; i++) { - out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; - - } - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; - for (int i = 0; i < 14; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 14 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode11(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 12; i++) - out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; - for (int i = 0; i < 9; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 14 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode12(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 12; i++) - out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; - for (int i = 0; i < 7; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 14 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode13(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 12; i++) - out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; - for (int i = 0; i < 5; i++) - out[outf + 1] = (out[outf + 1] << 5) + in[inf + 14 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode14(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 12; i++) - out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 7) + in[inf + 14 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode15(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 12; i++) - out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; - for (int i = 0; i < 3; i++) - out[outf + 1] = (out[outf + 1] << 9) + in[inf + 14 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode16(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 12; i++) - out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 14) + in[inf + 14 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode17(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 12; i++) - out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 28) + in[inf + 14 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode18(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 8; i++) - out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; - for (int i = 0; i < 28; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 9 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode19(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 8; i++) - out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; - for (int i = 0; i < 14; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 9 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode20(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 8; i++) - out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; - for (int i = 0; i < 9; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 9 + i]; - - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode21(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 8; i++) - out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; - for (int i = 0; i < 7; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 9 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode22(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 8; i++) - out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; - for (int i = 0; i < 5; i++) - out[outf + 1] = (out[outf + 1] << 5) + in[inf + 9 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode23(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 8; i++) - out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 7) + in[inf + 9 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode24(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 8; i++) - out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; - for (int i = 0; i < 3; i++) - out[outf + 1] = (out[outf + 1] << 9) + in[inf + 9 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode25(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 8; i++) - out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 14) + in[inf + 9 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode26(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 8; i++) - out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 28) + in[inf + 9 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode27(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 6; i++) - out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; - for (int i = 0; i < 28; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 7 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode28(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 6; i++) - out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; - for (int i = 0; i < 14; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 7 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode29(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 6; i++) - out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; - for (int i = 0; i < 9; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 7 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode30(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 6; i++) - out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; - for (int i = 0; i < 7; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 7 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode31(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 6; i++) - out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; - for (int i = 0; i < 5; i++) - out[outf + 1] = (out[outf + 1] << 5) + in[inf + 7 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode32(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 6; i++) - out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 7) + in[inf + 7 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode33(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 6; i++) - out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; - for (int i = 0; i < 3; i++) - out[outf + 1] = (out[outf + 1] << 9) + in[inf + 7 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode34(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 6; i++) - out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 14) + in[inf + 7 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode35(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 6; i++) - out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 28) + in[inf + 7 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode36(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 4; i++) - out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); - out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); - for (int i = 0; i < 28; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 5 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode37(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 4; i++) - out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); - out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); - for (int i = 0; i < 14; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 5 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode38(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 4; i++) - out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); - out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); - for (int i = 0; i < 9; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 5 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode39(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 4; i++) - out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); - out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); - for (int i = 0; i < 7; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 5 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode40(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 4; i++) - out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); - out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); - for (int i = 0; i < 5; i++) - out[outf + 1] = (out[outf + 1] << 5) + in[inf + 5 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode41(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 4; i++) - out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); - out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 7) + in[inf + 5 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode42(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 4; i++) - out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); - out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); - for (int i = 0; i < 3; i++) - out[outf + 1] = (out[outf + 1] << 9) + in[inf + 5 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode43(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 4; i++) - out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); - out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 14) + in[inf + 5 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode44(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 4; i++) - out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); - out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 28) + in[inf + 5 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode45(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 3; i++) - out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); - for (int i = 0; i < 28; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 4 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode46(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 3; i++) - out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); - for (int i = 0; i < 14; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 4 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode47(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 3; i++) - out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); - for (int i = 0; i < 9; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 4 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode48(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 3; i++) - out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); - for (int i = 0; i < 7; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 4 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode49(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 3; i++) - out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); - for (int i = 0; i < 5; i++) - out[outf + 1] = (out[outf + 1] << 5) + in[inf + 4 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode50(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 3; i++) - out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 7) + in[inf + 4 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode51(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 3; i++) - out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); - for (int i = 0; i < 3; i++) - out[outf + 1] = (out[outf + 1] << 9) + in[inf + 4 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode52(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 3; i++) - out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 14) + in[inf + 4 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode53(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 3; i++) - out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 28) + in[inf + 4 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode54(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 2; i++) - out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); - out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); - for (int i = 0; i < 28; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 3 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode55(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 2; i++) - out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); - out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); - for (int i = 0; i < 14; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 3 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode56(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 2; i++) - out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); - out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); - for (int i = 0; i < 9; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 3 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode57(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 2; i++) - out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); - out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); - for (int i = 0; i < 7; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 3 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode58(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 2; i++) - out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); - out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); - for (int i = 0; i < 5; i++) - out[outf + 1] = (out[outf + 1] << 5) + in[inf + 3 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode59(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 2; i++) - out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); - out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 7) + in[inf + 3 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode60(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 2; i++) - out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); - out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); - for (int i = 0; i < 3; i++) - out[outf + 1] = (out[outf + 1] << 9) + in[inf + 3 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode61(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 2; i++) - out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); - out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 14) + in[inf + 3 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode62(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - for (int i = 0; i < 2; i++) - out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; - out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); - out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 28) + in[inf + 3 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode63(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - - out[outf + 0] = (out[outf + 0] << 14) + in[inf]; - out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); - for (int i = 0; i < 28; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 2 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode64(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 14) + in[inf]; - out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); - for (int i = 0; i < 14; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 2 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode65(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 14) + in[inf]; - out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); - for (int i = 0; i < 9; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 2 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode66(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 14) + in[inf]; - out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); - for (int i = 0; i < 7; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 2 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode67(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 14) + in[inf]; - out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); - for (int i = 0; i < 5; i++) - out[outf + 1] = (out[outf + 1] << 5) + in[inf + 2 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode68(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 14) + in[inf]; - out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 7) + in[inf + 2 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode69(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 14) + in[inf]; - out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); - for (int i = 0; i < 3; i++) - out[outf + 1] = (out[outf + 1] << 9) + in[inf + 2 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode70(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 14) + in[inf]; - out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 14) + in[inf + 2 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode71(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 14) + in[inf]; - out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 28) + in[inf + 2 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode72(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - - out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); - for (int i = 0; i < 28; i++) - out[outf + 1] = (out[outf + 1] << 1) + in[inf + 1 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode73(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); - for (int i = 0; i < 14; i++) - out[outf + 1] = (out[outf + 1] << 2) + in[inf + 1 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode74(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); - for (int i = 0; i < 9; i++) - out[outf + 1] = (out[outf + 1] << 3) + in[inf + 1 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode75(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); - for (int i = 0; i < 7; i++) - out[outf + 1] = (out[outf + 1] << 4) + in[inf + 1 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode76(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); - for (int i = 0; i < 5; i++) - out[outf + 1] = (out[outf + 1] << 5) + in[inf + 1 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode77(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); - for (int i = 0; i < 4; i++) - out[outf + 1] = (out[outf + 1] << 7) + in[inf + 1 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode78(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); - for (int i = 0; i < 3; i++) - out[outf + 1] = (out[outf + 1] << 9) + in[inf + 1 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode79(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); - for (int i = 0; i < 2; i++) - out[outf + 1] = (out[outf + 1] << 14) + in[inf + 1 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - private void encode80(final int[] in, final int inf, final int code, final int[] out, - final int outf) { - out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); - out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); - for (int i = 0; i < 1; i++) - out[outf + 1] = (out[outf + 1] << 28) + in[inf + 1 + i]; - out[outf + 0] = code << 24 | out[outf + 0]; - - } - - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - final int outlength = in[inpos.get()]; - inpos.increment(); - headlessUncompress(in, inpos, inlength, out, outpos, outlength); - } - - - - private void decode80(int val, int valn, int[] out, int currentPos) { - // number : 1, bitwidth : 28 - out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); - // number : 1, bitwidth : 28 - out[currentPos++] = (valn << 4) >>> 4; - } - - private void decode79(int val, int valn, int[] out, int currentPos) { - // number : 1, bitwidth : 28 - out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); - // number :2, bitwidth : 14 - out[currentPos++] = (valn << 4) >>> 18; - out[currentPos++] = (valn << 18) >>> 18; - } - - private void decode78(int val, int valn, int[] out, int currentPos) { - // number : 1, bitwidth : 28 - out[currentPos++] = (val << 8) >>> 4 | (valn >>> 27); - // number : 3, bitwidth :9 - out[currentPos++] = (valn << 5) >>> 23; - out[currentPos++] = (valn << 14) >>> 23; - out[currentPos++] = (valn << 23) >>> 23; - } - - private void decode77(int val, int valn, int[] out, int currentPos) { - // number : 1, bitwidth : 28 - out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); - // number : 4, bitwidth : 7 - out[currentPos++] = (valn << 4) >>> 25; - out[currentPos++] = (valn << 11) >>> 25; - out[currentPos++] = (valn << 18) >>> 25; - out[currentPos++] = (valn << 25) >>> 25; - } - - private void decode76(int val, int valn, int[] out, int currentPos) { - // number : 5, bitwidth : 5 - out[currentPos++] = (val << 8) >>> 4 | (valn >>> 25); - // number : 14, bitwidth : 2 - out[currentPos++] = (valn << 7) >>> 27; - out[currentPos++] = (valn << 12) >>> 27; - out[currentPos++] = (valn << 17) >>> 27; - out[currentPos++] = (valn << 22) >>> 27; - out[currentPos++] = (valn << 27) >>> 27; - } - - private void decode75(int val, int valn, int[] out, int currentPos) { - // number : 1, bitwidth : 28 - out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); - // number : 7, bitwidth : 4 - out[currentPos++] = (valn << 4) >>> 28; - out[currentPos++] = (valn << 8) >>> 28; - out[currentPos++] = (valn << 12) >>> 28; - out[currentPos++] = (valn << 16) >>> 28; - out[currentPos++] = (valn << 20) >>> 28; - out[currentPos++] = (valn << 24) >>> 28; - out[currentPos++] = (valn << 28) >>> 28; - } - - private void decode74(int val, int valn, int[] out, int currentPos) { - // number : 1, bitwidth : 28 - out[currentPos++] = (val << 8) >>> 4 | (valn >>> 27); - // number : 9, bitwidth : 3 - out[currentPos++] = (valn << 5) >>> 29; - out[currentPos++] = (valn << 8) >>> 29; - out[currentPos++] = (valn << 11) >>> 29; - out[currentPos++] = (valn << 14) >>> 29; - out[currentPos++] = (valn << 17) >>> 29; - out[currentPos++] = (valn << 20) >>> 29; - out[currentPos++] = (valn << 23) >>> 29; - out[currentPos++] = (valn << 26) >>> 29; - out[currentPos++] = (valn << 29) >>> 29; - } - - private void decode73(int val, int valn, int[] out, int currentPos) { - // number : 1, bitwidth : 28 - out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); - // number : 14, bitwidth : 2 - out[currentPos++] = (valn << 4) >>> 30; - out[currentPos++] = (valn << 6) >>> 30; - out[currentPos++] = (valn << 8) >>> 30; - out[currentPos++] = (valn << 10) >>> 30; - out[currentPos++] = (valn << 12) >>> 30; - out[currentPos++] = (valn << 14) >>> 30; - out[currentPos++] = (valn << 16) >>> 30; - out[currentPos++] = (valn << 18) >>> 30; - out[currentPos++] = (valn << 20) >>> 30; - out[currentPos++] = (valn << 22) >>> 30; // 10 - out[currentPos++] = (valn << 24) >>> 30; - out[currentPos++] = (valn << 26) >>> 30; - out[currentPos++] = (valn << 28) >>> 30; - out[currentPos++] = (valn << 30) >>> 30; - } - - private void decode72(int val, int valn, int[] out, int currentPos) { - // number : 1, bitwidth : 28 - out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); - // number : 28, bitwidth : 1 - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - out[currentPos++] = (valn << 7) >>> 31; - out[currentPos++] = (valn << 8) >>> 31; - out[currentPos++] = (valn << 9) >>> 31; - out[currentPos++] = (valn << 10) >>> 31; - out[currentPos++] = (valn << 11) >>> 31; - out[currentPos++] = (valn << 12) >>> 31; - out[currentPos++] = (valn << 13) >>> 31; // 10 - out[currentPos++] = (valn << 14) >>> 31; - out[currentPos++] = (valn << 15) >>> 31; - out[currentPos++] = (valn << 16) >>> 31; - out[currentPos++] = (valn << 17) >>> 31; - out[currentPos++] = (valn << 18) >>> 31; - out[currentPos++] = (valn << 19) >>> 31; - out[currentPos++] = (valn << 20) >>> 31; - out[currentPos++] = (valn << 21) >>> 31; - out[currentPos++] = (valn << 22) >>> 31; - out[currentPos++] = (valn << 23) >>> 31; // 20 - out[currentPos++] = (valn << 24) >>> 31; - out[currentPos++] = (valn << 25) >>> 31; - out[currentPos++] = (valn << 26) >>> 31; - out[currentPos++] = (valn << 27) >>> 31; - out[currentPos++] = (valn << 28) >>> 31; - out[currentPos++] = (valn << 29) >>> 31; - out[currentPos++] = (valn << 30) >>> 31; - out[currentPos++] = (valn << 31) >>> 31; - } - - private void decode71(int val, int valn, int[] out, int currentPos) { - // number : 2, bitwidth : 14 - out[currentPos++] = (val << 8) >>> 18; - out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); - // number : 1, bitwidth : 28 - out[currentPos++] = (valn << 4) >>> 4; - } - - private void decode70(int val, int valn, int[] out, int currentPos) { - // number : 2, bitwidth : 14 - out[currentPos++] = (val << 8) >>> 18; - out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); - // number : 2, bitwidth : 14 - out[currentPos++] = (valn << 4) >>> 18; - out[currentPos++] = (valn << 18) >>> 18; - } - - private void decode69(int val, int valn, int[] out, int currentPos) { - // number : 2, bitwidth : 14 - out[currentPos++] = (val << 8) >>> 18; - out[currentPos++] = (val << 22) >>> 18 | (valn >>> 27); - // number : 3, bitwidth : 9 - out[currentPos++] = (valn << 5) >>> 23; - out[currentPos++] = (valn << 14) >>> 23; - out[currentPos++] = (valn << 23) >>> 23; - } - - private void decode68(int val, int valn, int[] out, int currentPos) { - // number : 2, bitwidth : 14 - out[currentPos++] = (val << 8) >>> 18; - out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); - // number : 4, bitwidth : 7 - out[currentPos++] = (valn << 4) >>> 25; - out[currentPos++] = (valn << 11) >>> 25; - out[currentPos++] = (valn << 18) >>> 25; - out[currentPos++] = (valn << 25) >>> 25; - } - - private void decode67(int val, int valn, int[] out, int currentPos) { - // number : 2, bitwidth : 14 - out[currentPos++] = (val << 8) >>> 18; - out[currentPos++] = (val << 22) >>> 18 | (valn >>> 25); - // number : 5, bitwidth : 5 - out[currentPos++] = (valn << 7) >>> 27; - out[currentPos++] = (valn << 12) >>> 27; - out[currentPos++] = (valn << 17) >>> 27; - out[currentPos++] = (valn << 22) >>> 27; - out[currentPos++] = (valn << 27) >>> 27; - } - - private void decode66(int val, int valn, int[] out, int currentPos) { - // number : 2, bitwidth : 14 - out[currentPos++] = (val << 8) >>> 18; - out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); - // number : 7, bitwidth : 4 - out[currentPos++] = (valn << 4) >>> 28; - out[currentPos++] = (valn << 8) >>> 28; - out[currentPos++] = (valn << 12) >>> 28; - out[currentPos++] = (valn << 16) >>> 28; - out[currentPos++] = (valn << 20) >>> 28; - out[currentPos++] = (valn << 24) >>> 28; - out[currentPos++] = (valn << 28) >>> 28; - } - - private void decode65(int val, int valn, int[] out, int currentPos) { - // number : 2, bitwidth : 14 - out[currentPos++] = (val << 8) >>> 18; - out[currentPos++] = (val << 22) >>> 18 | (valn >>> 27); - // number : 9, bitwidth : 3 - out[currentPos++] = (valn << 5) >>> 29; - out[currentPos++] = (valn << 8) >>> 29; - out[currentPos++] = (valn << 11) >>> 29; - out[currentPos++] = (valn << 14) >>> 29; - out[currentPos++] = (valn << 17) >>> 29; - out[currentPos++] = (valn << 20) >>> 29; - out[currentPos++] = (valn << 23) >>> 29; - out[currentPos++] = (valn << 26) >>> 29; - out[currentPos++] = (valn << 29) >>> 29; - } - - private void decode64(int val, int valn, int[] out, int currentPos) { - // number : 2, bitwidth : 14 - out[currentPos++] = (val << 8) >>> 18; - out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); - // number : 14, bitwidth : 2 - out[currentPos++] = (valn << 4) >>> 30; - out[currentPos++] = (valn << 6) >>> 30; - out[currentPos++] = (valn << 8) >>> 30; - out[currentPos++] = (valn << 10) >>> 30; - out[currentPos++] = (valn << 12) >>> 30; - out[currentPos++] = (valn << 14) >>> 30; - out[currentPos++] = (valn << 16) >>> 30; - out[currentPos++] = (valn << 18) >>> 30; - out[currentPos++] = (valn << 20) >>> 30; - out[currentPos++] = (valn << 22) >>> 30; // 10 - out[currentPos++] = (valn << 24) >>> 30; - out[currentPos++] = (valn << 26) >>> 30; - out[currentPos++] = (valn << 28) >>> 30; - out[currentPos++] = (valn << 30) >>> 30; - } - - private void decode63(int val, int valn, int[] out, int currentPos) { - // number : 2, bitwidth : 14 - out[currentPos++] = (val << 8) >>> 18; - out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); - // number : 28, bitwidth : 1 - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - out[currentPos++] = (valn << 7) >>> 31; - out[currentPos++] = (valn << 8) >>> 31; - out[currentPos++] = (valn << 9) >>> 31; - out[currentPos++] = (valn << 10) >>> 31; - out[currentPos++] = (valn << 11) >>> 31; - out[currentPos++] = (valn << 12) >>> 31; - out[currentPos++] = (valn << 13) >>> 31; // 10 - out[currentPos++] = (valn << 14) >>> 31; - out[currentPos++] = (valn << 15) >>> 31; - out[currentPos++] = (valn << 16) >>> 31; - out[currentPos++] = (valn << 17) >>> 31; - out[currentPos++] = (valn << 18) >>> 31; - out[currentPos++] = (valn << 19) >>> 31; - out[currentPos++] = (valn << 20) >>> 31; - out[currentPos++] = (valn << 21) >>> 31; - out[currentPos++] = (valn << 22) >>> 31; - out[currentPos++] = (valn << 23) >>> 31; // 20 - out[currentPos++] = (valn << 24) >>> 31; - out[currentPos++] = (valn << 25) >>> 31; - out[currentPos++] = (valn << 26) >>> 31; - out[currentPos++] = (valn << 27) >>> 31; - out[currentPos++] = (valn << 28) >>> 31; - out[currentPos++] = (valn << 29) >>> 31; - out[currentPos++] = (valn << 30) >>> 31; - out[currentPos++] = (valn << 31) >>> 31; - } - - private void decode62(int val, int valn, int[] out, int currentPos) { - // number : 3, bitwidth : 9 - out[currentPos++] = (val << 8) >>> 23; - out[currentPos++] = (val << 17) >>> 23; - out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); - // number : 1, bitwidth : 28 - out[currentPos++] = (valn << 4) >>> 4; - } - - private void decode61(int val, int valn, int[] out, int currentPos) { - // number : 3, bitwidth : 9 - out[currentPos++] = (val << 8) >>> 23; - out[currentPos++] = (val << 17) >>> 23; - out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); - // number : 2, bitwidth : 14 - out[currentPos++] = (valn << 4) >>> 18; - out[currentPos++] = (valn << 18) >>> 18; - } - - private void decode60(int val, int valn, int[] out, int currentPos) { - // number : 3, bitwidth : 9 - out[currentPos++] = (val << 8) >>> 23; - out[currentPos++] = (val << 17) >>> 23; - out[currentPos++] = (val << 26) >>> 23 | (valn >>> 27); - // number : 3, bitwidth : 9 - out[currentPos++] = (valn << 5) >>> 23; - out[currentPos++] = (valn << 14) >>> 23; - out[currentPos++] = (valn << 23) >>> 23; - } - - private void decode59(int val, int valn, int[] out, int currentPos) { - // number : 3, bitwidth : 9 - out[currentPos++] = (val << 8) >>> 23; - out[currentPos++] = (val << 17) >>> 23; - out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); - // number : 4, bitwidth : 7 - out[currentPos++] = (valn << 4) >>> 25; - out[currentPos++] = (valn << 11) >>> 25; - out[currentPos++] = (valn << 18) >>> 25; - out[currentPos++] = (valn << 25) >>> 25; - } - - private void decode58(int val, int valn, int[] out, int currentPos) { - // number : 3, bitwidth : 9 - out[currentPos++] = (val << 8) >>> 23; - out[currentPos++] = (val << 17) >>> 23; - out[currentPos++] = (val << 26) >>> 23 | (valn >>> 25); - // number : 5, bitwidth : 5 - out[currentPos++] = (valn << 7) >>> 27; - out[currentPos++] = (valn << 12) >>> 27; - out[currentPos++] = (valn << 17) >>> 27; - out[currentPos++] = (valn << 22) >>> 27; - out[currentPos++] = (valn << 27) >>> 27; - } - - private void decode57(int val, int valn, int[] out, int currentPos) { - // number : 3, bitwidth : 9 - out[currentPos++] = (val << 8) >>> 23; - out[currentPos++] = (val << 17) >>> 23; - out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); - // number : 7, bitwidth : 4 - out[currentPos++] = (valn << 4) >>> 28; - out[currentPos++] = (valn << 8) >>> 28; - out[currentPos++] = (valn << 12) >>> 28; - out[currentPos++] = (valn << 16) >>> 28; - out[currentPos++] = (valn << 20) >>> 28; - out[currentPos++] = (valn << 24) >>> 28; - out[currentPos++] = (valn << 28) >>> 28; - } - - private void decode56(int val, int valn, int[] out, int currentPos) { - // number : 3, bitwidth : 9 - out[currentPos++] = (val << 8) >>> 23; - out[currentPos++] = (val << 17) >>> 23; - out[currentPos++] = (val << 26) >>> 23 | (valn >>> 27); - // number : 9, bitwidth : 3 - out[currentPos++] = (valn << 5) >>> 29; - out[currentPos++] = (valn << 8) >>> 29; - out[currentPos++] = (valn << 11) >>> 29; - out[currentPos++] = (valn << 14) >>> 29; - out[currentPos++] = (valn << 17) >>> 29; - out[currentPos++] = (valn << 20) >>> 29; - out[currentPos++] = (valn << 23) >>> 29; - out[currentPos++] = (valn << 26) >>> 29; - out[currentPos++] = (valn << 29) >>> 29; - } - - private void decode55(int val, int valn, int[] out, int currentPos) { - // number : 3, bitwidth : 9 - out[currentPos++] = (val << 8) >>> 23; - out[currentPos++] = (val << 17) >>> 23; - out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); - // number : 14, bitwidth : 2 - out[currentPos++] = (valn << 4) >>> 30; - out[currentPos++] = (valn << 6) >>> 30; - out[currentPos++] = (valn << 8) >>> 30; - out[currentPos++] = (valn << 10) >>> 30; - out[currentPos++] = (valn << 12) >>> 30; - out[currentPos++] = (valn << 14) >>> 30; - out[currentPos++] = (valn << 16) >>> 30; - out[currentPos++] = (valn << 18) >>> 30; - out[currentPos++] = (valn << 20) >>> 30; - out[currentPos++] = (valn << 22) >>> 30; // 10 - out[currentPos++] = (valn << 24) >>> 30; - out[currentPos++] = (valn << 26) >>> 30; - out[currentPos++] = (valn << 28) >>> 30; - out[currentPos++] = (valn << 30) >>> 30; - } - - private void decode54(int val, int valn, int[] out, int currentPos) { - // number : 3, bitwidth : 9 - out[currentPos++] = (val << 8) >>> 23; - out[currentPos++] = (val << 17) >>> 23; - out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); - // number : 28, bitwidth : 1 - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - out[currentPos++] = (valn << 7) >>> 31; - out[currentPos++] = (valn << 8) >>> 31; - out[currentPos++] = (valn << 9) >>> 31; - out[currentPos++] = (valn << 10) >>> 31; - out[currentPos++] = (valn << 11) >>> 31; - out[currentPos++] = (valn << 12) >>> 31; - out[currentPos++] = (valn << 13) >>> 31; // 10 - out[currentPos++] = (valn << 14) >>> 31; - out[currentPos++] = (valn << 15) >>> 31; - out[currentPos++] = (valn << 16) >>> 31; - out[currentPos++] = (valn << 17) >>> 31; - out[currentPos++] = (valn << 18) >>> 31; - out[currentPos++] = (valn << 19) >>> 31; - out[currentPos++] = (valn << 20) >>> 31; - out[currentPos++] = (valn << 21) >>> 31; - out[currentPos++] = (valn << 22) >>> 31; - out[currentPos++] = (valn << 23) >>> 31; // 20 - out[currentPos++] = (valn << 24) >>> 31; - out[currentPos++] = (valn << 25) >>> 31; - out[currentPos++] = (valn << 26) >>> 31; - out[currentPos++] = (valn << 27) >>> 31; - out[currentPos++] = (valn << 28) >>> 31; - out[currentPos++] = (valn << 29) >>> 31; - out[currentPos++] = (valn << 30) >>> 31; - out[currentPos++] = (valn << 31) >>> 31; - } - - private void decode53(int val, int valn, int[] out, int currentPos) { - // number : 4, bitwidth : 7 - out[currentPos++] = (val << 8) >>> 25; - out[currentPos++] = (val << 15) >>> 25; - out[currentPos++] = (val << 22) >>> 25; - out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); - // number : 1, bitwidth : 28 - out[currentPos++] = (valn << 4) >>> 4; - } - - private void decode52(int val, int valn, int[] out, int currentPos) { - // number : 4, bitwidth : 7 - out[currentPos++] = (val << 8) >>> 25; - out[currentPos++] = (val << 15) >>> 25; - out[currentPos++] = (val << 22) >>> 25; - out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); - // number : 2, bitwidth : 14 - out[currentPos++] = (valn << 4) >>> 18; - out[currentPos++] = (valn << 18) >>> 18; - } - - private void decode51(int val, int valn, int[] out, int currentPos) { - // number : 4, bitwidth : 7 - out[currentPos++] = (val << 8) >>> 25; - out[currentPos++] = (val << 15) >>> 25; - out[currentPos++] = (val << 22) >>> 25; - out[currentPos++] = (val << 29) >>> 25 | (valn >>> 27); - // number : 3, bitwidth : 9 - out[currentPos++] = (valn << 5) >>> 23; - out[currentPos++] = (valn << 14) >>> 23; - out[currentPos++] = (valn << 23) >>> 23; - } - - private void decode50(int val, int valn, int[] out, int currentPos) { - // number : 4, bitwidth : 7 - out[currentPos++] = (val << 8) >>> 25; - out[currentPos++] = (val << 15) >>> 25; - out[currentPos++] = (val << 22) >>> 25; - out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); - // number : 4, bitwidth : 7 - out[currentPos++] = (valn << 4) >>> 25; - out[currentPos++] = (valn << 11) >>> 25; - out[currentPos++] = (valn << 18) >>> 25; - out[currentPos++] = (valn << 25) >>> 25; - } - - private void decode49(int val, int valn, int[] out, int currentPos) { - // number : 4, bitwidth : 7 - out[currentPos++] = (val << 8) >>> 25; - out[currentPos++] = (val << 15) >>> 25; - out[currentPos++] = (val << 22) >>> 25; - out[currentPos++] = (val << 29) >>> 25 | (valn >>> 25); - // number : 5, bitwidth : 5 - out[currentPos++] = (valn << 7) >>> 27; - out[currentPos++] = (valn << 12) >>> 27; - out[currentPos++] = (valn << 17) >>> 27; - out[currentPos++] = (valn << 22) >>> 27; - out[currentPos++] = (valn << 27) >>> 27; - } - - private void decode48(int val, int valn, int[] out, int currentPos) { - // number : 4, bitwidth : 7 - out[currentPos++] = (val << 8) >>> 25; - out[currentPos++] = (val << 15) >>> 25; - out[currentPos++] = (val << 22) >>> 25; - out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); - // number : 7, bitwidth : 4 - out[currentPos++] = (valn << 4) >>> 28; - out[currentPos++] = (valn << 8) >>> 28; - out[currentPos++] = (valn << 12) >>> 28; - out[currentPos++] = (valn << 16) >>> 28; - out[currentPos++] = (valn << 20) >>> 28; - out[currentPos++] = (valn << 24) >>> 28; - out[currentPos++] = (valn << 28) >>> 28; - } - - private void decode47(int val, int valn, int[] out, int currentPos) { - // number : 4, bitwidth : 7 - out[currentPos++] = (val << 8) >>> 25; - out[currentPos++] = (val << 15) >>> 25; - out[currentPos++] = (val << 22) >>> 25; - out[currentPos++] = (val << 29) >>> 25 | (valn >>> 27); - // number : 9, bitwidth : 3 - out[currentPos++] = (valn << 5) >>> 29; - out[currentPos++] = (valn << 8) >>> 29; - out[currentPos++] = (valn << 11) >>> 29; - out[currentPos++] = (valn << 14) >>> 29; - out[currentPos++] = (valn << 17) >>> 29; - out[currentPos++] = (valn << 20) >>> 29; - out[currentPos++] = (valn << 23) >>> 29; - out[currentPos++] = (valn << 26) >>> 29; - out[currentPos++] = (valn << 29) >>> 29; - } - - private void decode46(int val, int valn, int[] out, int currentPos) { - // number : 4, bitwidth : 7 - out[currentPos++] = (val << 8) >>> 25; - out[currentPos++] = (val << 15) >>> 25; - out[currentPos++] = (val << 22) >>> 25; - out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); - // number : 14, bitwidth : 2 - out[currentPos++] = (valn << 4) >>> 30; - out[currentPos++] = (valn << 6) >>> 30; - out[currentPos++] = (valn << 8) >>> 30; - out[currentPos++] = (valn << 10) >>> 30; - out[currentPos++] = (valn << 12) >>> 30; - out[currentPos++] = (valn << 14) >>> 30; - out[currentPos++] = (valn << 16) >>> 30; - out[currentPos++] = (valn << 18) >>> 30; - out[currentPos++] = (valn << 20) >>> 30; - out[currentPos++] = (valn << 22) >>> 30; // 10 - out[currentPos++] = (valn << 24) >>> 30; - out[currentPos++] = (valn << 26) >>> 30; - out[currentPos++] = (valn << 28) >>> 30; - out[currentPos++] = (valn << 30) >>> 30; - } - - private void decode45(int val, int valn, int[] out, int currentPos) { - // number : 4, bitwidth : 7 - out[currentPos++] = (val << 8) >>> 25; - out[currentPos++] = (val << 15) >>> 25; - out[currentPos++] = (val << 22) >>> 25; - out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); - // number : 28, bitwidth : 1 - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - out[currentPos++] = (valn << 7) >>> 31; - out[currentPos++] = (valn << 8) >>> 31; - out[currentPos++] = (valn << 9) >>> 31; - out[currentPos++] = (valn << 10) >>> 31; - out[currentPos++] = (valn << 11) >>> 31; - out[currentPos++] = (valn << 12) >>> 31; - out[currentPos++] = (valn << 13) >>> 31; // 10 - out[currentPos++] = (valn << 14) >>> 31; - out[currentPos++] = (valn << 15) >>> 31; - out[currentPos++] = (valn << 16) >>> 31; - out[currentPos++] = (valn << 17) >>> 31; - out[currentPos++] = (valn << 18) >>> 31; - out[currentPos++] = (valn << 19) >>> 31; - out[currentPos++] = (valn << 20) >>> 31; - out[currentPos++] = (valn << 21) >>> 31; - out[currentPos++] = (valn << 22) >>> 31; - out[currentPos++] = (valn << 23) >>> 31; // 20 - out[currentPos++] = (valn << 24) >>> 31; - out[currentPos++] = (valn << 25) >>> 31; - out[currentPos++] = (valn << 26) >>> 31; - out[currentPos++] = (valn << 27) >>> 31; - out[currentPos++] = (valn << 28) >>> 31; - out[currentPos++] = (valn << 29) >>> 31; - out[currentPos++] = (valn << 30) >>> 31; - out[currentPos++] = (valn << 31) >>> 31; - } - - private void decode44(int val, int valn, int[] out, int currentPos) { - // number : 5, bitwidth : 5 - out[currentPos++] = (val << 8) >>> 27; - out[currentPos++] = (val << 13) >>> 27; - out[currentPos++] = (val << 18) >>> 27; - out[currentPos++] = (val << 23) >>> 27; - out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); - // number : 1, bitwidth : 28 - out[currentPos++] = (valn << 4) >>> 4; - } - - private void decode43(int val, int valn, int[] out, int currentPos) { - // number : 5, bitwidth : 5 - out[currentPos++] = (val << 8) >>> 27; - out[currentPos++] = (val << 13) >>> 27; - out[currentPos++] = (val << 18) >>> 27; - out[currentPos++] = (val << 23) >>> 27; - out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); - // number : 2, bitwidth : 14 - out[currentPos++] = (valn << 4) >>> 18; - out[currentPos++] = (valn << 18) >>> 18; - } - - private void decode42(int val, int valn, int[] out, int currentPos) { - // number : 5, bitwidth : 5 - out[currentPos++] = (val << 8) >>> 27; - out[currentPos++] = (val << 13) >>> 27; - out[currentPos++] = (val << 18) >>> 27; - out[currentPos++] = (val << 23) >>> 27; - out[currentPos++] = (val << 28) >>> 27 | (valn >>> 27); - // number : 3, bitwidth : 9 - out[currentPos++] = (valn << 5) >>> 23; - out[currentPos++] = (valn << 14) >>> 23; - out[currentPos++] = (valn << 23) >>> 23; - } - - private void decode41(int val, int valn, int[] out, int currentPos) { - // number : 5, bitwidth : 5 - out[currentPos++] = (val << 8) >>> 27; - out[currentPos++] = (val << 13) >>> 27; - out[currentPos++] = (val << 18) >>> 27; - out[currentPos++] = (val << 23) >>> 27; - out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); - // number : 4, bitwidth : 7 - out[currentPos++] = (valn << 4) >>> 25; - out[currentPos++] = (valn << 11) >>> 25; - out[currentPos++] = (valn << 18) >>> 25; - out[currentPos++] = (valn << 25) >>> 25; - } - - private void decode40(int val, int valn, int[] out, int currentPos) { - // number : 5, bitwidth : 5 - out[currentPos++] = (val << 8) >>> 27; - out[currentPos++] = (val << 13) >>> 27; - out[currentPos++] = (val << 18) >>> 27; - out[currentPos++] = (val << 23) >>> 27; - out[currentPos++] = (val << 28) >>> 27 | (valn >>> 25); - // number : 5, bitwidth : 5 - out[currentPos++] = (valn << 7) >>> 27; - out[currentPos++] = (valn << 12) >>> 27; - out[currentPos++] = (valn << 17) >>> 27; - out[currentPos++] = (valn << 22) >>> 27; - out[currentPos++] = (valn << 27) >>> 27; - } - - private void decode39(int val, int valn, int[] out, int currentPos) { - // number : 5, bitwidth : 5 - out[currentPos++] = (val << 8) >>> 27; - out[currentPos++] = (val << 13) >>> 27; - out[currentPos++] = (val << 18) >>> 27; - out[currentPos++] = (val << 23) >>> 27; - out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); - // number : 7, bitwidth : 4 - out[currentPos++] = (valn << 4) >>> 28; - out[currentPos++] = (valn << 8) >>> 28; - out[currentPos++] = (valn << 12) >>> 28; - out[currentPos++] = (valn << 16) >>> 28; - out[currentPos++] = (valn << 20) >>> 28; - out[currentPos++] = (valn << 24) >>> 28; - out[currentPos++] = (valn << 28) >>> 28; - } - - private void decode38(int val, int valn, int[] out, int currentPos) { - // number : 5, bitwidth : 5 - out[currentPos++] = (val << 8) >>> 27; - out[currentPos++] = (val << 13) >>> 27; - out[currentPos++] = (val << 18) >>> 27; - out[currentPos++] = (val << 23) >>> 27; - out[currentPos++] = (val << 28) >>> 27 | (valn >>> 27); - // number : 9, bitwidth : 3 - out[currentPos++] = (valn << 5) >>> 29; - out[currentPos++] = (valn << 8) >>> 29; - out[currentPos++] = (valn << 11) >>> 29; - out[currentPos++] = (valn << 14) >>> 29; - out[currentPos++] = (valn << 17) >>> 29; - out[currentPos++] = (valn << 20) >>> 29; - out[currentPos++] = (valn << 23) >>> 29; - out[currentPos++] = (valn << 26) >>> 29; - out[currentPos++] = (valn << 29) >>> 29; - } - - private void decode37(int val, int valn, int[] out, int currentPos) { - // number : 5, bitwidth : 5 - out[currentPos++] = (val << 8) >>> 27; - out[currentPos++] = (val << 13) >>> 27; - out[currentPos++] = (val << 18) >>> 27; - out[currentPos++] = (val << 23) >>> 27; - out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); - // number : 14, bitwidth : 2 - out[currentPos++] = (valn << 4) >>> 30; - out[currentPos++] = (valn << 6) >>> 30; - out[currentPos++] = (valn << 8) >>> 30; - out[currentPos++] = (valn << 10) >>> 30; - out[currentPos++] = (valn << 12) >>> 30; - out[currentPos++] = (valn << 14) >>> 30; - out[currentPos++] = (valn << 16) >>> 30; - out[currentPos++] = (valn << 18) >>> 30; - out[currentPos++] = (valn << 20) >>> 30; - out[currentPos++] = (valn << 22) >>> 30; // 10 - out[currentPos++] = (valn << 24) >>> 30; - out[currentPos++] = (valn << 26) >>> 30; - out[currentPos++] = (valn << 28) >>> 30; - out[currentPos++] = (valn << 30) >>> 30; - } - - private void decode36(int val, int valn, int[] out, int currentPos) { - // number : 5, bitwidth : 5 - out[currentPos++] = (val << 8) >>> 27; - out[currentPos++] = (val << 13) >>> 27; - out[currentPos++] = (val << 18) >>> 27; - out[currentPos++] = (val << 23) >>> 27; - out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); - // number : 28, bitwidth : 1 - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - out[currentPos++] = (valn << 7) >>> 31; - out[currentPos++] = (valn << 8) >>> 31; - out[currentPos++] = (valn << 9) >>> 31; - out[currentPos++] = (valn << 10) >>> 31; - out[currentPos++] = (valn << 11) >>> 31; - out[currentPos++] = (valn << 12) >>> 31; - out[currentPos++] = (valn << 13) >>> 31; // 10 - out[currentPos++] = (valn << 14) >>> 31; - out[currentPos++] = (valn << 15) >>> 31; - out[currentPos++] = (valn << 16) >>> 31; - out[currentPos++] = (valn << 17) >>> 31; - out[currentPos++] = (valn << 18) >>> 31; - out[currentPos++] = (valn << 19) >>> 31; - out[currentPos++] = (valn << 20) >>> 31; - out[currentPos++] = (valn << 21) >>> 31; - out[currentPos++] = (valn << 22) >>> 31; - out[currentPos++] = (valn << 23) >>> 31; // 20 - out[currentPos++] = (valn << 24) >>> 31; - out[currentPos++] = (valn << 25) >>> 31; - out[currentPos++] = (valn << 26) >>> 31; - out[currentPos++] = (valn << 27) >>> 31; - out[currentPos++] = (valn << 28) >>> 31; - out[currentPos++] = (valn << 29) >>> 31; - out[currentPos++] = (valn << 30) >>> 31; - out[currentPos++] = (valn << 31) >>> 31; - } - - private void decode35(int val, int valn, int[] out, int currentPos) { - // number : 7, bitwidth : 4 - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - out[currentPos++] = (valn << 0) >>> 28; - // number : 1, bitwidth : 28 - out[currentPos++] = (valn << 4) >>> 4; - } - - private void decode34(int val, int valn, int[] out, int currentPos) { - // number : 7, bitwidth : 4 - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - out[currentPos++] = (valn << 0) >>> 28; - // number : 2, bitwidth : 14 - out[currentPos++] = (valn << 4) >>> 18; - out[currentPos++] = (valn << 18) >>> 18; - } - - private void decode33(int val, int valn, int[] out, int currentPos) { - // number : 7, bitwidth : 4 - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - out[currentPos++] = (valn << 1) >>> 28; - // number : 3, bitwidth : 9 - out[currentPos++] = (valn << 5) >>> 23; - out[currentPos++] = (valn << 14) >>> 23; - out[currentPos++] = (valn << 23) >>> 23; - } - - private void decode32(int val, int valn, int[] out, int currentPos) { - // number : 7, bitwidth : 4 - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - out[currentPos++] = (valn << 0) >>> 28; - // number : 4, bitwidth : 7 - out[currentPos++] = (valn << 4) >>> 25; - out[currentPos++] = (valn << 11) >>> 25; - out[currentPos++] = (valn << 18) >>> 25; - out[currentPos++] = (valn << 25) >>> 25; - } - - private void decode31(int val, int valn, int[] out, int currentPos) { - // number : 7, bitwidth : 4 - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - out[currentPos++] = (valn << 3) >>> 28; - // number : 5, bitwidth : 5 - out[currentPos++] = (valn << 7) >>> 27; - out[currentPos++] = (valn << 12) >>> 27; - out[currentPos++] = (valn << 17) >>> 27; - out[currentPos++] = (valn << 22) >>> 27; - out[currentPos++] = (valn << 27) >>> 27; - } - - private void decode30(int val, int valn, int[] out, int currentPos) { - // number : 7, bitwidth : 4 - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - out[currentPos++] = (valn << 0) >>> 28; - // number : 7, bitwidth : 4 - out[currentPos++] = (valn << 4) >>> 28; - out[currentPos++] = (valn << 8) >>> 28; - out[currentPos++] = (valn << 12) >>> 28; - out[currentPos++] = (valn << 16) >>> 28; - out[currentPos++] = (valn << 20) >>> 28; - out[currentPos++] = (valn << 24) >>> 28; - out[currentPos++] = (valn << 28) >>> 28; - } - - private void decode29(int val, int valn, int[] out, int currentPos) { - // number : 7, bitwidth : 4 - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - out[currentPos++] = (valn << 1) >>> 28; - // number : 9, bitwidth : 3 - out[currentPos++] = (valn << 5) >>> 29; - out[currentPos++] = (valn << 8) >>> 29; - out[currentPos++] = (valn << 11) >>> 29; - out[currentPos++] = (valn << 14) >>> 29; - out[currentPos++] = (valn << 17) >>> 29; - out[currentPos++] = (valn << 20) >>> 29; - out[currentPos++] = (valn << 23) >>> 29; - out[currentPos++] = (valn << 26) >>> 29; - out[currentPos++] = (valn << 29) >>> 29; - } - - private void decode28(int val, int valn, int[] out, int currentPos) { - // number : 7, bitwidth : 4 - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - out[currentPos++] = (valn << 0) >>> 28; - // number : 14, bitwidth : 2 - out[currentPos++] = (valn << 4) >>> 30; - out[currentPos++] = (valn << 6) >>> 30; - out[currentPos++] = (valn << 8) >>> 30; - out[currentPos++] = (valn << 10) >>> 30; - out[currentPos++] = (valn << 12) >>> 30; - out[currentPos++] = (valn << 14) >>> 30; - out[currentPos++] = (valn << 16) >>> 30; - out[currentPos++] = (valn << 18) >>> 30; - out[currentPos++] = (valn << 20) >>> 30; - out[currentPos++] = (valn << 22) >>> 30; // 10 - out[currentPos++] = (valn << 24) >>> 30; - out[currentPos++] = (valn << 26) >>> 30; - out[currentPos++] = (valn << 28) >>> 30; - out[currentPos++] = (valn << 30) >>> 30; - } - - private void decode27(int val, int valn, int[] out, int currentPos) { - // number : 7, bitwidth : 4 - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - out[currentPos++] = (valn << 0) >>> 28; - // number : 28, bitwidth : 1 - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - out[currentPos++] = (valn << 7) >>> 31; - out[currentPos++] = (valn << 8) >>> 31; - out[currentPos++] = (valn << 9) >>> 31; - out[currentPos++] = (valn << 10) >>> 31; - out[currentPos++] = (valn << 11) >>> 31; - out[currentPos++] = (valn << 12) >>> 31; - out[currentPos++] = (valn << 13) >>> 31; // 10 - out[currentPos++] = (valn << 14) >>> 31; - out[currentPos++] = (valn << 15) >>> 31; - out[currentPos++] = (valn << 16) >>> 31; - out[currentPos++] = (valn << 17) >>> 31; - out[currentPos++] = (valn << 18) >>> 31; - out[currentPos++] = (valn << 19) >>> 31; - out[currentPos++] = (valn << 20) >>> 31; - out[currentPos++] = (valn << 21) >>> 31; - out[currentPos++] = (valn << 22) >>> 31; - out[currentPos++] = (valn << 23) >>> 31; // 20 - out[currentPos++] = (valn << 24) >>> 31; - out[currentPos++] = (valn << 25) >>> 31; - out[currentPos++] = (valn << 26) >>> 31; - out[currentPos++] = (valn << 27) >>> 31; - out[currentPos++] = (valn << 28) >>> 31; - out[currentPos++] = (valn << 29) >>> 31; - out[currentPos++] = (valn << 30) >>> 31; - out[currentPos++] = (valn << 31) >>> 31; - } - - private void decode26(int val, int valn, int[] out, int currentPos) { - // number : 9, bitwidth : 3 - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - out[currentPos++] = (valn << 1) >>> 29; - // number : 1, bitwidth : 28 - out[currentPos++] = (valn << 4) >>> 4; - } - - private void decode25(int val, int valn, int[] out, int currentPos) { - // number : 9, bitwidth : 3 - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - out[currentPos++] = (valn << 1) >>> 29; - // number : 2, bitwidth : 14 - out[currentPos++] = (valn << 4) >>> 18; - out[currentPos++] = (valn << 18) >>> 18; - } - - private void decode24(int val, int valn, int[] out, int currentPos) { - // number : 9, bitwidth : 3 - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - out[currentPos++] = (valn << 2) >>> 29; - // number : 3, bitwidth : 9 - out[currentPos++] = (valn << 5) >>> 23; - out[currentPos++] = (valn << 14) >>> 23; - out[currentPos++] = (valn << 23) >>> 23; - } - - private void decode23(int val, int valn, int[] out, int currentPos) { - // number : 9, bitwidth : 3 - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - out[currentPos++] = (valn << 1) >>> 29; - // number : 4, bitwidth : 7 - out[currentPos++] = (valn << 4) >>> 25; - out[currentPos++] = (valn << 11) >>> 25; - out[currentPos++] = (valn << 18) >>> 25; - out[currentPos++] = (valn << 25) >>> 25; - } - - private void decode22(int val, int valn, int[] out, int currentPos) { - // number : 9, bitwidth : 3 - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - out[currentPos++] = (valn << 4) >>> 29; - // number : 5, bitwidth : 5 - out[currentPos++] = (valn << 7) >>> 27; - out[currentPos++] = (valn << 12) >>> 27; - out[currentPos++] = (valn << 17) >>> 27; - out[currentPos++] = (valn << 22) >>> 27; - out[currentPos++] = (valn << 27) >>> 27; - } - - private void decode21(int val, int valn, int[] out, int currentPos) { - // number : 9, bitwidth : 3 - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - out[currentPos++] = (valn << 1) >>> 29; - // number : 7, bitwidth : 4 - out[currentPos++] = (valn << 4) >>> 28; - out[currentPos++] = (valn << 8) >>> 28; - out[currentPos++] = (valn << 12) >>> 28; - out[currentPos++] = (valn << 16) >>> 28; - out[currentPos++] = (valn << 20) >>> 28; - out[currentPos++] = (valn << 24) >>> 28; - out[currentPos++] = (valn << 28) >>> 28; - } - - private void decode20(int val, int valn, int[] out, int currentPos) { - // number : 9, bitwidth : 3 - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - out[currentPos++] = (valn << 2) >>> 29; - // number : 9, bitwidth : 3 - out[currentPos++] = (valn << 5) >>> 29; - out[currentPos++] = (valn << 8) >>> 29; - out[currentPos++] = (valn << 11) >>> 29; - out[currentPos++] = (valn << 14) >>> 29; - out[currentPos++] = (valn << 17) >>> 29; - out[currentPos++] = (valn << 20) >>> 29; - out[currentPos++] = (valn << 23) >>> 29; - out[currentPos++] = (valn << 26) >>> 29; - out[currentPos++] = (valn << 29) >>> 29; - } - - private void decode19(int val, int valn, int[] out, int currentPos) { - // number : 9, bitwidth : 3 - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - out[currentPos++] = (valn << 1) >>> 29; - // number : 14, bitwidth : 2 - out[currentPos++] = (valn << 4) >>> 30; - out[currentPos++] = (valn << 6) >>> 30; - out[currentPos++] = (valn << 8) >>> 30; - out[currentPos++] = (valn << 10) >>> 30; - out[currentPos++] = (valn << 12) >>> 30; - out[currentPos++] = (valn << 14) >>> 30; - out[currentPos++] = (valn << 16) >>> 30; - out[currentPos++] = (valn << 18) >>> 30; - out[currentPos++] = (valn << 20) >>> 30; - out[currentPos++] = (valn << 22) >>> 30; // 10 - out[currentPos++] = (valn << 24) >>> 30; - out[currentPos++] = (valn << 26) >>> 30; - out[currentPos++] = (valn << 28) >>> 30; - out[currentPos++] = (valn << 30) >>> 30; - } - - private void decode18(int val, int valn, int[] out, int currentPos) { - // number : 9, bitwidth : 3 - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - out[currentPos++] = (valn << 1) >>> 29; - // number : 28, bitwidth : 1 - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - out[currentPos++] = (valn << 7) >>> 31; - out[currentPos++] = (valn << 8) >>> 31; - out[currentPos++] = (valn << 9) >>> 31; - out[currentPos++] = (valn << 10) >>> 31; - out[currentPos++] = (valn << 11) >>> 31; - out[currentPos++] = (valn << 12) >>> 31; - out[currentPos++] = (valn << 13) >>> 31; // 10 - out[currentPos++] = (valn << 14) >>> 31; - out[currentPos++] = (valn << 15) >>> 31; - out[currentPos++] = (valn << 16) >>> 31; - out[currentPos++] = (valn << 17) >>> 31; - out[currentPos++] = (valn << 18) >>> 31; - out[currentPos++] = (valn << 19) >>> 31; - out[currentPos++] = (valn << 20) >>> 31; - out[currentPos++] = (valn << 21) >>> 31; - out[currentPos++] = (valn << 22) >>> 31; - out[currentPos++] = (valn << 23) >>> 31; // 20 - out[currentPos++] = (valn << 24) >>> 31; - out[currentPos++] = (valn << 25) >>> 31; - out[currentPos++] = (valn << 26) >>> 31; - out[currentPos++] = (valn << 27) >>> 31; - out[currentPos++] = (valn << 28) >>> 31; - out[currentPos++] = (valn << 29) >>> 31; - out[currentPos++] = (valn << 30) >>> 31; - out[currentPos++] = (valn << 31) >>> 31; - } - - private void decode17(int val, int valn, int[] out, int currentPos) { - // number : 14, bitwidth : 2 - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - out[currentPos++] = (valn << 0) >>> 30; - out[currentPos++] = (valn << 2) >>> 30; - // number : 1, bitwidth : 28 - out[currentPos++] = (valn << 4) >>> 4; - } - - private void decode16(int val, int valn, int[] out, int currentPos) { - // number : 14, bitwidth : 2 - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - out[currentPos++] = (valn << 0) >>> 30; - out[currentPos++] = (valn << 2) >>> 30; - // number : 2, bitwidth : 14 - out[currentPos++] = (valn << 4) >>> 18; - out[currentPos++] = (valn << 18) >>> 18; - } - - private void decode15(int val, int valn, int[] out, int currentPos) { - // number : 14, bitwidth : 2 - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - out[currentPos++] = (valn << 1) >>> 30; - out[currentPos++] = (valn << 3) >>> 30; - // number : 3, bitwidth : 9 - out[currentPos++] = (valn << 5) >>> 23; - out[currentPos++] = (valn << 14) >>> 23; - out[currentPos++] = (valn << 23) >>> 23; - } - - private void decode14(int val, int valn, int[] out, int currentPos) { - // number : 14, bitwidth : 2 - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - out[currentPos++] = (valn << 0) >>> 30; - out[currentPos++] = (valn << 2) >>> 30; - // number : 4, bitwidth : 7 - out[currentPos++] = (valn << 4) >>> 25; - out[currentPos++] = (valn << 11) >>> 25; - out[currentPos++] = (valn << 18) >>> 25; - out[currentPos++] = (valn << 25) >>> 25; - } - - private void decode13(int val, int valn, int[] out, int currentPos) { - // number : 14, bitwidth : 2 - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - out[currentPos++] = (valn << 3) >>> 30; - out[currentPos++] = (valn << 5) >>> 30; - // number : 5, bitwidth : 5 - out[currentPos++] = (valn << 7) >>> 27; - out[currentPos++] = (valn << 12) >>> 27; - out[currentPos++] = (valn << 17) >>> 27; - out[currentPos++] = (valn << 22) >>> 27; - out[currentPos++] = (valn << 27) >>> 27; - - } - - private void decode12(int val, int valn, int[] out, int currentPos) { - // number : 14, bitwidth : 2 - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - out[currentPos++] = (valn << 0) >>> 30; - out[currentPos++] = (valn << 2) >>> 30; - // number : 7, bitwidth : 4 - out[currentPos++] = (valn << 4) >>> 28; - out[currentPos++] = (valn << 8) >>> 28; - out[currentPos++] = (valn << 12) >>> 28; - out[currentPos++] = (valn << 16) >>> 28; - out[currentPos++] = (valn << 20) >>> 28; - out[currentPos++] = (valn << 24) >>> 28; - out[currentPos++] = (valn << 28) >>> 28; - - } - - private void decode11(int val, int valn, int[] out, int currentPos) { - // number : 14, bitwidth : 2 - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - out[currentPos++] = (valn << 1) >>> 30; - out[currentPos++] = (valn << 3) >>> 30; - // number : 9, bitwidth : 3 - out[currentPos++] = (valn << 5) >>> 29; - out[currentPos++] = (valn << 8) >>> 29; - out[currentPos++] = (valn << 11) >>> 29; - out[currentPos++] = (valn << 14) >>> 29; - out[currentPos++] = (valn << 17) >>> 29; - out[currentPos++] = (valn << 20) >>> 29; - out[currentPos++] = (valn << 23) >>> 29; - out[currentPos++] = (valn << 26) >>> 29; - out[currentPos++] = (valn << 29) >>> 29; - - } - - private void decode10(int val, int valn, int[] out, int currentPos) { - // number : 14, bitwidth : 2 - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - out[currentPos++] = (valn << 0) >>> 30; - out[currentPos++] = (valn << 2) >>> 30; - // number : 14, bitwidth : 2 - out[currentPos++] = (valn << 4) >>> 30; - out[currentPos++] = (valn << 6) >>> 30; - out[currentPos++] = (valn << 8) >>> 30; - out[currentPos++] = (valn << 10) >>> 30; - out[currentPos++] = (valn << 12) >>> 30; - out[currentPos++] = (valn << 14) >>> 30; - out[currentPos++] = (valn << 16) >>> 30; - out[currentPos++] = (valn << 18) >>> 30; - out[currentPos++] = (valn << 20) >>> 30; - out[currentPos++] = (valn << 22) >>> 30; // 10 - out[currentPos++] = (valn << 24) >>> 30; - out[currentPos++] = (valn << 26) >>> 30; - out[currentPos++] = (valn << 28) >>> 30; - out[currentPos++] = (valn << 30) >>> 30; - } - - private void decode9(int val, int valn, int[] out, int currentPos) { - // number : 14, bitwidth : 2 - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - out[currentPos++] = (valn << 0) >>> 30; - out[currentPos++] = (valn << 2) >>> 30; - // number : 28, bitwidth : 1 - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - out[currentPos++] = (valn << 7) >>> 31; - out[currentPos++] = (valn << 8) >>> 31; - out[currentPos++] = (valn << 9) >>> 31; - out[currentPos++] = (valn << 10) >>> 31; - out[currentPos++] = (valn << 11) >>> 31; - out[currentPos++] = (valn << 12) >>> 31; - out[currentPos++] = (valn << 13) >>> 31; // 10 - out[currentPos++] = (valn << 14) >>> 31; - out[currentPos++] = (valn << 15) >>> 31; - out[currentPos++] = (valn << 16) >>> 31; - out[currentPos++] = (valn << 17) >>> 31; - out[currentPos++] = (valn << 18) >>> 31; - out[currentPos++] = (valn << 19) >>> 31; - out[currentPos++] = (valn << 20) >>> 31; - out[currentPos++] = (valn << 21) >>> 31; - out[currentPos++] = (valn << 22) >>> 31; - out[currentPos++] = (valn << 23) >>> 31; // 20 - out[currentPos++] = (valn << 24) >>> 31; - out[currentPos++] = (valn << 25) >>> 31; - out[currentPos++] = (valn << 26) >>> 31; - out[currentPos++] = (valn << 27) >>> 31; - out[currentPos++] = (valn << 28) >>> 31; - out[currentPos++] = (valn << 29) >>> 31; - out[currentPos++] = (valn << 30) >>> 31; - out[currentPos++] = (valn << 31) >>> 31; - } - - private void decode8(int val, int valn, int[] out, int currentPos) { - // number : 28, bitwidth : 1 - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - out[currentPos++] = valn >>> 31; - out[currentPos++] = (valn << 1) >>> 31; - out[currentPos++] = (valn << 2) >>> 31; - out[currentPos++] = (valn << 3) >>> 31; - // number : 1, bitwidth : 28 - out[currentPos++] = (valn << 4) >>> 4; - } - - private void decode7(int val, int valn, int[] out, int currentPos) { - // number : 28, bitwidth : 1 - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - out[currentPos++] = valn >>> 31; - out[currentPos++] = (valn << 1) >>> 31; - out[currentPos++] = (valn << 2) >>> 31; - out[currentPos++] = (valn << 3) >>> 31; - // number : 2, bitwidth : 14 - out[currentPos++] = (valn << 4) >>> 18; - out[currentPos++] = (valn << 18) >>> 18; - } - - private void decode6(int val, int valn, int[] out, int currentPos) { - // number : 28, bitwidth : 1 - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - out[currentPos++] = (valn << 1) >>> 31; - out[currentPos++] = (valn << 2) >>> 31; - out[currentPos++] = (valn << 3) >>> 31; - out[currentPos++] = (valn << 4) >>> 31; - // number : 3, bitwidth : 9 - out[currentPos++] = (valn << 5) >>> 23; - out[currentPos++] = (valn << 14) >>> 23; - out[currentPos++] = (valn << 23) >>> 23; - } - - private void decode5(int val, int valn, int[] out, int currentPos) { - // number : 28, bitwidth : 1 - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - out[currentPos++] = valn >>> 31; - out[currentPos++] = (valn << 1) >>> 31; - out[currentPos++] = (valn << 2) >>> 31; - out[currentPos++] = (valn << 3) >>> 31; - // number : 4, bitwidth : 7 - out[currentPos++] = (valn << 4) >>> 25; - out[currentPos++] = (valn << 11) >>> 25; - out[currentPos++] = (valn << 18) >>> 25; - out[currentPos++] = (valn << 25) >>> 25; - } - - private void decode4(int val, int valn, int[] out, int currentPos) { - // number : 28, bitwidth : 1 - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - out[currentPos++] = (valn << 3) >>> 31;// 头部3bit - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - // number : 5, bitwidth : 5 - out[currentPos++] = (valn << 7) >>> 27; - out[currentPos++] = (valn << 12) >>> 27; - out[currentPos++] = (valn << 17) >>> 27; - out[currentPos++] = (valn << 22) >>> 27; - out[currentPos++] = (valn << 27) >>> 27; - } - - private void decode3(int val, int valn, int[] out, int currentPos) { - // number : 28, bitwidth : 1 - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - out[currentPos++] = valn >>> 31; - out[currentPos++] = (valn << 1) >>> 31; - out[currentPos++] = (valn << 2) >>> 31; - out[currentPos++] = (valn << 3) >>> 31; - // number : 7, bitwidth : 4 - out[currentPos++] = (valn << 4) >>> 28; - out[currentPos++] = (valn << 8) >>> 28; - out[currentPos++] = (valn << 12) >>> 28; - out[currentPos++] = (valn << 16) >>> 28; - out[currentPos++] = (valn << 20) >>> 28; - out[currentPos++] = (valn << 24) >>> 28; - out[currentPos++] = (valn << 28) >>> 28; - } - - private void decode2(int val, int valn, int[] out, int currentPos) { - // number : 28, bitwidth : 1 - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - out[currentPos++] = (valn << 1) >>> 31;// 头部1bit - out[currentPos++] = (valn << 2) >>> 31; - out[currentPos++] = (valn << 3) >>> 31; - out[currentPos++] = (valn << 4) >>> 31; - // number : 9, bitwidth : 3 - out[currentPos++] = (valn << 5) >>> 29; - out[currentPos++] = (valn << 8) >>> 29; - out[currentPos++] = (valn << 11) >>> 29; - out[currentPos++] = (valn << 14) >>> 29; - out[currentPos++] = (valn << 17) >>> 29; - out[currentPos++] = (valn << 20) >>> 29; - out[currentPos++] = (valn << 23) >>> 29; - out[currentPos++] = (valn << 26) >>> 29; - out[currentPos++] = (valn << 29) >>> 29; - } - - private void decode1(int val, int valn, int[] out, int currentPos) { - // number : 28, bitwidth : 1 - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31;// 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - out[currentPos++] = valn >>> 31; - out[currentPos++] = (valn << 1) >>> 31; - out[currentPos++] = (valn << 2) >>> 31; - out[currentPos++] = (valn << 3) >>> 31; - // number : 14, bitwidth : 2 - out[currentPos++] = (valn << 4) >>> 30; - out[currentPos++] = (valn << 6) >>> 30; - out[currentPos++] = (valn << 8) >>> 30; - out[currentPos++] = (valn << 10) >>> 30; - out[currentPos++] = (valn << 12) >>> 30; - out[currentPos++] = (valn << 14) >>> 30; - out[currentPos++] = (valn << 16) >>> 30; - out[currentPos++] = (valn << 18) >>> 30; - out[currentPos++] = (valn << 20) >>> 30; - out[currentPos++] = (valn << 22) >>> 30; // 10 - out[currentPos++] = (valn << 24) >>> 30; - out[currentPos++] = (valn << 26) >>> 30; - out[currentPos++] = (valn << 28) >>> 30; - out[currentPos++] = (valn << 30) >>> 30; - } - - private void decode0(int val, int valn, int[] out, int currentPos) { - // number : 28, bitwidth : 1 - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - out[currentPos++] = valn >>> 31; - out[currentPos++] = (valn << 1) >>> 31; - out[currentPos++] = (valn << 2) >>> 31; - out[currentPos++] = (valn << 3) >>> 31; - // number : 28, bitwidth : 1 - out[currentPos++] = (valn << 4) >>> 31; - out[currentPos++] = (valn << 5) >>> 31; - out[currentPos++] = (valn << 6) >>> 31; - out[currentPos++] = (valn << 7) >>> 31; - out[currentPos++] = (valn << 8) >>> 31; - out[currentPos++] = (valn << 9) >>> 31; - out[currentPos++] = (valn << 10) >>> 31; - out[currentPos++] = (valn << 11) >>> 31; - out[currentPos++] = (valn << 12) >>> 31; - out[currentPos++] = (valn << 13) >>> 31; // 10 - out[currentPos++] = (valn << 14) >>> 31; - out[currentPos++] = (valn << 15) >>> 31; - out[currentPos++] = (valn << 16) >>> 31; - out[currentPos++] = (valn << 17) >>> 31; - out[currentPos++] = (valn << 18) >>> 31; - out[currentPos++] = (valn << 19) >>> 31; - out[currentPos++] = (valn << 20) >>> 31; - out[currentPos++] = (valn << 21) >>> 31; - out[currentPos++] = (valn << 22) >>> 31; - out[currentPos++] = (valn << 23) >>> 31; // 20 - out[currentPos++] = (valn << 24) >>> 31; - out[currentPos++] = (valn << 25) >>> 31; - out[currentPos++] = (valn << 26) >>> 31; - out[currentPos++] = (valn << 27) >>> 31; - out[currentPos++] = (valn << 28) >>> 31; - out[currentPos++] = (valn << 29) >>> 31; - out[currentPos++] = (valn << 30) >>> 31; - out[currentPos++] = (valn << 31) >>> 31; - } - - - private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; - - private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; - - @Override - public String toString() { - return this.getClass().getSimpleName(); - } - - @Override - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - int tmpoutpos = outpos.get(); - int currentPos = inpos.get(); - int selector1 = 0; - int selector2 = 0; - final int finalin = currentPos + inlength; - while (currentPos < finalin - 28 * 2) { - int nextCurrentPos = currentPos; - mainloop1: for (selector1=0; selector1 <= 8; selector1++) { - int compressedNum = codeNum[selector1]; - //if (finalin <= nextCurrentPos + compressedNum - 1) - // compressedNum = finalin - nextCurrentPos; - int b = bitLength[selector1]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (Util.smallerorequalthan(max, in[nextCurrentPos + i])) - continue mainloop1; - } - nextCurrentPos += compressedNum; - break; - } - mainloop2: for (selector2 = 0; selector2 <= 8; selector2++) { - int compressedNum = codeNum[selector2]; - //if (finalin <= nextCurrentPos + compressedNum - 1) - // compressedNum = finalin - nextCurrentPos; - int b = bitLength[selector2]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (Util.smallerorequalthan(max, in[nextCurrentPos + i])) - continue mainloop2; - } - nextCurrentPos += compressedNum; - break; - } - int code = M[selector1][selector2]; - out[tmpoutpos] = 0; - out[tmpoutpos + 1] = 0; - switch (code) { - case 0: - encode0(in, currentPos, code, out, tmpoutpos); - break; - case 1: - encode1(in, currentPos, code, out, tmpoutpos); - break; - case 2: - encode2(in, currentPos, code, out, tmpoutpos); - break; - case 3: - encode3(in, currentPos, code, out, tmpoutpos); - break; - case 4: - encode4(in, currentPos, code, out, tmpoutpos); - break; - case 5: - encode5(in, currentPos, code, out, tmpoutpos); - break; - case 6: - encode6(in, currentPos, code, out, tmpoutpos); - break; - case 7: - encode7(in, currentPos, code, out, tmpoutpos); - break; - case 8: - encode8(in, currentPos, code, out, tmpoutpos); - break; - case 9: - encode9(in, currentPos, code, out, tmpoutpos); - break; - case 10: - encode10(in, currentPos, code, out, tmpoutpos); - break; - case 11: - encode11(in, currentPos, code, out, tmpoutpos); - break; - case 12: - encode12(in, currentPos, code, out, tmpoutpos); - break; - case 13: - encode13(in, currentPos, code, out, tmpoutpos); - break; - case 14: - encode14(in, currentPos, code, out, tmpoutpos); - break; - case 15: - encode15(in, currentPos, code, out, tmpoutpos); - break; - case 16: - encode16(in, currentPos, code, out, tmpoutpos); - break; - case 17: - encode17(in, currentPos, code, out, tmpoutpos); - break; - case 18: - encode18(in, currentPos, code, out, tmpoutpos); - break; - case 19: - encode19(in, currentPos, code, out, tmpoutpos); - break; - case 20: - encode20(in, currentPos, code, out, tmpoutpos); - break; - case 21: - encode21(in, currentPos, code, out, tmpoutpos); - break; - case 22: - encode22(in, currentPos, code, out, tmpoutpos); - break; - case 23: - encode23(in, currentPos, code, out, tmpoutpos); - break; - case 24: - encode24(in, currentPos, code, out, tmpoutpos); - break; - case 25: - encode25(in, currentPos, code, out, tmpoutpos); - break; - case 26: - encode26(in, currentPos, code, out, tmpoutpos); - break; - case 27: - encode27(in, currentPos, code, out, tmpoutpos); - break; - case 28: - encode28(in, currentPos, code, out, tmpoutpos); - break; - case 29: - encode29(in, currentPos, code, out, tmpoutpos); - break; - case 30: - encode30(in, currentPos, code, out, tmpoutpos); - break; - case 31: - encode31(in, currentPos, code, out, tmpoutpos); - break; - case 32: - encode32(in, currentPos, code, out, tmpoutpos); - break; - case 33: - encode33(in, currentPos, code, out, tmpoutpos); - break; - case 34: - encode34(in, currentPos, code, out, tmpoutpos); - break; - case 35: - encode35(in, currentPos, code, out, tmpoutpos); - break; - case 36: - encode36(in, currentPos, code, out, tmpoutpos); - break; - case 37: - encode37(in, currentPos, code, out, tmpoutpos); - break; - case 38: - encode38(in, currentPos, code, out, tmpoutpos); - break; - case 39: - encode39(in, currentPos, code, out, tmpoutpos); - break; - case 40: - encode40(in, currentPos, code, out, tmpoutpos); - break; - case 41: - encode41(in, currentPos, code, out, tmpoutpos); - break; - case 42: - encode42(in, currentPos, code, out, tmpoutpos); - break; - case 43: - encode43(in, currentPos, code, out, tmpoutpos); - break; - case 44: - encode44(in, currentPos, code, out, tmpoutpos); - break; - case 45: - encode45(in, currentPos, code, out, tmpoutpos); - break; - case 46: - encode46(in, currentPos, code, out, tmpoutpos); - break; - case 47: - encode47(in, currentPos, code, out, tmpoutpos); - break; - case 48: - encode48(in, currentPos, code, out, tmpoutpos); - break; - case 49: - encode49(in, currentPos, code, out, tmpoutpos); - break; - case 50: - encode50(in, currentPos, code, out, tmpoutpos); - break; - case 51: - encode51(in, currentPos, code, out, tmpoutpos); - break; - case 52: - encode52(in, currentPos, code, out, tmpoutpos); - break; - case 53: - encode53(in, currentPos, code, out, tmpoutpos); - break; - case 54: - encode54(in, currentPos, code, out, tmpoutpos); - break; - case 55: - encode55(in, currentPos, code, out, tmpoutpos); - break; - case 56: - encode56(in, currentPos, code, out, tmpoutpos); - break; - case 57: - encode57(in, currentPos, code, out, tmpoutpos); - break; - case 58: - encode58(in, currentPos, code, out, tmpoutpos); - break; - case 59: - encode59(in, currentPos, code, out, tmpoutpos); - break; - case 60: - encode60(in, currentPos, code, out, tmpoutpos); - break; - case 61: - encode61(in, currentPos, code, out, tmpoutpos); - break; - case 62: - encode62(in, currentPos, code, out, tmpoutpos); - break; - case 63: - encode63(in, currentPos, code, out, tmpoutpos); - break; - case 64: - encode64(in, currentPos, code, out, tmpoutpos); - break; - case 65: - encode65(in, currentPos, code, out, tmpoutpos); - break; - case 66: - encode66(in, currentPos, code, out, tmpoutpos); - break; - case 67: - encode67(in, currentPos, code, out, tmpoutpos); - break; - case 68: - encode68(in, currentPos, code, out, tmpoutpos); - break; - case 69: - encode69(in, currentPos, code, out, tmpoutpos); - break; - case 70: - encode70(in, currentPos, code, out, tmpoutpos); - break; - case 71: - encode71(in, currentPos, code, out, tmpoutpos); - break; - case 72: - encode72(in, currentPos, code, out, tmpoutpos); - break; - case 73: - encode73(in, currentPos, code, out, tmpoutpos); - break; - case 74: - encode74(in, currentPos, code, out, tmpoutpos); - break; - case 75: - encode75(in, currentPos, code, out, tmpoutpos); - break; - case 76: - encode76(in, currentPos, code, out, tmpoutpos); - break; - case 77: - encode77(in, currentPos, code, out, tmpoutpos); - break; - case 78: - encode78(in, currentPos, code, out, tmpoutpos); - break; - case 79: - encode79(in, currentPos, code, out, tmpoutpos); - break; - case 80: - encode80(in, currentPos, code, out, tmpoutpos); - break; - default: - throw new RuntimeException("unsupported code"); - }// end switch - tmpoutpos += 2; - currentPos = nextCurrentPos; - } - - outer: while (currentPos < finalin) { - mainloop: for (int selector = 0; selector < 8; selector++) { - int res = 0; - int compressedNum = codeNum[selector]; - if (finalin <= currentPos + compressedNum - 1) - compressedNum = finalin - currentPos; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (Util.smallerorequalthan(max, in[currentPos + i])) - continue mainloop; - res = (res << b) + in[currentPos + i]; - } - if (compressedNum != codeNum[selector]) { - res <<= (codeNum[selector] - compressedNum) * b; - } - res |= selector << 28; - out[tmpoutpos++] = res; - - currentPos += compressedNum; - continue outer; - } - final int selector = 8; - out[tmpoutpos++] = in[currentPos++] | (selector << 28); - } - inpos.set(currentPos); - outpos.set(tmpoutpos); - } - - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { - int currentPos = outpos.get(); - int tmpinpos = inpos.get(); - final int finalout = currentPos + num; - while (currentPos < finalout - 2 * 28) { - - int val = in[tmpinpos++]; - int valn = in[tmpinpos++]; - int header = val >>> 24; - switch (header) { - case 0: { - decode0(val, valn, out, currentPos); - currentPos+=56; - break; - } - case 1: { - decode1(val, valn, out, currentPos); - currentPos+=42; - break; - } - case 2: { - decode2(val, valn, out, currentPos); - currentPos+=37; - break; - } - case 3: { - decode3(val, valn, out, currentPos); - currentPos+=35; - break; - } - case 4: { - decode4(val, valn, out, currentPos); - currentPos+=33; - break; - } - case 5: { - decode5(val, valn, out, currentPos); - currentPos+=32; - break; - } - case 6: { - decode6(val, valn, out, currentPos); - currentPos+=31; - break; - } - case 7: { - decode7(val, valn, out, currentPos); - currentPos+=30; - break; - } - case 8: { - decode8(val, valn, out, currentPos); - currentPos+=29; - break; - } - case 9: { - decode9(val, valn, out, currentPos); - currentPos+=42; - break; - } - case 10: { - decode10(val, valn, out, currentPos); - currentPos+=28; - break; - } - case 11: { - decode11(val, valn, out, currentPos); - currentPos+=23; - break; - } - case 12: { - decode12(val, valn, out, currentPos); - currentPos+=21; - break; - } - case 13: { - decode13(val, valn, out, currentPos); - currentPos+=19; - break; - } - case 14: { - decode14(val, valn, out, currentPos); - currentPos+=18; - break; - } - case 15: { - decode15(val, valn, out, currentPos); - currentPos+=17; - break; - } - case 16: { - decode16(val, valn, out, currentPos); - currentPos+=16; - break; - } - case 17: { - decode17(val, valn, out, currentPos); - currentPos+=15; - break; - } - case 18: { - decode18(val, valn, out, currentPos); - currentPos+=37; - break; - } - case 19: { - decode19(val, valn, out, currentPos); - currentPos+=23; - break; - } - case 20: { - decode20(val, valn, out, currentPos); - currentPos+=18; - break; - } - case 21: { - decode21(val, valn, out, currentPos); - currentPos+=16; - break; - } - case 22: { - decode22(val, valn, out, currentPos); - currentPos+=14; - break; - } - case 23: { - decode23(val, valn, out, currentPos); - currentPos+=13; - break; - } - case 24: { - decode24(val, valn, out, currentPos); - currentPos+=12; - break; - } - case 25: { - decode25(val, valn, out, currentPos); - currentPos+=11; - break; - } - case 26: { - decode26(val, valn, out, currentPos); - currentPos+=10; - break; - } - case 27: { - decode27(val, valn, out, currentPos); - currentPos+=35; - break; - } - case 28: { - decode28(val, valn, out, currentPos); - currentPos+=21; - break; - } - case 29: { - decode29(val, valn, out, currentPos); - currentPos+=16; - break; - } - - case 30: { - decode30(val, valn, out, currentPos); - currentPos+=14; - break; - } - case 31: { - decode31(val, valn, out, currentPos); - currentPos+=12; - break; - } - case 32: { - decode32(val, valn, out, currentPos); - currentPos+=11; - break; - } - case 33: { - decode33(val, valn, out, currentPos); - currentPos+=10; - break; - } - case 34: { - decode34(val, valn, out, currentPos); - currentPos+=9; - break; - } - case 35: { - decode35(val, valn, out, currentPos); - currentPos+=8; - break; - } - case 36: { - decode36(val, valn, out, currentPos); - currentPos+=33; - break; - } - case 37: { - decode37(val, valn, out, currentPos); - currentPos+=19; - break; - } - case 38: { - decode38(val, valn, out, currentPos); - currentPos+=14; - break; - } - case 39: { - decode39(val, valn, out, currentPos); - currentPos+=12; - break; - } - case 40: { - decode40(val, valn, out, currentPos); - currentPos+=10; - break; - } - case 41: { - decode41(val, valn, out, currentPos); - currentPos+=9; - break; - } - case 42: { - decode42(val, valn, out, currentPos); - currentPos+=8; - break; - } - case 43: { - decode43(val, valn, out, currentPos); - currentPos+=7; - break; - } - case 44: { - decode44(val, valn, out, currentPos); - currentPos+=6; - break; - } - case 45: { - decode45(val, valn, out, currentPos); - currentPos+=32; - break; - } - case 46: { - decode46(val, valn, out, currentPos); - currentPos+=18; - break; - } - case 47: { - decode47(val, valn, out, currentPos); - currentPos+=13; - break; - } - case 48: { - decode48(val, valn, out, currentPos); - currentPos+=11; - break; - } - case 49: { - decode49(val, valn, out, currentPos); - currentPos+=9; - break; - } - case 50: { - decode50(val, valn, out, currentPos); - currentPos+=8; - break; - } - case 51: { - decode51(val, valn, out, currentPos); - currentPos+=7; - break; - } - case 52: { - decode52(val, valn, out, currentPos); - currentPos+=6; - break; - } - case 53: { - decode53(val, valn, out, currentPos); - currentPos+=5; - break; - } - case 54: { - decode54(val, valn, out, currentPos); - currentPos+=31; - break; - } - case 55: { - decode55(val, valn, out, currentPos); - currentPos+=17; - break; - } - case 56: { - decode56(val, valn, out, currentPos); - currentPos+=12; - break; - } - case 57: { - decode57(val, valn, out, currentPos); - currentPos+=10; - break; - } - case 58: { - decode58(val, valn, out, currentPos); - currentPos+=8; - break; - } - case 59: { - decode59(val, valn, out, currentPos); - currentPos+=7; - break; - } - case 60: { - decode60(val, valn, out, currentPos); - currentPos+=6; - break; - } - case 61: { - decode61(val, valn, out, currentPos); - currentPos+=5; - break; - } - case 62: { - decode62(val, valn, out, currentPos); - currentPos+=4; - break; - } - case 63: { - decode63(val, valn, out, currentPos); - currentPos+=30; - break; - } - case 64: { - decode64(val, valn, out, currentPos); - currentPos+=16; - break; - } - case 65: { - decode65(val, valn, out, currentPos); - currentPos+=11; - break; - } - case 66: { - decode66(val, valn, out, currentPos); - currentPos+=9; - break; - } - case 67: { - decode67(val, valn, out, currentPos); - currentPos+=7; - break; - } - case 68: { - decode68(val, valn, out, currentPos); - currentPos+=6; - break; - } - case 69: { - decode69(val, valn, out, currentPos); - currentPos+=5; - break; - } - case 70: { - decode70(val, valn, out, currentPos); - currentPos+=4; - break; - } - case 71: { - decode71(val, valn, out, currentPos); - currentPos+=3; - break; - } - case 72: { - decode72(val, valn, out, currentPos); - currentPos+=29; - break; - } - case 73: { - decode73(val, valn, out, currentPos); - currentPos+=15; - break; - } - case 74: { - decode74(val, valn, out, currentPos); - currentPos+=10; - break; - } - case 75: { - decode75(val, valn, out, currentPos); - currentPos+=8; - break; - } - case 76: { - decode76(val, valn, out, currentPos); - currentPos+=6; - break; - } - case 77: { - decode77(val, valn, out, currentPos); - currentPos+=5; - break; - } - case 78: { - decode78(val, valn, out, currentPos); - currentPos+=4; - break; - } - case 79: { - decode79(val, valn, out, currentPos); - currentPos+=3; - break; - } - case 80: { - decode80(val, valn, out, currentPos); - currentPos+=2; - break; - } - default: - throw new RuntimeException("Wrong code: " + header); - }// end switch - } // end while - - while (currentPos < finalout) { - int val = in[tmpinpos++]; - int header = val >>> 28; - switch (header) { - case 0: { // number : 28, bitwidth : 1 - final int howmany = finalout - currentPos < 28 ? finalout - currentPos : 28; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (k + 4)) >>> 31; - } - break; - } - case 1: { // number : 14, bitwidth : 2 - final int howmany = finalout - currentPos < 14 ? finalout - currentPos : 14; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (2 * k + 4)) >>> 30; - } - break; - } - case 2: { // number : 9, bitwidth : 3 - final int howmany = finalout - currentPos < 9 ? finalout - currentPos : 9; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (3 * k + 5)) >>> 29; - } - break; - } - case 3: { // number : 7, bitwidth : 4 - final int howmany = finalout - currentPos < 7 ? finalout - currentPos : 7; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (4 * k + 4)) >>> 28; - } - break; - } - case 4: { // number : 5, bitwidth : 5 - final int howmany = finalout - currentPos < 5 ? finalout - currentPos : 5; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (5 * k + 7)) >>> 27; - } - break; - } - case 5: { // number : 4, bitwidth : 7 - final int howmany = finalout - currentPos < 4 ? finalout - currentPos : 4; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (7 * k + 4)) >>> 25; - } - break; - } - case 6: { // number : 3, bitwidth : 9 - final int howmany = finalout - currentPos < 3 ? finalout - currentPos : 3; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (9 * k + 5)) >>> 23; - } - break; - } - case 7: { // number : 2, bitwidth : 14 - final int howmany = finalout - currentPos < 2 ? finalout - currentPos : 2; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (14 * k + 4)) >>> 18; - } - break; - } - case 8: { // number : 1, bitwidth : 28 - out[currentPos++] = (val << 4) >>> 4; - break; - } - default: { - throw new RuntimeException("shouldn't happen"); - } - } - } - - outpos.set(finalout); - inpos.set(tmpinpos); - - } + private static final int[][] M = { { 0, 1, 2, 3, 4, 5, 6, 7, 8 }, { 9, 10, 11, 12, 13, 14, 15, 16, 17 }, + { 18, 19, 20, 21, 22, 23, 24, 25, 26 }, { 27, 28, 29, 30, 31, 32, 33, 34, 35 }, + { 36, 37, 38, 39, 40, 41, 42, 43, 44 }, { 45, 46, 47, 48, 49, 50, 51, 52, 53 }, + { 54, 55, 56, 57, 58, 59, 60, 61, 62 }, { 63, 64, 65, 66, 67, 68, 69, 70, 71 }, + { 72, 73, 74, 75, 76, 77, 78, 79, 80 } }; + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + private void encode0(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + (in[inf + i]); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode1(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode2(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 28 + i];// 第二个28位是低位存储的，所以浪费的1比特在最顶端。 + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode3(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode4(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode5(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode6(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode7(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode8(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 24; i++) + out[outf + 0] = (out[outf + 0] << 1) + in[inf + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 24 + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 28 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode9(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode10(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 12; i++) { + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + + } + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode11(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode12(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode13(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode14(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode15(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode16(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode17(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 12; i++) + out[outf + 0] = (out[outf + 0] << 2) + in[inf + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 12 + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 14 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode18(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 9 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode19(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 9 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode20(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 9 + i]; + + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode21(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode22(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode23(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode24(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode25(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode26(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 8; i++) + out[outf + 0] = (out[outf + 0] << 3) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 8 + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 9 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode27(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode28(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode29(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode30(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode31(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode32(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode33(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode34(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode35(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 6; i++) + out[outf + 0] = (out[outf + 0] << 4) + in[inf + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 6 + i]; + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 7 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode36(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode37(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode38(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode39(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode40(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode41(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode42(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode43(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode44(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 4; i++) + out[outf + 0] = (out[outf + 0] << 5) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 4) + (in[inf + 4] >>> 1); + out[outf + 1] = (out[outf + 1] << 1) + ((in[inf + 4] << 31) >>> 31); + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 5 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode45(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode46(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode47(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode48(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode49(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode50(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode51(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode52(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode53(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 3; i++) + out[outf + 0] = (out[outf + 0] << 7) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 3) + (in[inf + 3] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 3] << 28) >>> 28); + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 4 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode54(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode55(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode56(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode57(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode58(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode59(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode60(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode61(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode62(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + for (int i = 0; i < 2; i++) + out[outf + 0] = (out[outf + 0] << 9) + in[inf + i]; + out[outf + 0] = (out[outf + 0] << 6) + (in[inf + 2] >>> 3); + out[outf + 1] = (out[outf + 1] << 3) + ((in[inf + 2] << 29) >>> 29); + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 3 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode63(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode64(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode65(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode66(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode67(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode68(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode69(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode70(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode71(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 14) + in[inf]; + out[outf + 0] = (out[outf + 0] << 10) + (in[inf + 1] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf + 1] << 28) >>> 28); + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 2 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode72(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 28; i++) + out[outf + 1] = (out[outf + 1] << 1) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode73(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 14; i++) + out[outf + 1] = (out[outf + 1] << 2) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode74(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 9; i++) + out[outf + 1] = (out[outf + 1] << 3) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode75(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 7; i++) + out[outf + 1] = (out[outf + 1] << 4) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode76(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 5; i++) + out[outf + 1] = (out[outf + 1] << 5) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode77(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 4; i++) + out[outf + 1] = (out[outf + 1] << 7) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode78(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 3; i++) + out[outf + 1] = (out[outf + 1] << 9) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode79(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 2; i++) + out[outf + 1] = (out[outf + 1] << 14) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + private void encode80(final int[] in, final int inf, final int code, final int[] out, + final int outf) { + out[outf + 0] = (out[outf + 0] << 24) + (in[inf] >>> 4); + out[outf + 1] = (out[outf + 1] << 4) + ((in[inf] << 28) >>> 28); + for (int i = 0; i < 1; i++) + out[outf + 1] = (out[outf + 1] << 28) + in[inf + 1 + i]; + out[outf + 0] = code << 24 | out[outf + 0]; + + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } + + + + private void decode80(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode79(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number :2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode78(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 27); + // number : 3, bitwidth :9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode77(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode76(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 25); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode75(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode74(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 27); + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode73(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode72(int val, int valn, int[] out, int currentPos) { + // number : 1, bitwidth : 28 + out[currentPos++] = (val << 8) >>> 4 | (valn >>> 28); + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode71(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode70(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode69(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 27); + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode68(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode67(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 25); + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode66(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode65(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 27); + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode64(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode63(int val, int valn, int[] out, int currentPos) { + // number : 2, bitwidth : 14 + out[currentPos++] = (val << 8) >>> 18; + out[currentPos++] = (val << 22) >>> 18 | (valn >>> 28); + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode62(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode61(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode60(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 27); + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode59(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode58(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 25); + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode57(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode56(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 27); + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode55(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode54(int val, int valn, int[] out, int currentPos) { + // number : 3, bitwidth : 9 + out[currentPos++] = (val << 8) >>> 23; + out[currentPos++] = (val << 17) >>> 23; + out[currentPos++] = (val << 26) >>> 23 | (valn >>> 28); + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode53(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode52(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode51(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 27); + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode50(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode49(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 25); + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode48(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode47(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 27); + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode46(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode45(int val, int valn, int[] out, int currentPos) { + // number : 4, bitwidth : 7 + out[currentPos++] = (val << 8) >>> 25; + out[currentPos++] = (val << 15) >>> 25; + out[currentPos++] = (val << 22) >>> 25; + out[currentPos++] = (val << 29) >>> 25 | (valn >>> 28); + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode44(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode43(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode42(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 27); + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode41(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode40(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 25); + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode39(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode38(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 27); + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode37(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode36(int val, int valn, int[] out, int currentPos) { + // number : 5, bitwidth : 5 + out[currentPos++] = (val << 8) >>> 27; + out[currentPos++] = (val << 13) >>> 27; + out[currentPos++] = (val << 18) >>> 27; + out[currentPos++] = (val << 23) >>> 27; + out[currentPos++] = (val << 28) >>> 27 | (valn >>> 28); + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode35(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode34(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode33(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 1) >>> 28; + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode32(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode31(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 3) >>> 28; + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode30(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode29(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 1) >>> 28; + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode28(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode27(int val, int valn, int[] out, int currentPos) { + // number : 7, bitwidth : 4 + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + out[currentPos++] = (valn << 0) >>> 28; + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode26(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode25(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode24(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 2) >>> 29; + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode23(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode22(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 4) >>> 29; + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode21(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode20(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 2) >>> 29; + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode19(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode18(int val, int valn, int[] out, int currentPos) { + // number : 9, bitwidth : 3 + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + out[currentPos++] = (valn << 1) >>> 29; + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode17(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode16(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode15(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 1) >>> 30; + out[currentPos++] = (valn << 3) >>> 30; + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode14(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode13(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 3) >>> 30; + out[currentPos++] = (valn << 5) >>> 30; + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + + } + + private void decode12(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + + } + + private void decode11(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 1) >>> 30; + out[currentPos++] = (valn << 3) >>> 30; + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + + } + + private void decode10(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode9(int val, int valn, int[] out, int currentPos) { + // number : 14, bitwidth : 2 + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + out[currentPos++] = (valn << 0) >>> 30; + out[currentPos++] = (valn << 2) >>> 30; + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + private void decode8(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 1, bitwidth : 28 + out[currentPos++] = (valn << 4) >>> 4; + } + + private void decode7(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 2, bitwidth : 14 + out[currentPos++] = (valn << 4) >>> 18; + out[currentPos++] = (valn << 18) >>> 18; + } + + private void decode6(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + out[currentPos++] = (valn << 4) >>> 31; + // number : 3, bitwidth : 9 + out[currentPos++] = (valn << 5) >>> 23; + out[currentPos++] = (valn << 14) >>> 23; + out[currentPos++] = (valn << 23) >>> 23; + } + + private void decode5(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 4, bitwidth : 7 + out[currentPos++] = (valn << 4) >>> 25; + out[currentPos++] = (valn << 11) >>> 25; + out[currentPos++] = (valn << 18) >>> 25; + out[currentPos++] = (valn << 25) >>> 25; + } + + private void decode4(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = (valn << 3) >>> 31;// 头部3bit + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + // number : 5, bitwidth : 5 + out[currentPos++] = (valn << 7) >>> 27; + out[currentPos++] = (valn << 12) >>> 27; + out[currentPos++] = (valn << 17) >>> 27; + out[currentPos++] = (valn << 22) >>> 27; + out[currentPos++] = (valn << 27) >>> 27; + } + + private void decode3(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 7, bitwidth : 4 + out[currentPos++] = (valn << 4) >>> 28; + out[currentPos++] = (valn << 8) >>> 28; + out[currentPos++] = (valn << 12) >>> 28; + out[currentPos++] = (valn << 16) >>> 28; + out[currentPos++] = (valn << 20) >>> 28; + out[currentPos++] = (valn << 24) >>> 28; + out[currentPos++] = (valn << 28) >>> 28; + } + + private void decode2(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = (valn << 1) >>> 31;// 头部1bit + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + out[currentPos++] = (valn << 4) >>> 31; + // number : 9, bitwidth : 3 + out[currentPos++] = (valn << 5) >>> 29; + out[currentPos++] = (valn << 8) >>> 29; + out[currentPos++] = (valn << 11) >>> 29; + out[currentPos++] = (valn << 14) >>> 29; + out[currentPos++] = (valn << 17) >>> 29; + out[currentPos++] = (valn << 20) >>> 29; + out[currentPos++] = (valn << 23) >>> 29; + out[currentPos++] = (valn << 26) >>> 29; + out[currentPos++] = (valn << 29) >>> 29; + } + + private void decode1(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31;// 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 14, bitwidth : 2 + out[currentPos++] = (valn << 4) >>> 30; + out[currentPos++] = (valn << 6) >>> 30; + out[currentPos++] = (valn << 8) >>> 30; + out[currentPos++] = (valn << 10) >>> 30; + out[currentPos++] = (valn << 12) >>> 30; + out[currentPos++] = (valn << 14) >>> 30; + out[currentPos++] = (valn << 16) >>> 30; + out[currentPos++] = (valn << 18) >>> 30; + out[currentPos++] = (valn << 20) >>> 30; + out[currentPos++] = (valn << 22) >>> 30; // 10 + out[currentPos++] = (valn << 24) >>> 30; + out[currentPos++] = (valn << 26) >>> 30; + out[currentPos++] = (valn << 28) >>> 30; + out[currentPos++] = (valn << 30) >>> 30; + } + + private void decode0(int val, int valn, int[] out, int currentPos) { + // number : 28, bitwidth : 1 + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + out[currentPos++] = valn >>> 31; + out[currentPos++] = (valn << 1) >>> 31; + out[currentPos++] = (valn << 2) >>> 31; + out[currentPos++] = (valn << 3) >>> 31; + // number : 28, bitwidth : 1 + out[currentPos++] = (valn << 4) >>> 31; + out[currentPos++] = (valn << 5) >>> 31; + out[currentPos++] = (valn << 6) >>> 31; + out[currentPos++] = (valn << 7) >>> 31; + out[currentPos++] = (valn << 8) >>> 31; + out[currentPos++] = (valn << 9) >>> 31; + out[currentPos++] = (valn << 10) >>> 31; + out[currentPos++] = (valn << 11) >>> 31; + out[currentPos++] = (valn << 12) >>> 31; + out[currentPos++] = (valn << 13) >>> 31; // 10 + out[currentPos++] = (valn << 14) >>> 31; + out[currentPos++] = (valn << 15) >>> 31; + out[currentPos++] = (valn << 16) >>> 31; + out[currentPos++] = (valn << 17) >>> 31; + out[currentPos++] = (valn << 18) >>> 31; + out[currentPos++] = (valn << 19) >>> 31; + out[currentPos++] = (valn << 20) >>> 31; + out[currentPos++] = (valn << 21) >>> 31; + out[currentPos++] = (valn << 22) >>> 31; + out[currentPos++] = (valn << 23) >>> 31; // 20 + out[currentPos++] = (valn << 24) >>> 31; + out[currentPos++] = (valn << 25) >>> 31; + out[currentPos++] = (valn << 26) >>> 31; + out[currentPos++] = (valn << 27) >>> 31; + out[currentPos++] = (valn << 28) >>> 31; + out[currentPos++] = (valn << 29) >>> 31; + out[currentPos++] = (valn << 30) >>> 31; + out[currentPos++] = (valn << 31) >>> 31; + } + + + private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; + + private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } + + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + int tmpoutpos = outpos.get(); + int currentPos = inpos.get(); + int selector1 = 0; + int selector2 = 0; + final int finalin = currentPos + inlength; + while (currentPos < finalin - 28 * 2) { + int nextCurrentPos = currentPos; + mainloop1: for (selector1=0; selector1 <= 8; selector1++) { + int compressedNum = codeNum[selector1]; + //if (finalin <= nextCurrentPos + compressedNum - 1) + // compressedNum = finalin - nextCurrentPos; + int b = bitLength[selector1]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[nextCurrentPos + i])) + continue mainloop1; + } + nextCurrentPos += compressedNum; + break; + } + mainloop2: for (selector2 = 0; selector2 <= 8; selector2++) { + int compressedNum = codeNum[selector2]; + //if (finalin <= nextCurrentPos + compressedNum - 1) + // compressedNum = finalin - nextCurrentPos; + int b = bitLength[selector2]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[nextCurrentPos + i])) + continue mainloop2; + } + nextCurrentPos += compressedNum; + break; + } + int code = M[selector1][selector2]; + out[tmpoutpos] = 0; + out[tmpoutpos + 1] = 0; + switch (code) { + case 0: + encode0(in, currentPos, code, out, tmpoutpos); + break; + case 1: + encode1(in, currentPos, code, out, tmpoutpos); + break; + case 2: + encode2(in, currentPos, code, out, tmpoutpos); + break; + case 3: + encode3(in, currentPos, code, out, tmpoutpos); + break; + case 4: + encode4(in, currentPos, code, out, tmpoutpos); + break; + case 5: + encode5(in, currentPos, code, out, tmpoutpos); + break; + case 6: + encode6(in, currentPos, code, out, tmpoutpos); + break; + case 7: + encode7(in, currentPos, code, out, tmpoutpos); + break; + case 8: + encode8(in, currentPos, code, out, tmpoutpos); + break; + case 9: + encode9(in, currentPos, code, out, tmpoutpos); + break; + case 10: + encode10(in, currentPos, code, out, tmpoutpos); + break; + case 11: + encode11(in, currentPos, code, out, tmpoutpos); + break; + case 12: + encode12(in, currentPos, code, out, tmpoutpos); + break; + case 13: + encode13(in, currentPos, code, out, tmpoutpos); + break; + case 14: + encode14(in, currentPos, code, out, tmpoutpos); + break; + case 15: + encode15(in, currentPos, code, out, tmpoutpos); + break; + case 16: + encode16(in, currentPos, code, out, tmpoutpos); + break; + case 17: + encode17(in, currentPos, code, out, tmpoutpos); + break; + case 18: + encode18(in, currentPos, code, out, tmpoutpos); + break; + case 19: + encode19(in, currentPos, code, out, tmpoutpos); + break; + case 20: + encode20(in, currentPos, code, out, tmpoutpos); + break; + case 21: + encode21(in, currentPos, code, out, tmpoutpos); + break; + case 22: + encode22(in, currentPos, code, out, tmpoutpos); + break; + case 23: + encode23(in, currentPos, code, out, tmpoutpos); + break; + case 24: + encode24(in, currentPos, code, out, tmpoutpos); + break; + case 25: + encode25(in, currentPos, code, out, tmpoutpos); + break; + case 26: + encode26(in, currentPos, code, out, tmpoutpos); + break; + case 27: + encode27(in, currentPos, code, out, tmpoutpos); + break; + case 28: + encode28(in, currentPos, code, out, tmpoutpos); + break; + case 29: + encode29(in, currentPos, code, out, tmpoutpos); + break; + case 30: + encode30(in, currentPos, code, out, tmpoutpos); + break; + case 31: + encode31(in, currentPos, code, out, tmpoutpos); + break; + case 32: + encode32(in, currentPos, code, out, tmpoutpos); + break; + case 33: + encode33(in, currentPos, code, out, tmpoutpos); + break; + case 34: + encode34(in, currentPos, code, out, tmpoutpos); + break; + case 35: + encode35(in, currentPos, code, out, tmpoutpos); + break; + case 36: + encode36(in, currentPos, code, out, tmpoutpos); + break; + case 37: + encode37(in, currentPos, code, out, tmpoutpos); + break; + case 38: + encode38(in, currentPos, code, out, tmpoutpos); + break; + case 39: + encode39(in, currentPos, code, out, tmpoutpos); + break; + case 40: + encode40(in, currentPos, code, out, tmpoutpos); + break; + case 41: + encode41(in, currentPos, code, out, tmpoutpos); + break; + case 42: + encode42(in, currentPos, code, out, tmpoutpos); + break; + case 43: + encode43(in, currentPos, code, out, tmpoutpos); + break; + case 44: + encode44(in, currentPos, code, out, tmpoutpos); + break; + case 45: + encode45(in, currentPos, code, out, tmpoutpos); + break; + case 46: + encode46(in, currentPos, code, out, tmpoutpos); + break; + case 47: + encode47(in, currentPos, code, out, tmpoutpos); + break; + case 48: + encode48(in, currentPos, code, out, tmpoutpos); + break; + case 49: + encode49(in, currentPos, code, out, tmpoutpos); + break; + case 50: + encode50(in, currentPos, code, out, tmpoutpos); + break; + case 51: + encode51(in, currentPos, code, out, tmpoutpos); + break; + case 52: + encode52(in, currentPos, code, out, tmpoutpos); + break; + case 53: + encode53(in, currentPos, code, out, tmpoutpos); + break; + case 54: + encode54(in, currentPos, code, out, tmpoutpos); + break; + case 55: + encode55(in, currentPos, code, out, tmpoutpos); + break; + case 56: + encode56(in, currentPos, code, out, tmpoutpos); + break; + case 57: + encode57(in, currentPos, code, out, tmpoutpos); + break; + case 58: + encode58(in, currentPos, code, out, tmpoutpos); + break; + case 59: + encode59(in, currentPos, code, out, tmpoutpos); + break; + case 60: + encode60(in, currentPos, code, out, tmpoutpos); + break; + case 61: + encode61(in, currentPos, code, out, tmpoutpos); + break; + case 62: + encode62(in, currentPos, code, out, tmpoutpos); + break; + case 63: + encode63(in, currentPos, code, out, tmpoutpos); + break; + case 64: + encode64(in, currentPos, code, out, tmpoutpos); + break; + case 65: + encode65(in, currentPos, code, out, tmpoutpos); + break; + case 66: + encode66(in, currentPos, code, out, tmpoutpos); + break; + case 67: + encode67(in, currentPos, code, out, tmpoutpos); + break; + case 68: + encode68(in, currentPos, code, out, tmpoutpos); + break; + case 69: + encode69(in, currentPos, code, out, tmpoutpos); + break; + case 70: + encode70(in, currentPos, code, out, tmpoutpos); + break; + case 71: + encode71(in, currentPos, code, out, tmpoutpos); + break; + case 72: + encode72(in, currentPos, code, out, tmpoutpos); + break; + case 73: + encode73(in, currentPos, code, out, tmpoutpos); + break; + case 74: + encode74(in, currentPos, code, out, tmpoutpos); + break; + case 75: + encode75(in, currentPos, code, out, tmpoutpos); + break; + case 76: + encode76(in, currentPos, code, out, tmpoutpos); + break; + case 77: + encode77(in, currentPos, code, out, tmpoutpos); + break; + case 78: + encode78(in, currentPos, code, out, tmpoutpos); + break; + case 79: + encode79(in, currentPos, code, out, tmpoutpos); + break; + case 80: + encode80(in, currentPos, code, out, tmpoutpos); + break; + default: + throw new RuntimeException("unsupported code"); + }// end switch + tmpoutpos += 2; + currentPos = nextCurrentPos; + } + + outer: while (currentPos < finalin) { + mainloop: for (int selector = 0; selector < 8; selector++) { + int res = 0; + int compressedNum = codeNum[selector]; + if (finalin <= currentPos + compressedNum - 1) + compressedNum = finalin - currentPos; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[currentPos + i])) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } + if (compressedNum != codeNum[selector]) { + res <<= (codeNum[selector] - compressedNum) * b; + } + res |= selector << 28; + out[tmpoutpos++] = res; + + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + inpos.set(currentPos); + outpos.set(tmpoutpos); + } + + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { + int currentPos = outpos.get(); + int tmpinpos = inpos.get(); + final int finalout = currentPos + num; + while (currentPos < finalout - 2 * 28) { + + int val = in[tmpinpos++]; + int valn = in[tmpinpos++]; + int header = val >>> 24; + switch (header) { + case 0: { + decode0(val, valn, out, currentPos); + currentPos+=56; + break; + } + case 1: { + decode1(val, valn, out, currentPos); + currentPos+=42; + break; + } + case 2: { + decode2(val, valn, out, currentPos); + currentPos+=37; + break; + } + case 3: { + decode3(val, valn, out, currentPos); + currentPos+=35; + break; + } + case 4: { + decode4(val, valn, out, currentPos); + currentPos+=33; + break; + } + case 5: { + decode5(val, valn, out, currentPos); + currentPos+=32; + break; + } + case 6: { + decode6(val, valn, out, currentPos); + currentPos+=31; + break; + } + case 7: { + decode7(val, valn, out, currentPos); + currentPos+=30; + break; + } + case 8: { + decode8(val, valn, out, currentPos); + currentPos+=29; + break; + } + case 9: { + decode9(val, valn, out, currentPos); + currentPos+=42; + break; + } + case 10: { + decode10(val, valn, out, currentPos); + currentPos+=28; + break; + } + case 11: { + decode11(val, valn, out, currentPos); + currentPos+=23; + break; + } + case 12: { + decode12(val, valn, out, currentPos); + currentPos+=21; + break; + } + case 13: { + decode13(val, valn, out, currentPos); + currentPos+=19; + break; + } + case 14: { + decode14(val, valn, out, currentPos); + currentPos+=18; + break; + } + case 15: { + decode15(val, valn, out, currentPos); + currentPos+=17; + break; + } + case 16: { + decode16(val, valn, out, currentPos); + currentPos+=16; + break; + } + case 17: { + decode17(val, valn, out, currentPos); + currentPos+=15; + break; + } + case 18: { + decode18(val, valn, out, currentPos); + currentPos+=37; + break; + } + case 19: { + decode19(val, valn, out, currentPos); + currentPos+=23; + break; + } + case 20: { + decode20(val, valn, out, currentPos); + currentPos+=18; + break; + } + case 21: { + decode21(val, valn, out, currentPos); + currentPos+=16; + break; + } + case 22: { + decode22(val, valn, out, currentPos); + currentPos+=14; + break; + } + case 23: { + decode23(val, valn, out, currentPos); + currentPos+=13; + break; + } + case 24: { + decode24(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 25: { + decode25(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 26: { + decode26(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 27: { + decode27(val, valn, out, currentPos); + currentPos+=35; + break; + } + case 28: { + decode28(val, valn, out, currentPos); + currentPos+=21; + break; + } + case 29: { + decode29(val, valn, out, currentPos); + currentPos+=16; + break; + } + + case 30: { + decode30(val, valn, out, currentPos); + currentPos+=14; + break; + } + case 31: { + decode31(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 32: { + decode32(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 33: { + decode33(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 34: { + decode34(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 35: { + decode35(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 36: { + decode36(val, valn, out, currentPos); + currentPos+=33; + break; + } + case 37: { + decode37(val, valn, out, currentPos); + currentPos+=19; + break; + } + case 38: { + decode38(val, valn, out, currentPos); + currentPos+=14; + break; + } + case 39: { + decode39(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 40: { + decode40(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 41: { + decode41(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 42: { + decode42(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 43: { + decode43(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 44: { + decode44(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 45: { + decode45(val, valn, out, currentPos); + currentPos+=32; + break; + } + case 46: { + decode46(val, valn, out, currentPos); + currentPos+=18; + break; + } + case 47: { + decode47(val, valn, out, currentPos); + currentPos+=13; + break; + } + case 48: { + decode48(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 49: { + decode49(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 50: { + decode50(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 51: { + decode51(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 52: { + decode52(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 53: { + decode53(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 54: { + decode54(val, valn, out, currentPos); + currentPos+=31; + break; + } + case 55: { + decode55(val, valn, out, currentPos); + currentPos+=17; + break; + } + case 56: { + decode56(val, valn, out, currentPos); + currentPos+=12; + break; + } + case 57: { + decode57(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 58: { + decode58(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 59: { + decode59(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 60: { + decode60(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 61: { + decode61(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 62: { + decode62(val, valn, out, currentPos); + currentPos+=4; + break; + } + case 63: { + decode63(val, valn, out, currentPos); + currentPos+=30; + break; + } + case 64: { + decode64(val, valn, out, currentPos); + currentPos+=16; + break; + } + case 65: { + decode65(val, valn, out, currentPos); + currentPos+=11; + break; + } + case 66: { + decode66(val, valn, out, currentPos); + currentPos+=9; + break; + } + case 67: { + decode67(val, valn, out, currentPos); + currentPos+=7; + break; + } + case 68: { + decode68(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 69: { + decode69(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 70: { + decode70(val, valn, out, currentPos); + currentPos+=4; + break; + } + case 71: { + decode71(val, valn, out, currentPos); + currentPos+=3; + break; + } + case 72: { + decode72(val, valn, out, currentPos); + currentPos+=29; + break; + } + case 73: { + decode73(val, valn, out, currentPos); + currentPos+=15; + break; + } + case 74: { + decode74(val, valn, out, currentPos); + currentPos+=10; + break; + } + case 75: { + decode75(val, valn, out, currentPos); + currentPos+=8; + break; + } + case 76: { + decode76(val, valn, out, currentPos); + currentPos+=6; + break; + } + case 77: { + decode77(val, valn, out, currentPos); + currentPos+=5; + break; + } + case 78: { + decode78(val, valn, out, currentPos); + currentPos+=4; + break; + } + case 79: { + decode79(val, valn, out, currentPos); + currentPos+=3; + break; + } + case 80: { + decode80(val, valn, out, currentPos); + currentPos+=2; + break; + } + default: + throw new RuntimeException("Wrong code: " + header); + }// end switch + } // end while + + while (currentPos < finalout) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + final int howmany = finalout - currentPos < 28 ? finalout - currentPos : 28; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (k + 4)) >>> 31; + } + break; + } + case 1: { // number : 14, bitwidth : 2 + final int howmany = finalout - currentPos < 14 ? finalout - currentPos : 14; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (2 * k + 4)) >>> 30; + } + break; + } + case 2: { // number : 9, bitwidth : 3 + final int howmany = finalout - currentPos < 9 ? finalout - currentPos : 9; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (3 * k + 5)) >>> 29; + } + break; + } + case 3: { // number : 7, bitwidth : 4 + final int howmany = finalout - currentPos < 7 ? finalout - currentPos : 7; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (4 * k + 4)) >>> 28; + } + break; + } + case 4: { // number : 5, bitwidth : 5 + final int howmany = finalout - currentPos < 5 ? finalout - currentPos : 5; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (5 * k + 7)) >>> 27; + } + break; + } + case 5: { // number : 4, bitwidth : 7 + final int howmany = finalout - currentPos < 4 ? finalout - currentPos : 4; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (7 * k + 4)) >>> 25; + } + break; + } + case 6: { // number : 3, bitwidth : 9 + final int howmany = finalout - currentPos < 3 ? finalout - currentPos : 3; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (9 * k + 5)) >>> 23; + } + break; + } + case 7: { // number : 2, bitwidth : 14 + final int howmany = finalout - currentPos < 2 ? finalout - currentPos : 2; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (14 * k + 4)) >>> 18; + } + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen"); + } + } + } + + outpos.set(finalout); + inpos.set(tmpinpos); + + } } \ No newline at end of file diff --git a/src/main/java/me/lemire/integercompression/S16.java b/src/main/java/me/lemire/integercompression/S16.java index 08ffbc4..e40522d 100644 --- a/src/main/java/me/lemire/integercompression/S16.java +++ b/src/main/java/me/lemire/integercompression/S16.java @@ -15,191 +15,191 @@ */ public final class S16 { - /** - * Compress an integer array using Simple16 - * - * - * @param in - * array to compress - * @param currentPos - * where to start reading - * @param inlength - * how many integers to read - * @param out - * output array - * @param tmpoutpos - * location in the output array - * @return the number of 32-bit words written (in compressed form) - */ - public static int compress(final int[] in, int currentPos, int inlength, final int out[], final int tmpoutpos) { - int outpos = tmpoutpos; - final int finalin = currentPos + inlength; - while (currentPos < finalin) { - int inoffset = compressblock(out, outpos++, in, currentPos, inlength); - if (inoffset == -1) - throw new RuntimeException("Too big a number"); - currentPos += inoffset; - inlength -= inoffset; - } - return outpos - tmpoutpos; - } - - /** - * Estimate size of the compressed output. - * - * @param in - * array to compress - * @param currentPos - * where to start reading - * @param inlength - * how many integers to read - * @return estimated size of the output (in 32-bit integers) - */ - public static int estimatecompress(final int[] in, int currentPos, int inlength) { - final int finalin = currentPos + inlength; - int counter = 0; - while (currentPos < finalin) { - int inoffset = fakecompressblock(in, currentPos, inlength); - if (inoffset == -1) - throw new RuntimeException("Too big a number"); - currentPos += inoffset; - inlength -= inoffset; - ++counter; - } - return counter; - } - - /** - * Compress an integer array using Simple16 - * - * @param out - * the compressed output - * @param outOffset - * the offset of the output in the number of integers - * @param in - * the integer input array - * @param inOffset - * the offset of the input in the number of integers - * @param n - * the number of elements to be compressed - * @return the size of the outputs in 32-bit integers - * - */ - public static final int compressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { - int numIdx, j, num, bits; - for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { - out[outOffset] = numIdx << S16_BITSSIZE; - num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; - - for (j = 0, bits = 0; (j < num) && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { - out[outOffset] |= (in[inOffset + j] << bits); - bits += S16_BITS[numIdx][j]; - j++; - } - - if (j == num) { - return num; - } - } - - return -1; - } - - private static final int fakecompressblock(int[] in, int inOffset, int n) { - int numIdx, j, num; - for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { - num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; - - for (j = 0; (j < num) && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { - j++; - } - - if (j == num) { - return num; - } - } - - return -1; - } - - /** - * Decompress an integer array using Simple16 - * - * @param out - * the decompressed output - * @param outOffset - * the offset of the output in the number of integers - * @param in - * the compressed input array - * @param inOffset - * the offset of the input in the number of integers - * @param n - * the number of elements to be compressed - * @return the number of processed integers - */ - public static final int decompressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { - int numIdx, j = 0, bits = 0; - numIdx = in[inOffset] >>> S16_BITSSIZE; - int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; - for (j = 0, bits = 0; j < num; j++) { - out[outOffset + j] = (in[inOffset] >>> bits) & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); - bits += S16_BITS[numIdx][j]; - } - return num; - } - - /** - * Uncompressed data from an input array into an output array - * - * @param in - * input array (in compressed form) - * @param tmpinpos - * starting location in the compressed input array - * @param inlength - * how much data we wish the read (in 32-bit words) - * @param out - * output array (in decompressed form) - * @param currentPos - * current position in the output array - * @param outlength - * available data in the output array - */ - public static void uncompress(final int[] in, int tmpinpos, final int inlength, final int[] out, int currentPos, - int outlength) { - final int finalpos = tmpinpos + inlength; - while (tmpinpos < finalpos) { - final int howmany = decompressblock(out, currentPos, in, tmpinpos, outlength); - outlength -= howmany; - currentPos += howmany; - tmpinpos += 1; - } - - } - - private static int[][] shiftme(int[][] x) { - int[][] answer = new int[x.length][]; - for (int k = 0; k < x.length; ++k) { - answer[k] = new int[x[k].length]; - for (int z = 0; z < answer[k].length; ++z) - answer[k][z] = 1 << x[k][z]; - } - return answer; - } - - private static final int S16_NUMSIZE = 16; - private static final int S16_BITSSIZE = 28; - // the possible number of bits used to represent one integer - private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, 6, 5, 5, 4, 3, 2, 1 }; - // the corresponding number of elements for each value of the number of - // bits - private static final int[][] S16_BITS = { - { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, - { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, - { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, - { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, - { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, - { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, - { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; - private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); + /** + * Compress an integer array using Simple16 + * + * + * @param in + * array to compress + * @param currentPos + * where to start reading + * @param inlength + * how many integers to read + * @param out + * output array + * @param tmpoutpos + * location in the output array + * @return the number of 32-bit words written (in compressed form) + */ + public static int compress(final int[] in, int currentPos, int inlength, final int out[], final int tmpoutpos) { + int outpos = tmpoutpos; + final int finalin = currentPos + inlength; + while (currentPos < finalin) { + int inoffset = compressblock(out, outpos++, in, currentPos, inlength); + if (inoffset == -1) + throw new RuntimeException("Too big a number"); + currentPos += inoffset; + inlength -= inoffset; + } + return outpos - tmpoutpos; + } + + /** + * Estimate size of the compressed output. + * + * @param in + * array to compress + * @param currentPos + * where to start reading + * @param inlength + * how many integers to read + * @return estimated size of the output (in 32-bit integers) + */ + public static int estimatecompress(final int[] in, int currentPos, int inlength) { + final int finalin = currentPos + inlength; + int counter = 0; + while (currentPos < finalin) { + int inoffset = fakecompressblock(in, currentPos, inlength); + if (inoffset == -1) + throw new RuntimeException("Too big a number"); + currentPos += inoffset; + inlength -= inoffset; + ++counter; + } + return counter; + } + + /** + * Compress an integer array using Simple16 + * + * @param out + * the compressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the integer input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the size of the outputs in 32-bit integers + * + */ + public static final int compressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { + int numIdx, j, num, bits; + for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { + out[outOffset] = numIdx << S16_BITSSIZE; + num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; + + for (j = 0, bits = 0; (j < num) && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { + out[outOffset] |= (in[inOffset + j] << bits); + bits += S16_BITS[numIdx][j]; + j++; + } + + if (j == num) { + return num; + } + } + + return -1; + } + + private static final int fakecompressblock(int[] in, int inOffset, int n) { + int numIdx, j, num; + for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { + num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; + + for (j = 0; (j < num) && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { + j++; + } + + if (j == num) { + return num; + } + } + + return -1; + } + + /** + * Decompress an integer array using Simple16 + * + * @param out + * the decompressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the compressed input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the number of processed integers + */ + public static final int decompressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { + int numIdx, j = 0, bits = 0; + numIdx = in[inOffset] >>> S16_BITSSIZE; + int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; + for (j = 0, bits = 0; j < num; j++) { + out[outOffset + j] = (in[inOffset] >>> bits) & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); + bits += S16_BITS[numIdx][j]; + } + return num; + } + + /** + * Uncompressed data from an input array into an output array + * + * @param in + * input array (in compressed form) + * @param tmpinpos + * starting location in the compressed input array + * @param inlength + * how much data we wish the read (in 32-bit words) + * @param out + * output array (in decompressed form) + * @param currentPos + * current position in the output array + * @param outlength + * available data in the output array + */ + public static void uncompress(final int[] in, int tmpinpos, final int inlength, final int[] out, int currentPos, + int outlength) { + final int finalpos = tmpinpos + inlength; + while (tmpinpos < finalpos) { + final int howmany = decompressblock(out, currentPos, in, tmpinpos, outlength); + outlength -= howmany; + currentPos += howmany; + tmpinpos += 1; + } + + } + + private static int[][] shiftme(int[][] x) { + int[][] answer = new int[x.length][]; + for (int k = 0; k < x.length; ++k) { + answer[k] = new int[x[k].length]; + for (int z = 0; z < answer[k].length; ++z) + answer[k][z] = 1 << x[k][z]; + } + return answer; + } + + private static final int S16_NUMSIZE = 16; + private static final int S16_BITSSIZE = 28; + // the possible number of bits used to represent one integer + private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, 6, 5, 5, 4, 3, 2, 1 }; + // the corresponding number of elements for each value of the number of + // bits + private static final int[][] S16_BITS = { + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, + { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, + { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, + { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, + { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; + private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); } diff --git a/src/main/java/me/lemire/integercompression/S9.java b/src/main/java/me/lemire/integercompression/S9.java index 2180e5a..7e03e42 100644 --- a/src/main/java/me/lemire/integercompression/S9.java +++ b/src/main/java/me/lemire/integercompression/S9.java @@ -17,187 +17,187 @@ public final class S9 { - /** - * Estimate size of the compressed output. - * - * @param in - * array to compress - * @param currentPos - * where to start reading - * @param inlength - * how many integers to read - * @return estimated size of the output (in 32-bit integers) - */ - public static int estimatecompress(int[] in, int currentPos, int inlength) { - int tmpoutpos = 0; - int finalpos = currentPos + inlength; - outer: while (currentPos < finalpos) { - mainloop: for (int selector = 0; selector < 8; selector++) { + /** + * Estimate size of the compressed output. + * + * @param in + * array to compress + * @param currentPos + * where to start reading + * @param inlength + * how many integers to read + * @return estimated size of the output (in 32-bit integers) + */ + public static int estimatecompress(int[] in, int currentPos, int inlength) { + int tmpoutpos = 0; + int finalpos = currentPos + inlength; + outer: while (currentPos < finalpos) { + mainloop: for (int selector = 0; selector < 8; selector++) { - int compressedNum = codeNum[selector]; - if (finalpos <= currentPos + compressedNum - 1) - compressedNum = finalpos - currentPos; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) - if (Util.smallerorequalthan(max , in[currentPos + i])) - continue mainloop; - currentPos += compressedNum; - ++tmpoutpos; - continue outer; - } - final int selector = 8; - if (in[currentPos] >= 1 << bitLength[selector]) - throw new RuntimeException("Too big a number"); - tmpoutpos++; - currentPos++; + int compressedNum = codeNum[selector]; + if (finalpos <= currentPos + compressedNum - 1) + compressedNum = finalpos - currentPos; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) + if (Util.smallerorequalthan(max , in[currentPos + i])) + continue mainloop; + currentPos += compressedNum; + ++tmpoutpos; + continue outer; + } + final int selector = 8; + if (in[currentPos] >= 1 << bitLength[selector]) + throw new RuntimeException("Too big a number"); + tmpoutpos++; + currentPos++; - } - return tmpoutpos; - } + } + return tmpoutpos; + } - /** - * Compress an integer array using Simple9 - * - * - * @param in - * array to compress - * @param currentPos - * where to start reading - * @param inlength - * how many integers to read - * @param out - * output array - * @param tmpoutpos - * location in the output array - * @return the number of 32-bit words written (in compressed form) - */ - public static int compress(int[] in, int currentPos, int inlength, int out[], int tmpoutpos) { - int origtmpoutpos = tmpoutpos; - int finalpos = currentPos + inlength; - outer: while (currentPos < finalpos) { - mainloop: for (int selector = 0; selector < 8; selector++) { - int res = 0; - int compressedNum = codeNum[selector]; - if (finalpos <= currentPos + compressedNum - 1) - compressedNum = finalpos - currentPos; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (Util.smallerorequalthan(max, in[currentPos + i])) - continue mainloop; - res = (res << b) + in[currentPos + i]; - } - if (compressedNum != codeNum[selector]) - res <<= (codeNum[selector] - compressedNum) * b; - res |= selector << 28; - out[tmpoutpos++] = res; - currentPos += compressedNum; - continue outer; - } - final int selector = 8; - if (in[currentPos] >= 1 << bitLength[selector]) - throw new RuntimeException("Too big a number"); - out[tmpoutpos++] = in[currentPos++] | (selector << 28); - } - return tmpoutpos - origtmpoutpos; - } + /** + * Compress an integer array using Simple9 + * + * + * @param in + * array to compress + * @param currentPos + * where to start reading + * @param inlength + * how many integers to read + * @param out + * output array + * @param tmpoutpos + * location in the output array + * @return the number of 32-bit words written (in compressed form) + */ + public static int compress(int[] in, int currentPos, int inlength, int out[], int tmpoutpos) { + int origtmpoutpos = tmpoutpos; + int finalpos = currentPos + inlength; + outer: while (currentPos < finalpos) { + mainloop: for (int selector = 0; selector < 8; selector++) { + int res = 0; + int compressedNum = codeNum[selector]; + if (finalpos <= currentPos + compressedNum - 1) + compressedNum = finalpos - currentPos; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (Util.smallerorequalthan(max, in[currentPos + i])) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } + if (compressedNum != codeNum[selector]) + res <<= (codeNum[selector] - compressedNum) * b; + res |= selector << 28; + out[tmpoutpos++] = res; + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + if (in[currentPos] >= 1 << bitLength[selector]) + throw new RuntimeException("Too big a number"); + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + return tmpoutpos - origtmpoutpos; + } - /** - * Uncompressed data from an input array into an output array - * - * @param in - * input array (in compressed form) - * @param tmpinpos - * starting location in the compressed input array - * @param inlength - * how much data we wish the read (in 32-bit words) - * @param out - * output array (in decompressed form) - * @param currentPos - * current position in the output array - * @param outlength - * available data in the output array - */ - public static void uncompress(int[] in, int tmpinpos, int inlength, int[] out, int currentPos, int outlength) { - int finallength = currentPos + outlength; + /** + * Uncompressed data from an input array into an output array + * + * @param in + * input array (in compressed form) + * @param tmpinpos + * starting location in the compressed input array + * @param inlength + * how much data we wish the read (in 32-bit words) + * @param out + * output array (in decompressed form) + * @param currentPos + * current position in the output array + * @param outlength + * available data in the output array + */ + public static void uncompress(int[] in, int tmpinpos, int inlength, int[] out, int currentPos, int outlength) { + int finallength = currentPos + outlength; - while (currentPos < finallength) { - int val = in[tmpinpos++]; - int header = val >>> 28; - switch (header) { - case 0: { // number : 28, bitwidth : 1 - final int howmany = finallength - currentPos < 28 ? finallength - currentPos : 28; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (k + 4)) >>> 31; - } - break; - } - case 1: { // number : 14, bitwidth : 2 - final int howmany = finallength - currentPos < 14 ? finallength - currentPos : 14; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (2 * k + 4)) >>> 30; - } - break; - } - case 2: { // number : 9, bitwidth : 3 - final int howmany = finallength - currentPos < 9 ? finallength - currentPos : 9; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (3 * k + 5)) >>> 29; - } - break; - } - case 3: { // number : 7, bitwidth : 4 - final int howmany = finallength - currentPos < 7 ? finallength - currentPos : 7; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (4 * k + 4)) >>> 28; - } - break; - } - case 4: { // number : 5, bitwidth : 5 - final int howmany = finallength - currentPos < 5 ? finallength - currentPos : 5; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (5 * k + 7)) >>> 27; - } - break; - } - case 5: { // number : 4, bitwidth : 7 - final int howmany = finallength - currentPos < 4 ? finallength - currentPos : 4; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (7 * k + 4)) >>> 25; - } - break; - } - case 6: { // number : 3, bitwidth : 9 - final int howmany = finallength - currentPos < 3 ? finallength - currentPos : 3; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (9 * k + 5)) >>> 23; - } - break; - } - case 7: { // number : 2, bitwidth : 14 - final int howmany = finallength - currentPos < 2 ? finallength - currentPos : 2; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (14 * k + 4)) >>> 18; - } - break; - } - case 8: { // number : 1, bitwidth : 28 - out[currentPos++] = (val << 4) >>> 4; - break; - } - default: { - throw new RuntimeException("shouldn't happen"); - } - } - } + while (currentPos < finallength) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + final int howmany = finallength - currentPos < 28 ? finallength - currentPos : 28; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (k + 4)) >>> 31; + } + break; + } + case 1: { // number : 14, bitwidth : 2 + final int howmany = finallength - currentPos < 14 ? finallength - currentPos : 14; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (2 * k + 4)) >>> 30; + } + break; + } + case 2: { // number : 9, bitwidth : 3 + final int howmany = finallength - currentPos < 9 ? finallength - currentPos : 9; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (3 * k + 5)) >>> 29; + } + break; + } + case 3: { // number : 7, bitwidth : 4 + final int howmany = finallength - currentPos < 7 ? finallength - currentPos : 7; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (4 * k + 4)) >>> 28; + } + break; + } + case 4: { // number : 5, bitwidth : 5 + final int howmany = finallength - currentPos < 5 ? finallength - currentPos : 5; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (5 * k + 7)) >>> 27; + } + break; + } + case 5: { // number : 4, bitwidth : 7 + final int howmany = finallength - currentPos < 4 ? finallength - currentPos : 4; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (7 * k + 4)) >>> 25; + } + break; + } + case 6: { // number : 3, bitwidth : 9 + final int howmany = finallength - currentPos < 3 ? finallength - currentPos : 3; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (9 * k + 5)) >>> 23; + } + break; + } + case 7: { // number : 2, bitwidth : 14 + final int howmany = finallength - currentPos < 2 ? finallength - currentPos : 2; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (14 * k + 4)) >>> 18; + } + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen"); + } + } + } - } + } - private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; + private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; - private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; + private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; } diff --git a/src/main/java/me/lemire/integercompression/Simple16.java b/src/main/java/me/lemire/integercompression/Simple16.java index e0f9d5a..cdc7308 100644 --- a/src/main/java/me/lemire/integercompression/Simple16.java +++ b/src/main/java/me/lemire/integercompression/Simple16.java @@ -13,173 +13,173 @@ */ public final class Simple16 implements IntegerCODEC, SkippableIntegerCODEC { - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { - int i_inpos = inpos.get(); - int i_outpos = outpos.get(); - final int finalin = i_inpos + inlength; - while (i_inpos < finalin) { - int inoffset = compressblock(out, i_outpos++, in, i_inpos, inlength); - if (inoffset == -1) - throw new RuntimeException("Too big a number"); - i_inpos += inoffset; - inlength -= inoffset; - } - inpos.set(i_inpos); - outpos.set(i_outpos); - } - - /** - * Compress an integer array using Simple16 - * - * @param out - * the compressed output - * @param outOffset - * the offset of the output in the number of integers - * @param in - * the integer input array - * @param inOffset - * the offset of the input in the number of integers - * @param n - * the number of elements to be compressed - * @return the number of compressed integers - */ - public static final int compressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { - int numIdx, j, num, bits; - for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { - out[outOffset] = numIdx << S16_BITSSIZE; - num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; - - for (j = 0, bits = 0; (j < num) && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { - out[outOffset] |= (in[inOffset + j] << bits); - bits += S16_BITS[numIdx][j]; - j++; - } - - if (j == num) { - return num; - } - } - - return -1; - } - - /** - * Decompress an integer array using Simple16 - * - * @param out - * the decompressed output - * @param outOffset - * the offset of the output in the number of integers - * @param in - * the compressed input array - * @param inOffset - * the offset of the input in the number of integers - * @param n - * the number of elements to be compressed - * @return the number of processed integers - */ - public static final int decompressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { - int numIdx, j = 0, bits = 0; - numIdx = in[inOffset] >>> S16_BITSSIZE; - int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; - for (j = 0, bits = 0; j < num; j++) { - out[outOffset + j] = (in[inOffset] >>> bits) & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); - bits += S16_BITS[numIdx][j]; - } - return num; - } - - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { - int i_inpos = inpos.get(); - int i_outpos = outpos.get(); - while (num > 0) { - final int howmany = decompressblock(out, i_outpos, in, i_inpos, num); - num -= howmany; - i_outpos += howmany; - i_inpos++; - } - inpos.set(i_inpos); - outpos.set(i_outpos); - } - - /** - * Uncompress data from an array to another array. - * - * Both inpos and outpos parameters are modified to indicate new positions - * after read/write. - * - * @param in - * array containing data in compressed form - * @param tmpinpos - * where to start reading in the array - * @param inlength - * length of the compressed data (ignored by some schemes) - * @param out - * array where to write the compressed output - * @param currentPos - * where to write the compressed output in out - * @param outlength - * number of integers we want to decode - */ - public static void uncompress(int[] in, int tmpinpos, int inlength, int[] out, int currentPos, int outlength) { - final int finalpos = tmpinpos + inlength; - while (tmpinpos < finalpos) { - final int howmany = decompressblock(out, currentPos, in, tmpinpos, outlength); - outlength -= howmany; - currentPos += howmany; - tmpinpos += 1; - } - - } - - private static int[][] shiftme(int[][] x) { - int[][] answer = new int[x.length][]; - for (int k = 0; k < x.length; ++k) { - answer[k] = new int[x[k].length]; - for (int z = 0; z < answer[k].length; ++z) - answer[k][z] = 1 << x[k][z]; - } - return answer; - } - - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - out[outpos.get()] = inlength; - outpos.increment(); - headlessCompress(in, inpos, inlength, out, outpos); - } - - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - final int outlength = in[inpos.get()]; - inpos.increment(); - headlessUncompress(in, inpos, inlength, out, outpos, outlength); - - } - - @Override - public String toString() { - return this.getClass().getSimpleName(); - } - - private static final int S16_NUMSIZE = 16; - private static final int S16_BITSSIZE = 28; - // the possible number of bits used to represent one integer - private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, 6, 5, 5, 4, 3, 2, 1 }; - // the corresponding number of elements for each value of the number of bits - private static final int[][] S16_BITS = { - { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, - { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, - { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, - { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, - { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, - { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, - { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; - private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { + int i_inpos = inpos.get(); + int i_outpos = outpos.get(); + final int finalin = i_inpos + inlength; + while (i_inpos < finalin) { + int inoffset = compressblock(out, i_outpos++, in, i_inpos, inlength); + if (inoffset == -1) + throw new RuntimeException("Too big a number"); + i_inpos += inoffset; + inlength -= inoffset; + } + inpos.set(i_inpos); + outpos.set(i_outpos); + } + + /** + * Compress an integer array using Simple16 + * + * @param out + * the compressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the integer input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the number of compressed integers + */ + public static final int compressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { + int numIdx, j, num, bits; + for (numIdx = 0; numIdx < S16_NUMSIZE; numIdx++) { + out[outOffset] = numIdx << S16_BITSSIZE; + num = (S16_NUM[numIdx] < n) ? S16_NUM[numIdx] : n; + + for (j = 0, bits = 0; (j < num) && (in[inOffset + j] < SHIFTED_S16_BITS[numIdx][j]);) { + out[outOffset] |= (in[inOffset + j] << bits); + bits += S16_BITS[numIdx][j]; + j++; + } + + if (j == num) { + return num; + } + } + + return -1; + } + + /** + * Decompress an integer array using Simple16 + * + * @param out + * the decompressed output + * @param outOffset + * the offset of the output in the number of integers + * @param in + * the compressed input array + * @param inOffset + * the offset of the input in the number of integers + * @param n + * the number of elements to be compressed + * @return the number of processed integers + */ + public static final int decompressblock(int[] out, int outOffset, int[] in, int inOffset, int n) { + int numIdx, j = 0, bits = 0; + numIdx = in[inOffset] >>> S16_BITSSIZE; + int num = S16_NUM[numIdx] < n ? S16_NUM[numIdx] : n; + for (j = 0, bits = 0; j < num; j++) { + out[outOffset + j] = (in[inOffset] >>> bits) & (0xffffffff >>> (32 - S16_BITS[numIdx][j])); + bits += S16_BITS[numIdx][j]; + } + return num; + } + + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { + int i_inpos = inpos.get(); + int i_outpos = outpos.get(); + while (num > 0) { + final int howmany = decompressblock(out, i_outpos, in, i_inpos, num); + num -= howmany; + i_outpos += howmany; + i_inpos++; + } + inpos.set(i_inpos); + outpos.set(i_outpos); + } + + /** + * Uncompress data from an array to another array. + * + * Both inpos and outpos parameters are modified to indicate new positions + * after read/write. + * + * @param in + * array containing data in compressed form + * @param tmpinpos + * where to start reading in the array + * @param inlength + * length of the compressed data (ignored by some schemes) + * @param out + * array where to write the compressed output + * @param currentPos + * where to write the compressed output in out + * @param outlength + * number of integers we want to decode + */ + public static void uncompress(int[] in, int tmpinpos, int inlength, int[] out, int currentPos, int outlength) { + final int finalpos = tmpinpos + inlength; + while (tmpinpos < finalpos) { + final int howmany = decompressblock(out, currentPos, in, tmpinpos, outlength); + outlength -= howmany; + currentPos += howmany; + tmpinpos += 1; + } + + } + + private static int[][] shiftme(int[][] x) { + int[][] answer = new int[x.length][]; + for (int k = 0; k < x.length; ++k) { + answer[k] = new int[x[k].length]; + for (int z = 0; z < answer[k].length; ++z) + answer[k][z] = 1 << x[k][z]; + } + return answer; + } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + + } + + @Override + public String toString() { + return this.getClass().getSimpleName(); + } + + private static final int S16_NUMSIZE = 16; + private static final int S16_BITSSIZE = 28; + // the possible number of bits used to represent one integer + private static final int[] S16_NUM = { 28, 21, 21, 21, 14, 9, 8, 7, 6, 6, 5, 5, 4, 3, 2, 1 }; + // the corresponding number of elements for each value of the number of bits + private static final int[][] S16_BITS = { + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, + { 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1 }, + { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2 }, + { 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 }, { 4, 3, 3, 3, 3, 3, 3, 3, 3 }, { 3, 4, 4, 4, 4, 3, 3, 3 }, + { 4, 4, 4, 4, 4, 4, 4 }, { 5, 5, 5, 5, 4, 4 }, { 4, 4, 5, 5, 5, 5 }, { 6, 6, 6, 5, 5 }, { 5, 5, 6, 6, 6 }, + { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; + private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); } \ No newline at end of file diff --git a/src/main/java/me/lemire/integercompression/Simple9.java b/src/main/java/me/lemire/integercompression/Simple9.java index 032489d..4864756 100644 --- a/src/main/java/me/lemire/integercompression/Simple9.java +++ b/src/main/java/me/lemire/integercompression/Simple9.java @@ -20,280 +20,280 @@ public final class Simple9 implements IntegerCODEC, SkippableIntegerCODEC { - @Override - public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { - int tmpoutpos = outpos.get(); - int currentPos = inpos.get(); - final int finalin = currentPos + inlength; - outer: while (currentPos < finalin - 28) { - mainloop: for (int selector = 0; selector < 8; selector++) { + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int out[], IntWrapper outpos) { + int tmpoutpos = outpos.get(); + int currentPos = inpos.get(); + final int finalin = currentPos + inlength; + outer: while (currentPos < finalin - 28) { + mainloop: for (int selector = 0; selector < 8; selector++) { - int res = 0; - int compressedNum = codeNum[selector]; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (max <= in[currentPos + i]) - continue mainloop; - res = (res << b) + in[currentPos + i]; - } - res |= selector << 28; - out[tmpoutpos++] = res; - currentPos += compressedNum; - continue outer; - } - final int selector = 8; - if (in[currentPos] >= 1 << bitLength[selector]) - throw new RuntimeException("Too big a number"); - out[tmpoutpos++] = in[currentPos++] | (selector << 28); - } - outer: while (currentPos < finalin) { - mainloop: for (int selector = 0; selector < 8; selector++) { - int res = 0; - int compressedNum = codeNum[selector]; - if (finalin <= currentPos + compressedNum - 1) - compressedNum = finalin - currentPos; - int b = bitLength[selector]; - int max = 1 << b; - int i = 0; - for (; i < compressedNum; i++) { - if (max <= in[currentPos + i]) - continue mainloop; - res = (res << b) + in[currentPos + i]; - } + int res = 0; + int compressedNum = codeNum[selector]; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (max <= in[currentPos + i]) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } + res |= selector << 28; + out[tmpoutpos++] = res; + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + if (in[currentPos] >= 1 << bitLength[selector]) + throw new RuntimeException("Too big a number"); + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + outer: while (currentPos < finalin) { + mainloop: for (int selector = 0; selector < 8; selector++) { + int res = 0; + int compressedNum = codeNum[selector]; + if (finalin <= currentPos + compressedNum - 1) + compressedNum = finalin - currentPos; + int b = bitLength[selector]; + int max = 1 << b; + int i = 0; + for (; i < compressedNum; i++) { + if (max <= in[currentPos + i]) + continue mainloop; + res = (res << b) + in[currentPos + i]; + } - if (compressedNum != codeNum[selector]) - res <<= (codeNum[selector] - compressedNum) * b; - res |= selector << 28; - out[tmpoutpos++] = res; - currentPos += compressedNum; - continue outer; - } - final int selector = 8; - if (in[currentPos] >= 1 << bitLength[selector]) - throw new RuntimeException("Too big a number"); - out[tmpoutpos++] = in[currentPos++] | (selector << 28); - } - inpos.set(currentPos); - outpos.set(tmpoutpos); - } + if (compressedNum != codeNum[selector]) + res <<= (codeNum[selector] - compressedNum) * b; + res |= selector << 28; + out[tmpoutpos++] = res; + currentPos += compressedNum; + continue outer; + } + final int selector = 8; + if (in[currentPos] >= 1 << bitLength[selector]) + throw new RuntimeException("Too big a number"); + out[tmpoutpos++] = in[currentPos++] | (selector << 28); + } + inpos.set(currentPos); + outpos.set(tmpoutpos); + } - @Override - public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, - int outlength) { - int currentPos = outpos.get(); - int tmpinpos = inpos.get(); - final int finalout = currentPos + outlength; - while (currentPos < finalout - 28) { - int val = in[tmpinpos++]; - int header = val >>> 28; - switch (header) { - case 0: { // number : 28, bitwidth : 1 - out[currentPos++] = (val << 4) >>> 31; - out[currentPos++] = (val << 5) >>> 31; - out[currentPos++] = (val << 6) >>> 31; - out[currentPos++] = (val << 7) >>> 31; - out[currentPos++] = (val << 8) >>> 31; - out[currentPos++] = (val << 9) >>> 31; - out[currentPos++] = (val << 10) >>> 31; - out[currentPos++] = (val << 11) >>> 31; - out[currentPos++] = (val << 12) >>> 31; - out[currentPos++] = (val << 13) >>> 31; // 10 - out[currentPos++] = (val << 14) >>> 31; - out[currentPos++] = (val << 15) >>> 31; - out[currentPos++] = (val << 16) >>> 31; - out[currentPos++] = (val << 17) >>> 31; - out[currentPos++] = (val << 18) >>> 31; - out[currentPos++] = (val << 19) >>> 31; - out[currentPos++] = (val << 20) >>> 31; - out[currentPos++] = (val << 21) >>> 31; - out[currentPos++] = (val << 22) >>> 31; - out[currentPos++] = (val << 23) >>> 31; // 20 - out[currentPos++] = (val << 24) >>> 31; - out[currentPos++] = (val << 25) >>> 31; - out[currentPos++] = (val << 26) >>> 31; - out[currentPos++] = (val << 27) >>> 31; - out[currentPos++] = (val << 28) >>> 31; - out[currentPos++] = (val << 29) >>> 31; - out[currentPos++] = (val << 30) >>> 31; - out[currentPos++] = (val << 31) >>> 31; - break; - } - case 1: { // number : 14, bitwidth : 2 - out[currentPos++] = (val << 4) >>> 30; - out[currentPos++] = (val << 6) >>> 30; - out[currentPos++] = (val << 8) >>> 30; - out[currentPos++] = (val << 10) >>> 30; - out[currentPos++] = (val << 12) >>> 30; - out[currentPos++] = (val << 14) >>> 30; - out[currentPos++] = (val << 16) >>> 30; - out[currentPos++] = (val << 18) >>> 30; - out[currentPos++] = (val << 20) >>> 30; - out[currentPos++] = (val << 22) >>> 30; // 10 - out[currentPos++] = (val << 24) >>> 30; - out[currentPos++] = (val << 26) >>> 30; - out[currentPos++] = (val << 28) >>> 30; - out[currentPos++] = (val << 30) >>> 30; - break; - } - case 2: { // number : 9, bitwidth : 3 - out[currentPos++] = (val << 5) >>> 29; - out[currentPos++] = (val << 8) >>> 29; - out[currentPos++] = (val << 11) >>> 29; - out[currentPos++] = (val << 14) >>> 29; - out[currentPos++] = (val << 17) >>> 29; - out[currentPos++] = (val << 20) >>> 29; - out[currentPos++] = (val << 23) >>> 29; - out[currentPos++] = (val << 26) >>> 29; - out[currentPos++] = (val << 29) >>> 29; - break; - } - case 3: { // number : 7, bitwidth : 4 - out[currentPos++] = (val << 4) >>> 28; - out[currentPos++] = (val << 8) >>> 28; - out[currentPos++] = (val << 12) >>> 28; - out[currentPos++] = (val << 16) >>> 28; - out[currentPos++] = (val << 20) >>> 28; - out[currentPos++] = (val << 24) >>> 28; - out[currentPos++] = (val << 28) >>> 28; - break; - } - case 4: { // number : 5, bitwidth : 5 - out[currentPos++] = (val << 7) >>> 27; - out[currentPos++] = (val << 12) >>> 27; - out[currentPos++] = (val << 17) >>> 27; - out[currentPos++] = (val << 22) >>> 27; - out[currentPos++] = (val << 27) >>> 27; - break; - } - case 5: { // number : 4, bitwidth : 7 - out[currentPos++] = (val << 4) >>> 25; - out[currentPos++] = (val << 11) >>> 25; - out[currentPos++] = (val << 18) >>> 25; - out[currentPos++] = (val << 25) >>> 25; - break; - } - case 6: { // number : 3, bitwidth : 9 - out[currentPos++] = (val << 5) >>> 23; - out[currentPos++] = (val << 14) >>> 23; - out[currentPos++] = (val << 23) >>> 23; - break; - } - case 7: { // number : 2, bitwidth : 14 - out[currentPos++] = (val << 4) >>> 18; - out[currentPos++] = (val << 18) >>> 18; - break; - } - case 8: { // number : 1, bitwidth : 28 - out[currentPos++] = (val << 4) >>> 4; - break; - } - default: { - throw new RuntimeException("shouldn't happen: limited to 28-bit integers"); - } - } - } - while (currentPos < finalout) { - int val = in[tmpinpos++]; - int header = val >>> 28; - switch (header) { - case 0: { // number : 28, bitwidth : 1 - final int howmany = finalout - currentPos; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (k + 4)) >>> 31; - } - break; - } - case 1: { // number : 14, bitwidth : 2 - final int howmany = finalout - currentPos < 14 ? finalout - currentPos : 14; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (2 * k + 4)) >>> 30; - } - break; - } - case 2: { // number : 9, bitwidth : 3 - final int howmany = finalout - currentPos < 9 ? finalout - currentPos : 9; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (3 * k + 5)) >>> 29; - } - break; - } - case 3: { // number : 7, bitwidth : 4 - final int howmany = finalout - currentPos < 7 ? finalout - currentPos : 7; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (4 * k + 4)) >>> 28; - } - break; - } - case 4: { // number : 5, bitwidth : 5 - final int howmany = finalout - currentPos < 5 ? finalout - currentPos : 5; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (5 * k + 7)) >>> 27; - } - break; - } - case 5: { // number : 4, bitwidth : 7 - final int howmany = finalout - currentPos < 4 ? finalout - currentPos : 4; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (7 * k + 4)) >>> 25; - } - break; - } - case 6: { // number : 3, bitwidth : 9 - final int howmany = finalout - currentPos < 3 ? finalout - currentPos : 3; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (9 * k + 5)) >>> 23; - } - break; - } - case 7: { // number : 2, bitwidth : 14 - final int howmany = finalout - currentPos < 2 ? finalout - currentPos : 2; - for (int k = 0; k < howmany; ++k) { - out[currentPos++] = (val << (14 * k + 4)) >>> 18; - } - break; - } - case 8: { // number : 1, bitwidth : 28 - out[currentPos++] = (val << 4) >>> 4; - break; - } - default: { - throw new RuntimeException("shouldn't happen"); - } - } - } - outpos.set(currentPos); - inpos.set(tmpinpos); + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, + int outlength) { + int currentPos = outpos.get(); + int tmpinpos = inpos.get(); + final int finalout = currentPos + outlength; + while (currentPos < finalout - 28) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + out[currentPos++] = (val << 4) >>> 31; + out[currentPos++] = (val << 5) >>> 31; + out[currentPos++] = (val << 6) >>> 31; + out[currentPos++] = (val << 7) >>> 31; + out[currentPos++] = (val << 8) >>> 31; + out[currentPos++] = (val << 9) >>> 31; + out[currentPos++] = (val << 10) >>> 31; + out[currentPos++] = (val << 11) >>> 31; + out[currentPos++] = (val << 12) >>> 31; + out[currentPos++] = (val << 13) >>> 31; // 10 + out[currentPos++] = (val << 14) >>> 31; + out[currentPos++] = (val << 15) >>> 31; + out[currentPos++] = (val << 16) >>> 31; + out[currentPos++] = (val << 17) >>> 31; + out[currentPos++] = (val << 18) >>> 31; + out[currentPos++] = (val << 19) >>> 31; + out[currentPos++] = (val << 20) >>> 31; + out[currentPos++] = (val << 21) >>> 31; + out[currentPos++] = (val << 22) >>> 31; + out[currentPos++] = (val << 23) >>> 31; // 20 + out[currentPos++] = (val << 24) >>> 31; + out[currentPos++] = (val << 25) >>> 31; + out[currentPos++] = (val << 26) >>> 31; + out[currentPos++] = (val << 27) >>> 31; + out[currentPos++] = (val << 28) >>> 31; + out[currentPos++] = (val << 29) >>> 31; + out[currentPos++] = (val << 30) >>> 31; + out[currentPos++] = (val << 31) >>> 31; + break; + } + case 1: { // number : 14, bitwidth : 2 + out[currentPos++] = (val << 4) >>> 30; + out[currentPos++] = (val << 6) >>> 30; + out[currentPos++] = (val << 8) >>> 30; + out[currentPos++] = (val << 10) >>> 30; + out[currentPos++] = (val << 12) >>> 30; + out[currentPos++] = (val << 14) >>> 30; + out[currentPos++] = (val << 16) >>> 30; + out[currentPos++] = (val << 18) >>> 30; + out[currentPos++] = (val << 20) >>> 30; + out[currentPos++] = (val << 22) >>> 30; // 10 + out[currentPos++] = (val << 24) >>> 30; + out[currentPos++] = (val << 26) >>> 30; + out[currentPos++] = (val << 28) >>> 30; + out[currentPos++] = (val << 30) >>> 30; + break; + } + case 2: { // number : 9, bitwidth : 3 + out[currentPos++] = (val << 5) >>> 29; + out[currentPos++] = (val << 8) >>> 29; + out[currentPos++] = (val << 11) >>> 29; + out[currentPos++] = (val << 14) >>> 29; + out[currentPos++] = (val << 17) >>> 29; + out[currentPos++] = (val << 20) >>> 29; + out[currentPos++] = (val << 23) >>> 29; + out[currentPos++] = (val << 26) >>> 29; + out[currentPos++] = (val << 29) >>> 29; + break; + } + case 3: { // number : 7, bitwidth : 4 + out[currentPos++] = (val << 4) >>> 28; + out[currentPos++] = (val << 8) >>> 28; + out[currentPos++] = (val << 12) >>> 28; + out[currentPos++] = (val << 16) >>> 28; + out[currentPos++] = (val << 20) >>> 28; + out[currentPos++] = (val << 24) >>> 28; + out[currentPos++] = (val << 28) >>> 28; + break; + } + case 4: { // number : 5, bitwidth : 5 + out[currentPos++] = (val << 7) >>> 27; + out[currentPos++] = (val << 12) >>> 27; + out[currentPos++] = (val << 17) >>> 27; + out[currentPos++] = (val << 22) >>> 27; + out[currentPos++] = (val << 27) >>> 27; + break; + } + case 5: { // number : 4, bitwidth : 7 + out[currentPos++] = (val << 4) >>> 25; + out[currentPos++] = (val << 11) >>> 25; + out[currentPos++] = (val << 18) >>> 25; + out[currentPos++] = (val << 25) >>> 25; + break; + } + case 6: { // number : 3, bitwidth : 9 + out[currentPos++] = (val << 5) >>> 23; + out[currentPos++] = (val << 14) >>> 23; + out[currentPos++] = (val << 23) >>> 23; + break; + } + case 7: { // number : 2, bitwidth : 14 + out[currentPos++] = (val << 4) >>> 18; + out[currentPos++] = (val << 18) >>> 18; + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen: limited to 28-bit integers"); + } + } + } + while (currentPos < finalout) { + int val = in[tmpinpos++]; + int header = val >>> 28; + switch (header) { + case 0: { // number : 28, bitwidth : 1 + final int howmany = finalout - currentPos; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (k + 4)) >>> 31; + } + break; + } + case 1: { // number : 14, bitwidth : 2 + final int howmany = finalout - currentPos < 14 ? finalout - currentPos : 14; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (2 * k + 4)) >>> 30; + } + break; + } + case 2: { // number : 9, bitwidth : 3 + final int howmany = finalout - currentPos < 9 ? finalout - currentPos : 9; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (3 * k + 5)) >>> 29; + } + break; + } + case 3: { // number : 7, bitwidth : 4 + final int howmany = finalout - currentPos < 7 ? finalout - currentPos : 7; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (4 * k + 4)) >>> 28; + } + break; + } + case 4: { // number : 5, bitwidth : 5 + final int howmany = finalout - currentPos < 5 ? finalout - currentPos : 5; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (5 * k + 7)) >>> 27; + } + break; + } + case 5: { // number : 4, bitwidth : 7 + final int howmany = finalout - currentPos < 4 ? finalout - currentPos : 4; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (7 * k + 4)) >>> 25; + } + break; + } + case 6: { // number : 3, bitwidth : 9 + final int howmany = finalout - currentPos < 3 ? finalout - currentPos : 3; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (9 * k + 5)) >>> 23; + } + break; + } + case 7: { // number : 2, bitwidth : 14 + final int howmany = finalout - currentPos < 2 ? finalout - currentPos : 2; + for (int k = 0; k < howmany; ++k) { + out[currentPos++] = (val << (14 * k + 4)) >>> 18; + } + break; + } + case 8: { // number : 1, bitwidth : 28 + out[currentPos++] = (val << 4) >>> 4; + break; + } + default: { + throw new RuntimeException("shouldn't happen"); + } + } + } + outpos.set(currentPos); + inpos.set(tmpinpos); - } + } - @Override - public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - out[outpos.get()] = inlength; - outpos.increment(); - headlessCompress(in, inpos, inlength, out, outpos); - } + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } - @Override - public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { - if (inlength == 0) - return; - final int outlength = in[inpos.get()]; - inpos.increment(); - headlessUncompress(in, inpos, inlength, out, outpos, outlength); + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); - } + } - private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; + private final static int bitLength[] = { 1, 2, 3, 4, 5, 7, 9, 14, 28 }; - private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; + private final static int codeNum[] = { 28, 14, 9, 7, 5, 4, 3, 2, 1 }; - @Override - public String toString() { - return this.getClass().getSimpleName(); - } + @Override + public String toString() { + return this.getClass().getSimpleName(); + } } diff --git a/src/main/java/me/lemire/integercompression/SkippableComposition.java b/src/main/java/me/lemire/integercompression/SkippableComposition.java index a235c47..5faf7c2 100644 --- a/src/main/java/me/lemire/integercompression/SkippableComposition.java +++ b/src/main/java/me/lemire/integercompression/SkippableComposition.java @@ -54,7 +54,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o int init = inpos.get(); F1.headlessUncompress(in, inpos, inlength, out, outpos, num); if (inpos.get() == init) { - inpos.increment(); + inpos.increment(); } inlength -= inpos.get() - init; num -= outpos.get(); diff --git a/src/main/java/me/lemire/integercompression/UncompressibleInputException.java b/src/main/java/me/lemire/integercompression/UncompressibleInputException.java index c490946..c0ed41f 100644 --- a/src/main/java/me/lemire/integercompression/UncompressibleInputException.java +++ b/src/main/java/me/lemire/integercompression/UncompressibleInputException.java @@ -6,14 +6,14 @@ */ public class UncompressibleInputException extends RuntimeException { - /** - * Create new exception - * @param string explanation for the exception - */ - public UncompressibleInputException(String string) { - super(string); - } + /** + * Create new exception + * @param string explanation for the exception + */ + public UncompressibleInputException(String string) { + super(string); + } - private static final long serialVersionUID = -798583799846489873L; + private static final long serialVersionUID = -798583799846489873L; } diff --git a/src/main/java/me/lemire/integercompression/Util.java b/src/main/java/me/lemire/integercompression/Util.java index 346e3b2..63fc918 100644 --- a/src/main/java/me/lemire/integercompression/Util.java +++ b/src/main/java/me/lemire/integercompression/Util.java @@ -15,13 +15,13 @@ public final class Util { - - // check whether x is small than y as unsigned ints (supported by Java 8 natively); - protected static final boolean smallerorequalthan(int x, int y) { - return (x + Integer.MIN_VALUE) <= (y + Integer.MIN_VALUE); - } - - /** + + // check whether x is small than y as unsigned ints (supported by Java 8 natively); + protected static final boolean smallerorequalthan(int x, int y) { + return (x + Integer.MIN_VALUE) <= (y + Integer.MIN_VALUE); + } + + /** * Compute the maximum of the integer logarithms (ceil(log(x+1)) of a range * of value * diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java index c5fee69..ef4a386 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/Benchmark.java @@ -308,10 +308,10 @@ private static void testByteCodec(PrintWriter csvLog, int sparsity, public static void main(String args[]) throws FileNotFoundException { System.out .println("# benchmark based on the ClusterData model from:"); - System.out.println("# Vo Ngoc Anh and Alistair Moffat. "); - System.out.println("# Index compression using 64-bit words."); + System.out.println("# Vo Ngoc Anh and Alistair Moffat. "); + System.out.println("# Index compression using 64-bit words."); System.out - .println("# Softw. Pract. Exper.40, 2 (February 2010), 131-147. "); + .println("# Softw. Pract. Exper.40, 2 (February 2010), 131-147. "); System.out.println(); PrintWriter writer = null; diff --git a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java index 363b841..b930568 100644 --- a/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java +++ b/src/main/java/me/lemire/integercompression/benchmarktools/BenchmarkSkippable.java @@ -241,10 +241,10 @@ private static void testCodec(PrintWriter csvLog, int sparsity, Object c, */ public static void main(String args[]) throws FileNotFoundException { System.out.println("# benchmark based on the ClusterData model from:"); - System.out.println("# Vo Ngoc Anh and Alistair Moffat. "); - System.out.println("# Index compression using 64-bit words."); + System.out.println("# Vo Ngoc Anh and Alistair Moffat. "); + System.out.println("# Index compression using 64-bit words."); System.out - .println("# Softw. Pract. Exper.40, 2 (February 2010), 131-147. "); + .println("# Softw. Pract. Exper.40, 2 (February 2010), 131-147. "); System.out.println(); PrintWriter writer = null; diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java b/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java index 5808bdd..72159ba 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java @@ -43,12 +43,12 @@ public int[] compress(int[] input) { compressed[0] = input.length; IntWrapper outpos = new IntWrapper(1); IntWrapper initvalue = new IntWrapper(0); - try { - codec.headlessCompress(input, new IntWrapper(0), input.length, compressed, outpos, initvalue); - } catch (IndexOutOfBoundsException ioebe) { - throw new UncompressibleInputException( - "Your input is too poorly compressible with the current codec : " + codec); - } + try { + codec.headlessCompress(input, new IntWrapper(0), input.length, compressed, outpos, initvalue); + } catch (IndexOutOfBoundsException ioebe) { + throw new UncompressibleInputException( + "Your input is too poorly compressible with the current codec : " + codec); + } compressed = Arrays.copyOf(compressed,outpos.intValue()); return compressed; } diff --git a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java index 09c4dd8..abcc027 100644 --- a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java +++ b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java @@ -68,7 +68,7 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int init = inpos.get(); F1.headlessUncompress(in, inpos, inlength, out, outpos,num,initvalue); if (inpos.get() == init) { - inpos.increment(); + inpos.increment(); } inlength -= inpos.get() - init; diff --git a/src/main/java/me/lemire/longcompression/ByteLongCODEC.java b/src/main/java/me/lemire/longcompression/ByteLongCODEC.java index e405370..dbc6864 100644 --- a/src/main/java/me/lemire/longcompression/ByteLongCODEC.java +++ b/src/main/java/me/lemire/longcompression/ByteLongCODEC.java @@ -57,6 +57,6 @@ public void compress(long[] in, IntWrapper inpos, int inlength, * where to write the compressed output in out */ public void uncompress(byte[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos); + long[] out, IntWrapper outpos); } diff --git a/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java b/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java index 3b2bc76..35c1166 100644 --- a/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java +++ b/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java @@ -16,174 +16,174 @@ * */ public class LongAs2IntsCodec implements LongCODEC { - final IntegerCODEC highPartsCodec; - final IntegerCODEC lowPartsCodec; - - public LongAs2IntsCodec(IntegerCODEC highPartsCodec, IntegerCODEC lowPartsCodec) { - this.highPartsCodec = highPartsCodec; - this.lowPartsCodec = lowPartsCodec; - } - - /** - * By default, we expect longs to be slightly above Integer.MAX_VALUE. Hence highParts to be small and positive - * integers. For lowParts, we rely on {@link IntCompressor} default IntegerCODEC - */ - public LongAs2IntsCodec() { - this(new VariableByte(), new Composition(new BinaryPacking(), new VariableByte())); - } - - @Override - public void compress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { - if (inlength == 0) { - return; - } - - int[] highParts = new int[inlength]; - int[] lowParts = new int[inlength]; - - for (int i = 0; i < inlength; i++) { - int inPosition = inpos.get() + i; - - highParts[i] = RoaringIntPacking.high(in[inPosition]); - lowParts[i] = RoaringIntPacking.low(in[inPosition]); - } - - // TODO What would be a relevant buffer size? - int[] buffer = new int[inlength * 16]; - - int outPosition = outpos.get(); - - boolean hasLeftover; - { - // The first integer is reserved to hold the number of compressed ints - IntWrapper highPartsOutPosition = new IntWrapper(1); - - highPartsCodec.compress(highParts, new IntWrapper(), inlength, buffer, highPartsOutPosition); - - // Record the compressedHighparts length - buffer[0] = highPartsOutPosition.get() - 1; - - for (int i = 0; i < highPartsOutPosition.get() / 2; i++) { - long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]); - out[outPosition++] = pack; - } - - if (1 == highPartsOutPosition.get() % 2) { - // Shift the trailing integer as first in the buffer - hasLeftover = true; - buffer[0] = buffer[highPartsOutPosition.get() - 1]; - } else { - hasLeftover = false; - } - } - - { - // The first integer is reserved to hold the number of compressed ints - IntWrapper lowPartsOutPosition = new IntWrapper(1); - if (hasLeftover) { - // Keep the trailing int from highParts before the reserved int from lowParts compressed length - lowPartsOutPosition.set(2); - } - - lowPartsCodec.compress(lowParts, new IntWrapper(0), inlength, buffer, lowPartsOutPosition); - - // Record the compressedHighparts length - buffer[hasLeftover ? 1 : 0] = lowPartsOutPosition.get() - (hasLeftover ? 2 : 1); - - for (int i = 0; i < lowPartsOutPosition.get() / 2; i++) { - long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]); - out[outPosition++] = pack; - } - - if (1 == lowPartsOutPosition.get() % 2) { - // The trailing integer is packed with a 0 - long pack = RoaringIntPacking.pack(buffer[lowPartsOutPosition.get() - 1], 0); - out[outPosition++] = pack; - } - } - - inpos.add(inlength); - outpos.set(outPosition); - } - - /** - * inlength is ignored by this codec. We may rely on it instead of storing the compressedLowPart length - */ - @Override - public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { - if (inlength == 0) { - return; - } - - int longIndex = inpos.get(); - - int nbCompressedHighParts = RoaringIntPacking.high(in[longIndex]); - int[] compressedHighParts = new int[nbCompressedHighParts]; - - // !highPart as we just read the highPart for nbCompressedHighParts - boolean highPart = false; - for (int i = 0; i < nbCompressedHighParts; i++) { - int nextInt; - if (highPart) { - nextInt = RoaringIntPacking.high(in[longIndex + (i + 1) / 2]); - } else { - nextInt = RoaringIntPacking.low(in[longIndex + (i + 1) / 2]); - } - compressedHighParts[i] = nextInt; - - highPart = !highPart; - } - - // TODO What would be a relevant buffer size? - int[] buffer = new int[inlength * 16]; - - IntWrapper highPartsOutPosition = new IntWrapper(); - highPartsCodec.uncompress(compressedHighParts, - new IntWrapper(), - compressedHighParts.length, - buffer, - highPartsOutPosition); - int[] highParts = Arrays.copyOf(buffer, highPartsOutPosition.get()); - - // +1 as we initially read nbCompressedHighParts - int intIndexNbCompressedLowParts = longIndex * 2 + 1 + nbCompressedHighParts; - int nbCompressedLowParts; - if (highPart) { - nbCompressedLowParts = RoaringIntPacking.high(in[intIndexNbCompressedLowParts / 2]); - } else { - nbCompressedLowParts = RoaringIntPacking.low(in[intIndexNbCompressedLowParts / 2]); - } - highPart = !highPart; - - int[] compressedLowParts = new int[nbCompressedLowParts]; - for (int i = 0; i < nbCompressedLowParts; i++) { - int nextInt; - if (highPart) { - nextInt = RoaringIntPacking.high(in[(intIndexNbCompressedLowParts + 1 + i) / 2]); - } else { - nextInt = RoaringIntPacking.low(in[(intIndexNbCompressedLowParts + 1 + i) / 2]); - } - compressedLowParts[i] = nextInt; - - highPart = !highPart; - } - - IntWrapper lowPartsOutPosition = new IntWrapper(); - lowPartsCodec.uncompress(compressedLowParts, - new IntWrapper(), - compressedLowParts.length, - buffer, - lowPartsOutPosition); - int[] lowParts = Arrays.copyOf(buffer, lowPartsOutPosition.get()); - assert highParts.length == lowParts.length; - - int outposition = outpos.get(); - for (int i = 0; i < highParts.length; i++) { - out[outposition++] = RoaringIntPacking.pack(highParts[i], lowParts[i]); - } - - inpos.add(inlength); - outpos.set(outposition); - } + final IntegerCODEC highPartsCodec; + final IntegerCODEC lowPartsCodec; + + public LongAs2IntsCodec(IntegerCODEC highPartsCodec, IntegerCODEC lowPartsCodec) { + this.highPartsCodec = highPartsCodec; + this.lowPartsCodec = lowPartsCodec; + } + + /** + * By default, we expect longs to be slightly above Integer.MAX_VALUE. Hence highParts to be small and positive + * integers. For lowParts, we rely on {@link IntCompressor} default IntegerCODEC + */ + public LongAs2IntsCodec() { + this(new VariableByte(), new Composition(new BinaryPacking(), new VariableByte())); + } + + @Override + public void compress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { + if (inlength == 0) { + return; + } + + int[] highParts = new int[inlength]; + int[] lowParts = new int[inlength]; + + for (int i = 0; i < inlength; i++) { + int inPosition = inpos.get() + i; + + highParts[i] = RoaringIntPacking.high(in[inPosition]); + lowParts[i] = RoaringIntPacking.low(in[inPosition]); + } + + // TODO What would be a relevant buffer size? + int[] buffer = new int[inlength * 16]; + + int outPosition = outpos.get(); + + boolean hasLeftover; + { + // The first integer is reserved to hold the number of compressed ints + IntWrapper highPartsOutPosition = new IntWrapper(1); + + highPartsCodec.compress(highParts, new IntWrapper(), inlength, buffer, highPartsOutPosition); + + // Record the compressedHighparts length + buffer[0] = highPartsOutPosition.get() - 1; + + for (int i = 0; i < highPartsOutPosition.get() / 2; i++) { + long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]); + out[outPosition++] = pack; + } + + if (1 == highPartsOutPosition.get() % 2) { + // Shift the trailing integer as first in the buffer + hasLeftover = true; + buffer[0] = buffer[highPartsOutPosition.get() - 1]; + } else { + hasLeftover = false; + } + } + + { + // The first integer is reserved to hold the number of compressed ints + IntWrapper lowPartsOutPosition = new IntWrapper(1); + if (hasLeftover) { + // Keep the trailing int from highParts before the reserved int from lowParts compressed length + lowPartsOutPosition.set(2); + } + + lowPartsCodec.compress(lowParts, new IntWrapper(0), inlength, buffer, lowPartsOutPosition); + + // Record the compressedHighparts length + buffer[hasLeftover ? 1 : 0] = lowPartsOutPosition.get() - (hasLeftover ? 2 : 1); + + for (int i = 0; i < lowPartsOutPosition.get() / 2; i++) { + long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]); + out[outPosition++] = pack; + } + + if (1 == lowPartsOutPosition.get() % 2) { + // The trailing integer is packed with a 0 + long pack = RoaringIntPacking.pack(buffer[lowPartsOutPosition.get() - 1], 0); + out[outPosition++] = pack; + } + } + + inpos.add(inlength); + outpos.set(outPosition); + } + + /** + * inlength is ignored by this codec. We may rely on it instead of storing the compressedLowPart length + */ + @Override + public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { + if (inlength == 0) { + return; + } + + int longIndex = inpos.get(); + + int nbCompressedHighParts = RoaringIntPacking.high(in[longIndex]); + int[] compressedHighParts = new int[nbCompressedHighParts]; + + // !highPart as we just read the highPart for nbCompressedHighParts + boolean highPart = false; + for (int i = 0; i < nbCompressedHighParts; i++) { + int nextInt; + if (highPart) { + nextInt = RoaringIntPacking.high(in[longIndex + (i + 1) / 2]); + } else { + nextInt = RoaringIntPacking.low(in[longIndex + (i + 1) / 2]); + } + compressedHighParts[i] = nextInt; + + highPart = !highPart; + } + + // TODO What would be a relevant buffer size? + int[] buffer = new int[inlength * 16]; + + IntWrapper highPartsOutPosition = new IntWrapper(); + highPartsCodec.uncompress(compressedHighParts, + new IntWrapper(), + compressedHighParts.length, + buffer, + highPartsOutPosition); + int[] highParts = Arrays.copyOf(buffer, highPartsOutPosition.get()); + + // +1 as we initially read nbCompressedHighParts + int intIndexNbCompressedLowParts = longIndex * 2 + 1 + nbCompressedHighParts; + int nbCompressedLowParts; + if (highPart) { + nbCompressedLowParts = RoaringIntPacking.high(in[intIndexNbCompressedLowParts / 2]); + } else { + nbCompressedLowParts = RoaringIntPacking.low(in[intIndexNbCompressedLowParts / 2]); + } + highPart = !highPart; + + int[] compressedLowParts = new int[nbCompressedLowParts]; + for (int i = 0; i < nbCompressedLowParts; i++) { + int nextInt; + if (highPart) { + nextInt = RoaringIntPacking.high(in[(intIndexNbCompressedLowParts + 1 + i) / 2]); + } else { + nextInt = RoaringIntPacking.low(in[(intIndexNbCompressedLowParts + 1 + i) / 2]); + } + compressedLowParts[i] = nextInt; + + highPart = !highPart; + } + + IntWrapper lowPartsOutPosition = new IntWrapper(); + lowPartsCodec.uncompress(compressedLowParts, + new IntWrapper(), + compressedLowParts.length, + buffer, + lowPartsOutPosition); + int[] lowParts = Arrays.copyOf(buffer, lowPartsOutPosition.get()); + assert highParts.length == lowParts.length; + + int outposition = outpos.get(); + for (int i = 0; i < highParts.length; i++) { + out[outposition++] = RoaringIntPacking.pack(highParts[i], lowParts[i]); + } + + inpos.add(inlength); + outpos.set(outposition); + } } diff --git a/src/main/java/me/lemire/longcompression/LongCODEC.java b/src/main/java/me/lemire/longcompression/LongCODEC.java index c0f67b2..0b77a43 100644 --- a/src/main/java/me/lemire/longcompression/LongCODEC.java +++ b/src/main/java/me/lemire/longcompression/LongCODEC.java @@ -36,7 +36,7 @@ public interface LongCODEC { * where to write in the output array */ public void compress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos); + long[] out, IntWrapper outpos); /** * Uncompress data from an array to another array. @@ -57,6 +57,6 @@ public void compress(long[] in, IntWrapper inpos, int inlength, * where to write the compressed output in out */ public void uncompress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos); + long[] out, IntWrapper outpos); } diff --git a/src/main/java/me/lemire/longcompression/LongComposition.java b/src/main/java/me/lemire/longcompression/LongComposition.java index 1394a78..5111a51 100644 --- a/src/main/java/me/lemire/longcompression/LongComposition.java +++ b/src/main/java/me/lemire/longcompression/LongComposition.java @@ -37,7 +37,7 @@ public LongComposition(LongCODEC f1, LongCODEC f2) { @Override public void compress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos) { + long[] out, IntWrapper outpos) { if (inlength == 0) { return; } @@ -54,7 +54,7 @@ public void compress(long[] in, IntWrapper inpos, int inlength, @Override public void uncompress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos) { + long[] out, IntWrapper outpos) { if (inlength == 0) return; final int init = inpos.get(); diff --git a/src/main/java/me/lemire/longcompression/LongJustCopy.java b/src/main/java/me/lemire/longcompression/LongJustCopy.java index 7a5a67a..9b25f71 100644 --- a/src/main/java/me/lemire/longcompression/LongJustCopy.java +++ b/src/main/java/me/lemire/longcompression/LongJustCopy.java @@ -17,7 +17,7 @@ public final class LongJustCopy implements LongCODEC, SkippableLongCODEC { @Override public void headlessCompress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos) { + long[] out, IntWrapper outpos) { System.arraycopy(in, inpos.get(), out, outpos.get(), inlength); inpos.add(inlength); outpos.add(inlength); @@ -25,7 +25,7 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, @Override public void uncompress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos) { + long[] out, IntWrapper outpos) { headlessUncompress(in,inpos,inlength,out,outpos,inlength); } @@ -36,7 +36,7 @@ public String toString() { @Override public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos, int num) { + long[] out, IntWrapper outpos, int num) { System.arraycopy(in, inpos.get(), out, outpos.get(), num); inpos.add(num); outpos.add(num); @@ -45,7 +45,7 @@ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, @Override public void compress(long[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos) { + long[] out, IntWrapper outpos) { headlessCompress(in,inpos,inlength,out,outpos); } diff --git a/src/main/java/me/lemire/longcompression/LongUtil.java b/src/main/java/me/lemire/longcompression/LongUtil.java index c06433f..abb8ab4 100644 --- a/src/main/java/me/lemire/longcompression/LongUtil.java +++ b/src/main/java/me/lemire/longcompression/LongUtil.java @@ -16,7 +16,7 @@ @Deprecated public class LongUtil { - protected static String longToBinaryWithLeading(long l) { - return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0'); - } + protected static String longToBinaryWithLeading(long l) { + return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0'); + } } diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java index f3d10ee..6ac129c 100644 --- a/src/main/java/me/lemire/longcompression/LongVariableByte.java +++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java @@ -234,7 +234,7 @@ public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, @Override public void uncompress(byte[] in, IntWrapper inpos, int inlength, - long[] out, IntWrapper outpos) { + long[] out, IntWrapper outpos) { int p = inpos.get(); int finalp = inpos.get() + inlength; int tmpoutpos = outpos.get(); diff --git a/src/main/java/me/lemire/longcompression/SkippableLongComposition.java b/src/main/java/me/lemire/longcompression/SkippableLongComposition.java index 5568489..f2e9a55 100644 --- a/src/main/java/me/lemire/longcompression/SkippableLongComposition.java +++ b/src/main/java/me/lemire/longcompression/SkippableLongComposition.java @@ -55,7 +55,7 @@ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] int init = inpos.get(); F1.headlessUncompress(in, inpos, inlength, out, outpos, num); if (inpos.get() == init) { - inpos.increment(); + inpos.increment(); } inlength -= inpos.get() - init; num -= outpos.get(); diff --git a/src/main/java/me/lemire/longcompression/differential/LongDelta.java b/src/main/java/me/lemire/longcompression/differential/LongDelta.java index 2b0e077..184e53c 100644 --- a/src/main/java/me/lemire/longcompression/differential/LongDelta.java +++ b/src/main/java/me/lemire/longcompression/differential/LongDelta.java @@ -66,7 +66,7 @@ public static long delta(long[] data, int start, int length, int init) { * @return next initial vale */ public static long delta(long[] data, int start, int length, int init, - long[] out) { + long[] out) { for (int i = length - 1; i > 0; --i) { out[i] = data[start + i] - data[start + i - 1]; } @@ -98,7 +98,7 @@ public static void fastinverseDelta(long[] data) { int sz0 = data.length / 4 * 4; int i = 1; if (sz0 >= 4) { - long a = data[0]; + long a = data[0]; for (; i < sz0 - 4; i += 4) { a = data[i] += a; a = data[i + 1] += a; @@ -132,7 +132,7 @@ public static long fastinverseDelta(long[] data, int start, int length, int sz0 = length / 4 * 4; int i = 1; if (sz0 >= 4) { - long a = data[start]; + long a = data[start]; for (; i < sz0 - 4; i += 4) { a = data[start + i] += a; a = data[start + i + 1] += a; diff --git a/src/test/java/me/lemire/integercompression/AdhocTest.java b/src/test/java/me/lemire/integercompression/AdhocTest.java index 8fd4049..aa6718b 100644 --- a/src/test/java/me/lemire/integercompression/AdhocTest.java +++ b/src/test/java/me/lemire/integercompression/AdhocTest.java @@ -22,13 +22,48 @@ @SuppressWarnings({ "static-method" }) public class AdhocTest { - - /** - * - */ + @Test + public void testIssue59() { + FastPFOR128 fastpfor = new FastPFOR128(); + + int N = 9984; + int[] data = new int[N]; + for (var i = 0; i < N; i += 150) { + data[i] = i; + } + + int[] compressedoutput1 = new int[N + 1024]; + + IntWrapper inputoffset1 = new IntWrapper(0); + IntWrapper outputoffset1 = new IntWrapper(0); + + fastpfor.compress(data, inputoffset1, N, compressedoutput1, outputoffset1); + int compressedsize1 = outputoffset1.get(); + + int[] recovered1 = new int[N]; + inputoffset1 = new IntWrapper(0); + outputoffset1 = new IntWrapper(0); + fastpfor.uncompress(compressedoutput1, outputoffset1, compressedsize1, recovered1, inputoffset1); + Assert.assertArrayEquals(data, recovered1); + + int[] compressedoutput2 = new int[N + 1024]; + + IntWrapper inputoffset2 = new IntWrapper(0); + IntWrapper outputoffset2 = new IntWrapper(0); + + fastpfor.compress(data, inputoffset2, N, compressedoutput2, outputoffset2); + int compressedsize2 = outputoffset2.get(); + + int[] recovered2 = new int[N]; + inputoffset2 = new IntWrapper(0); + outputoffset2 = new IntWrapper(0); + fastpfor.uncompress(compressedoutput2, outputoffset2, compressedsize2, recovered2, inputoffset2); + Assert.assertArrayEquals(data, recovered2); + } + @Test public void testIssue29() { - for(int x = 0; x < 64; x++) { + for(int x = 0; x < 64; x++) { int[] a = {2, 3, 4, 5}; int[] b = new int[90]; int[] c = new int[a.length]; @@ -42,7 +77,7 @@ public void testIssue29() { IntWrapper cOffset = new IntWrapper(0); codec.uncompress(b, bOffset, len, c, cOffset); Assert.assertArrayEquals(a,c); - } + } } /** @@ -50,20 +85,20 @@ public void testIssue29() { */ @Test public void testIssue29b() { - for(int x = 0; x < 64; x++) { - int[] a = {2, 3, 4, 5}; - int[] b = new int[90]; - int[] c = new int[a.length]; - SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); - IntWrapper aOffset = new IntWrapper(0); - IntWrapper bOffset = new IntWrapper(x); - codec.headlessCompress(a, aOffset, a.length, b, bOffset); - int len = bOffset.get() - x; - bOffset.set(x); - IntWrapper cOffset = new IntWrapper(0); - codec.headlessUncompress(b, bOffset, len, c, cOffset, a.length); - Assert.assertArrayEquals(a,c); - } + for(int x = 0; x < 64; x++) { + int[] a = {2, 3, 4, 5}; + int[] b = new int[90]; + int[] c = new int[a.length]; + SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + codec.headlessCompress(a, aOffset, a.length, b, bOffset); + int len = bOffset.get() - x; + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + codec.headlessUncompress(b, bOffset, len, c, cOffset, a.length); + Assert.assertArrayEquals(a,c); + } } @@ -71,30 +106,27 @@ public void testIssue29b() { * */ @Test - public void testIssue41() { - for (int x = 0; x < 64; x++) { - int[] a = { 2, 3, 4, 5 }; - int[] b = new int[90]; - int[] c = new int[a.length]; - SkippableIntegratedIntegerCODEC codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte()); - IntWrapper aOffset = new IntWrapper(0); - IntWrapper bOffset = new IntWrapper(x); - IntWrapper initValue = new IntWrapper(0); - - codec.headlessCompress(a, aOffset, a.length, b, bOffset, initValue); - int len = bOffset.get() - x; - bOffset.set(x); - IntWrapper cOffset = new IntWrapper(0); - initValue = new IntWrapper(0); - codec.headlessUncompress(b, bOffset, len, c, cOffset, a.length, initValue); - Assert.assertArrayEquals(a, c); - } - } + public void testIssue41() { + for (int x = 0; x < 64; x++) { + int[] a = { 2, 3, 4, 5 }; + int[] b = new int[90]; + int[] c = new int[a.length]; + SkippableIntegratedIntegerCODEC codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()); + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + IntWrapper initValue = new IntWrapper(0); + + codec.headlessCompress(a, aOffset, a.length, b, bOffset, initValue); + int len = bOffset.get() - x; + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + initValue = new IntWrapper(0); + codec.headlessUncompress(b, bOffset, len, c, cOffset, a.length, initValue); + Assert.assertArrayEquals(a, c); + } + } - /** - * a test - */ @Test public void biggerCompressedArray0() { // No problem: for comparison. @@ -102,12 +134,8 @@ public void biggerCompressedArray0() { assertSymmetry(c, 0, 16384); c = new Composition(new FastPFOR(), new VariableByte()); assertSymmetry(c, 0, 16384); - } - /** - * a test - */ @Test public void biggerCompressedArray1() { // Compressed array is bigger than original, because of VariableByte. @@ -115,9 +143,6 @@ public void biggerCompressedArray1() { assertSymmetry(c, -1); } - /** - * a test - */ @Test public void biggerCompressedArray2() { // Compressed array is bigger than original, because of Composition. diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index b5f292e..b29ae0d 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -48,35 +48,35 @@ public class BasicTest { new GroupSimple9(), new Composition(new XorBinaryPacking(), new VariableByte()), new Composition(new DeltaZigzagBinaryPacking(), - new DeltaZigzagVariableByte()) }; + new DeltaZigzagVariableByte()) }; - /** + /** * This tests with a compressed array with various offset */ - @Test - public void saulTest() { - for (IntegerCODEC C : codecs) { - for (int x = 0; x < 50; ++x) { - int[] a = { 2, 3, 4, 5 }; - int[] b = new int[90]; - int[] c = new int[a.length]; - - IntWrapper aOffset = new IntWrapper(0); - IntWrapper bOffset = new IntWrapper(x); - C.compress(a, aOffset, a.length, b, bOffset); - int len = bOffset.get() - x; - - bOffset.set(x); - IntWrapper cOffset = new IntWrapper(0); - C.uncompress(b, bOffset, len, c, cOffset); - if(!Arrays.equals(a, c)) { - System.out.println("Problem with "+C); - } - assertArrayEquals(a, c); - - } - } - } + @Test + public void saulTest() { + for (IntegerCODEC C : codecs) { + for (int x = 0; x < 50; ++x) { + int[] a = { 2, 3, 4, 5 }; + int[] b = new int[90]; + int[] c = new int[a.length]; + + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + C.compress(a, aOffset, a.length, b, bOffset); + int len = bOffset.get() - x; + + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + C.uncompress(b, bOffset, len, c, cOffset); + if(!Arrays.equals(a, c)) { + System.out.println("Problem with "+C); + } + assertArrayEquals(a, c); + + } + } + } /** * */ diff --git a/src/test/java/me/lemire/integercompression/ByteBasicTest.java b/src/test/java/me/lemire/integercompression/ByteBasicTest.java index 93112c3..2b2d4f1 100644 --- a/src/test/java/me/lemire/integercompression/ByteBasicTest.java +++ b/src/test/java/me/lemire/integercompression/ByteBasicTest.java @@ -28,32 +28,32 @@ public class ByteBasicTest { new IntegratedVariableByte(), }; - /** + /** * */ - @Test - public void saulTest() { - for (ByteIntegerCODEC C : codecs) { - for (int x = 0; x < 50 * 4; ++x) { - int[] a = { 2, 3, 4, 5 }; - byte[] b = new byte[90*4]; - int[] c = new int[a.length]; + @Test + public void saulTest() { + for (ByteIntegerCODEC C : codecs) { + for (int x = 0; x < 50 * 4; ++x) { + int[] a = { 2, 3, 4, 5 }; + byte[] b = new byte[90*4]; + int[] c = new int[a.length]; - IntWrapper aOffset = new IntWrapper(0); - IntWrapper bOffset = new IntWrapper(x); - C.compress(a, aOffset, a.length, b, bOffset); - int len = bOffset.get() - x; + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + C.compress(a, aOffset, a.length, b, bOffset); + int len = bOffset.get() - x; - bOffset.set(x); - IntWrapper cOffset = new IntWrapper(0); - C.uncompress(b, bOffset, len, c, cOffset); - if(!Arrays.equals(a, c)) { - System.out.println("Problem with "+C); - } - assertArrayEquals(a, c); - } - } - } + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + C.uncompress(b, bOffset, len, c, cOffset); + if(!Arrays.equals(a, c)) { + System.out.println("Problem with "+C); + } + assertArrayEquals(a, c); + } + } + } /** * */ diff --git a/src/test/java/me/lemire/integercompression/ExampleTest.java b/src/test/java/me/lemire/integercompression/ExampleTest.java index f6038b8..ce10d18 100644 --- a/src/test/java/me/lemire/integercompression/ExampleTest.java +++ b/src/test/java/me/lemire/integercompression/ExampleTest.java @@ -17,305 +17,305 @@ * */ public class ExampleTest { - /** - * - */ - @Test - - public void superSimpleExample() { - IntegratedIntCompressor iic = new IntegratedIntCompressor(); - int[] data = new int[2342351]; - for (int k = 0; k < data.length; ++k) - data[k] = k; - System.out.println("Compressing " + data.length + " integers using friendly interface"); - int[] compressed = iic.compress(data); - int[] recov = iic.uncompress(compressed); - System.out - .println("compressed from " + data.length * 4 / 1024 + "KB to " + compressed.length * 4 / 1024 + "KB"); - if (!Arrays.equals(recov, data)) - throw new RuntimeException("bug"); - } - - /** - * - */ - @Test - - public void basicExample() { - int[] data = new int[2342351]; - System.out.println("Compressing " + data.length + " integers in one go"); - // data should be sorted for best - // results - for (int k = 0; k < data.length; ++k) - data[k] = k; - // Very important: the data is in sorted order!!! If not, you - // will get very poor compression with IntegratedBinaryPacking, - // you should use another CODEC. - - // next we compose a CODEC. Most of the processing - // will be done with binary packing, and leftovers will - // be processed using variable byte - IntegratedIntegerCODEC codec = new IntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte()); - // output vector should be large enough... - int[] compressed = new int[data.length + 1024]; - // compressed might not be large enough in some cases - // if you get java.lang.ArrayIndexOutOfBoundsException, try - // allocating more memory - - /** - * - * compressing - * - */ - IntWrapper inputoffset = new IntWrapper(0); - IntWrapper outputoffset = new IntWrapper(0); - codec.compress(data, inputoffset, data.length, compressed, outputoffset); - // got it! - // inputoffset should be at data.length but outputoffset tells - // us where we are... - System.out.println( - "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); - // we can repack the data: (optional) - compressed = Arrays.copyOf(compressed, outputoffset.intValue()); - - /** - * - * now uncompressing - * - * This assumes that we otherwise know how many integers have been - * compressed. See basicExampleHeadless for a more general case. - */ - int[] recovered = new int[data.length]; - IntWrapper recoffset = new IntWrapper(0); - codec.uncompress(compressed, new IntWrapper(0), compressed.length, recovered, recoffset); - if (Arrays.equals(data, recovered)) - System.out.println("data is recovered without loss"); - else - throw new RuntimeException("bug"); // could use assert - System.out.println(); - } - - /** - * Like the basicExample, but we store the input array size manually. - */ - @Test - public void basicExampleHeadless() { - int[] data = new int[2342351]; - System.out.println("Compressing " + data.length + " integers in one go using the headless approach"); - // data should be sorted for best - // results - for (int k = 0; k < data.length; ++k) - data[k] = k; - // Very important: the data is in sorted order!!! If not, you - // will get very poor compression with IntegratedBinaryPacking, - // you should use another CODEC. - - // next we compose a CODEC. Most of the processing - // will be done with binary packing, and leftovers will - // be processed using variable byte - SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), - new IntegratedVariableByte()); - // output vector should be large enough... - int[] compressed = new int[data.length + 1024]; - // compressed might not be large enough in some cases - // if you get java.lang.ArrayIndexOutOfBoundsException, try - // allocating more memory - - /** - * - * compressing - * - */ - IntWrapper inputoffset = new IntWrapper(0); - IntWrapper outputoffset = new IntWrapper(1); - compressed[0] = data.length; // we manually store how many integers we - codec.headlessCompress(data, inputoffset, data.length, compressed, outputoffset, new IntWrapper(0)); - // got it! - // inputoffset should be at data.length but outputoffset tells - // us where we are... - System.out.println( - "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); - // we can repack the data: (optional) - compressed = Arrays.copyOf(compressed, outputoffset.intValue()); - - /** - * - * now uncompressing - * - */ - int howmany = compressed[0];// we manually stored the number of - // compressed integers - int[] recovered = new int[howmany]; - IntWrapper recoffset = new IntWrapper(0); - codec.headlessUncompress(compressed, new IntWrapper(1), compressed.length, recovered, recoffset, howmany, new IntWrapper(0)); - if (Arrays.equals(data, recovered)) - System.out.println("data is recovered without loss"); - else - throw new RuntimeException("bug"); // could use assert - System.out.println(); - } - - /** - * This is an example to show you can compress unsorted integers as long as - * most are small. - */ - @Test - public void unsortedExample() { - final int N = 1333333; - int[] data = new int[N]; - // initialize the data (most will be small - for (int k = 0; k < N; k += 1) - data[k] = 3; - // throw some larger values - for (int k = 0; k < N; k += 5) - data[k] = 100; - for (int k = 0; k < N; k += 533) - data[k] = 10000; - int[] compressed = new int[N + 1024];// could need more - IntegerCODEC codec = new Composition(new FastPFOR(), new VariableByte()); - // compressing - IntWrapper inputoffset = new IntWrapper(0); - IntWrapper outputoffset = new IntWrapper(0); - codec.compress(data, inputoffset, data.length, compressed, outputoffset); - System.out.println("compressed unsorted integers from " + data.length * 4 / 1024 + "KB to " - + outputoffset.intValue() * 4 / 1024 + "KB"); - // we can repack the data: (optional) - compressed = Arrays.copyOf(compressed, outputoffset.intValue()); - - int[] recovered = new int[N]; - IntWrapper recoffset = new IntWrapper(0); - codec.uncompress(compressed, new IntWrapper(0), compressed.length, recovered, recoffset); - if (Arrays.equals(data, recovered)) - System.out.println("data is recovered without loss"); - else - throw new RuntimeException("bug"); // could use assert - System.out.println(); - - } - - /** - * This is like the basic example, but we show how to process larger arrays - * in chunks. - * - * Some of this code was written by Pavel Klinov. - */ - @Test - public void advancedExample() { - int TotalSize = 2342351; // some arbitrary number - int ChunkSize = 16384; // size of each chunk, choose a multiple of 128 - System.out.println("Compressing " + TotalSize + " integers using chunks of " + ChunkSize + " integers (" - + ChunkSize * 4 / 1024 + "KB)"); - System.out.println("(It is often better for applications to work in chunks fitting in CPU cache.)"); - int[] data = new int[TotalSize]; - // data should be sorted for best - // results - for (int k = 0; k < data.length; ++k) - data[k] = k; - // next we compose a CODEC. Most of the processing - // will be done with binary packing, and leftovers will - // be processed using variable byte, using variable byte - // only for the last chunk! - IntegratedIntegerCODEC regularcodec = new IntegratedBinaryPacking(); - IntegratedVariableByte ivb = new IntegratedVariableByte(); - IntegratedIntegerCODEC lastcodec = new IntegratedComposition(regularcodec, ivb); - // output vector should be large enough... - int[] compressed = new int[TotalSize + 1024]; - - /** - * - * compressing - * - */ - IntWrapper inputoffset = new IntWrapper(0); - IntWrapper outputoffset = new IntWrapper(0); - for (int k = 0; k < TotalSize / ChunkSize; ++k) - regularcodec.compress(data, inputoffset, ChunkSize, compressed, outputoffset); - lastcodec.compress(data, inputoffset, TotalSize % ChunkSize, compressed, outputoffset); - // got it! - // inputoffset should be at data.length but outputoffset tells - // us where we are... - System.out.println( - "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); - // we can repack the data: - compressed = Arrays.copyOf(compressed, outputoffset.intValue()); - - /** - * - * now uncompressing - * - * We are *not* assuming that the original array length is known, - * however we assume that the chunk size (ChunkSize) is known. - * - */ - int[] recovered = new int[ChunkSize]; - IntWrapper compoff = new IntWrapper(0); - IntWrapper recoffset; - int currentpos = 0; - - while (compoff.get() < compressed.length) { - recoffset = new IntWrapper(0); - regularcodec.uncompress(compressed, compoff, compressed.length - compoff.get(), recovered, recoffset); - - if (recoffset.get() < ChunkSize) {// last chunk detected - ivb.uncompress(compressed, compoff, compressed.length - compoff.get(), recovered, recoffset); - } - for (int i = 0; i < recoffset.get(); ++i) { - if (data[currentpos + i] != recovered[i]) - throw new RuntimeException("bug"); // could use assert - } - currentpos += recoffset.get(); - } - System.out.println("data is recovered without loss"); - System.out.println(); - - } - - /** - * Demo of the headless approach where we must supply the array length - */ - @Test - public void headlessDemo() { - System.out.println("Compressing arrays with minimal header..."); - int[] uncompressed1 = { 1, 2, 1, 3, 1 }; - int[] uncompressed2 = { 3, 2, 4, 6, 1 }; - - int[] compressed = new int[uncompressed1.length + uncompressed2.length + 1024]; - - SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); - - // compressing - IntWrapper outPos = new IntWrapper(); - - IntWrapper previous = new IntWrapper(); - - codec.headlessCompress(uncompressed1, new IntWrapper(), uncompressed1.length, compressed, outPos); - int length1 = outPos.get() - previous.get(); - previous = new IntWrapper(outPos.get()); - codec.headlessCompress(uncompressed2, new IntWrapper(), uncompressed2.length, compressed, outPos); - int length2 = outPos.get() - previous.get(); - - compressed = Arrays.copyOf(compressed, length1 + length2); - System.out - .println("compressed unsorted integers from " + uncompressed1.length * 4 + "B to " + length1 * 4 + "B"); - System.out - .println("compressed unsorted integers from " + uncompressed2.length * 4 + "B to " + length2 * 4 + "B"); - System.out.println("Total compressed output " + compressed.length); - - int[] recovered1 = new int[uncompressed1.length]; - int[] recovered2 = new int[uncompressed1.length]; - IntWrapper inPos = new IntWrapper(); - System.out.println("Decoding first array starting at pos = " + inPos); - codec.headlessUncompress(compressed, inPos, compressed.length, recovered1, new IntWrapper(0), - uncompressed1.length); - System.out.println("Decoding second array starting at pos = " + inPos); - codec.headlessUncompress(compressed, inPos, compressed.length, recovered2, new IntWrapper(0), - uncompressed2.length); - if (!Arrays.equals(uncompressed1, recovered1)) - throw new RuntimeException("First array does not match."); - if (!Arrays.equals(uncompressed2, recovered2)) - throw new RuntimeException("Second array does not match."); - System.out.println("The arrays match, your code is probably ok."); - - } + /** + * + */ + @Test + + public void superSimpleExample() { + IntegratedIntCompressor iic = new IntegratedIntCompressor(); + int[] data = new int[2342351]; + for (int k = 0; k < data.length; ++k) + data[k] = k; + System.out.println("Compressing " + data.length + " integers using friendly interface"); + int[] compressed = iic.compress(data); + int[] recov = iic.uncompress(compressed); + System.out + .println("compressed from " + data.length * 4 / 1024 + "KB to " + compressed.length * 4 / 1024 + "KB"); + if (!Arrays.equals(recov, data)) + throw new RuntimeException("bug"); + } + + /** + * + */ + @Test + + public void basicExample() { + int[] data = new int[2342351]; + System.out.println("Compressing " + data.length + " integers in one go"); + // data should be sorted for best + // results + for (int k = 0; k < data.length; ++k) + data[k] = k; + // Very important: the data is in sorted order!!! If not, you + // will get very poor compression with IntegratedBinaryPacking, + // you should use another CODEC. + + // next we compose a CODEC. Most of the processing + // will be done with binary packing, and leftovers will + // be processed using variable byte + IntegratedIntegerCODEC codec = new IntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()); + // output vector should be large enough... + int[] compressed = new int[data.length + 1024]; + // compressed might not be large enough in some cases + // if you get java.lang.ArrayIndexOutOfBoundsException, try + // allocating more memory + + /** + * + * compressing + * + */ + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + codec.compress(data, inputoffset, data.length, compressed, outputoffset); + // got it! + // inputoffset should be at data.length but outputoffset tells + // us where we are... + System.out.println( + "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + /** + * + * now uncompressing + * + * This assumes that we otherwise know how many integers have been + * compressed. See basicExampleHeadless for a more general case. + */ + int[] recovered = new int[data.length]; + IntWrapper recoffset = new IntWrapper(0); + codec.uncompress(compressed, new IntWrapper(0), compressed.length, recovered, recoffset); + if (Arrays.equals(data, recovered)) + System.out.println("data is recovered without loss"); + else + throw new RuntimeException("bug"); // could use assert + System.out.println(); + } + + /** + * Like the basicExample, but we store the input array size manually. + */ + @Test + public void basicExampleHeadless() { + int[] data = new int[2342351]; + System.out.println("Compressing " + data.length + " integers in one go using the headless approach"); + // data should be sorted for best + // results + for (int k = 0; k < data.length; ++k) + data[k] = k; + // Very important: the data is in sorted order!!! If not, you + // will get very poor compression with IntegratedBinaryPacking, + // you should use another CODEC. + + // next we compose a CODEC. Most of the processing + // will be done with binary packing, and leftovers will + // be processed using variable byte + SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), + new IntegratedVariableByte()); + // output vector should be large enough... + int[] compressed = new int[data.length + 1024]; + // compressed might not be large enough in some cases + // if you get java.lang.ArrayIndexOutOfBoundsException, try + // allocating more memory + + /** + * + * compressing + * + */ + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(1); + compressed[0] = data.length; // we manually store how many integers we + codec.headlessCompress(data, inputoffset, data.length, compressed, outputoffset, new IntWrapper(0)); + // got it! + // inputoffset should be at data.length but outputoffset tells + // us where we are... + System.out.println( + "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + /** + * + * now uncompressing + * + */ + int howmany = compressed[0];// we manually stored the number of + // compressed integers + int[] recovered = new int[howmany]; + IntWrapper recoffset = new IntWrapper(0); + codec.headlessUncompress(compressed, new IntWrapper(1), compressed.length, recovered, recoffset, howmany, new IntWrapper(0)); + if (Arrays.equals(data, recovered)) + System.out.println("data is recovered without loss"); + else + throw new RuntimeException("bug"); // could use assert + System.out.println(); + } + + /** + * This is an example to show you can compress unsorted integers as long as + * most are small. + */ + @Test + public void unsortedExample() { + final int N = 1333333; + int[] data = new int[N]; + // initialize the data (most will be small + for (int k = 0; k < N; k += 1) + data[k] = 3; + // throw some larger values + for (int k = 0; k < N; k += 5) + data[k] = 100; + for (int k = 0; k < N; k += 533) + data[k] = 10000; + int[] compressed = new int[N + 1024];// could need more + IntegerCODEC codec = new Composition(new FastPFOR(), new VariableByte()); + // compressing + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + codec.compress(data, inputoffset, data.length, compressed, outputoffset); + System.out.println("compressed unsorted integers from " + data.length * 4 / 1024 + "KB to " + + outputoffset.intValue() * 4 / 1024 + "KB"); + // we can repack the data: (optional) + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + int[] recovered = new int[N]; + IntWrapper recoffset = new IntWrapper(0); + codec.uncompress(compressed, new IntWrapper(0), compressed.length, recovered, recoffset); + if (Arrays.equals(data, recovered)) + System.out.println("data is recovered without loss"); + else + throw new RuntimeException("bug"); // could use assert + System.out.println(); + + } + + /** + * This is like the basic example, but we show how to process larger arrays + * in chunks. + * + * Some of this code was written by Pavel Klinov. + */ + @Test + public void advancedExample() { + int TotalSize = 2342351; // some arbitrary number + int ChunkSize = 16384; // size of each chunk, choose a multiple of 128 + System.out.println("Compressing " + TotalSize + " integers using chunks of " + ChunkSize + " integers (" + + ChunkSize * 4 / 1024 + "KB)"); + System.out.println("(It is often better for applications to work in chunks fitting in CPU cache.)"); + int[] data = new int[TotalSize]; + // data should be sorted for best + // results + for (int k = 0; k < data.length; ++k) + data[k] = k; + // next we compose a CODEC. Most of the processing + // will be done with binary packing, and leftovers will + // be processed using variable byte, using variable byte + // only for the last chunk! + IntegratedIntegerCODEC regularcodec = new IntegratedBinaryPacking(); + IntegratedVariableByte ivb = new IntegratedVariableByte(); + IntegratedIntegerCODEC lastcodec = new IntegratedComposition(regularcodec, ivb); + // output vector should be large enough... + int[] compressed = new int[TotalSize + 1024]; + + /** + * + * compressing + * + */ + IntWrapper inputoffset = new IntWrapper(0); + IntWrapper outputoffset = new IntWrapper(0); + for (int k = 0; k < TotalSize / ChunkSize; ++k) + regularcodec.compress(data, inputoffset, ChunkSize, compressed, outputoffset); + lastcodec.compress(data, inputoffset, TotalSize % ChunkSize, compressed, outputoffset); + // got it! + // inputoffset should be at data.length but outputoffset tells + // us where we are... + System.out.println( + "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB"); + // we can repack the data: + compressed = Arrays.copyOf(compressed, outputoffset.intValue()); + + /** + * + * now uncompressing + * + * We are *not* assuming that the original array length is known, + * however we assume that the chunk size (ChunkSize) is known. + * + */ + int[] recovered = new int[ChunkSize]; + IntWrapper compoff = new IntWrapper(0); + IntWrapper recoffset; + int currentpos = 0; + + while (compoff.get() < compressed.length) { + recoffset = new IntWrapper(0); + regularcodec.uncompress(compressed, compoff, compressed.length - compoff.get(), recovered, recoffset); + + if (recoffset.get() < ChunkSize) {// last chunk detected + ivb.uncompress(compressed, compoff, compressed.length - compoff.get(), recovered, recoffset); + } + for (int i = 0; i < recoffset.get(); ++i) { + if (data[currentpos + i] != recovered[i]) + throw new RuntimeException("bug"); // could use assert + } + currentpos += recoffset.get(); + } + System.out.println("data is recovered without loss"); + System.out.println(); + + } + + /** + * Demo of the headless approach where we must supply the array length + */ + @Test + public void headlessDemo() { + System.out.println("Compressing arrays with minimal header..."); + int[] uncompressed1 = { 1, 2, 1, 3, 1 }; + int[] uncompressed2 = { 3, 2, 4, 6, 1 }; + + int[] compressed = new int[uncompressed1.length + uncompressed2.length + 1024]; + + SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); + + // compressing + IntWrapper outPos = new IntWrapper(); + + IntWrapper previous = new IntWrapper(); + + codec.headlessCompress(uncompressed1, new IntWrapper(), uncompressed1.length, compressed, outPos); + int length1 = outPos.get() - previous.get(); + previous = new IntWrapper(outPos.get()); + codec.headlessCompress(uncompressed2, new IntWrapper(), uncompressed2.length, compressed, outPos); + int length2 = outPos.get() - previous.get(); + + compressed = Arrays.copyOf(compressed, length1 + length2); + System.out + .println("compressed unsorted integers from " + uncompressed1.length * 4 + "B to " + length1 * 4 + "B"); + System.out + .println("compressed unsorted integers from " + uncompressed2.length * 4 + "B to " + length2 * 4 + "B"); + System.out.println("Total compressed output " + compressed.length); + + int[] recovered1 = new int[uncompressed1.length]; + int[] recovered2 = new int[uncompressed1.length]; + IntWrapper inPos = new IntWrapper(); + System.out.println("Decoding first array starting at pos = " + inPos); + codec.headlessUncompress(compressed, inPos, compressed.length, recovered1, new IntWrapper(0), + uncompressed1.length); + System.out.println("Decoding second array starting at pos = " + inPos); + codec.headlessUncompress(compressed, inPos, compressed.length, recovered2, new IntWrapper(0), + uncompressed2.length); + if (!Arrays.equals(uncompressed1, recovered1)) + throw new RuntimeException("First array does not match."); + if (!Arrays.equals(uncompressed2, recovered2)) + throw new RuntimeException("Second array does not match."); + System.out.println("The arrays match, your code is probably ok."); + + } } diff --git a/src/test/java/me/lemire/integercompression/ResourcedTest.java b/src/test/java/me/lemire/integercompression/ResourcedTest.java index 34f1d05..8316129 100644 --- a/src/test/java/me/lemire/integercompression/ResourcedTest.java +++ b/src/test/java/me/lemire/integercompression/ResourcedTest.java @@ -24,65 +24,65 @@ * */ public class ResourcedTest { - SkippableIntegerCODEC[] codecs = { new JustCopy(), new VariableByte(), - new SkippableComposition(new BinaryPacking(), new VariableByte()), - new SkippableComposition(new NewPFD(), new VariableByte()), - new SkippableComposition(new NewPFDS9(), new VariableByte()), - new SkippableComposition(new NewPFDS16(), new VariableByte()), - new SkippableComposition(new OptPFD(), new VariableByte()), - new SkippableComposition(new OptPFDS9(), new VariableByte()), - new SkippableComposition(new OptPFDS16(), new VariableByte()), - new SkippableComposition(new FastPFOR128(), new VariableByte()), - new SkippableComposition(new FastPFOR(), new VariableByte()), new Simple9(), new Simple16() }; + SkippableIntegerCODEC[] codecs = { new JustCopy(), new VariableByte(), + new SkippableComposition(new BinaryPacking(), new VariableByte()), + new SkippableComposition(new NewPFD(), new VariableByte()), + new SkippableComposition(new NewPFDS9(), new VariableByte()), + new SkippableComposition(new NewPFDS16(), new VariableByte()), + new SkippableComposition(new OptPFD(), new VariableByte()), + new SkippableComposition(new OptPFDS9(), new VariableByte()), + new SkippableComposition(new OptPFDS16(), new VariableByte()), + new SkippableComposition(new FastPFOR128(), new VariableByte()), + new SkippableComposition(new FastPFOR(), new VariableByte()), new Simple9(), new Simple16() }; - /** - * @throws IOException - * if the resource cannot be accessed (should be considered a - * bug) - * - */ - @Test - public void IntCompressorTest() throws IOException { - // next line requires Java8? - // int[] data = - // Files.lines(Paths.get("integers.txt")).mapToInt(Integer::parseInt).toArray(); - File f = new File("src/test/resources/integers.txt"); - System.out.println("loading test data from "+ f.getAbsolutePath()); - BufferedReader bfr = new BufferedReader(new FileReader(f)); - String line; - ArrayList ai = new ArrayList(); - while ((line = bfr.readLine()) != null) { - ai.add(Integer.parseInt(line)); - } - bfr.close(); - int[] data = new int[ai.size()]; - for (int k = 0; k < data.length; ++k) - data[k] = ai.get(k).intValue(); - ai = null; - // finally! - { - IntegratedIntCompressor iic = new IntegratedIntCompressor(); - int[] compressed = iic.compress(data); - int[] recovered = iic.uncompress(compressed); - Assert.assertArrayEquals(recovered, data); - } - for (SkippableIntegerCODEC C : codecs) { - IntCompressor iic = new IntCompressor(C); - int[] compressed = iic.compress(data); - int[] recovered = iic.uncompress(compressed); - Assert.assertArrayEquals(recovered, data); + /** + * @throws IOException + * if the resource cannot be accessed (should be considered a + * bug) + * + */ + @Test + public void IntCompressorTest() throws IOException { + // next line requires Java8? + // int[] data = + // Files.lines(Paths.get("integers.txt")).mapToInt(Integer::parseInt).toArray(); + File f = new File("src/test/resources/integers.txt"); + System.out.println("loading test data from "+ f.getAbsolutePath()); + BufferedReader bfr = new BufferedReader(new FileReader(f)); + String line; + ArrayList ai = new ArrayList(); + while ((line = bfr.readLine()) != null) { + ai.add(Integer.parseInt(line)); + } + bfr.close(); + int[] data = new int[ai.size()]; + for (int k = 0; k < data.length; ++k) + data[k] = ai.get(k).intValue(); + ai = null; + // finally! + { + IntegratedIntCompressor iic = new IntegratedIntCompressor(); + int[] compressed = iic.compress(data); + int[] recovered = iic.uncompress(compressed); + Assert.assertArrayEquals(recovered, data); + } + for (SkippableIntegerCODEC C : codecs) { + IntCompressor iic = new IntCompressor(C); + int[] compressed = iic.compress(data); + int[] recovered = iic.uncompress(compressed); + Assert.assertArrayEquals(recovered, data); - } - for (SkippableIntegerCODEC C : codecs) { - if (C instanceof SkippableIntegratedIntegerCODEC) { - IntegratedIntCompressor iic = new IntegratedIntCompressor((SkippableIntegratedIntegerCODEC) C); - int[] compressed = iic.compress(data); - int[] recovered = iic.uncompress(compressed); - Assert.assertArrayEquals(recovered, data); - } + } + for (SkippableIntegerCODEC C : codecs) { + if (C instanceof SkippableIntegratedIntegerCODEC) { + IntegratedIntCompressor iic = new IntegratedIntCompressor((SkippableIntegratedIntegerCODEC) C); + int[] compressed = iic.compress(data); + int[] recovered = iic.uncompress(compressed); + Assert.assertArrayEquals(recovered, data); + } - } + } - } + } } diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index 93c1784..9018229 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -19,7 +19,7 @@ */ @SuppressWarnings({ "static-method" }) public class SkippableBasicTest { - final SkippableIntegerCODEC[] codecs = { + final SkippableIntegerCODEC[] codecs = { new JustCopy(), new VariableByte(), new SkippableComposition(new BinaryPacking(), new VariableByte()), diff --git a/src/test/java/me/lemire/longcompression/LongBasicTest.java b/src/test/java/me/lemire/longcompression/LongBasicTest.java index 5aa3551..ab306d4 100644 --- a/src/test/java/me/lemire/longcompression/LongBasicTest.java +++ b/src/test/java/me/lemire/longcompression/LongBasicTest.java @@ -47,33 +47,33 @@ public class LongBasicTest { new LongVariableByte(), new LongAs2IntsCodec()}; - /** + /** * This tests with a compressed array with various offset */ - @Test - public void saulTest() { - for (LongCODEC C : codecs) { - for (int x = 0; x < 50; ++x) { - long[] a = { 2, 3, 4, 5 }; - long[] b = new long[90]; - long[] c = new long[a.length]; - - IntWrapper aOffset = new IntWrapper(0); - IntWrapper bOffset = new IntWrapper(x); - C.compress(a, aOffset, a.length, b, bOffset); - int len = bOffset.get() - x; - - bOffset.set(x); - IntWrapper cOffset = new IntWrapper(0); - C.uncompress(b, bOffset, len, c, cOffset); - if(!Arrays.equals(a, c)) { - System.out.println("Problem with "+C); - } - assertArrayEquals(a, c); - - } - } - } + @Test + public void saulTest() { + for (LongCODEC C : codecs) { + for (int x = 0; x < 50; ++x) { + long[] a = { 2, 3, 4, 5 }; + long[] b = new long[90]; + long[] c = new long[a.length]; + + IntWrapper aOffset = new IntWrapper(0); + IntWrapper bOffset = new IntWrapper(x); + C.compress(a, aOffset, a.length, b, bOffset); + int len = bOffset.get() - x; + + bOffset.set(x); + IntWrapper cOffset = new IntWrapper(0); + C.uncompress(b, bOffset, len, c, cOffset); + if(!Arrays.equals(a, c)) { + System.out.println("Problem with "+C); + } + assertArrayEquals(a, c); + + } + } + } /** * */ @@ -167,16 +167,16 @@ public void varyingLengthTest2() { @Test public void checkVariousCases() { for (LongCODEC c : codecs) { - testZeroInZeroOut(c); - test(c, c, 5, 10); - test(c, c, 5, 14); - test(c, c, 2, 18); - // TODO Unclear which codec should manage an empty output array or not - // Some IntegerCodec does not output anything if the input is smaller than some block size - // testSpurious(c); - testUnsorted(c); - testUnsorted2(c); - testUnsorted3(c); + testZeroInZeroOut(c); + test(c, c, 5, 10); + test(c, c, 5, 14); + test(c, c, 2, 18); + // TODO Unclear which codec should manage an empty output array or not + // Some IntegerCodec does not output anything if the input is smaller than some block size + // testSpurious(c); + testUnsorted(c); + testUnsorted2(c); + testUnsorted3(c); } } @@ -273,7 +273,7 @@ private static void testCodec(LongCODEC c, LongCODEC co, buffer[0] = backupdata[0]; co.uncompress(dataout, inpos, thiscompsize - 1, buffer, outpos); if (!(c instanceof IntegratedLongCODEC)) - LongDelta.fastinverseDelta(buffer); + LongDelta.fastinverseDelta(buffer); // Check assertions. assertEquals("length is not match", outpos.get(), data[k].length); @@ -357,19 +357,19 @@ private void testUnsorted3(LongCODEC codec) { @Test public void fastPforTest() { // proposed by Stefan Ackermann (https://github.com/Stivo) - for (LongCODEC codec : codecs) { - int N = FastPFOR.BLOCK_SIZE; - long[] data = new long[N]; - for (int i = 0; i < N; i++) - data[i] = 0; - data[126] = -1; - long[] comp = LongTestUtils.compress(codec, Arrays.copyOf(data, N)); - long[] answer = LongTestUtils.uncompress(codec, comp, N); - for (int k = 0; k < N; ++k) - if (answer[k] != data[k]) - throw new RuntimeException("bug " + k + " " + answer[k] - + " != " + data[k]); - } + for (LongCODEC codec : codecs) { + int N = FastPFOR.BLOCK_SIZE; + long[] data = new long[N]; + for (int i = 0; i < N; i++) + data[i] = 0; + data[126] = -1; + long[] comp = LongTestUtils.compress(codec, Arrays.copyOf(data, N)); + long[] answer = LongTestUtils.uncompress(codec, comp, N); + for (int k = 0; k < N; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug " + k + " " + answer[k] + + " != " + data[k]); + } } /** @@ -378,19 +378,19 @@ public void fastPforTest() { @Test public void fastPfor128Test() { // proposed by Stefan Ackermann (https://github.com/Stivo) - for (LongCODEC codec : codecs) { - int N = FastPFOR128.BLOCK_SIZE; - long[] data = new long[N]; - for (int i = 0; i < N; i++) - data[i] = 0; - data[126] = -1; - long[] comp = LongTestUtils.compress(codec, Arrays.copyOf(data, N)); - long[] answer = LongTestUtils.uncompress(codec, comp, N); - for (int k = 0; k < N; ++k) - if (answer[k] != data[k]) - throw new RuntimeException("bug " + k + " " + answer[k] - + " != " + data[k]); - } + for (LongCODEC codec : codecs) { + int N = FastPFOR128.BLOCK_SIZE; + long[] data = new long[N]; + for (int i = 0; i < N; i++) + data[i] = 0; + data[126] = -1; + long[] comp = LongTestUtils.compress(codec, Arrays.copyOf(data, N)); + long[] answer = LongTestUtils.uncompress(codec, comp, N); + for (int k = 0; k < N; ++k) + if (answer[k] != data[k]) + throw new RuntimeException("bug " + k + " " + answer[k] + + " != " + data[k]); + } } } diff --git a/src/test/java/me/lemire/longcompression/LongTestUtils.java b/src/test/java/me/lemire/longcompression/LongTestUtils.java index a44e665..4a30b41 100644 --- a/src/test/java/me/lemire/longcompression/LongTestUtils.java +++ b/src/test/java/me/lemire/longcompression/LongTestUtils.java @@ -127,7 +127,7 @@ protected static long[] uncompressHeadless(SkippableLongCODEC codec, long[] data return Arrays.copyOf(outBuf, outPos.get()); } - public static String longToBinaryWithLeading(long l) { - return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0'); - } + public static String longToBinaryWithLeading(long l) { + return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0'); + } } diff --git a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java index e900c9c..d7f6f2c 100644 --- a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java +++ b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java @@ -78,15 +78,15 @@ public void varyingLengthTest() { for (SkippableLongCODEC c : codecs) { System.out.println("[SkippeableBasicTest.varyingLengthTest] codec = "+c); for (int L = 1; L <= 128; L++) { - long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); - long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); + long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); for (int k = 0; k < L; ++k) if (answer[k] != data[k]) throw new RuntimeException("bug "+c.toString()+" "+k+" "+answer[k]+" "+data[k]); } for (int L = 128; L <= N; L *= 2) { - long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); - long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); + long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); for (int k = 0; k < L; ++k) if (answer[k] != data[k]) throw new RuntimeException("bug"); @@ -123,16 +123,16 @@ public void varyingLengthTest2() { e.printStackTrace(); } for (int L = 1; L <= 128; L++) { - long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); - long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); + long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); for (int k = 0; k < L; ++k) if (answer[k] != data[k]) { - throw new RuntimeException("L=" + L + ": bug at k = "+k+" "+answer[k]+" "+data[k]+" for "+c.toString()); + throw new RuntimeException("L=" + L + ": bug at k = "+k+" "+answer[k]+" "+data[k]+" for "+c.toString()); } } for (int L = 128; L <= N; L *= 2) { - long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); - long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); + long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L)); + long[] answer = LongTestUtils.uncompressHeadless(c, comp, L); for (int k = 0; k < L; ++k) if (answer[k] != data[k]) throw new RuntimeException("bug"); diff --git a/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java b/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java index 00bb52a..b247ed8 100644 --- a/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java +++ b/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java @@ -18,89 +18,89 @@ * @author Benoit Lacelle */ public class TestLongAs2IntsCodec { - final LongAs2IntsCodec codec = new LongAs2IntsCodec(); - - private void checkConsistency(LongCODEC codec, long[] array) { - { - long[] compressed = LongTestUtils.compress(codec, array); - long[] uncompressed = LongTestUtils.uncompress(codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - - if (codec instanceof ByteLongCODEC) { - byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); - long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - - if (codec instanceof SkippableLongCODEC) { - long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); - long[] uncompressed = - LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - } - - @Test - public void testCodec_Zero() { - checkConsistency(codec, new long[] { 0 }); - } - - @Test - public void testCodec_Minus1() { - checkConsistency(codec, new long[] { -1 }); - } - - @Test - public void testCodec_ZeroTimes8Minus1() { - checkConsistency(codec, new long[] { 0, 0, 0, 0, 0, 0, 0, 0, -1 }); - } - - @Test - public void testCodec_ZeroTimes127Minus1() { - long[] array = LongStream.concat(LongStream.range(0, 127).map(l -> 0), LongStream.of(-1)).toArray(); - - checkConsistency(codec, array); - } - - @Test - public void testCodec_ZeroTimes128Minus1() { - long[] array = LongStream.concat(LongStream.range(0, 128).map(l -> 0), LongStream.of(-1)).toArray(); - - checkConsistency(codec, array); - } - - @Test - public void testCodec_MinValue() { - checkConsistency(codec, new long[] { Long.MIN_VALUE }); - } - - @Test - public void testCodec_ZeroMinValue() { - checkConsistency(codec, new long[] { 0, Long.MIN_VALUE }); - } - - @Test - public void testCodec_allPowerOfTwo() { - checkConsistency(codec, new long[] { 1L << 42 }); - for (int i = 0; i < 64; i++) { - checkConsistency(codec, new long[] { 1L << i }); - } - } - - @Test - public void testCodec_ZeroThenAllPowerOfTwo() { - for (int i = 0; i < 64; i++) { - checkConsistency(codec, new long[] { 0, 1L << i }); - } - } - - @Test - public void testCodec_intermediateHighPowerOfTwo() { - Assert.assertEquals(3, LongTestUtils.compress((LongCODEC) codec, new long[] { 1L << 42 }).length); - } + final LongAs2IntsCodec codec = new LongAs2IntsCodec(); + + private void checkConsistency(LongCODEC codec, long[] array) { + { + long[] compressed = LongTestUtils.compress(codec, array); + long[] uncompressed = LongTestUtils.uncompress(codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + + if (codec instanceof ByteLongCODEC) { + byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); + long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + + if (codec instanceof SkippableLongCODEC) { + long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); + long[] uncompressed = + LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + } + + @Test + public void testCodec_Zero() { + checkConsistency(codec, new long[] { 0 }); + } + + @Test + public void testCodec_Minus1() { + checkConsistency(codec, new long[] { -1 }); + } + + @Test + public void testCodec_ZeroTimes8Minus1() { + checkConsistency(codec, new long[] { 0, 0, 0, 0, 0, 0, 0, 0, -1 }); + } + + @Test + public void testCodec_ZeroTimes127Minus1() { + long[] array = LongStream.concat(LongStream.range(0, 127).map(l -> 0), LongStream.of(-1)).toArray(); + + checkConsistency(codec, array); + } + + @Test + public void testCodec_ZeroTimes128Minus1() { + long[] array = LongStream.concat(LongStream.range(0, 128).map(l -> 0), LongStream.of(-1)).toArray(); + + checkConsistency(codec, array); + } + + @Test + public void testCodec_MinValue() { + checkConsistency(codec, new long[] { Long.MIN_VALUE }); + } + + @Test + public void testCodec_ZeroMinValue() { + checkConsistency(codec, new long[] { 0, Long.MIN_VALUE }); + } + + @Test + public void testCodec_allPowerOfTwo() { + checkConsistency(codec, new long[] { 1L << 42 }); + for (int i = 0; i < 64; i++) { + checkConsistency(codec, new long[] { 1L << i }); + } + } + + @Test + public void testCodec_ZeroThenAllPowerOfTwo() { + for (int i = 0; i < 64; i++) { + checkConsistency(codec, new long[] { 0, 1L << i }); + } + } + + @Test + public void testCodec_intermediateHighPowerOfTwo() { + Assert.assertEquals(3, LongTestUtils.compress((LongCODEC) codec, new long[] { 1L << 42 }).length); + } } diff --git a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java index 15613f2..9ba3818 100644 --- a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java +++ b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java @@ -18,86 +18,86 @@ * @author Benoit Lacelle */ public class TestLongVariableByte { - final LongVariableByte codec = new LongVariableByte(); - - private void checkConsistency(LongCODEC codec, long[] array) { - { - long[] compressed = LongTestUtils.compress(codec, array); - long[] uncompressed = LongTestUtils.uncompress(codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - - if (codec instanceof ByteLongCODEC) { - byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); - long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - - if (codec instanceof SkippableLongCODEC) { - long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); - long[] uncompressed = - LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); - - Assert.assertArrayEquals(array, uncompressed); - } - } - - @Test - public void testCodec_ZeroMinus1() { - checkConsistency(codec, new long[] { -1 }); - } - - @Test - public void testCodec_ZeroTimes8Minus1() { - checkConsistency(codec, new long[] { 0, 0, 0, 0, 0, 0, 0, 0, -1 }); - } - - @Test - public void testCodec_ZeroTimes127Minus1() { - long[] array = LongStream.concat(LongStream.range(0, 127).map(l -> 0), LongStream.of(-1)).toArray(); - - checkConsistency(codec, array); - } - - @Test - public void testCodec_ZeroTimes128Minus1() { - long[] array = LongStream.concat(LongStream.range(0, 128).map(l -> 0), LongStream.of(-1)).toArray(); - - checkConsistency(codec, array); - } - - @Test - public void testCodec_MinValue() { - checkConsistency(codec, new long[] { Long.MIN_VALUE }); - } - - @Test - public void testCodec_ZeroMinValue() { - checkConsistency(codec, new long[] { 0, Long.MIN_VALUE }); - } - - @Test - public void testCodec_allPowerOfTwo() { - checkConsistency(codec, new long[] { 1L << 42 }); - for (int i = 0; i < 64; i++) { - checkConsistency(codec, new long[] { 1L << i }); - } - } - - @Test - public void testCodec_ZeroThenAllPowerOfTwo() { - for (int i = 0; i < 64; i++) { - checkConsistency(codec, new long[] { 0, 1L << i }); - } - } - - @Test - public void testCodec_intermediateHighPowerOfTwo() { - Assert.assertEquals(1, LongTestUtils.compress((LongCODEC) codec, new long[] { 1L << 42 }).length); - Assert.assertEquals(7, LongTestUtils.compress((ByteLongCODEC) codec, new long[] { 1L << 42 }).length); - Assert.assertEquals(1, LongTestUtils.compressHeadless((SkippableLongCODEC) codec, new long[] { 1L << 42 }).length); - } + final LongVariableByte codec = new LongVariableByte(); + + private void checkConsistency(LongCODEC codec, long[] array) { + { + long[] compressed = LongTestUtils.compress(codec, array); + long[] uncompressed = LongTestUtils.uncompress(codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + + if (codec instanceof ByteLongCODEC) { + byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array); + long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + + if (codec instanceof SkippableLongCODEC) { + long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array); + long[] uncompressed = + LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length); + + Assert.assertArrayEquals(array, uncompressed); + } + } + + @Test + public void testCodec_ZeroMinus1() { + checkConsistency(codec, new long[] { -1 }); + } + + @Test + public void testCodec_ZeroTimes8Minus1() { + checkConsistency(codec, new long[] { 0, 0, 0, 0, 0, 0, 0, 0, -1 }); + } + + @Test + public void testCodec_ZeroTimes127Minus1() { + long[] array = LongStream.concat(LongStream.range(0, 127).map(l -> 0), LongStream.of(-1)).toArray(); + + checkConsistency(codec, array); + } + + @Test + public void testCodec_ZeroTimes128Minus1() { + long[] array = LongStream.concat(LongStream.range(0, 128).map(l -> 0), LongStream.of(-1)).toArray(); + + checkConsistency(codec, array); + } + + @Test + public void testCodec_MinValue() { + checkConsistency(codec, new long[] { Long.MIN_VALUE }); + } + + @Test + public void testCodec_ZeroMinValue() { + checkConsistency(codec, new long[] { 0, Long.MIN_VALUE }); + } + + @Test + public void testCodec_allPowerOfTwo() { + checkConsistency(codec, new long[] { 1L << 42 }); + for (int i = 0; i < 64; i++) { + checkConsistency(codec, new long[] { 1L << i }); + } + } + + @Test + public void testCodec_ZeroThenAllPowerOfTwo() { + for (int i = 0; i < 64; i++) { + checkConsistency(codec, new long[] { 0, 1L << i }); + } + } + + @Test + public void testCodec_intermediateHighPowerOfTwo() { + Assert.assertEquals(1, LongTestUtils.compress((LongCODEC) codec, new long[] { 1L << 42 }).length); + Assert.assertEquals(7, LongTestUtils.compress((ByteLongCODEC) codec, new long[] { 1L << 42 }).length); + Assert.assertEquals(1, LongTestUtils.compressHeadless((SkippableLongCODEC) codec, new long[] { 1L << 42 }).length); + } } diff --git a/src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java b/src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java index 5b90ee0..c964f6f 100644 --- a/src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java +++ b/src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java @@ -29,7 +29,7 @@ public LongClusteredDataGenerator() { } void fillUniform(long[] array, int offset, int length, long Min, long Max) { - long[] v = this.unidg.generateUniform(length, Max - Min); + long[] v = this.unidg.generateUniform(length, Max - Min); for (int k = 0; k < v.length; ++k) array[k + offset] = Min + v[k]; } @@ -70,7 +70,7 @@ void fillClustered(long[] array, int offset, int length, long Min, long Max) { * @return array containing the integers */ public long[] generateClustered(int N, long Max) { - long[] array = new long[N]; + long[] array = new long[N]; fillClustered(array, 0, N, 0, Max); return array; } @@ -82,7 +82,7 @@ public long[] generateClustered(int N, long Max) { * arguments are ignored */ public static void main(final String[] args) { - long[] example = (new LongClusteredDataGenerator()) + long[] example = (new LongClusteredDataGenerator()) .generateClustered(20, 1000); for (int k = 0; k < example.length; ++k) System.out.println(example[k]); diff --git a/src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java b/src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java index 4d435f2..4aa797b 100644 --- a/src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java +++ b/src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java @@ -59,12 +59,12 @@ long[] generateUniformHash(int N, long Max) { * output all longs from the range [0,Max) that are not in the array */ static long[] negate(long[] x, long Max) { - int newLength = saturatedCast(Max - x.length); - long[] ans = new long[newLength]; + int newLength = saturatedCast(Max - x.length); + long[] ans = new long[newLength]; int i = 0; int c = 0; for (int j = 0; j < x.length; ++j) { - long v = x[j]; + long v = x[j]; for (; i < v; ++i) ans[c++] = i; ++i; @@ -74,13 +74,13 @@ static long[] negate(long[] x, long Max) { return ans; } - private static int saturatedCast(long toInt) { - if (toInt > Integer.MAX_VALUE) { - return Integer.MAX_VALUE; - } else { - return (int) toInt; - } - } + private static int saturatedCast(long toInt) { + if (toInt > Integer.MAX_VALUE) { + return Integer.MAX_VALUE; + } else { + return (int) toInt; + } + } /** * generates randomly N distinct longs from 0 to Max. @@ -92,7 +92,7 @@ private static int saturatedCast(long toInt) { * @return an array containing randomly selected longs */ public long[] generateUniform(int N, long Max) { - assert N >= 0; + assert N >= 0; assert Max >= 0; if (N * 2 > Max) { return negate(generateUniform(saturatedCast(Max - N), Max), Max); From 9640566814326385a73c0f794f4c6d36050200d5 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Mon, 29 Sep 2025 18:21:32 +0200 Subject: [PATCH 190/266] Fix variable-byte encoding of large longs Previously, the branch encoding longs in 9 bytes was unreachable because the condition `val < (1L << 63)` is always false. Only negative longs should be encoded using 10 bytes. --- .../longcompression/LongVariableByte.java | 4 ++-- .../longcompression/TestLongVariableByte.java | 18 ++++++++++++------ 2 files changed, 14 insertions(+), 8 deletions(-) diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java index ad2b0eb..884d538 100644 --- a/src/main/java/me/lemire/longcompression/LongVariableByte.java +++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java @@ -90,7 +90,7 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] o buf.put((byte) extract7bits(5, val)); buf.put((byte) extract7bits(6, val)); buf.put((byte) (extract7bitsmaskless(7, (val)) | (1 << 7))); - } else if (val >= 0 && val < (1L << 63)) { + } else if (val >= 0) { buf.put((byte) extract7bits(0, val)); buf.put((byte) extract7bits(1, val)); buf.put((byte) extract7bits(2, val)); @@ -175,7 +175,7 @@ public void compress(long[] in, IntWrapper inpos, int inlength, byte[] out, out[outpostmp++] = (byte) extract7bits(5, val); out[outpostmp++] = (byte) extract7bits(6, val); out[outpostmp++] = (byte) (extract7bitsmaskless(7, (val)) | (1 << 7)); - } else if (val >= 0 && val < (1L << 63)) { + } else if (val >= 0) { out[outpostmp++] = (byte) extract7bits(0, val); out[outpostmp++] = (byte) extract7bits(1, val); out[outpostmp++] = (byte) extract7bits(2, val); diff --git a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java index ee1755a..3cb2a49 100644 --- a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java +++ b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java @@ -24,11 +24,17 @@ public LongCODEC getCodec() { } @Test - public void testCodec_intermediateHighPowerOfTwo() { - Assert.assertEquals(1, LongTestUtils.compress((LongCODEC) codec, new long[] { 1L << 42 }).length); - Assert.assertEquals(7, LongTestUtils.compress((ByteLongCODEC) codec, new long[] { 1L << 42 }).length); - Assert.assertEquals(1, - LongTestUtils.compressHeadless((SkippableLongCODEC) codec, new long[] { 1L << 42 }).length); - } + public void testCodec_allBitWidths() { + for (int bitWidth = 0; bitWidth <= 64; bitWidth++) { + long value = bitWidth == 0 ? 0 : 1L << (bitWidth - 1); + + int expectedSizeInBytes = Math.max(1, (bitWidth + 6) / 7); + int expectedSizeInLongs = (expectedSizeInBytes > 8) ? 2 : 1; + Assert.assertEquals(expectedSizeInLongs, LongTestUtils.compress((LongCODEC) codec, new long[] { value }).length); + Assert.assertEquals(expectedSizeInBytes, LongTestUtils.compress((ByteLongCODEC) codec, new long[] { value }).length); + Assert.assertEquals(expectedSizeInLongs, + LongTestUtils.compressHeadless((SkippableLongCODEC) codec, new long[] { value }).length); + } + } } From e19e01874753ca8492d76e50340d69fb796259d6 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Mon, 29 Sep 2025 11:55:17 +0200 Subject: [PATCH 191/266] Compute max compressed length for SkippableIntegratedIntegerCODEC --- example.java | 6 +--- .../differential/IntegratedBinaryPacking.java | 12 ++++++- .../differential/IntegratedIntCompressor.java | 3 +- .../differential/IntegratedVariableByte.java | 10 ++++++ .../SkippableIntegratedComposition.java | 9 +++++ .../SkippableIntegratedIntegerCODEC.java | 17 ++++++++++ .../lemire/integercompression/AdhocTest.java | 6 ++-- .../integercompression/ExampleTest.java | 6 +--- .../SkippableBasicTest.java | 33 +++++++++++++++++++ 9 files changed, 87 insertions(+), 15 deletions(-) diff --git a/example.java b/example.java index 71ccd63..25acc0c 100644 --- a/example.java +++ b/example.java @@ -104,11 +104,7 @@ public static void basicExampleHeadless() { // be processed using variable byte SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()); - // output vector should be large enough... - int[] compressed = new int[data.length + 1024]; - // compressed might not be large enough in some cases - // if you get java.lang.ArrayIndexOutOfBoundsException, try - // allocating more memory + int[] compressed = new int[codec.maxHeadlessCompressedLength(new IntWrapper(0), data.length)]; /** * diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java index 7e1c161..f50a367 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedBinaryPacking.java @@ -49,7 +49,8 @@ public class IntegratedBinaryPacking implements IntegratedIntegerCODEC, SkippableIntegratedIntegerCODEC { - static final int BLOCK_SIZE = 32; + public static final int BLOCK_SIZE = 32; + private static final int MAX_BIT_WIDTH = Integer.SIZE; @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, @@ -170,4 +171,13 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, initvalue.set(initoffset); inpos.set(tmpinpos); } + + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + int blockCount = inlength / BLOCK_SIZE; + int headersSizeInInts = blockCount / Integer.BYTES + (blockCount % Integer.BYTES); + int blocksSizeInInts = blockCount * MAX_BIT_WIDTH; + compressedPositions.add(blockCount * BLOCK_SIZE); + return headersSizeInInts + blocksSizeInInts; + } } diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java b/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java index 72159ba..ad6467a 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java @@ -39,7 +39,8 @@ public IntegratedIntCompressor() { * @throws UncompressibleInputException if the data is too poorly compressible */ public int[] compress(int[] input) { - int [] compressed = new int[input.length + input.length / 100 + 1024]; + int maxCompressedLength = codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length); + int [] compressed = new int[maxCompressedLength + 1]; // +1 to store the length of the input compressed[0] = input.length; IntWrapper outpos = new IntWrapper(1); IntWrapper initvalue = new IntWrapper(0); diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java index 918a900..a577031 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedVariableByte.java @@ -24,6 +24,8 @@ public class IntegratedVariableByte implements IntegratedIntegerCODEC, IntegratedByteIntegerCODEC, SkippableIntegratedIntegerCODEC { + private static final int MAX_BYTES_PER_INT = 5; + private static byte extract7bits(int i, long val) { return (byte)((val >> (7 * i)) & ((1 << 7) - 1)); } @@ -257,6 +259,14 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, inpos.set(p + (s!=0 ? 1 : 0)); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + int maxLengthInBytes = inlength * MAX_BYTES_PER_INT; + int maxLengthInInts = (maxLengthInBytes + Integer.BYTES - 1) / Integer.BYTES; + compressedPositions.add(inlength); + return maxLengthInInts; + } + /** * Creates a new buffer of the requested size. * diff --git a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java index abcc027..a1379ad 100644 --- a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java +++ b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java @@ -76,4 +76,13 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, F2.headlessUncompress(in, inpos, inlength, out, outpos,num,initvalue); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + int init = compressedPositions.get(); + int maxLength = F1.maxHeadlessCompressedLength(compressedPositions, inlength); + maxLength += 1; // Add +1 for the potential F2 header. Question: is this header actually needed in the headless version? + inlength -= compressedPositions.get() - init; + maxLength += F2.maxHeadlessCompressedLength(compressedPositions, inlength); + return maxLength; + } } diff --git a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java index 8b7fd4b..e2df754 100644 --- a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedIntegerCODEC.java @@ -71,4 +71,21 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num, IntWrapper initvalue); + /** + * Compute the maximum number of integers that might be required to store + * the compressed form of a given input array segment, without headers. + *

    + * This is useful to pre-allocate the output buffer before calling + * {@link #headlessCompress(int[], IntWrapper, int, int[], IntWrapper, IntWrapper)}. + *

    + * + * @param compressedPositions + * since not all schemes compress every input integer, this parameter + * returns how many input integers will actually be compressed. + * This is useful when composing multiple schemes. + * @param inlength + * number of integers to be compressed + * @return the maximum number of integers needed in the output array + */ + int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength); } diff --git a/src/test/java/me/lemire/integercompression/AdhocTest.java b/src/test/java/me/lemire/integercompression/AdhocTest.java index aa6718b..ea7800b 100644 --- a/src/test/java/me/lemire/integercompression/AdhocTest.java +++ b/src/test/java/me/lemire/integercompression/AdhocTest.java @@ -108,11 +108,11 @@ public void testIssue29b() { @Test public void testIssue41() { for (int x = 0; x < 64; x++) { - int[] a = { 2, 3, 4, 5 }; - int[] b = new int[90]; - int[] c = new int[a.length]; SkippableIntegratedIntegerCODEC codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()); + int[] a = { 2, 3, 4, 5 }; + int[] b = new int[x + codec.maxHeadlessCompressedLength(new IntWrapper(0), a.length)]; + int[] c = new int[a.length]; IntWrapper aOffset = new IntWrapper(0); IntWrapper bOffset = new IntWrapper(x); IntWrapper initValue = new IntWrapper(0); diff --git a/src/test/java/me/lemire/integercompression/ExampleTest.java b/src/test/java/me/lemire/integercompression/ExampleTest.java index ce10d18..62eb6f6 100644 --- a/src/test/java/me/lemire/integercompression/ExampleTest.java +++ b/src/test/java/me/lemire/integercompression/ExampleTest.java @@ -116,11 +116,7 @@ public void basicExampleHeadless() { // be processed using variable byte SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()); - // output vector should be large enough... - int[] compressed = new int[data.length + 1024]; - // compressed might not be large enough in some cases - // if you get java.lang.ArrayIndexOutOfBoundsException, try - // allocating more memory + int[] compressed = new int[codec.maxHeadlessCompressedLength(new IntWrapper(0), data.length)]; /** * diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index 9018229..3c31305 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -9,8 +9,13 @@ import java.util.Arrays; +import me.lemire.integercompression.differential.IntegratedBinaryPacking; +import me.lemire.integercompression.differential.IntegratedVariableByte; +import me.lemire.integercompression.differential.SkippableIntegratedComposition; +import me.lemire.integercompression.differential.SkippableIntegratedIntegerCODEC; import org.junit.Test; +import static org.junit.Assert.assertTrue; /** * Just some basic sanity tests. @@ -147,5 +152,33 @@ public void varyingLengthTest2() { } } + @Test + public void testMaxHeadlessCompressedLength() { + testMaxHeadlessCompressedLength(new IntegratedBinaryPacking(), 16 * IntegratedBinaryPacking.BLOCK_SIZE); + testMaxHeadlessCompressedLength(new IntegratedVariableByte(), 128); + testMaxHeadlessCompressedLength(new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()), 16 * IntegratedBinaryPacking.BLOCK_SIZE + 10); + } + + private static void testMaxHeadlessCompressedLength(SkippableIntegratedIntegerCODEC codec, int inlengthTo) { + // We test the worst-case scenario by making all deltas and the initial value negative. + int delta = -1; + int value = delta; + + for (int inlength = 0; inlength < inlengthTo; ++inlength) { + int[] input = new int[inlength]; + for (int i = 0; i < inlength; i++) { + input[i] = value; + value += delta; + } + int maxOutputLength = codec.maxHeadlessCompressedLength(new IntWrapper(), inlength); + int[] output = new int[maxOutputLength]; + IntWrapper outPos = new IntWrapper(); + + codec.headlessCompress(input, new IntWrapper(), inlength, output, outPos, new IntWrapper()); + // If we reach this point, no exception was thrown, which means the calculated output length was sufficient. + + assertTrue(maxOutputLength <= outPos.get() + 1); // +1 because SkippableIntegratedComposition always adds one extra integer for the potential header + } + } } From 32e374a350ccfa0764f5860b412028f2f3887231 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Mon, 29 Sep 2025 13:36:07 +0200 Subject: [PATCH 192/266] Compute max compressed length for SkippableIntegerCODEC MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Calculating the maximum compressed length is now implemented for all schemes except: * Kamikaze — as stated in the Javadoc, it is not intended for production use. * VectorFastPFOR — it does not appear to be supported for production yet, as it is not included in the release package. --- example.java | 6 +- .../integercompression/BinaryPacking.java | 16 +++++- .../lemire/integercompression/FastPFOR.java | 21 ++++++- .../integercompression/FastPFOR128.java | 19 +++++++ .../integercompression/GroupSimple9.java | 8 ++- .../integercompression/IntCompressor.java | 3 +- .../lemire/integercompression/JustCopy.java | 6 ++ .../lemire/integercompression/Kamikaze.java | 7 ++- .../me/lemire/integercompression/NewPFD.java | 11 ++++ .../lemire/integercompression/NewPFDS16.java | 11 ++++ .../lemire/integercompression/NewPFDS9.java | 11 ++++ .../me/lemire/integercompression/OptPFD.java | 11 ++++ .../lemire/integercompression/OptPFDS16.java | 13 ++++- .../lemire/integercompression/OptPFDS9.java | 13 ++++- .../lemire/integercompression/Simple16.java | 8 ++- .../me/lemire/integercompression/Simple9.java | 6 ++ .../SkippableComposition.java | 10 ++++ .../SkippableIntegerCODEC.java | 17 ++++++ .../integercompression/VariableByte.java | 10 ++++ .../vector/VectorFastPFOR.java | 5 ++ .../lemire/integercompression/AdhocTest.java | 4 +- .../integercompression/ExampleTest.java | 6 +- .../SkippableBasicTest.java | 57 ++++++++++++++++++- .../lemire/integercompression/TestUtils.java | 2 +- 24 files changed, 263 insertions(+), 18 deletions(-) diff --git a/example.java b/example.java index 25acc0c..75dfb05 100644 --- a/example.java +++ b/example.java @@ -263,10 +263,12 @@ public static void headlessDemo() { int[] uncompressed1 = {1,2,1,3,1}; int[] uncompressed2 = {3,2,4,6,1}; - int[] compressed = new int[uncompressed1.length+uncompressed2.length+1024]; - SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); + int maxCompressedLength = codec.maxHeadlessCompressedLength(new IntWrapper(0), uncompressed1.length) + + codec.maxHeadlessCompressedLength(new IntWrapper(0), uncompressed2.length); + int[] compressed = new int[maxCompressedLength]; + // compressing IntWrapper outPos = new IntWrapper(); diff --git a/src/main/java/me/lemire/integercompression/BinaryPacking.java b/src/main/java/me/lemire/integercompression/BinaryPacking.java index 8d5ff90..ce37ff0 100644 --- a/src/main/java/me/lemire/integercompression/BinaryPacking.java +++ b/src/main/java/me/lemire/integercompression/BinaryPacking.java @@ -37,8 +37,9 @@ * @author Daniel Lemire */ public final class BinaryPacking implements IntegerCODEC, SkippableIntegerCODEC { - final static int BLOCK_SIZE = 32; - + public final static int BLOCK_SIZE = 32; + private static final int MAX_BIT_WIDTH = Integer.SIZE; + @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { @@ -131,7 +132,16 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, outpos.add(outlength); inpos.set(tmpinpos); } - + + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + int blockCount = inlength / BLOCK_SIZE; + int headersSizeInInts = blockCount / Integer.BYTES + (blockCount % Integer.BYTES); + int blocksSizeInInts = blockCount * MAX_BIT_WIDTH; + compressedPositions.add(blockCount * BLOCK_SIZE); + return headersSizeInInts + blocksSizeInInts; + } + @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/integercompression/FastPFOR.java b/src/main/java/me/lemire/integercompression/FastPFOR.java index 47969f4..5475496 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR.java @@ -40,6 +40,13 @@ */ public class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { final static int OVERHEAD_OF_EACH_EXCEPT = 8; + private static final int OVERHEAD_OF_EACH_PAGE_IN_INTS = 36; // 1 int for the header + // 1 int for the byte array size + // 1 int for the bitmap + // 1 int for byte array padding (to align to 4 bytes) + // 32 to have enough space to bit-pack the exceptions + private static final int OVERHEAD_OF_EACH_BLOCK_IN_INTS = 1; // 1 byte for the number of bits allocated per truncated integer + // 1 byte for the number of exceptions /** * */ @@ -65,7 +72,7 @@ public class FastPFOR implements IntegerCODEC,SkippableIntegerCODEC { * @param pagesize * the desired page size (recommended value is FastPFOR.DEFAULT_PAGE_SIZE) */ - private FastPFOR(int pagesize) { + FastPFOR(int pagesize) { pageSize = pagesize; // Initiate arrrays. byteContainer = makeBuffer(3 * pageSize @@ -230,6 +237,18 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, } } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + + int pageCount = (inlength + pageSize - 1) / pageSize; + int blockCount = inlength / BLOCK_SIZE; + + // getBestBFromData limits the memory used for exceptions so that the total size of the block does not exceed BLOCK_SIZE integers. + int blockSizeInInts = OVERHEAD_OF_EACH_BLOCK_IN_INTS + BLOCK_SIZE; + return OVERHEAD_OF_EACH_PAGE_IN_INTS * pageCount + blockSizeInInts * blockCount + 24; + } + private void decodePage(int[] in, IntWrapper inpos, int[] out, IntWrapper outpos, int thissize) { final int initpos = inpos.get(); diff --git a/src/main/java/me/lemire/integercompression/FastPFOR128.java b/src/main/java/me/lemire/integercompression/FastPFOR128.java index 83a3e1f..0557c62 100644 --- a/src/main/java/me/lemire/integercompression/FastPFOR128.java +++ b/src/main/java/me/lemire/integercompression/FastPFOR128.java @@ -23,6 +23,13 @@ */ public class FastPFOR128 implements IntegerCODEC,SkippableIntegerCODEC { final static int OVERHEAD_OF_EACH_EXCEPT = 8; + private static final int OVERHEAD_OF_EACH_PAGE_IN_INTS = 36; // 1 int for the header + // 1 int for the byte array size + // 1 int for the bitmap + // 1 int for byte array padding (to align to 4 bytes) + // 32 to have enough space to bit-pack the exceptions + private static final int OVERHEAD_OF_EACH_BLOCK_IN_INTS = 1; // 1 byte for the number of bits allocated per truncated integer + // 1 byte for the number of exceptions /** * */ @@ -209,6 +216,18 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, } } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + + int pageCount = (inlength + pageSize - 1) / pageSize; + int blockCount = inlength / BLOCK_SIZE; + + // getBestBFromData limits the memory used for exceptions so that the total size of the block does not exceed BLOCK_SIZE integers. + int blockSizeInInts = OVERHEAD_OF_EACH_BLOCK_IN_INTS + BLOCK_SIZE; + return OVERHEAD_OF_EACH_PAGE_IN_INTS * pageCount + blockSizeInInts * blockCount + 24; + } + private void decodePage(int[] in, IntWrapper inpos, int[] out, IntWrapper outpos, int thissize) { final int initpos = inpos.get(); diff --git a/src/main/java/me/lemire/integercompression/GroupSimple9.java b/src/main/java/me/lemire/integercompression/GroupSimple9.java index a294080..bd8acfa 100644 --- a/src/main/java/me/lemire/integercompression/GroupSimple9.java +++ b/src/main/java/me/lemire/integercompression/GroupSimple9.java @@ -3549,4 +3549,10 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o inpos.set(tmpinpos); } -} \ No newline at end of file + + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + compressedPositions.add(inlength); + return inlength; + } +} diff --git a/src/main/java/me/lemire/integercompression/IntCompressor.java b/src/main/java/me/lemire/integercompression/IntCompressor.java index abaeea9..57b29f6 100644 --- a/src/main/java/me/lemire/integercompression/IntCompressor.java +++ b/src/main/java/me/lemire/integercompression/IntCompressor.java @@ -36,7 +36,8 @@ public IntCompressor() { * @throws UncompressibleInputException if the data is too poorly compressible */ public int[] compress(int[] input) { - int[] compressed = new int[input.length + input.length / 100 + 1024]; + int maxCompressedLength = codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length); + int[] compressed = new int[maxCompressedLength + 1]; // +1 to store the length of the input // Store at index=0 the length of the input, hence enabling .headlessCompress compressed[0] = input.length; IntWrapper outpos = new IntWrapper(1); diff --git a/src/main/java/me/lemire/integercompression/JustCopy.java b/src/main/java/me/lemire/integercompression/JustCopy.java index 709b86a..f57282c 100644 --- a/src/main/java/me/lemire/integercompression/JustCopy.java +++ b/src/main/java/me/lemire/integercompression/JustCopy.java @@ -42,6 +42,12 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + compressedPositions.add(inlength); + return inlength; + } + @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { diff --git a/src/main/java/me/lemire/integercompression/Kamikaze.java b/src/main/java/me/lemire/integercompression/Kamikaze.java index fd1ac82..4cab30b 100644 --- a/src/main/java/me/lemire/integercompression/Kamikaze.java +++ b/src/main/java/me/lemire/integercompression/Kamikaze.java @@ -38,6 +38,11 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o } } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + throw new UnsupportedOperationException("Calculating the max compressed length is not supported yet."); + } + @Override public String toString() { return "Kamikaze's PForDelta"; @@ -64,4 +69,4 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, headlessUncompress(in, inpos, inlength, out, outpos, outlength); } -} \ No newline at end of file +} diff --git a/src/main/java/me/lemire/integercompression/NewPFD.java b/src/main/java/me/lemire/integercompression/NewPFD.java index 6dd01aa..3da3002 100644 --- a/src/main/java/me/lemire/integercompression/NewPFD.java +++ b/src/main/java/me/lemire/integercompression/NewPFD.java @@ -132,6 +132,17 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, decodePage(in, inpos, out, outpos, mynvalue); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + int blockCount = inlength / BLOCK_SIZE; + // +1 for the header + // getBestBFromData limits the memory used for exceptions so that the total size of the block does not exceed BLOCK_SIZE integers. + int maxBlockSizeInInts = 1 + BLOCK_SIZE; + compressedPositions.add(inlength); + return maxBlockSizeInInts * blockCount; + } + private void decodePage(int[] in, IntWrapper inpos, int[] out, IntWrapper outpos, int thissize) { int tmpoutpos = outpos.get(); diff --git a/src/main/java/me/lemire/integercompression/NewPFDS16.java b/src/main/java/me/lemire/integercompression/NewPFDS16.java index 98370d2..526b8fb 100644 --- a/src/main/java/me/lemire/integercompression/NewPFDS16.java +++ b/src/main/java/me/lemire/integercompression/NewPFDS16.java @@ -131,6 +131,17 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, decodePage(in, inpos, out, outpos, mynvalue); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + int blockCount = inlength / BLOCK_SIZE; + // +1 for the header + // getBestBFromData limits the memory used for exceptions so that the total size of the block does not exceed BLOCK_SIZE integers. + int maxBlockSizeInInts = 1 + BLOCK_SIZE; + compressedPositions.add(inlength); + return maxBlockSizeInInts * blockCount; + } + private void decodePage(int[] in, IntWrapper inpos, int[] out, IntWrapper outpos, int thissize) { int tmpoutpos = outpos.get(); diff --git a/src/main/java/me/lemire/integercompression/NewPFDS9.java b/src/main/java/me/lemire/integercompression/NewPFDS9.java index c8389c1..bd802b6 100644 --- a/src/main/java/me/lemire/integercompression/NewPFDS9.java +++ b/src/main/java/me/lemire/integercompression/NewPFDS9.java @@ -130,6 +130,17 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, decodePage(in, inpos, out, outpos, mynvalue); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + int blockCount = inlength / BLOCK_SIZE; + // +1 for the header + // getBestBFromData limits the memory used for exceptions so that the total size of the block does not exceed BLOCK_SIZE integers. + int maxBlockSizeInInts = 1 + BLOCK_SIZE; + compressedPositions.add(inlength); + return maxBlockSizeInInts * blockCount; + } + private void decodePage(int[] in, IntWrapper inpos, int[] out, IntWrapper outpos, int thissize) { int tmpoutpos = outpos.get(); diff --git a/src/main/java/me/lemire/integercompression/OptPFD.java b/src/main/java/me/lemire/integercompression/OptPFD.java index 8c90586..cfda92e 100644 --- a/src/main/java/me/lemire/integercompression/OptPFD.java +++ b/src/main/java/me/lemire/integercompression/OptPFD.java @@ -147,6 +147,17 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, decodePage(in, inpos, out, outpos, mynvalue); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + int blockCount = inlength / BLOCK_SIZE; + // +1 for the header + // getBestBFromData limits the memory used for exceptions so that the total size of the block does not exceed BLOCK_SIZE integers. + int maxBlockSizeInInts = 1 + BLOCK_SIZE; + compressedPositions.add(inlength); + return maxBlockSizeInInts * blockCount; + } + private void decodePage(int[] in, IntWrapper inpos, int[] out, IntWrapper outpos, int thissize) { int tmpoutpos = outpos.get(); diff --git a/src/main/java/me/lemire/integercompression/OptPFDS16.java b/src/main/java/me/lemire/integercompression/OptPFDS16.java index 8574b10..95c4f62 100644 --- a/src/main/java/me/lemire/integercompression/OptPFDS16.java +++ b/src/main/java/me/lemire/integercompression/OptPFDS16.java @@ -147,6 +147,17 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, decodePage(in, inpos, out, outpos, mynvalue); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + int blockCount = inlength / BLOCK_SIZE; + // +1 for the header + // getBestBFromData limits the memory used for exceptions so that the total size of the block does not exceed BLOCK_SIZE integers. + int maxBlockSizeInInts = 1 + BLOCK_SIZE; + compressedPositions.add(inlength); + return maxBlockSizeInInts * blockCount; + } + private void decodePage(int[] in, IntWrapper inpos, int[] out, IntWrapper outpos, int thissize) { int tmpoutpos = outpos.get(); @@ -197,4 +208,4 @@ public String toString() { return this.getClass().getSimpleName(); } -} \ No newline at end of file +} diff --git a/src/main/java/me/lemire/integercompression/OptPFDS9.java b/src/main/java/me/lemire/integercompression/OptPFDS9.java index 34f4206..0e2563b 100644 --- a/src/main/java/me/lemire/integercompression/OptPFDS9.java +++ b/src/main/java/me/lemire/integercompression/OptPFDS9.java @@ -146,6 +146,17 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, decodePage(in, inpos, out, outpos, mynvalue); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + int blockCount = inlength / BLOCK_SIZE; + // +1 for the header + // getBestBFromData limits the memory used for exceptions so that the total size of the block does not exceed BLOCK_SIZE integers. + int maxBlockSizeInInts = 1 + BLOCK_SIZE; + compressedPositions.add(inlength); + return maxBlockSizeInInts * blockCount; + } + private void decodePage(int[] in, IntWrapper inpos, int[] out, IntWrapper outpos, int thissize) { int tmpoutpos = outpos.get(); @@ -197,4 +208,4 @@ public String toString() { return this.getClass().getSimpleName(); } -} \ No newline at end of file +} diff --git a/src/main/java/me/lemire/integercompression/Simple16.java b/src/main/java/me/lemire/integercompression/Simple16.java index cdc7308..2b7f27f 100644 --- a/src/main/java/me/lemire/integercompression/Simple16.java +++ b/src/main/java/me/lemire/integercompression/Simple16.java @@ -103,6 +103,12 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o outpos.set(i_outpos); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + compressedPositions.add(inlength); + return inlength; + } + /** * Uncompress data from an array to another array. * @@ -182,4 +188,4 @@ public String toString() { { 7, 7, 7, 7 }, { 10, 9, 9, }, { 14, 14 }, { 28 } }; private static final int[][] SHIFTED_S16_BITS = shiftme(S16_BITS); -} \ No newline at end of file +} diff --git a/src/main/java/me/lemire/integercompression/Simple9.java b/src/main/java/me/lemire/integercompression/Simple9.java index 4864756..fd5194d 100644 --- a/src/main/java/me/lemire/integercompression/Simple9.java +++ b/src/main/java/me/lemire/integercompression/Simple9.java @@ -268,6 +268,12 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + compressedPositions.add(inlength); + return inlength; + } + @Override public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { if (inlength == 0) diff --git a/src/main/java/me/lemire/integercompression/SkippableComposition.java b/src/main/java/me/lemire/integercompression/SkippableComposition.java index 5faf7c2..7dd4736 100644 --- a/src/main/java/me/lemire/integercompression/SkippableComposition.java +++ b/src/main/java/me/lemire/integercompression/SkippableComposition.java @@ -61,6 +61,16 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o F2.headlessUncompress(in, inpos, inlength, out, outpos, num); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + int init = compressedPositions.get(); + int maxLength = F1.maxHeadlessCompressedLength(compressedPositions, inlength); + maxLength += 1; // Add +1 for the potential F2 header. Question: is this header actually needed in the headless version? + inlength -= compressedPositions.get() - init; + maxLength += F2.maxHeadlessCompressedLength(compressedPositions, inlength); + return maxLength; + } + @Override public String toString() { return F1.toString() + "+" + F2.toString(); diff --git a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java index 66143b9..b9bdc04 100644 --- a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java +++ b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java @@ -69,4 +69,21 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num); + /** + * Compute the maximum number of integers that might be required to store + * the compressed form of a given input array segment, without headers. + *

    + * This is useful to pre-allocate the output buffer before calling + * {@link #headlessCompress(int[], IntWrapper, int, int[], IntWrapper)}. + *

    + * + * @param compressedPositions + * since not all schemes compress every input integer, this parameter + * returns how many input integers will actually be compressed. + * This is useful when composing multiple schemes. + * @param inlength + * number of integers to be compressed + * @return the maximum number of integers needed in the output array + */ + int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength); } diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java index 92cfaeb..c9b04d0 100644 --- a/src/main/java/me/lemire/integercompression/VariableByte.java +++ b/src/main/java/me/lemire/integercompression/VariableByte.java @@ -21,6 +21,8 @@ */ public class VariableByte implements IntegerCODEC, ByteIntegerCODEC, SkippableIntegerCODEC { + private static final int MAX_BYTES_PER_INT = 5; + private static byte extract7bits(int i, long val) { return (byte) ((val >> (7 * i)) & ((1 << 7) - 1)); } @@ -208,6 +210,14 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o inpos.set(p + (s!=0 ? 1 : 0)); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + int maxLengthInBytes = inlength * MAX_BYTES_PER_INT; + int maxLengthInInts = (maxLengthInBytes + Integer.BYTES - 1) / Integer.BYTES; + compressedPositions.add(inlength); + return maxLengthInInts; + } + /** * Creates a new buffer of the requested size. * diff --git a/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java b/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java index 0b6ca17..7374fa5 100644 --- a/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java +++ b/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java @@ -229,6 +229,11 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, } } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + throw new UnsupportedOperationException("Calculating the max compressed length is not supported yet."); + } + private void loadMetaData(int[] in, int inexcept, int bytesize) { // Arrays.fill(bem, (byte)0); int len = (bytesize + 3) / 4; diff --git a/src/test/java/me/lemire/integercompression/AdhocTest.java b/src/test/java/me/lemire/integercompression/AdhocTest.java index ea7800b..ee911b3 100644 --- a/src/test/java/me/lemire/integercompression/AdhocTest.java +++ b/src/test/java/me/lemire/integercompression/AdhocTest.java @@ -86,10 +86,10 @@ public void testIssue29() { @Test public void testIssue29b() { for(int x = 0; x < 64; x++) { + SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); int[] a = {2, 3, 4, 5}; - int[] b = new int[90]; + int[] b = new int[x + codec.maxHeadlessCompressedLength(new IntWrapper(0), a.length)]; int[] c = new int[a.length]; - SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); IntWrapper aOffset = new IntWrapper(0); IntWrapper bOffset = new IntWrapper(x); codec.headlessCompress(a, aOffset, a.length, b, bOffset); diff --git a/src/test/java/me/lemire/integercompression/ExampleTest.java b/src/test/java/me/lemire/integercompression/ExampleTest.java index 62eb6f6..c63c69b 100644 --- a/src/test/java/me/lemire/integercompression/ExampleTest.java +++ b/src/test/java/me/lemire/integercompression/ExampleTest.java @@ -276,10 +276,12 @@ public void headlessDemo() { int[] uncompressed1 = { 1, 2, 1, 3, 1 }; int[] uncompressed2 = { 3, 2, 4, 6, 1 }; - int[] compressed = new int[uncompressed1.length + uncompressed2.length + 1024]; - SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); + int maxCompressedLength = codec.maxHeadlessCompressedLength(new IntWrapper(0), uncompressed1.length) + + codec.maxHeadlessCompressedLength(new IntWrapper(0), uncompressed2.length); + int[] compressed = new int[maxCompressedLength]; + // compressing IntWrapper outPos = new IntWrapper(); diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index 3c31305..57a07e3 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -53,10 +53,11 @@ public void consistentTest() { for (SkippableIntegerCODEC c : codecs) { System.out.println("[SkippeableBasicTest.consistentTest] codec = " + c); - int[] outBuf = new int[N + 1024]; for (int n = 0; n <= N; ++n) { IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); + int[] outBuf = new int[c.maxHeadlessCompressedLength(new IntWrapper(0), n)]; + c.headlessCompress(data, inPos, n, outBuf, outPos); IntWrapper inPoso = new IntWrapper(); @@ -157,6 +158,33 @@ public void testMaxHeadlessCompressedLength() { testMaxHeadlessCompressedLength(new IntegratedBinaryPacking(), 16 * IntegratedBinaryPacking.BLOCK_SIZE); testMaxHeadlessCompressedLength(new IntegratedVariableByte(), 128); testMaxHeadlessCompressedLength(new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()), 16 * IntegratedBinaryPacking.BLOCK_SIZE + 10); + + testMaxHeadlessCompressedLength(new BinaryPacking(), 16 * BinaryPacking.BLOCK_SIZE, 32); + testMaxHeadlessCompressedLength(new VariableByte(), 128, 32); + testMaxHeadlessCompressedLength(new SkippableComposition(new BinaryPacking(), new VariableByte()), 16 * BinaryPacking.BLOCK_SIZE + 10, 32); + testMaxHeadlessCompressedLength(new JustCopy(), 128, 32); + testMaxHeadlessCompressedLength(new Simple9(), 128, 28); + testMaxHeadlessCompressedLength(new Simple16(), 128, 28); + testMaxHeadlessCompressedLength(new GroupSimple9(), 128, 28); + testMaxHeadlessCompressedLength(new OptPFD(), 4 * OptPFD.BLOCK_SIZE, 32); + testMaxHeadlessCompressedLength(new SkippableComposition(new OptPFD(), new VariableByte()), 4 * OptPFD.BLOCK_SIZE + 10, 32); + testMaxHeadlessCompressedLength(new OptPFDS9(), 4 * OptPFDS9.BLOCK_SIZE, 32); + testMaxHeadlessCompressedLength(new SkippableComposition(new OptPFDS9(), new VariableByte()), 4 * OptPFDS9.BLOCK_SIZE + 10, 32); + testMaxHeadlessCompressedLength(new OptPFDS16(), 4 * OptPFDS16.BLOCK_SIZE, 32); + testMaxHeadlessCompressedLength(new SkippableComposition(new OptPFDS9(), new VariableByte()), 4 * OptPFDS16.BLOCK_SIZE + 10, 32); + testMaxHeadlessCompressedLength(new NewPFD(), 4 * NewPFD.BLOCK_SIZE, 32); + testMaxHeadlessCompressedLength(new SkippableComposition(new NewPFD(), new VariableByte()), 4 * NewPFD.BLOCK_SIZE + 10, 32); + testMaxHeadlessCompressedLength(new NewPFDS9(), 4 * NewPFDS9.BLOCK_SIZE, 32); + testMaxHeadlessCompressedLength(new SkippableComposition(new NewPFDS9(), new VariableByte()), 4 * NewPFDS9.BLOCK_SIZE + 10, 32); + testMaxHeadlessCompressedLength(new NewPFDS16(), 4 * NewPFDS16.BLOCK_SIZE, 32); + testMaxHeadlessCompressedLength(new SkippableComposition(new NewPFDS16(), new VariableByte()), 4 * NewPFDS16.BLOCK_SIZE + 10, 32); + + int fastPfor128PageSize = FastPFOR128.BLOCK_SIZE * 4; // smaller page size than the default to speed up the test + testMaxHeadlessCompressedLength(new FastPFOR128(fastPfor128PageSize), 2 * fastPfor128PageSize, 32); + testMaxHeadlessCompressedLength(new SkippableComposition(new FastPFOR128(fastPfor128PageSize), new VariableByte()), 2 * fastPfor128PageSize + 10, 32); + int fastPforPageSize = FastPFOR.BLOCK_SIZE * 4; // smaller page size than the default to speed up the test + testMaxHeadlessCompressedLength(new FastPFOR(fastPforPageSize), 2 * fastPforPageSize, 32); + testMaxHeadlessCompressedLength(new SkippableComposition(new FastPFOR(fastPforPageSize), new VariableByte()), 2 * fastPforPageSize + 10, 32); } private static void testMaxHeadlessCompressedLength(SkippableIntegratedIntegerCODEC codec, int inlengthTo) { @@ -181,4 +209,31 @@ private static void testMaxHeadlessCompressedLength(SkippableIntegratedIntegerCO assertTrue(maxOutputLength <= outPos.get() + 1); // +1 because SkippableIntegratedComposition always adds one extra integer for the potential header } } + + private static void testMaxHeadlessCompressedLength(SkippableIntegerCODEC codec, int inlengthTo, int maxBitWidth) { + // Some schemes ignore bit widths between 21 and 31. Therefore, in addition to maxBitWidth - 1, we also test 20. + assertTrue(maxBitWidth >= 20); + int[] regularValueBitWidths = { 20, maxBitWidth - 1 }; + + for (int inlength = 0; inlength < inlengthTo; ++inlength) { + int[] input = new int[inlength]; + + int maxOutputLength = codec.maxHeadlessCompressedLength(new IntWrapper(), inlength); + int[] output = new int[maxOutputLength]; + + for (int exceptionCount = 0; exceptionCount < inlength; exceptionCount++) { + int exception = maxBitWidth == 32 ? -1 : (1 << maxBitWidth) - 1; + + for (int regularValueBitWidth : regularValueBitWidths) { + int regularValue = regularValueBitWidth == 32 ? -1 : (1 << regularValueBitWidth) - 1; + + Arrays.fill(input, 0, exceptionCount, exception); + Arrays.fill(input, exceptionCount, input.length, regularValue); + + codec.headlessCompress(input, new IntWrapper(), inlength, output, new IntWrapper()); + // If we reach this point, no exception was thrown, which means the calculated output length was sufficient. + } + } + } + } } diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java index 7ce51b3..b3cbff3 100644 --- a/src/test/java/me/lemire/integercompression/TestUtils.java +++ b/src/test/java/me/lemire/integercompression/TestUtils.java @@ -165,7 +165,7 @@ protected static int[] uncompress(ByteIntegerCODEC codec, byte[] data, int len) } protected static int[] compressHeadless(SkippableIntegerCODEC codec, int[] data) { - int[] outBuf = new int[data.length * 4]; + int[] outBuf = new int[codec.maxHeadlessCompressedLength(new IntWrapper(0), data.length)]; IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); codec.headlessCompress(data, inPos, data.length, outBuf, outPos); From 6b86ee3dd0ce92545d07ef722209c49a1eb59ff3 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Mon, 29 Sep 2025 14:11:33 +0200 Subject: [PATCH 193/266] Compute max compressed length for SkippableLongCODEC --- .../longcompression/LongBinaryPacking.java | 14 ++++++++-- .../longcompression/LongCompressor.java | 3 ++- .../lemire/longcompression/LongJustCopy.java | 6 +++++ .../longcompression/LongVariableByte.java | 9 +++++++ .../longcompression/SkippableLongCODEC.java | 17 ++++++++++++ .../SkippableLongComposition.java | 10 +++++++ .../lemire/longcompression/LongTestUtils.java | 2 +- .../SkippableLongBasicTest.java | 26 ++++++++++++++++++- 8 files changed, 82 insertions(+), 5 deletions(-) diff --git a/src/main/java/me/lemire/longcompression/LongBinaryPacking.java b/src/main/java/me/lemire/longcompression/LongBinaryPacking.java index 33bb8f1..b6ea58f 100644 --- a/src/main/java/me/lemire/longcompression/LongBinaryPacking.java +++ b/src/main/java/me/lemire/longcompression/LongBinaryPacking.java @@ -23,8 +23,9 @@ * @author Benoit Lacelle */ public final class LongBinaryPacking implements LongCODEC, SkippableLongCODEC { - final static int BLOCK_SIZE = 64; - + public final static int BLOCK_SIZE = 64; + private static final int MAX_BIT_WIDTH = Long.SIZE; + @Override public void compress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { @@ -136,6 +137,15 @@ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, inpos.set(tmpinpos); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + int blockCount = inlength / BLOCK_SIZE; + int headersSizeInLongs = blockCount / Long.BYTES + (blockCount % Long.BYTES); + int blocksSizeInLongs = blockCount * MAX_BIT_WIDTH; + compressedPositions.add(blockCount * BLOCK_SIZE); + return headersSizeInLongs + blocksSizeInLongs; + } + @Override public String toString() { return this.getClass().getSimpleName(); diff --git a/src/main/java/me/lemire/longcompression/LongCompressor.java b/src/main/java/me/lemire/longcompression/LongCompressor.java index a2c79fd..ae1dd1a 100644 --- a/src/main/java/me/lemire/longcompression/LongCompressor.java +++ b/src/main/java/me/lemire/longcompression/LongCompressor.java @@ -40,7 +40,8 @@ public LongCompressor() { * @throws UncompressibleInputException if the data is too poorly compressible */ public long[] compress(long[] input) { - long[] compressed = new long[input.length + input.length / 100 + 1024]; + int maxCompressedLength = codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length); + long[] compressed = new long[maxCompressedLength + 1]; // +1 to store the length of the input // Store at index=0 the length of the input, hence enabling .headlessCompress compressed[0] = input.length; IntWrapper outpos = new IntWrapper(1); diff --git a/src/main/java/me/lemire/longcompression/LongJustCopy.java b/src/main/java/me/lemire/longcompression/LongJustCopy.java index 9b25f71..95abc1e 100644 --- a/src/main/java/me/lemire/longcompression/LongJustCopy.java +++ b/src/main/java/me/lemire/longcompression/LongJustCopy.java @@ -43,6 +43,12 @@ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + compressedPositions.add(inlength); + return inlength; + } + @Override public void compress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) { diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java index ad2b0eb..e60ebd0 100644 --- a/src/main/java/me/lemire/longcompression/LongVariableByte.java +++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java @@ -22,6 +22,7 @@ * @author Benoit Lacelle */ public class LongVariableByte implements LongCODEC, ByteLongCODEC, SkippableLongCODEC { + private static final int MAX_BYTES_PER_INT = 10; private static byte extract7bits(int i, long val) { return (byte) ((val >>> (7 * i)) & ((1 << 7) - 1)); @@ -326,6 +327,14 @@ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] inpos.set(p + (s!=0 ? 1 : 0)); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + int maxLengthInBytes = inlength * MAX_BYTES_PER_INT; + int maxLengthInLongs = (maxLengthInBytes + Long.BYTES - 1) / Long.BYTES; + compressedPositions.add(inlength); + return maxLengthInLongs; + } + /** * Creates a new buffer of the requested size. * diff --git a/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java index 7fe1fe5..33fd562 100644 --- a/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java +++ b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java @@ -67,4 +67,21 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] o public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos, int num); + /** + * Compute the maximum number of longs that might be required to store + * the compressed form of a given input array segment, without headers. + *

    + * This is useful to pre-allocate the output buffer before calling + * {@link #headlessCompress(long[], IntWrapper, int, long[], IntWrapper)}. + *

    + * + * @param compressedPositions + * since not all schemes compress every input integer, this parameter + * returns how many input integers will actually be compressed. + * This is useful when composing multiple schemes. + * @param inlength + * number of longs to be compressed + * @return the maximum number of longs needed in the output array + */ + int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength); } diff --git a/src/main/java/me/lemire/longcompression/SkippableLongComposition.java b/src/main/java/me/lemire/longcompression/SkippableLongComposition.java index f2e9a55..0f9800e 100644 --- a/src/main/java/me/lemire/longcompression/SkippableLongComposition.java +++ b/src/main/java/me/lemire/longcompression/SkippableLongComposition.java @@ -62,6 +62,16 @@ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] F2.headlessUncompress(in, inpos, inlength, out, outpos, num); } + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + int init = compressedPositions.get(); + int maxLength = F1.maxHeadlessCompressedLength(compressedPositions, inlength); + maxLength += 1; // Add +1 for the potential F2 header. Question: is this header actually needed in the headless version? + inlength -= compressedPositions.get() - init; + maxLength += F2.maxHeadlessCompressedLength(compressedPositions, inlength); + return maxLength; + } + @Override public String toString() { return F1.toString() + "+" + F2.toString(); diff --git a/src/test/java/me/lemire/longcompression/LongTestUtils.java b/src/test/java/me/lemire/longcompression/LongTestUtils.java index 4a30b41..b7d9c63 100644 --- a/src/test/java/me/lemire/longcompression/LongTestUtils.java +++ b/src/test/java/me/lemire/longcompression/LongTestUtils.java @@ -111,7 +111,7 @@ protected static long[] uncompress(ByteLongCODEC codec, byte[] data, int len) { } protected static long[] compressHeadless(SkippableLongCODEC codec, long[] data) { - long[] outBuf = new long[data.length * 4]; + long[] outBuf = new long[codec.maxHeadlessCompressedLength(new IntWrapper(0), data.length)]; IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); codec.headlessCompress(data, inPos, data.length, outBuf, outPos); diff --git a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java index b317d4f..4309e9d 100644 --- a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java +++ b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java @@ -15,6 +15,7 @@ import me.lemire.integercompression.TestUtils; import me.lemire.integercompression.VariableByte; +import static org.junit.Assert.assertTrue; /** * Just some basic sanity tests. @@ -42,10 +43,11 @@ public void consistentTest() { for (SkippableLongCODEC c : codecs) { System.out.println("[SkippeableBasicTest.consistentTest] codec = " + c); - long[] outBuf = new long[N + 1024]; for (int n = 0; n <= N; ++n) { IntWrapper inPos = new IntWrapper(); IntWrapper outPos = new IntWrapper(); + long[] outBuf = new long[c.maxHeadlessCompressedLength(new IntWrapper(0), n)]; + c.headlessCompress(data, inPos, n, outBuf, outPos); IntWrapper inPoso = new IntWrapper(); @@ -142,5 +144,27 @@ public void varyingLengthTest2() { } } + @Test + public void testMaxHeadlessCompressedLength() { + testMaxHeadlessCompressedLength(new LongJustCopy(), 128); + testMaxHeadlessCompressedLength(new LongBinaryPacking(), 16 * LongBinaryPacking.BLOCK_SIZE); + testMaxHeadlessCompressedLength(new LongVariableByte(), 128); + testMaxHeadlessCompressedLength(new SkippableLongComposition(new LongBinaryPacking(), new LongVariableByte()), 16 * LongBinaryPacking.BLOCK_SIZE + 10); + } + + private static void testMaxHeadlessCompressedLength(SkippableLongCODEC codec, int inlengthTo) { + for (int inlength = 0; inlength < inlengthTo; ++inlength) { + long[] input = new long[inlength]; + Arrays.fill(input, -1L); + int maxOutputLength = codec.maxHeadlessCompressedLength(new IntWrapper(), inlength); + long[] output = new long[maxOutputLength]; + IntWrapper outPos = new IntWrapper(); + + codec.headlessCompress(input, new IntWrapper(), inlength, output, outPos); + // If we reach this point, no exception was thrown, which means the calculated output length was sufficient. + + assertTrue(maxOutputLength <= outPos.get() + 1); // +1 because SkippableLongComposition always adds one extra integer for the potential header + } + } } From 1d2749faafb30d401a6daf24d225d5693aed5730 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Mon, 29 Sep 2025 14:16:03 +0200 Subject: [PATCH 194/266] Remove UncompressibleInputException Since we can now calculate the maximum compressed length, there is no longer a need to handle underestimated output array lengths by throwing this exception. --- .../integercompression/IntCompressor.java | 10 +--------- .../UncompressibleInputException.java | 19 ------------------- .../differential/IntegratedIntCompressor.java | 9 +-------- .../longcompression/LongCompressor.java | 10 +--------- 4 files changed, 3 insertions(+), 45 deletions(-) delete mode 100644 src/main/java/me/lemire/integercompression/UncompressibleInputException.java diff --git a/src/main/java/me/lemire/integercompression/IntCompressor.java b/src/main/java/me/lemire/integercompression/IntCompressor.java index 57b29f6..30f755c 100644 --- a/src/main/java/me/lemire/integercompression/IntCompressor.java +++ b/src/main/java/me/lemire/integercompression/IntCompressor.java @@ -33,7 +33,6 @@ public IntCompressor() { * * @param input array to be compressed * @return compressed array - * @throws UncompressibleInputException if the data is too poorly compressible */ public int[] compress(int[] input) { int maxCompressedLength = codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length); @@ -41,14 +40,7 @@ public int[] compress(int[] input) { // Store at index=0 the length of the input, hence enabling .headlessCompress compressed[0] = input.length; IntWrapper outpos = new IntWrapper(1); - try { - codec.headlessCompress(input, new IntWrapper(0), - input.length, compressed, outpos); - } catch (IndexOutOfBoundsException ioebe) { - throw new - UncompressibleInputException("Your input is too poorly compressible " - + "with the current codec : "+codec); - } + codec.headlessCompress(input, new IntWrapper(0), input.length, compressed, outpos); compressed = Arrays.copyOf(compressed,outpos.intValue()); return compressed; } diff --git a/src/main/java/me/lemire/integercompression/UncompressibleInputException.java b/src/main/java/me/lemire/integercompression/UncompressibleInputException.java deleted file mode 100644 index c0ed41f..0000000 --- a/src/main/java/me/lemire/integercompression/UncompressibleInputException.java +++ /dev/null @@ -1,19 +0,0 @@ -package me.lemire.integercompression; - -/** - * This exception might be thrown if the input is poorly compressible. - * - */ -public class UncompressibleInputException extends RuntimeException { - - /** - * Create new exception - * @param string explanation for the exception - */ - public UncompressibleInputException(String string) { - super(string); - } - - private static final long serialVersionUID = -798583799846489873L; - -} diff --git a/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java b/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java index ad6467a..1d935c4 100644 --- a/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java +++ b/src/main/java/me/lemire/integercompression/differential/IntegratedIntCompressor.java @@ -3,7 +3,6 @@ import java.util.Arrays; import me.lemire.integercompression.IntWrapper; -import me.lemire.integercompression.UncompressibleInputException; /** * This is a convenience class that wraps a codec to provide @@ -36,7 +35,6 @@ public IntegratedIntCompressor() { * * @param input array to be compressed * @return compressed array - * @throws UncompressibleInputException if the data is too poorly compressible */ public int[] compress(int[] input) { int maxCompressedLength = codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length); @@ -44,12 +42,7 @@ public int[] compress(int[] input) { compressed[0] = input.length; IntWrapper outpos = new IntWrapper(1); IntWrapper initvalue = new IntWrapper(0); - try { - codec.headlessCompress(input, new IntWrapper(0), input.length, compressed, outpos, initvalue); - } catch (IndexOutOfBoundsException ioebe) { - throw new UncompressibleInputException( - "Your input is too poorly compressible with the current codec : " + codec); - } + codec.headlessCompress(input, new IntWrapper(0), input.length, compressed, outpos, initvalue); compressed = Arrays.copyOf(compressed,outpos.intValue()); return compressed; } diff --git a/src/main/java/me/lemire/longcompression/LongCompressor.java b/src/main/java/me/lemire/longcompression/LongCompressor.java index ae1dd1a..246647f 100644 --- a/src/main/java/me/lemire/longcompression/LongCompressor.java +++ b/src/main/java/me/lemire/longcompression/LongCompressor.java @@ -3,7 +3,6 @@ import java.util.Arrays; import me.lemire.integercompression.IntWrapper; -import me.lemire.integercompression.UncompressibleInputException; /** * This is a convenience class that wraps a codec to provide @@ -37,7 +36,6 @@ public LongCompressor() { * * @param input array to be compressed * @return compressed array - * @throws UncompressibleInputException if the data is too poorly compressible */ public long[] compress(long[] input) { int maxCompressedLength = codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length); @@ -45,13 +43,7 @@ public long[] compress(long[] input) { // Store at index=0 the length of the input, hence enabling .headlessCompress compressed[0] = input.length; IntWrapper outpos = new IntWrapper(1); - try { - codec.headlessCompress(input, new IntWrapper(0), - input.length, compressed, outpos); - } catch (IndexOutOfBoundsException ioebe) { - throw new UncompressibleInputException("Your input is too poorly compressible " - + "with the current codec : "+codec); - } + codec.headlessCompress(input, new IntWrapper(0), input.length, compressed, outpos); compressed = Arrays.copyOf(compressed,outpos.intValue()); return compressed; } From e322d8ae643ebfa5fb3ab427837a400878016374 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 19:44:22 -0400 Subject: [PATCH 195/266] minor updates to maven --- jitpack.yml | 5 +++++ pom.xml | 37 +++++++++++++++---------------------- 2 files changed, 20 insertions(+), 22 deletions(-) create mode 100644 jitpack.yml diff --git a/jitpack.yml b/jitpack.yml new file mode 100644 index 0000000..255e0f4 --- /dev/null +++ b/jitpack.yml @@ -0,0 +1,5 @@ +jdk: + - openjdk21 +before_install: + - sdk install java 21-open + - sdk use java 21-open diff --git a/pom.xml b/pom.xml index 5240577..c21680c 100644 --- a/pom.xml +++ b/pom.xml @@ -5,8 +5,9 @@ 0.2.2-SNAPSHOT jar - 1.8 - 1.8 + 21 + 21 + 21 UTF-8 @@ -18,18 +19,16 @@ - scm:git:git@github.com:lemire/JavaFastPFOR.git - scm:git:git@github.com:lemire/JavaFastPFOR.git - scm:git:git@github.com:lemire/JavaFastPFOR.git + scm:git:git@github.com:fastpack/JavaFastPFOR.git + scm:git:git@github.com:fastpack/JavaFastPFOR.git + scm:git:git@github.com:fastpack/JavaFastPFOR.git lemire Daniel Lemire - lemire@gmail.com + daniel@lemire.me http://lemire.me/en/ - LICEF Research Center - http://licef.ca architect developer @@ -57,13 +56,8 @@ GitHub Issue Tracking - https://github.com/lemire/JavaFastPFOR/issues + https://github.com/fastpack/JavaFastPFOR/issues - - org.sonatype.oss - oss-parent - 9 - @@ -71,8 +65,8 @@ maven-compiler-plugin 3.12.1 - 17 - 17 + 21 + 21 @@ -88,7 +82,7 @@ - + @@ -233,9 +227,8 @@ JavaFastPFOR - https://github.com/lemire/JavaFastPFOR/ + https://github.com/fastpack/JavaFastPFOR/ -It is a library to compress and uncompress arrays of integers -very fast. The assumption is that most (but not all) values in -your array use less than 32 bits. +A library to compress and uncompress arrays of integers +very quickly. From 762fdb1942a4987709ac60b5fa92d2bd439df988 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 19:47:09 -0400 Subject: [PATCH 196/266] updating jacoco --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index c21680c..bd26590 100644 --- a/pom.xml +++ b/pom.xml @@ -161,7 +161,7 @@ org.jacoco jacoco-maven-plugin - 0.8.8 + 0.8.13 me/lemire/integercompression/Kamikaze From 7efa9327eee6104ec69c439f4dc08fb09f590d5c Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 19:51:18 -0400 Subject: [PATCH 197/266] removing gpg --- pom.xml | 14 -------------- 1 file changed, 14 deletions(-) diff --git a/pom.xml b/pom.xml index bd26590..113c99a 100644 --- a/pom.xml +++ b/pom.xml @@ -115,20 +115,6 @@ me.lemire.integercompression.benchmarktools.Benchmark - - org.apache.maven.plugins - maven-gpg-plugin - 1.4 - - - sign-artifacts - verify - - sign - - - - org.apache.maven.plugins maven-javadoc-plugin From 309b37618c899c8ed3aa67d46e4f0f3d6662adf0 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 19:53:32 -0400 Subject: [PATCH 198/266] fix name --- pom.xml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/pom.xml b/pom.xml index 113c99a..6975671 100644 --- a/pom.xml +++ b/pom.xml @@ -19,9 +19,9 @@ - scm:git:git@github.com:fastpack/JavaFastPFOR.git - scm:git:git@github.com:fastpack/JavaFastPFOR.git - scm:git:git@github.com:fastpack/JavaFastPFOR.git + scm:git:git@github.com:fast-pack/JavaFastPFOR.git + scm:git:git@github.com:fast-pack/JavaFastPFOR.git + scm:git:git@github.com:fast-pack/JavaFastPFOR.git @@ -56,7 +56,7 @@ GitHub Issue Tracking - https://github.com/fastpack/JavaFastPFOR/issues + https://github.com/fast-pack/JavaFastPFOR/issues @@ -213,7 +213,7 @@ JavaFastPFOR - https://github.com/fastpack/JavaFastPFOR/ + https://github.com/fast-pack/JavaFastPFOR/ A library to compress and uncompress arrays of integers very quickly. From 5b8e8aef9a0d3ac11eaafe3665c6608858d416de Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 20:01:17 -0400 Subject: [PATCH 199/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.0 --- pom.xml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 6975671..56f7cdf 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.2.2-SNAPSHOT + 0.3.0 jar 21 @@ -22,6 +22,7 @@ scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git + JavaFastPFOR-0.3.0 From 443210a34d6f9a8d4c6da4e2550db71a84f305e2 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 20:05:59 -0400 Subject: [PATCH 200/266] Update Java version in workflow to 21 --- .github/workflows/basic.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/basic.yml b/.github/workflows/basic.yml index 4688fa2..7f12ed7 100644 --- a/.github/workflows/basic.yml +++ b/.github/workflows/basic.yml @@ -8,7 +8,7 @@ jobs: strategy: fail-fast: false matrix: - java: [ 17, 21 ] + java: [ 21 ] steps: - uses: actions/checkout@v4.1.1 - name: Set up JDK From 8834bd4042f366c0a638451edb569e74c485bea9 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 20:06:46 -0400 Subject: [PATCH 201/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 56f7cdf..b0d3657 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.0 + 0.3.1-SNAPSHOT jar 21 From 511e2ca24b3ff01b5e70d0f85c5657d2de8b1433 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 20:09:26 -0400 Subject: [PATCH 202/266] up --- pom.xml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index b0d3657..a1b9d5f 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.1-SNAPSHOT + 0.3.0-SNAPSHOT jar 21 @@ -22,7 +22,6 @@ scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.0 From 1d79fc23f93a425a65e19f16cd737e6eb51d3ddd Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 20:09:46 -0400 Subject: [PATCH 203/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index a1b9d5f..82ad7f1 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.0-SNAPSHOT + 0.3.1-SNAPSHOT jar 21 @@ -22,6 +22,7 @@ scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git + HEAD From 4470b9f718ad2444d89ee96bafeb0251b7dfe97d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 20:18:02 -0400 Subject: [PATCH 204/266] Revise dependency instructions for JitPack usage Updated Maven and Gradle instructions to use JitPack and the latest version of JavaFastPFor. --- README.md | 54 ++++++++++++++++++++++++++++++++++++++++++++---------- 1 file changed, 44 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 5d3fc30..59be8cd 100644 --- a/README.md +++ b/README.md @@ -72,31 +72,65 @@ non-vectorized implementation. For an example usage, see examples/vector/Example.java. The feature requires JDK 19+ and is currently for advanced users. -Maven central repository +JitPack ------------------------ +1. **Maven** + Using this code in your own project is easy with maven, just add the following code in your pom.xml file: ```xml - - - me.lemire.integercompression - JavaFastPFOR - [0.2,) - - + + com.github.fast-pack + JavaFastPFor + JavaFastPFOR-0.3.0 + +``` + +as well as jitpack as a repository... + +```xml + + + jitpack.io + https://jitpack.io + + ``` Naturally, you should replace "version" by the version you desire. +2. **Gradle (groovy)** + + +Then all you need is to edit your `build.gradle` file like so: + -You can also download JavaFastPFOR from the Maven central repository: -http://repo1.maven.org/maven2/me/lemire/integercompression/JavaFastPFOR/ +```groovy +plugins { + id 'java' +} +repositories { + mavenCentral() + maven { + url 'https://jitpack.io' + } +} + +dependencies { + implementation 'com.github.fast-pack:JavaFastPFor:JavaFastPFOR-0.3.0' +} +``` + + +Naturally, you should replace "version" by the version +you desire. + Why? ---- From 5f7e77e2a897f1caaa552c53eeb9680e553cdfe6 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 20:35:36 -0400 Subject: [PATCH 205/266] Add JitPack version badge to README Added a JitPack version badge to the README. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 59be8cd..38f6baf 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,6 @@ JavaFastPFOR: A simple integer compression library in Java ========================================================== +[![](https://jitpack.io/v/fast-pack/JavaFastPFor.svg)](https://jitpack.io/#fast-pack/JavaFastPFor) [![][maven img]][maven] [![][license img]][license] [![docs-badge][]][docs] [![Java CI](https://github.com/lemire/JavaFastPFOR/actions/workflows/basic.yml/badge.svg)](https://github.com/lemire/JavaFastPFOR/actions/workflows/basic.yml) From 760efdbf6db9078100d1514777ace9dc1f4b22da Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 20:46:46 -0400 Subject: [PATCH 206/266] updating pom --- pom.xml | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/pom.xml b/pom.xml index 82ad7f1..227409f 100644 --- a/pom.xml +++ b/pom.xml @@ -166,9 +166,13 @@     - org.eluder.coveralls - coveralls-maven-plugin - 3.2.1 + org.apache.maven.plugins + maven-release-plugin + 3.0.1 + + install + true + From 015084e2f6e86b5af831615d7fbcc3473c52f407 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 20:49:17 -0400 Subject: [PATCH 207/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.1 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 227409f..e88e3f8 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.1-SNAPSHOT + 0.3.1 jar 21 @@ -22,7 +22,7 @@ scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.1 From a0a5affd5eb0e7b16186fd38fa8a19ff466f317d Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 20:49:19 -0400 Subject: [PATCH 208/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index e88e3f8..e873dab 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.1 + 0.3.2-SNAPSHOT jar 21 @@ -22,7 +22,7 @@ scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.1 + HEAD From f92dc36074b43c3f7daf053f91de6bfc4a3abd5e Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 21:08:07 -0400 Subject: [PATCH 209/266] Update JavaFastPFOR version to 0.3.1 Updated the dependency version for JavaFastPFOR in both Maven and Gradle sections of the README. --- README.md | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 38f6baf..b738fea 100644 --- a/README.md +++ b/README.md @@ -73,9 +73,13 @@ non-vectorized implementation. For an example usage, see examples/vector/Example.java. The feature requires JDK 19+ and is currently for advanced users. -JitPack +JavaFastPFOR as a dependency (JitPack) ------------------------ +We have a demo project using JavaFastPFOR as a dependency (both Maven and Gradle). See... + +https://github.com/fast-pack/JavaFastPFORDemo + 1. **Maven** Using this code in your own project is easy with maven, just add @@ -85,7 +89,7 @@ the following code in your pom.xml file: com.github.fast-pack JavaFastPFor - JavaFastPFOR-0.3.0 + JavaFastPFOR-0.3.1 ``` @@ -124,7 +128,7 @@ repositories { } dependencies { - implementation 'com.github.fast-pack:JavaFastPFor:JavaFastPFOR-0.3.0' + implementation 'com.github.fast-pack:JavaFastPFor:JavaFastPFOR-0.3.1' } ``` From 597a7ef18931c8986580abbecce08343d3926efb Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 21:09:41 -0400 Subject: [PATCH 210/266] Update README.md --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index b738fea..f073db3 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,6 @@ JavaFastPFOR: A simple integer compression library in Java ========================================================== -[![](https://jitpack.io/v/fast-pack/JavaFastPFor.svg)](https://jitpack.io/#fast-pack/JavaFastPFor) - [![][maven img]][maven] [![][license img]][license] [![docs-badge][]][docs] +[![](https://jitpack.io/v/fast-pack/JavaFastPFor.svg)](https://jitpack.io/#fast-pack/JavaFastPFor) [![][license img]][license] [![docs-badge][]][docs] [![Java CI](https://github.com/lemire/JavaFastPFOR/actions/workflows/basic.yml/badge.svg)](https://github.com/lemire/JavaFastPFOR/actions/workflows/basic.yml) From bc4478110417dba21de19de3b8e313b4e10ef1f5 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 21:10:44 -0400 Subject: [PATCH 211/266] Update README by removing authors and changing JDK version Removed author section and updated JDK version requirement. --- README.md | 18 +----------------- 1 file changed, 1 insertion(+), 17 deletions(-) diff --git a/README.md b/README.md index f073db3..2e6853a 100644 --- a/README.md +++ b/README.md @@ -153,20 +153,6 @@ Nevertheless, if you want to reuse codec instances, note that by convention, unless the documentation of a codec specify that it is not thread-safe, then it can be assumed to be thread-safe. -Authors -------- - -Main contributors -* Daniel Lemire, http://lemire.me/en/ -* Muraoka Taro, https://github.com/koron - -with contributions by -* the Terrier team (Matteo Catena, Craig Macdonald, Saúl Vargas and Iadh Ounis) -* Di Wu, http://www.facebook.com/diwu1989 -* Stefan Ackermann, https://github.com/Stivo -* Samit Roy, https://github.com/roysamit -* Mulugeta Mammo, https://github.com/mulugetam (for VectorFastPFOR) - How does it compare to the Kamikaze PForDelta library? ------------------------------------------------------ @@ -186,7 +172,7 @@ Requirements Releases up to 0.1.12 require Java 7 or better. -The current development versions assume JDK 11 or better. +The current development versions assume JDK 21 or better. @@ -270,8 +256,6 @@ Funding This work was supported by NSERC grant number 26143. -[maven img]:https://maven-badges.herokuapp.com/maven-central/me.lemire.integercompression/JavaFastPFOR/badge.svg -[maven]:http://search.maven.org/#search%7Cga%7C1%7Cg%3A%22me.lemire.integercompression%22%20 [license]:LICENSE [license img]:https://img.shields.io/badge/License-Apache%202-blue.svg From 73f164beea740c9609336f20c1eed70841dc0a5b Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 21:12:11 -0400 Subject: [PATCH 212/266] Revise README with Java example for compression Updated usage section with a complete Java example demonstrating the compression and uncompression process using FastPFOR128. --- README.md | 47 ++++++++++++++++++++++++++++++++++++++++++----- 1 file changed, 42 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 2e6853a..63193e9 100644 --- a/README.md +++ b/README.md @@ -48,13 +48,50 @@ as well as in GMAP and GSNAP (http://research-pub.gene.com/gmap/). Usage ------ -Really simple usage: ```java - IntegratedIntCompressor iic = new IntegratedIntCompressor(); - int[] data = ... ; // to be compressed - int[] compressed = iic.compress(data); // compressed array - int[] recov = iic.uncompress(compressed); // equals to data +package org.example; + +import me.lemire.integercompression.FastPFOR128; +import me.lemire.integercompression.IntWrapper; + +import java.util.Arrays; + +public class Main { + public static void main(String[] args) { + FastPFOR128 fastpfor = new FastPFOR128(); + + int N = 9984; + int[] data = new int[N]; + for (var i = 0; i < N; i += 150) { + data[i] = i; + } + + int[] compressedoutput1 = new int[N + 1024]; + + IntWrapper inputoffset1 = new IntWrapper(0); + IntWrapper outputoffset1 = new IntWrapper(0); + + fastpfor.compress(data, inputoffset1, N, compressedoutput1, outputoffset1); + int compressedsize1 = outputoffset1.get(); + + int[] recovered1 = new int[N]; + inputoffset1 = new IntWrapper(0); + outputoffset1 = new IntWrapper(0); + fastpfor.uncompress(compressedoutput1, outputoffset1, compressedsize1, recovered1, inputoffset1); + + // quick verification: count mismatches + int mismatches = 0; + for (int i = 0; i < N; i++) { + if (data[i] != recovered1[i]) mismatches++; + } + + System.out.println("N=" + N + " compressedSizeWords=" + compressedsize1 + " mismatches=" + mismatches); + System.out.println("first 20 original: " + Arrays.toString(Arrays.copyOf(data, 20))); + System.out.println("first 20 recovered: " + Arrays.toString(Arrays.copyOf(recovered1, 20))); + } +} + ``` For more examples, see example.java or the examples folder. From 1414beb03b85f0568c088937367219c57ff953fd Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 21:13:20 -0400 Subject: [PATCH 213/266] Remove license information from README Removed license section from README. --- README.md | 5 ----- 1 file changed, 5 deletions(-) diff --git a/README.md b/README.md index 63193e9..77a86dc 100644 --- a/README.md +++ b/README.md @@ -4,11 +4,6 @@ JavaFastPFOR: A simple integer compression library in Java [![Java CI](https://github.com/lemire/JavaFastPFOR/actions/workflows/basic.yml/badge.svg)](https://github.com/lemire/JavaFastPFOR/actions/workflows/basic.yml) -License -------- - -This code is released under the -Apache License Version 2.0 http://www.apache.org/licenses/. What does this do? From 43888441156c73e6bcf7fcf4897e399fbec5ccdd Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 22:33:57 -0400 Subject: [PATCH 214/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.2 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index e873dab..dd1665e 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.2-SNAPSHOT + 0.3.2 jar 21 @@ -22,7 +22,7 @@ scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.2 From 75093a3f636c79287977bc63ac4994eba16f58cb Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 22:33:59 -0400 Subject: [PATCH 215/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index dd1665e..928a3d2 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.2 + 0.3.3-SNAPSHOT jar 21 @@ -22,7 +22,7 @@ scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.2 + HEAD From beb74608ff996e209a856b3373c99a2f4b187839 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Fri, 3 Oct 2025 22:36:34 -0400 Subject: [PATCH 216/266] Update README.md --- README.md | 10 ++-------- 1 file changed, 2 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 77a86dc..2ef8fc5 100644 --- a/README.md +++ b/README.md @@ -120,7 +120,7 @@ the following code in your pom.xml file: com.github.fast-pack JavaFastPFor - JavaFastPFOR-0.3.1 + JavaFastPFOR-0.3.2 ``` @@ -159,7 +159,7 @@ repositories { } dependencies { - implementation 'com.github.fast-pack:JavaFastPFor:JavaFastPFOR-0.3.1' + implementation 'com.github.fast-pack:JavaFastPFor:JavaFastPFOR-0.3.2' } ``` @@ -167,12 +167,6 @@ dependencies { Naturally, you should replace "version" by the version you desire. -Why? ----- - -We found no library that implemented state-of-the-art integer coding techniques -such as Binary Packing, NewPFD, OptPFD, Variable Byte, Simple 9 and so on in Java. -We wrote one. Thread safety ---- From 3eef81bc6551a304e415f9af625ac365c96e8f11 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Sat, 4 Oct 2025 21:40:52 +0200 Subject: [PATCH 217/266] Fix handling of output offset in SkippableComposition classes Previously, when outpos passed to headlessUncompress was greater than zero, the second scheme would receive an incorrect number of remaining integers to decode. --- .../SkippableComposition.java | 4 +- .../SkippableIntegratedComposition.java | 4 +- .../SkippableLongComposition.java | 4 +- .../SkippableBasicTest.java | 49 +++++++++++++++++++ .../SkippableLongBasicTest.java | 24 +++++++++ 5 files changed, 82 insertions(+), 3 deletions(-) diff --git a/src/main/java/me/lemire/integercompression/SkippableComposition.java b/src/main/java/me/lemire/integercompression/SkippableComposition.java index 7dd4736..fc3c18e 100644 --- a/src/main/java/me/lemire/integercompression/SkippableComposition.java +++ b/src/main/java/me/lemire/integercompression/SkippableComposition.java @@ -52,12 +52,14 @@ public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { int init = inpos.get(); + int outposInit = outpos.get(); + F1.headlessUncompress(in, inpos, inlength, out, outpos, num); if (inpos.get() == init) { inpos.increment(); } inlength -= inpos.get() - init; - num -= outpos.get(); + num -= outpos.get() - outposInit; F2.headlessUncompress(in, inpos, inlength, out, outpos, num); } diff --git a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java index a1379ad..4786ec5 100644 --- a/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java +++ b/src/main/java/me/lemire/integercompression/differential/SkippableIntegratedComposition.java @@ -66,13 +66,15 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, if (inlength == 0) return; int init = inpos.get(); + int outposInit = outpos.get(); + F1.headlessUncompress(in, inpos, inlength, out, outpos,num,initvalue); if (inpos.get() == init) { inpos.increment(); } inlength -= inpos.get() - init; - num -= outpos.get(); + num -= outpos.get() - outposInit; F2.headlessUncompress(in, inpos, inlength, out, outpos,num,initvalue); } diff --git a/src/main/java/me/lemire/longcompression/SkippableLongComposition.java b/src/main/java/me/lemire/longcompression/SkippableLongComposition.java index 0f9800e..eb03b72 100644 --- a/src/main/java/me/lemire/longcompression/SkippableLongComposition.java +++ b/src/main/java/me/lemire/longcompression/SkippableLongComposition.java @@ -53,12 +53,14 @@ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] o public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos, int num) { int init = inpos.get(); + int outposInit = outpos.get(); + F1.headlessUncompress(in, inpos, inlength, out, outpos, num); if (inpos.get() == init) { inpos.increment(); } inlength -= inpos.get() - init; - num -= outpos.get(); + num -= outpos.get() - outposInit; F2.headlessUncompress(in, inpos, inlength, out, outpos, num); } diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index 57a07e3..881dada 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -15,6 +15,7 @@ import me.lemire.integercompression.differential.SkippableIntegratedIntegerCODEC; import org.junit.Test; +import static org.junit.Assert.assertArrayEquals; import static org.junit.Assert.assertTrue; /** @@ -236,4 +237,52 @@ private static void testMaxHeadlessCompressedLength(SkippableIntegerCODEC codec, } } } + + @Test + public void testUncompressOutputOffset_SkippableComposition() { + for (int offset : new int[] {0, 1, 6}) { + SkippableComposition codec = new SkippableComposition(new BinaryPacking(), new VariableByte()); + + int[] input = { 2, 3, 4, 5 }; + int[] compressed = new int[codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length)]; + int[] uncompressed = new int[offset + input.length]; + + IntWrapper inputOffset = new IntWrapper(0); + IntWrapper compressedOffset = new IntWrapper(0); + + codec.headlessCompress(input, inputOffset, input.length, compressed, compressedOffset); + + int compressedLength = compressedOffset.get(); + IntWrapper uncompressedOffset = new IntWrapper(offset); + compressedOffset = new IntWrapper(0); + codec.headlessUncompress(compressed, compressedOffset, compressedLength, uncompressed, uncompressedOffset, input.length); + + assertArrayEquals(input, Arrays.copyOfRange(uncompressed, offset, offset + input.length)); + } + } + + @Test + public void testUncompressOutputOffset_SkippableIntegratedComposition() { + for (int offset : new int[] {0, 1, 6}) { + SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()); + + int[] input = { 2, 3, 4, 5 }; + int[] compressed = new int[codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length)]; + int[] uncompressed = new int[offset + input.length]; + + IntWrapper inputOffset = new IntWrapper(0); + IntWrapper compressedOffset = new IntWrapper(0); + IntWrapper initValue = new IntWrapper(0); + + codec.headlessCompress(input, inputOffset, input.length, compressed, compressedOffset, initValue); + + int compressedLength = compressedOffset.get(); + IntWrapper uncompressedOffset = new IntWrapper(offset); + compressedOffset = new IntWrapper(0); + initValue = new IntWrapper(0); + codec.headlessUncompress(compressed, compressedOffset, compressedLength, uncompressed, uncompressedOffset, input.length, initValue); + + assertArrayEquals(input, Arrays.copyOfRange(uncompressed, offset, offset + input.length)); + } + } } diff --git a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java index 4309e9d..c4b7e01 100644 --- a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java +++ b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java @@ -15,6 +15,7 @@ import me.lemire.integercompression.TestUtils; import me.lemire.integercompression.VariableByte; +import static org.junit.Assert.assertArrayEquals; import static org.junit.Assert.assertTrue; /** @@ -167,4 +168,27 @@ private static void testMaxHeadlessCompressedLength(SkippableLongCODEC codec, in assertTrue(maxOutputLength <= outPos.get() + 1); // +1 because SkippableLongComposition always adds one extra integer for the potential header } } + + @Test + public void testUncompressOutputOffset_SkippableLongComposition() { + for (int offset : new int[] {0, 1, 6}) { + SkippableLongComposition codec = new SkippableLongComposition(new LongBinaryPacking(), new LongVariableByte()); + + long[] input = { 2, 3, 4, 5 }; + long[] compressed = new long[codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length)]; + long[] uncompressed = new long[offset + input.length]; + + IntWrapper inputOffset = new IntWrapper(0); + IntWrapper compressedOffset = new IntWrapper(0); + + codec.headlessCompress(input, inputOffset, input.length, compressed, compressedOffset); + + int compressedLength = compressedOffset.get(); + IntWrapper uncompressedOffset = new IntWrapper(offset); + compressedOffset = new IntWrapper(0); + codec.headlessUncompress(compressed, compressedOffset, compressedLength, uncompressed, uncompressedOffset, input.length); + + assertArrayEquals(input, Arrays.copyOfRange(uncompressed, offset, offset + input.length)); + } + } } From 182f19168793be444c7336a59210247ab63558bb Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sun, 5 Oct 2025 13:02:31 -0400 Subject: [PATCH 218/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.3 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 928a3d2..a76e4aa 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.3-SNAPSHOT + 0.3.3 jar 21 @@ -22,7 +22,7 @@ scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.3 From 0e6bab01c5f1b4103138afd83aa505322b40a224 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Sun, 5 Oct 2025 13:02:33 -0400 Subject: [PATCH 219/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index a76e4aa..09e48fa 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.3 + 0.3.4-SNAPSHOT jar 21 @@ -22,7 +22,7 @@ scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git scm:git:git@github.com:fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.3 + HEAD From 21252a7008ecb9c1cf13df0015eb6aa9d9dd3ce3 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Sun, 19 Oct 2025 10:03:08 +0200 Subject: [PATCH 220/266] Include IntelliJ files in .gitignore --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index 88b3320..5a78c84 100644 --- a/.gitignore +++ b/.gitignore @@ -7,3 +7,5 @@ tags target/ tmp/ /bin +.idea +*.iml From aac18eee72ac1c6c6e72a765c9ff906561c6d1d9 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Sun, 19 Oct 2025 10:05:00 +0200 Subject: [PATCH 221/266] Add release action --- .github/release-settings.xml | 20 ++++++++++ .github/workflows/release.yml | 75 +++++++++++++++++++++++++++++++++++ pom.xml | 47 ++++++++++++++++++++-- 3 files changed, 139 insertions(+), 3 deletions(-) create mode 100644 .github/release-settings.xml create mode 100644 .github/workflows/release.yml diff --git a/.github/release-settings.xml b/.github/release-settings.xml new file mode 100644 index 0000000..be56a53 --- /dev/null +++ b/.github/release-settings.xml @@ -0,0 +1,20 @@ + + + + eu.maveniverse.maven.plugins + + + + + sonatype-central-portal + ${env.MAVEN_USER} + ${env.MAVEN_PASSWORD} + + sonatype-cp + njord:template:release-sca + + + + + diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml new file mode 100644 index 0000000..12e1db6 --- /dev/null +++ b/.github/workflows/release.yml @@ -0,0 +1,75 @@ +name: Release + +on: + workflow_dispatch: + inputs: + releaseVersion: + description: "Release version, e.g. 0.3.6 (optional — auto-detected from the current POM)" + required: false + +jobs: + release: + runs-on: ubuntu-latest + + steps: + - name: Validate release version + if: ${{ github.event.inputs.releaseVersion != '' }} + run: | + RELEASE=${{ github.event.inputs.releaseVersion }} + if [[ ! $RELEASE =~ ^[0-9]+\.[0-9]+\.[0-9]+(-SNAPSHOT)?$ ]]; then + echo "Error: releaseVersion '$RELEASE' is not in the correct format x.y.z or x.y.z-SNAPSHOT" + exit 1 + fi + + - name: Checkout + uses: actions/checkout@v4 + with: + fetch-depth: 0 + + - name: Set up Java + uses: actions/setup-java@v4 + with: + java-version: '21' + distribution: 'adopt' + + - name: Configure git + run: | + git config user.email "actions@github.com" + git config user.name "GitHub Actions" + + - name: Prepare Release + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + run: | + MVN_ARGS="" + if [ -n "${{ github.event.inputs.releaseVersion }}" ]; then + MVN_ARGS="$MVN_ARGS -DreleaseVersion=${{ github.event.inputs.releaseVersion }}" + fi + mvn -B release:prepare $MVN_ARGS + + - name: Determine release version + id: version + run: | + export TAG=$(grep 'scm.tag=' release.properties | cut -d'=' -f2) + export VERSION=${TAG#JavaFastPFOR-} + + echo "released_tag=${TAG}" >> $GITHUB_OUTPUT + echo "released_version=${VERSION}" >> $GITHUB_OUTPUT + + echo "Releasing tag: ${TAG}" + echo "Releasing version: ${VERSION}" + + - name: Release + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + MAVEN_GPG_PASSPHRASE: ${{ secrets.GPG_PASSPHRASE }} + MAVEN_GPG_KEY: ${{ secrets.GPG_PRIVATE_KEY }} + MAVEN_USER: ${{ secrets.MAVEN_USER }} + MAVEN_PASSWORD: ${{ secrets.MAVEN_PASSWORD }} + run: | + mvn -B release:perform -Darguments="-DskipTests -Dnjord.autoPublish -s .github/release-settings.xml" + + - name: Create GitHub Release + run: gh release create "${{ steps.version.outputs.released_tag }}" --generate-notes --title "Version ${{ steps.version.outputs.released_version }}" + env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} diff --git a/pom.xml b/pom.xml index 09e48fa..2bfe5e8 100644 --- a/pom.xml +++ b/pom.xml @@ -9,6 +9,7 @@ 21 21 UTF-8 + 0.8.5 @@ -19,11 +20,25 @@ - scm:git:git@github.com:fast-pack/JavaFastPFOR.git - scm:git:git@github.com:fast-pack/JavaFastPFOR.git - scm:git:git@github.com:fast-pack/JavaFastPFOR.git + scm:git:https://github.com/fast-pack/JavaFastPFOR.git + scm:git:https://github.com/fast-pack/JavaFastPFOR.git + scm:git:https://github.com/fast-pack/JavaFastPFOR.git HEAD + + + + sonatype-central-portal + Sonatype Central Portal + https://central.sonatype.com/repository/maven-snapshots/ + + + sonatype-central-portal + Sonatype Central Portal + https://repo.maven.apache.org/maven2/ + + + lemire @@ -60,6 +75,13 @@ https://github.com/fast-pack/JavaFastPFOR/issues     + + + eu.maveniverse.maven.njord + extension3 + ${njord.version} + + org.apache.maven.plugins @@ -174,10 +196,29 @@ true + + org.apache.maven.plugins + maven-gpg-plugin + 3.2.8 + + + sign-artifacts + verify + + sign + + + + + + eu.maveniverse.maven.plugins + njord + ${njord.version} + maven-clean-plugin 2.5 From 729b2603f6589327df672631d8f46b8689e85cf1 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 Oct 2025 05:30:22 +0000 Subject: [PATCH 222/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.4 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 2bfe5e8..113cbc1 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.4-SNAPSHOT + 0.3.4 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.4 From 53fa8e8fe8afbf8f7bd8354dc7adff5c8f6d74fe Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 Oct 2025 05:30:23 +0000 Subject: [PATCH 223/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 113cbc1..139a82d 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.4 + 0.3.5-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.4 + HEAD From b1be2d85b9474764cfe9368d402fc5772e49513e Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 Oct 2025 08:58:56 +0000 Subject: [PATCH 224/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.5 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 139a82d..6ad5a19 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.5-SNAPSHOT + 0.3.5 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.5 From 077c0a2055f6873ba7f9bc84158777886adb4663 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 Oct 2025 08:58:58 +0000 Subject: [PATCH 225/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 6ad5a19..67e904f 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.5 + 0.3.6-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.5 + HEAD From 5504fcbe0dcfcb37319e1ebf3d1990932beff3df Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Mon, 20 Oct 2025 11:50:26 +0200 Subject: [PATCH 226/266] Set maven-release-plugin goals to deploy --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 67e904f..26864d0 100644 --- a/pom.xml +++ b/pom.xml @@ -192,7 +192,7 @@ maven-release-plugin 3.0.1 - install + deploy true From 806a712b063ef14643f554909a127e5bb79fa2b8 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Mon, 20 Oct 2025 06:42:52 +0200 Subject: [PATCH 227/266] Add missing env variables in release action --- .github/workflows/release.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 12e1db6..8630f07 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -31,6 +31,8 @@ jobs: with: java-version: '21' distribution: 'adopt' + gpg-private-key: ${{ secrets.GPG_PRIVATE_KEY }} + gpg-passphrase: MAVEN_GPG_PASSPHRASE - name: Configure git run: | @@ -40,6 +42,7 @@ jobs: - name: Prepare Release env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + MAVEN_GPG_PASSPHRASE: ${{ secrets.GPG_PASSPHRASE }} run: | MVN_ARGS="" if [ -n "${{ github.event.inputs.releaseVersion }}" ]; then From dd8461908ec33cd35fca97e6031b9f11e790109a Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Mon, 20 Oct 2025 07:27:13 +0200 Subject: [PATCH 228/266] Allow release action to create tags --- .github/workflows/release.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 8630f07..79a9686 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -10,6 +10,8 @@ on: jobs: release: runs-on: ubuntu-latest + permissions: + contents: write # to automatically create tags steps: - name: Validate release version From 6b167c42a5c24bbca4768a6ffde3db86d0d77e33 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Mon, 20 Oct 2025 10:51:53 +0200 Subject: [PATCH 229/266] Fix njord configuration --- .github/workflows/release.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 79a9686..0b2f1c4 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -72,7 +72,7 @@ jobs: MAVEN_USER: ${{ secrets.MAVEN_USER }} MAVEN_PASSWORD: ${{ secrets.MAVEN_PASSWORD }} run: | - mvn -B release:perform -Darguments="-DskipTests -Dnjord.autoPublish -s .github/release-settings.xml" + mvn -B release:perform -Darguments="-DskipTests -DaltDeploymentRepository=id::default::njord: -Dnjord.autoPublish" -s .github/release-settings.xml - name: Create GitHub Release run: gh release create "${{ steps.version.outputs.released_tag }}" --generate-notes --title "Version ${{ steps.version.outputs.released_version }}" From 12177805238aa06cf1a217bc8837c2b9175b34c1 Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Mon, 20 Oct 2025 10:20:58 +0200 Subject: [PATCH 230/266] [tmp] checkout master --- .github/workflows/release.yml | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 0b2f1c4..291318f 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -27,6 +27,7 @@ jobs: uses: actions/checkout@v4 with: fetch-depth: 0 + ref: master - name: Set up Java uses: actions/setup-java@v4 @@ -74,7 +75,7 @@ jobs: run: | mvn -B release:perform -Darguments="-DskipTests -DaltDeploymentRepository=id::default::njord: -Dnjord.autoPublish" -s .github/release-settings.xml - - name: Create GitHub Release - run: gh release create "${{ steps.version.outputs.released_tag }}" --generate-notes --title "Version ${{ steps.version.outputs.released_version }}" - env: - GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} +# - name: Create GitHub Release +# run: gh release create "${{ steps.version.outputs.released_tag }}" --generate-notes --title "Version ${{ steps.version.outputs.released_version }}" +# env: +# GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} From 9caa716d489848a928279264f585ab66d5e19b3c Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 Oct 2025 09:55:40 +0000 Subject: [PATCH 231/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.6 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 26864d0..d8d30c1 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.6-SNAPSHOT + 0.3.6 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.6 From f7ff2bd53b513fa6a82d6f0d02ad598fb9c9c5ff Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 Oct 2025 09:55:42 +0000 Subject: [PATCH 232/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index d8d30c1..00de0dc 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.6 + 0.3.7-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.6 + HEAD From 1ca1e014e8fe7a1e74bb729944dd95f567bcb710 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 Oct 2025 17:44:06 +0000 Subject: [PATCH 233/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.7 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 00de0dc..1c80152 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.7-SNAPSHOT + 0.3.7 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.7 From 6d5b4c926c7ed81edfe4167c118422675c7f7009 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 Oct 2025 17:44:07 +0000 Subject: [PATCH 234/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 1c80152..f240455 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.7 + 0.3.8-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.7 + HEAD From 1fcfa0b41cb7bd8b8c47a6ae29693f77d9e77273 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 20 Oct 2025 14:08:49 -0400 Subject: [PATCH 235/266] can we make publishing automated ? --- .github/workflows/release.yml | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 291318f..ac28c0f 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -73,9 +73,4 @@ jobs: MAVEN_USER: ${{ secrets.MAVEN_USER }} MAVEN_PASSWORD: ${{ secrets.MAVEN_PASSWORD }} run: | - mvn -B release:perform -Darguments="-DskipTests -DaltDeploymentRepository=id::default::njord: -Dnjord.autoPublish" -s .github/release-settings.xml - -# - name: Create GitHub Release -# run: gh release create "${{ steps.version.outputs.released_tag }}" --generate-notes --title "Version ${{ steps.version.outputs.released_version }}" -# env: -# GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + mvn -B release:perform -Darguments="-DskipTests -DaltDeploymentRepository=id::default::njord: -Dnjord.autoPublish=true -Dnjord.publishingType=automatic" -s .github/release-settings.xml \ No newline at end of file From eb8f27fdc585aa6b4a570303a288ca8b0bf88690 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 20 Oct 2025 19:30:07 -0400 Subject: [PATCH 236/266] minor change to the random generator (excuse to trigger a release). --- .../lemire/integercompression/synth/UniformDataGenerator.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main/java/me/lemire/integercompression/synth/UniformDataGenerator.java b/src/main/java/me/lemire/integercompression/synth/UniformDataGenerator.java index bbd386a..a50497c 100644 --- a/src/main/java/me/lemire/integercompression/synth/UniformDataGenerator.java +++ b/src/main/java/me/lemire/integercompression/synth/UniformDataGenerator.java @@ -42,7 +42,7 @@ int[] generateUniformHash(int N, int Max) { int[] ans = new int[N]; HashSet s = new HashSet(); while (s.size() < N) - s.add(new Integer(this.rand.nextInt(Max))); + s.add(this.rand.nextInt(Max)); Iterator i = s.iterator(); for (int k = 0; k < N; ++k) ans[k] = i.next().intValue(); From 7e7567fda5eb20c7b1df6ea8d2ea33bb1ec6dbf1 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 20 Oct 2025 19:37:00 -0400 Subject: [PATCH 237/266] putting back GitHub Release --- .github/workflows/release.yml | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index ac28c0f..29bc28a 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -73,4 +73,9 @@ jobs: MAVEN_USER: ${{ secrets.MAVEN_USER }} MAVEN_PASSWORD: ${{ secrets.MAVEN_PASSWORD }} run: | - mvn -B release:perform -Darguments="-DskipTests -DaltDeploymentRepository=id::default::njord: -Dnjord.autoPublish=true -Dnjord.publishingType=automatic" -s .github/release-settings.xml \ No newline at end of file + mvn -B release:perform -Darguments="-DskipTests -DaltDeploymentRepository=id::default::njord: -Dnjord.autoPublish=true -Dnjord.publishingType=automatic" -s .github/release-settings.xml + + - name: Create GitHub Release + run: gh release create "${{ steps.version.outputs.released_tag }}" --generate-notes --title "Version ${{ steps.version.outputs.released_version }}" + env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} \ No newline at end of file From 78c5799dcdd2fac1b11f159f024b4f29562da01e Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 Oct 2025 23:49:55 +0000 Subject: [PATCH 238/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.8 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index f240455..ac78f6d 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.8-SNAPSHOT + 0.3.8 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.8 From 41fa4c03d500870955db901209d19305e787a5e5 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 Oct 2025 23:49:56 +0000 Subject: [PATCH 239/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index ac78f6d..9b53d0e 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.8 + 0.3.9-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.8 + HEAD From 763bd2ddc61a8e66d39c62bea1b43b0a815e80b4 Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 20 Oct 2025 21:42:16 -0400 Subject: [PATCH 240/266] update name --- .github/workflows/release.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 29bc28a..ec0e674 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -76,6 +76,6 @@ jobs: mvn -B release:perform -Darguments="-DskipTests -DaltDeploymentRepository=id::default::njord: -Dnjord.autoPublish=true -Dnjord.publishingType=automatic" -s .github/release-settings.xml - name: Create GitHub Release - run: gh release create "${{ steps.version.outputs.released_tag }}" --generate-notes --title "Version ${{ steps.version.outputs.released_version }}" + run: gh release create "${{ steps.version.outputs.released_tag }}" --generate-notes --title "${{ steps.version.outputs.released_version }}" env: GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} \ No newline at end of file From 6025cd079eb932617a09b18abbbcbd053e8e17cc Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 20 Oct 2025 21:43:46 -0400 Subject: [PATCH 241/266] adding a check --- .github/workflows/release.yml | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index ec0e674..2098fe9 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -53,6 +53,15 @@ jobs: fi mvn -B release:prepare $MVN_ARGS + - name: Check release.properties + run: | + if [ ! -f release.properties ]; then + echo "release.properties not found" + exit 1 + fi + echo "Contents of release.properties:" + cat release.properties + - name: Determine release version id: version run: | From 58b142eaa1795003d54d85c8d872549783af2eff Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 20 Oct 2025 21:47:58 -0400 Subject: [PATCH 242/266] undoing --- .github/workflows/release.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 2098fe9..d6ad167 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -85,6 +85,6 @@ jobs: mvn -B release:perform -Darguments="-DskipTests -DaltDeploymentRepository=id::default::njord: -Dnjord.autoPublish=true -Dnjord.publishingType=automatic" -s .github/release-settings.xml - name: Create GitHub Release - run: gh release create "${{ steps.version.outputs.released_tag }}" --generate-notes --title "${{ steps.version.outputs.released_version }}" + run: gh release create "${{ steps.version.outputs.released_tag }}" --generate-notes --title "Version ${{ steps.version.outputs.released_version }}" env: GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} \ No newline at end of file From 8b59184298825781dffb46c6fcb50f3dbd5a055c Mon Sep 17 00:00:00 2001 From: Piotr Rzysko Date: Tue, 21 Oct 2025 06:49:54 +0200 Subject: [PATCH 243/266] Add information about Maven Central to README --- README.md | 66 +++++++++++++++++++++++++++++++------------------------ 1 file changed, 37 insertions(+), 29 deletions(-) diff --git a/README.md b/README.md index 2ef8fc5..8fcd32c 100644 --- a/README.md +++ b/README.md @@ -104,53 +104,62 @@ non-vectorized implementation. For an example usage, see examples/vector/Example.java. The feature requires JDK 19+ and is currently for advanced users. -JavaFastPFOR as a dependency (JitPack) +JavaFastPFOR as a dependency ------------------------ +JavaFastPFOR is available both on Maven Central and JitPack, so you can easily +include it in your project using either source. + We have a demo project using JavaFastPFOR as a dependency (both Maven and Gradle). See... https://github.com/fast-pack/JavaFastPFORDemo -1. **Maven** +### Maven Central + +You can add JavaFastPFOR directly from Maven Central — no extra repository configuration needed: -Using this code in your own project is easy with maven, just add -the following code in your pom.xml file: +**Maven** ```xml - - com.github.fast-pack - JavaFastPFor - JavaFastPFOR-0.3.2 - + + me.lemire.integercompression + JavaFastPFOR + 0.3.8 + ``` -as well as jitpack as a repository... +**Gradle (Groovy)** -```xml - - - jitpack.io - https://jitpack.io - - +```groovy +dependencies { + implementation 'me.lemire.integercompression:JavaFastPFOR:0.3.8' +} ``` -Naturally, you should replace "version" by the version -you desire. +### JitPack +If you prefer or need to use JitPack, you can include the dependency like this: -2. **Gradle (groovy)** +**Maven** +```xml + + + jitpack.io + https://jitpack.io + + + + + com.github.fast-pack + JavaFastPFOR + JavaFastPFOR-0.3.8 + +``` -Then all you need is to edit your `build.gradle` file like so: - +**Gradle (groovy)** ```groovy -plugins { - id 'java' -} - - repositories { mavenCentral() maven { @@ -159,11 +168,10 @@ repositories { } dependencies { - implementation 'com.github.fast-pack:JavaFastPFor:JavaFastPFOR-0.3.2' + implementation 'com.github.fast-pack:JavaFastPFOR:JavaFastPFOR-0.3.8' } ``` - Naturally, you should replace "version" by the version you desire. From 7f2f5fcdf074bc7c5d1c32119d5d32f0320ed34b Mon Sep 17 00:00:00 2001 From: lifeinwild <49356704+lifeinwild@users.noreply.github.com> Date: Sun, 23 Nov 2025 00:02:35 +0900 Subject: [PATCH 244/266] bugfix of LongDelta fix(longdelta): Add support for empty arrays in fastInverseDelta --- .../differential/LongDelta.java | 2 +- .../lemire/longcompression/LongDeltaTest.java | 23 +++++++++++++++++++ 2 files changed, 24 insertions(+), 1 deletion(-) create mode 100644 src/test/java/me/lemire/longcompression/LongDeltaTest.java diff --git a/src/main/java/me/lemire/longcompression/differential/LongDelta.java b/src/main/java/me/lemire/longcompression/differential/LongDelta.java index 184e53c..8399f94 100644 --- a/src/main/java/me/lemire/longcompression/differential/LongDelta.java +++ b/src/main/java/me/lemire/longcompression/differential/LongDelta.java @@ -107,7 +107,7 @@ public static void fastinverseDelta(long[] data) { } } - for (; i != data.length; ++i) { + for (; i < data.length; ++i) { data[i] += data[i - 1]; } } diff --git a/src/test/java/me/lemire/longcompression/LongDeltaTest.java b/src/test/java/me/lemire/longcompression/LongDeltaTest.java new file mode 100644 index 0000000..bfa1e6f --- /dev/null +++ b/src/test/java/me/lemire/longcompression/LongDeltaTest.java @@ -0,0 +1,23 @@ +package me.lemire.longcompression; + +import me.lemire.longcompression.differential.LongDelta; +import org.junit.Test; + +import static org.junit.Assert.assertArrayEquals; +import static org.junit.Assert.assertNotNull; + +public class LongDeltaTest { + @Test + public void testEmptyArrayFastInverseDelta() { + LongCompressor compressor = new LongCompressor(); + long[] input = new long[0]; + + LongDelta.delta(input); + long[] compressed = compressor.compress(input); + long[] result = compressor.uncompress(compressed); + LongDelta.fastinverseDelta(result); + + assertNotNull(result); + assertArrayEquals(input, result); + } +} From a4ded943814aa28d26466e821788cbc3b7121a05 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Tue, 25 Nov 2025 16:31:26 +0000 Subject: [PATCH 245/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.9 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 9b53d0e..769bd98 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.9-SNAPSHOT + 0.3.9 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.9 From 5eb542b2c35dfab1d9a3bb1f8b2e61f0cb4335b2 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Tue, 25 Nov 2025 16:31:27 +0000 Subject: [PATCH 246/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 769bd98..2efc724 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.9 + 0.3.10-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.9 + HEAD From 6559221f3c5df38b9e2407294653c19a715e874a Mon Sep 17 00:00:00 2001 From: lifeinwild <49356704+lifeinwild@users.noreply.github.com> Date: Wed, 17 Dec 2025 19:41:32 +0900 Subject: [PATCH 247/266] Export differential packages for JPMS This change makes differential compression algorithms accessible to other JPMS modules, allowing external projects to directly use these variants. --- src/main/java/module-info.java | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/main/java/module-info.java b/src/main/java/module-info.java index d254c12..f134601 100644 --- a/src/main/java/module-info.java +++ b/src/main/java/module-info.java @@ -6,5 +6,7 @@ // requires jdk.incubator.vector; exports me.lemire.integercompression; exports me.lemire.longcompression; + exports me.lemire.longcompression.differential; + exports me.lemire.integercompression.differential; // exports me.lemire.integercompression.vector; } From f033dcf93620f9f7afb2170b11da50c5c215345c Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Thu, 18 Dec 2025 04:57:54 +0000 Subject: [PATCH 248/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.10 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 2efc724..31d6f61 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.10-SNAPSHOT + 0.3.10 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.10 From babc646de163d9b36c852f978d6cc0c30428efa8 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Thu, 18 Dec 2025 04:57:55 +0000 Subject: [PATCH 249/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 31d6f61..33db8e6 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.10 + 0.3.11-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.10 + HEAD From d74e397c35eb70cba8394b0aeedea21500e5d59f Mon Sep 17 00:00:00 2001 From: Daniel Lemire Date: Mon, 22 Dec 2025 16:10:07 -0500 Subject: [PATCH 250/266] adding ref --- README.md | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/README.md b/README.md index 2ef8fc5..490b93c 100644 --- a/README.md +++ b/README.md @@ -244,6 +244,21 @@ API Documentation http://www.javadoc.io/doc/me.lemire.integercompression/JavaFastPFOR/ + +Citing this work +----------------- + +If you use JavaFastPFOR in your work, please consider citing the project. A recommended BibTeX entry is: + +```bibtex +@misc{lemire2025_javafastpfor, + author = {Daniel Lemire}, + title = {{JavaFastPFOR: A simple integer compression library in Java}}, + year = {2025}, + howpublished = {\url{https://github.com/fast-pack/JavaFastPFOR}}, +} +``` + Want to read more? ------------------ From c87474eda15b13bfd0477d756ac46fc368b7cfc1 Mon Sep 17 00:00:00 2001 From: Benoit Lacelle Date: Sun, 15 Mar 2026 19:58:33 +0400 Subject: [PATCH 251/266] Add Automatic-Module-Name in MANIFEST.MF --- pom.xml | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/pom.xml b/pom.xml index 33db8e6..f55759c 100644 --- a/pom.xml +++ b/pom.xml @@ -234,6 +234,13 @@ maven-jar-plugin 2.4 + + + + me.lemire.integercompression + + + maven-javadoc-plugin From dee14e3faeb491593fb9efc64153fca4bbc6fd10 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Sun, 15 Mar 2026 22:43:34 +0000 Subject: [PATCH 252/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.11 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index f55759c..ec9d0e8 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.11-SNAPSHOT + 0.3.11 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.11 From 5b473c7aca2d0da05d8d5e6220e8a49a86184c8f Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Sun, 15 Mar 2026 22:43:36 +0000 Subject: [PATCH 253/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index ec9d0e8..7783d45 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.11 + 0.3.12-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.11 + HEAD From 4beeed0385bb730343911dfce3fb8211db015c6d Mon Sep 17 00:00:00 2001 From: Raunaq Morarka Date: Wed, 17 Jun 2026 12:53:54 +0530 Subject: [PATCH 254/266] Add unrolled bit-packing kernels for longs (widths 1..63) Branch-free unrolled fastpackwithoutmask/fastunpack for all widths, mirroring the 32-bit BitPacking. Measured on Graviton (aarch64), Corretto 21, median over widths 1..63: pack 1.93x, unpack 2.66x. --- .../BenchmarkLongBitPacking.java | 87 + .../longcompression/LongBitPacking.java | 12564 +++++++++++++++- .../longcompression/TestLongBitPacking.java | 140 + 3 files changed, 12775 insertions(+), 16 deletions(-) create mode 100644 src/main/java/me/lemire/longcompression/BenchmarkLongBitPacking.java create mode 100644 src/test/java/me/lemire/longcompression/TestLongBitPacking.java diff --git a/src/main/java/me/lemire/longcompression/BenchmarkLongBitPacking.java b/src/main/java/me/lemire/longcompression/BenchmarkLongBitPacking.java new file mode 100644 index 0000000..d0486a8 --- /dev/null +++ b/src/main/java/me/lemire/longcompression/BenchmarkLongBitPacking.java @@ -0,0 +1,87 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.longcompression; + +import java.text.DecimalFormat; +import java.util.Random; + +/** + * Class used to benchmark the speed of long bit packing, comparing the + * generic and unrolled {@link LongBitPacking} kernels. (For expert use.) + * + * @author Daniel Lemire + * + */ +public class BenchmarkLongBitPacking { + + private static void test(boolean verbose) { + DecimalFormat dfspeed = new DecimalFormat("0"); + final int N = 64; + final int times = 100000; + Random r = new Random(0); + long[] data = new long[N]; + long[] compressed = new long[N]; + long[] uncompressed = new long[N]; + for (int bit = 1; bit < 64; ++bit) { + long mask = (1L << bit) - 1; + long slowcomp = 0; + long slowdecomp = 0; + long fastcomp = 0; + long fastdecomp = 0; + for (int t = 0; t < times; ++t) { + for (int k = 0; k < N; ++k) { + data[k] = r.nextLong() & mask; + } + long time1 = System.nanoTime(); + LongBitPacking.slowpackwithoutmask(data, 0, + compressed, 0, bit); + long time2 = System.nanoTime(); + LongBitPacking.slowunpack(compressed, 0, + uncompressed, 0, bit); + long time3 = System.nanoTime(); + LongBitPacking.fastpackwithoutmask(data, 0, + compressed, 0, bit); + long time4 = System.nanoTime(); + LongBitPacking.fastunpack(compressed, 0, + uncompressed, 0, bit); + long time5 = System.nanoTime(); + slowcomp += time2 - time1; + slowdecomp += time3 - time2; + fastcomp += time4 - time3; + fastdecomp += time5 - time4; + } + if (verbose) + System.out.println("bit = " + + bit + + " slow comp. speed = " + + dfspeed.format(N * times * 1000.0 + / (slowcomp)) + + " slow decomp. speed = " + + dfspeed.format(N * times * 1000.0 + / (slowdecomp)) + + " unrolled comp. speed = " + + dfspeed.format(N * times * 1000.0 + / (fastcomp)) + + " unrolled decomp. speed = " + + dfspeed.format(N * times * 1000.0 + / (fastdecomp))); + } + } + + /** + * Main method + * + * @param args + * command-line arguments + */ + public static void main(String[] args) { + System.out.println("Testing long packing (slow vs unrolled) "); + test(false); + test(true); + } + +} diff --git a/src/main/java/me/lemire/longcompression/LongBitPacking.java b/src/main/java/me/lemire/longcompression/LongBitPacking.java index 2d282ec..4b5426f 100644 --- a/src/main/java/me/lemire/longcompression/LongBitPacking.java +++ b/src/main/java/me/lemire/longcompression/LongBitPacking.java @@ -41,14 +41,204 @@ public final class LongBitPacking { */ public static void fastpackwithoutmask(final long[] in, final int inpos, final long[] out, final int outpos, final int bit) { - if (bit == 0) { - fastpackwithoutmask0(in, inpos, out, outpos); - } else if (bit == 64) { - fastpackwithoutmask64(in, inpos, out, outpos); - } else if (bit > 0 && bit < 64) { - slowpackwithoutmask(in, inpos, out, outpos, bit); - } else { - throw new IllegalArgumentException("Unsupported bit width: " + bit); + switch (bit) { + case 0: + fastpackwithoutmask0(in, inpos, out, outpos); + break; + case 1: + fastpackwithoutmask1(in, inpos, out, outpos); + break; + case 2: + fastpackwithoutmask2(in, inpos, out, outpos); + break; + case 3: + fastpackwithoutmask3(in, inpos, out, outpos); + break; + case 4: + fastpackwithoutmask4(in, inpos, out, outpos); + break; + case 5: + fastpackwithoutmask5(in, inpos, out, outpos); + break; + case 6: + fastpackwithoutmask6(in, inpos, out, outpos); + break; + case 7: + fastpackwithoutmask7(in, inpos, out, outpos); + break; + case 8: + fastpackwithoutmask8(in, inpos, out, outpos); + break; + case 9: + fastpackwithoutmask9(in, inpos, out, outpos); + break; + case 10: + fastpackwithoutmask10(in, inpos, out, outpos); + break; + case 11: + fastpackwithoutmask11(in, inpos, out, outpos); + break; + case 12: + fastpackwithoutmask12(in, inpos, out, outpos); + break; + case 13: + fastpackwithoutmask13(in, inpos, out, outpos); + break; + case 14: + fastpackwithoutmask14(in, inpos, out, outpos); + break; + case 15: + fastpackwithoutmask15(in, inpos, out, outpos); + break; + case 16: + fastpackwithoutmask16(in, inpos, out, outpos); + break; + case 17: + fastpackwithoutmask17(in, inpos, out, outpos); + break; + case 18: + fastpackwithoutmask18(in, inpos, out, outpos); + break; + case 19: + fastpackwithoutmask19(in, inpos, out, outpos); + break; + case 20: + fastpackwithoutmask20(in, inpos, out, outpos); + break; + case 21: + fastpackwithoutmask21(in, inpos, out, outpos); + break; + case 22: + fastpackwithoutmask22(in, inpos, out, outpos); + break; + case 23: + fastpackwithoutmask23(in, inpos, out, outpos); + break; + case 24: + fastpackwithoutmask24(in, inpos, out, outpos); + break; + case 25: + fastpackwithoutmask25(in, inpos, out, outpos); + break; + case 26: + fastpackwithoutmask26(in, inpos, out, outpos); + break; + case 27: + fastpackwithoutmask27(in, inpos, out, outpos); + break; + case 28: + fastpackwithoutmask28(in, inpos, out, outpos); + break; + case 29: + fastpackwithoutmask29(in, inpos, out, outpos); + break; + case 30: + fastpackwithoutmask30(in, inpos, out, outpos); + break; + case 31: + fastpackwithoutmask31(in, inpos, out, outpos); + break; + case 32: + fastpackwithoutmask32(in, inpos, out, outpos); + break; + case 33: + fastpackwithoutmask33(in, inpos, out, outpos); + break; + case 34: + fastpackwithoutmask34(in, inpos, out, outpos); + break; + case 35: + fastpackwithoutmask35(in, inpos, out, outpos); + break; + case 36: + fastpackwithoutmask36(in, inpos, out, outpos); + break; + case 37: + fastpackwithoutmask37(in, inpos, out, outpos); + break; + case 38: + fastpackwithoutmask38(in, inpos, out, outpos); + break; + case 39: + fastpackwithoutmask39(in, inpos, out, outpos); + break; + case 40: + fastpackwithoutmask40(in, inpos, out, outpos); + break; + case 41: + fastpackwithoutmask41(in, inpos, out, outpos); + break; + case 42: + fastpackwithoutmask42(in, inpos, out, outpos); + break; + case 43: + fastpackwithoutmask43(in, inpos, out, outpos); + break; + case 44: + fastpackwithoutmask44(in, inpos, out, outpos); + break; + case 45: + fastpackwithoutmask45(in, inpos, out, outpos); + break; + case 46: + fastpackwithoutmask46(in, inpos, out, outpos); + break; + case 47: + fastpackwithoutmask47(in, inpos, out, outpos); + break; + case 48: + fastpackwithoutmask48(in, inpos, out, outpos); + break; + case 49: + fastpackwithoutmask49(in, inpos, out, outpos); + break; + case 50: + fastpackwithoutmask50(in, inpos, out, outpos); + break; + case 51: + fastpackwithoutmask51(in, inpos, out, outpos); + break; + case 52: + fastpackwithoutmask52(in, inpos, out, outpos); + break; + case 53: + fastpackwithoutmask53(in, inpos, out, outpos); + break; + case 54: + fastpackwithoutmask54(in, inpos, out, outpos); + break; + case 55: + fastpackwithoutmask55(in, inpos, out, outpos); + break; + case 56: + fastpackwithoutmask56(in, inpos, out, outpos); + break; + case 57: + fastpackwithoutmask57(in, inpos, out, outpos); + break; + case 58: + fastpackwithoutmask58(in, inpos, out, outpos); + break; + case 59: + fastpackwithoutmask59(in, inpos, out, outpos); + break; + case 60: + fastpackwithoutmask60(in, inpos, out, outpos); + break; + case 61: + fastpackwithoutmask61(in, inpos, out, outpos); + break; + case 62: + fastpackwithoutmask62(in, inpos, out, outpos); + break; + case 63: + fastpackwithoutmask63(in, inpos, out, outpos); + break; + case 64: + fastpackwithoutmask64(in, inpos, out, outpos); + break; + default: + throw new IllegalArgumentException("Unsupported bit width: " + bit); } } @@ -57,6 +247,6050 @@ protected static void fastpackwithoutmask0(final long[] in, int inpos, // nothing } + protected static void fastpackwithoutmask1(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 1) + | ((in[2 + inpos]) << 2) + | ((in[3 + inpos]) << 3) + | ((in[4 + inpos]) << 4) + | ((in[5 + inpos]) << 5) + | ((in[6 + inpos]) << 6) + | ((in[7 + inpos]) << 7) + | ((in[8 + inpos]) << 8) + | ((in[9 + inpos]) << 9) + | ((in[10 + inpos]) << 10) + | ((in[11 + inpos]) << 11) + | ((in[12 + inpos]) << 12) + | ((in[13 + inpos]) << 13) + | ((in[14 + inpos]) << 14) + | ((in[15 + inpos]) << 15) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 17) + | ((in[18 + inpos]) << 18) + | ((in[19 + inpos]) << 19) + | ((in[20 + inpos]) << 20) + | ((in[21 + inpos]) << 21) + | ((in[22 + inpos]) << 22) + | ((in[23 + inpos]) << 23) + | ((in[24 + inpos]) << 24) + | ((in[25 + inpos]) << 25) + | ((in[26 + inpos]) << 26) + | ((in[27 + inpos]) << 27) + | ((in[28 + inpos]) << 28) + | ((in[29 + inpos]) << 29) + | ((in[30 + inpos]) << 30) + | ((in[31 + inpos]) << 31) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 33) + | ((in[34 + inpos]) << 34) + | ((in[35 + inpos]) << 35) + | ((in[36 + inpos]) << 36) + | ((in[37 + inpos]) << 37) + | ((in[38 + inpos]) << 38) + | ((in[39 + inpos]) << 39) + | ((in[40 + inpos]) << 40) + | ((in[41 + inpos]) << 41) + | ((in[42 + inpos]) << 42) + | ((in[43 + inpos]) << 43) + | ((in[44 + inpos]) << 44) + | ((in[45 + inpos]) << 45) + | ((in[46 + inpos]) << 46) + | ((in[47 + inpos]) << 47) + | ((in[48 + inpos]) << 48) + | ((in[49 + inpos]) << 49) + | ((in[50 + inpos]) << 50) + | ((in[51 + inpos]) << 51) + | ((in[52 + inpos]) << 52) + | ((in[53 + inpos]) << 53) + | ((in[54 + inpos]) << 54) + | ((in[55 + inpos]) << 55) + | ((in[56 + inpos]) << 56) + | ((in[57 + inpos]) << 57) + | ((in[58 + inpos]) << 58) + | ((in[59 + inpos]) << 59) + | ((in[60 + inpos]) << 60) + | ((in[61 + inpos]) << 61) + | ((in[62 + inpos]) << 62) + | ((in[63 + inpos]) << 63); + } + + protected static void fastpackwithoutmask2(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 2) + | ((in[2 + inpos]) << 4) + | ((in[3 + inpos]) << 6) + | ((in[4 + inpos]) << 8) + | ((in[5 + inpos]) << 10) + | ((in[6 + inpos]) << 12) + | ((in[7 + inpos]) << 14) + | ((in[8 + inpos]) << 16) + | ((in[9 + inpos]) << 18) + | ((in[10 + inpos]) << 20) + | ((in[11 + inpos]) << 22) + | ((in[12 + inpos]) << 24) + | ((in[13 + inpos]) << 26) + | ((in[14 + inpos]) << 28) + | ((in[15 + inpos]) << 30) + | ((in[16 + inpos]) << 32) + | ((in[17 + inpos]) << 34) + | ((in[18 + inpos]) << 36) + | ((in[19 + inpos]) << 38) + | ((in[20 + inpos]) << 40) + | ((in[21 + inpos]) << 42) + | ((in[22 + inpos]) << 44) + | ((in[23 + inpos]) << 46) + | ((in[24 + inpos]) << 48) + | ((in[25 + inpos]) << 50) + | ((in[26 + inpos]) << 52) + | ((in[27 + inpos]) << 54) + | ((in[28 + inpos]) << 56) + | ((in[29 + inpos]) << 58) + | ((in[30 + inpos]) << 60) + | ((in[31 + inpos]) << 62); + out[1 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 2) + | ((in[34 + inpos]) << 4) + | ((in[35 + inpos]) << 6) + | ((in[36 + inpos]) << 8) + | ((in[37 + inpos]) << 10) + | ((in[38 + inpos]) << 12) + | ((in[39 + inpos]) << 14) + | ((in[40 + inpos]) << 16) + | ((in[41 + inpos]) << 18) + | ((in[42 + inpos]) << 20) + | ((in[43 + inpos]) << 22) + | ((in[44 + inpos]) << 24) + | ((in[45 + inpos]) << 26) + | ((in[46 + inpos]) << 28) + | ((in[47 + inpos]) << 30) + | ((in[48 + inpos]) << 32) + | ((in[49 + inpos]) << 34) + | ((in[50 + inpos]) << 36) + | ((in[51 + inpos]) << 38) + | ((in[52 + inpos]) << 40) + | ((in[53 + inpos]) << 42) + | ((in[54 + inpos]) << 44) + | ((in[55 + inpos]) << 46) + | ((in[56 + inpos]) << 48) + | ((in[57 + inpos]) << 50) + | ((in[58 + inpos]) << 52) + | ((in[59 + inpos]) << 54) + | ((in[60 + inpos]) << 56) + | ((in[61 + inpos]) << 58) + | ((in[62 + inpos]) << 60) + | ((in[63 + inpos]) << 62); + } + + protected static void fastpackwithoutmask3(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 3) + | ((in[2 + inpos]) << 6) + | ((in[3 + inpos]) << 9) + | ((in[4 + inpos]) << 12) + | ((in[5 + inpos]) << 15) + | ((in[6 + inpos]) << 18) + | ((in[7 + inpos]) << 21) + | ((in[8 + inpos]) << 24) + | ((in[9 + inpos]) << 27) + | ((in[10 + inpos]) << 30) + | ((in[11 + inpos]) << 33) + | ((in[12 + inpos]) << 36) + | ((in[13 + inpos]) << 39) + | ((in[14 + inpos]) << 42) + | ((in[15 + inpos]) << 45) + | ((in[16 + inpos]) << 48) + | ((in[17 + inpos]) << 51) + | ((in[18 + inpos]) << 54) + | ((in[19 + inpos]) << 57) + | ((in[20 + inpos]) << 60) + | ((in[21 + inpos]) << 63); + out[1 + outpos] = ((in[21 + inpos]) >>> (3 - 2)) + | ((in[22 + inpos]) << 2) + | ((in[23 + inpos]) << 5) + | ((in[24 + inpos]) << 8) + | ((in[25 + inpos]) << 11) + | ((in[26 + inpos]) << 14) + | ((in[27 + inpos]) << 17) + | ((in[28 + inpos]) << 20) + | ((in[29 + inpos]) << 23) + | ((in[30 + inpos]) << 26) + | ((in[31 + inpos]) << 29) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 35) + | ((in[34 + inpos]) << 38) + | ((in[35 + inpos]) << 41) + | ((in[36 + inpos]) << 44) + | ((in[37 + inpos]) << 47) + | ((in[38 + inpos]) << 50) + | ((in[39 + inpos]) << 53) + | ((in[40 + inpos]) << 56) + | ((in[41 + inpos]) << 59) + | ((in[42 + inpos]) << 62); + out[2 + outpos] = ((in[42 + inpos]) >>> (3 - 1)) + | ((in[43 + inpos]) << 1) + | ((in[44 + inpos]) << 4) + | ((in[45 + inpos]) << 7) + | ((in[46 + inpos]) << 10) + | ((in[47 + inpos]) << 13) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 19) + | ((in[50 + inpos]) << 22) + | ((in[51 + inpos]) << 25) + | ((in[52 + inpos]) << 28) + | ((in[53 + inpos]) << 31) + | ((in[54 + inpos]) << 34) + | ((in[55 + inpos]) << 37) + | ((in[56 + inpos]) << 40) + | ((in[57 + inpos]) << 43) + | ((in[58 + inpos]) << 46) + | ((in[59 + inpos]) << 49) + | ((in[60 + inpos]) << 52) + | ((in[61 + inpos]) << 55) + | ((in[62 + inpos]) << 58) + | ((in[63 + inpos]) << 61); + } + + protected static void fastpackwithoutmask4(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 4) + | ((in[2 + inpos]) << 8) + | ((in[3 + inpos]) << 12) + | ((in[4 + inpos]) << 16) + | ((in[5 + inpos]) << 20) + | ((in[6 + inpos]) << 24) + | ((in[7 + inpos]) << 28) + | ((in[8 + inpos]) << 32) + | ((in[9 + inpos]) << 36) + | ((in[10 + inpos]) << 40) + | ((in[11 + inpos]) << 44) + | ((in[12 + inpos]) << 48) + | ((in[13 + inpos]) << 52) + | ((in[14 + inpos]) << 56) + | ((in[15 + inpos]) << 60); + out[1 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 4) + | ((in[18 + inpos]) << 8) + | ((in[19 + inpos]) << 12) + | ((in[20 + inpos]) << 16) + | ((in[21 + inpos]) << 20) + | ((in[22 + inpos]) << 24) + | ((in[23 + inpos]) << 28) + | ((in[24 + inpos]) << 32) + | ((in[25 + inpos]) << 36) + | ((in[26 + inpos]) << 40) + | ((in[27 + inpos]) << 44) + | ((in[28 + inpos]) << 48) + | ((in[29 + inpos]) << 52) + | ((in[30 + inpos]) << 56) + | ((in[31 + inpos]) << 60); + out[2 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 4) + | ((in[34 + inpos]) << 8) + | ((in[35 + inpos]) << 12) + | ((in[36 + inpos]) << 16) + | ((in[37 + inpos]) << 20) + | ((in[38 + inpos]) << 24) + | ((in[39 + inpos]) << 28) + | ((in[40 + inpos]) << 32) + | ((in[41 + inpos]) << 36) + | ((in[42 + inpos]) << 40) + | ((in[43 + inpos]) << 44) + | ((in[44 + inpos]) << 48) + | ((in[45 + inpos]) << 52) + | ((in[46 + inpos]) << 56) + | ((in[47 + inpos]) << 60); + out[3 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 4) + | ((in[50 + inpos]) << 8) + | ((in[51 + inpos]) << 12) + | ((in[52 + inpos]) << 16) + | ((in[53 + inpos]) << 20) + | ((in[54 + inpos]) << 24) + | ((in[55 + inpos]) << 28) + | ((in[56 + inpos]) << 32) + | ((in[57 + inpos]) << 36) + | ((in[58 + inpos]) << 40) + | ((in[59 + inpos]) << 44) + | ((in[60 + inpos]) << 48) + | ((in[61 + inpos]) << 52) + | ((in[62 + inpos]) << 56) + | ((in[63 + inpos]) << 60); + } + + protected static void fastpackwithoutmask5(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 5) + | ((in[2 + inpos]) << 10) + | ((in[3 + inpos]) << 15) + | ((in[4 + inpos]) << 20) + | ((in[5 + inpos]) << 25) + | ((in[6 + inpos]) << 30) + | ((in[7 + inpos]) << 35) + | ((in[8 + inpos]) << 40) + | ((in[9 + inpos]) << 45) + | ((in[10 + inpos]) << 50) + | ((in[11 + inpos]) << 55) + | ((in[12 + inpos]) << 60); + out[1 + outpos] = ((in[12 + inpos]) >>> (5 - 1)) + | ((in[13 + inpos]) << 1) + | ((in[14 + inpos]) << 6) + | ((in[15 + inpos]) << 11) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 21) + | ((in[18 + inpos]) << 26) + | ((in[19 + inpos]) << 31) + | ((in[20 + inpos]) << 36) + | ((in[21 + inpos]) << 41) + | ((in[22 + inpos]) << 46) + | ((in[23 + inpos]) << 51) + | ((in[24 + inpos]) << 56) + | ((in[25 + inpos]) << 61); + out[2 + outpos] = ((in[25 + inpos]) >>> (5 - 2)) + | ((in[26 + inpos]) << 2) + | ((in[27 + inpos]) << 7) + | ((in[28 + inpos]) << 12) + | ((in[29 + inpos]) << 17) + | ((in[30 + inpos]) << 22) + | ((in[31 + inpos]) << 27) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 37) + | ((in[34 + inpos]) << 42) + | ((in[35 + inpos]) << 47) + | ((in[36 + inpos]) << 52) + | ((in[37 + inpos]) << 57) + | ((in[38 + inpos]) << 62); + out[3 + outpos] = ((in[38 + inpos]) >>> (5 - 3)) + | ((in[39 + inpos]) << 3) + | ((in[40 + inpos]) << 8) + | ((in[41 + inpos]) << 13) + | ((in[42 + inpos]) << 18) + | ((in[43 + inpos]) << 23) + | ((in[44 + inpos]) << 28) + | ((in[45 + inpos]) << 33) + | ((in[46 + inpos]) << 38) + | ((in[47 + inpos]) << 43) + | ((in[48 + inpos]) << 48) + | ((in[49 + inpos]) << 53) + | ((in[50 + inpos]) << 58) + | ((in[51 + inpos]) << 63); + out[4 + outpos] = ((in[51 + inpos]) >>> (5 - 4)) + | ((in[52 + inpos]) << 4) + | ((in[53 + inpos]) << 9) + | ((in[54 + inpos]) << 14) + | ((in[55 + inpos]) << 19) + | ((in[56 + inpos]) << 24) + | ((in[57 + inpos]) << 29) + | ((in[58 + inpos]) << 34) + | ((in[59 + inpos]) << 39) + | ((in[60 + inpos]) << 44) + | ((in[61 + inpos]) << 49) + | ((in[62 + inpos]) << 54) + | ((in[63 + inpos]) << 59); + } + + protected static void fastpackwithoutmask6(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 6) + | ((in[2 + inpos]) << 12) + | ((in[3 + inpos]) << 18) + | ((in[4 + inpos]) << 24) + | ((in[5 + inpos]) << 30) + | ((in[6 + inpos]) << 36) + | ((in[7 + inpos]) << 42) + | ((in[8 + inpos]) << 48) + | ((in[9 + inpos]) << 54) + | ((in[10 + inpos]) << 60); + out[1 + outpos] = ((in[10 + inpos]) >>> (6 - 2)) + | ((in[11 + inpos]) << 2) + | ((in[12 + inpos]) << 8) + | ((in[13 + inpos]) << 14) + | ((in[14 + inpos]) << 20) + | ((in[15 + inpos]) << 26) + | ((in[16 + inpos]) << 32) + | ((in[17 + inpos]) << 38) + | ((in[18 + inpos]) << 44) + | ((in[19 + inpos]) << 50) + | ((in[20 + inpos]) << 56) + | ((in[21 + inpos]) << 62); + out[2 + outpos] = ((in[21 + inpos]) >>> (6 - 4)) + | ((in[22 + inpos]) << 4) + | ((in[23 + inpos]) << 10) + | ((in[24 + inpos]) << 16) + | ((in[25 + inpos]) << 22) + | ((in[26 + inpos]) << 28) + | ((in[27 + inpos]) << 34) + | ((in[28 + inpos]) << 40) + | ((in[29 + inpos]) << 46) + | ((in[30 + inpos]) << 52) + | ((in[31 + inpos]) << 58); + out[3 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 6) + | ((in[34 + inpos]) << 12) + | ((in[35 + inpos]) << 18) + | ((in[36 + inpos]) << 24) + | ((in[37 + inpos]) << 30) + | ((in[38 + inpos]) << 36) + | ((in[39 + inpos]) << 42) + | ((in[40 + inpos]) << 48) + | ((in[41 + inpos]) << 54) + | ((in[42 + inpos]) << 60); + out[4 + outpos] = ((in[42 + inpos]) >>> (6 - 2)) + | ((in[43 + inpos]) << 2) + | ((in[44 + inpos]) << 8) + | ((in[45 + inpos]) << 14) + | ((in[46 + inpos]) << 20) + | ((in[47 + inpos]) << 26) + | ((in[48 + inpos]) << 32) + | ((in[49 + inpos]) << 38) + | ((in[50 + inpos]) << 44) + | ((in[51 + inpos]) << 50) + | ((in[52 + inpos]) << 56) + | ((in[53 + inpos]) << 62); + out[5 + outpos] = ((in[53 + inpos]) >>> (6 - 4)) + | ((in[54 + inpos]) << 4) + | ((in[55 + inpos]) << 10) + | ((in[56 + inpos]) << 16) + | ((in[57 + inpos]) << 22) + | ((in[58 + inpos]) << 28) + | ((in[59 + inpos]) << 34) + | ((in[60 + inpos]) << 40) + | ((in[61 + inpos]) << 46) + | ((in[62 + inpos]) << 52) + | ((in[63 + inpos]) << 58); + } + + protected static void fastpackwithoutmask7(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 7) + | ((in[2 + inpos]) << 14) + | ((in[3 + inpos]) << 21) + | ((in[4 + inpos]) << 28) + | ((in[5 + inpos]) << 35) + | ((in[6 + inpos]) << 42) + | ((in[7 + inpos]) << 49) + | ((in[8 + inpos]) << 56) + | ((in[9 + inpos]) << 63); + out[1 + outpos] = ((in[9 + inpos]) >>> (7 - 6)) + | ((in[10 + inpos]) << 6) + | ((in[11 + inpos]) << 13) + | ((in[12 + inpos]) << 20) + | ((in[13 + inpos]) << 27) + | ((in[14 + inpos]) << 34) + | ((in[15 + inpos]) << 41) + | ((in[16 + inpos]) << 48) + | ((in[17 + inpos]) << 55) + | ((in[18 + inpos]) << 62); + out[2 + outpos] = ((in[18 + inpos]) >>> (7 - 5)) + | ((in[19 + inpos]) << 5) + | ((in[20 + inpos]) << 12) + | ((in[21 + inpos]) << 19) + | ((in[22 + inpos]) << 26) + | ((in[23 + inpos]) << 33) + | ((in[24 + inpos]) << 40) + | ((in[25 + inpos]) << 47) + | ((in[26 + inpos]) << 54) + | ((in[27 + inpos]) << 61); + out[3 + outpos] = ((in[27 + inpos]) >>> (7 - 4)) + | ((in[28 + inpos]) << 4) + | ((in[29 + inpos]) << 11) + | ((in[30 + inpos]) << 18) + | ((in[31 + inpos]) << 25) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 39) + | ((in[34 + inpos]) << 46) + | ((in[35 + inpos]) << 53) + | ((in[36 + inpos]) << 60); + out[4 + outpos] = ((in[36 + inpos]) >>> (7 - 3)) + | ((in[37 + inpos]) << 3) + | ((in[38 + inpos]) << 10) + | ((in[39 + inpos]) << 17) + | ((in[40 + inpos]) << 24) + | ((in[41 + inpos]) << 31) + | ((in[42 + inpos]) << 38) + | ((in[43 + inpos]) << 45) + | ((in[44 + inpos]) << 52) + | ((in[45 + inpos]) << 59); + out[5 + outpos] = ((in[45 + inpos]) >>> (7 - 2)) + | ((in[46 + inpos]) << 2) + | ((in[47 + inpos]) << 9) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 23) + | ((in[50 + inpos]) << 30) + | ((in[51 + inpos]) << 37) + | ((in[52 + inpos]) << 44) + | ((in[53 + inpos]) << 51) + | ((in[54 + inpos]) << 58); + out[6 + outpos] = ((in[54 + inpos]) >>> (7 - 1)) + | ((in[55 + inpos]) << 1) + | ((in[56 + inpos]) << 8) + | ((in[57 + inpos]) << 15) + | ((in[58 + inpos]) << 22) + | ((in[59 + inpos]) << 29) + | ((in[60 + inpos]) << 36) + | ((in[61 + inpos]) << 43) + | ((in[62 + inpos]) << 50) + | ((in[63 + inpos]) << 57); + } + + protected static void fastpackwithoutmask8(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 8) + | ((in[2 + inpos]) << 16) + | ((in[3 + inpos]) << 24) + | ((in[4 + inpos]) << 32) + | ((in[5 + inpos]) << 40) + | ((in[6 + inpos]) << 48) + | ((in[7 + inpos]) << 56); + out[1 + outpos] = in[8 + inpos] | ((in[9 + inpos]) << 8) + | ((in[10 + inpos]) << 16) + | ((in[11 + inpos]) << 24) + | ((in[12 + inpos]) << 32) + | ((in[13 + inpos]) << 40) + | ((in[14 + inpos]) << 48) + | ((in[15 + inpos]) << 56); + out[2 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 8) + | ((in[18 + inpos]) << 16) + | ((in[19 + inpos]) << 24) + | ((in[20 + inpos]) << 32) + | ((in[21 + inpos]) << 40) + | ((in[22 + inpos]) << 48) + | ((in[23 + inpos]) << 56); + out[3 + outpos] = in[24 + inpos] + | ((in[25 + inpos]) << 8) + | ((in[26 + inpos]) << 16) + | ((in[27 + inpos]) << 24) + | ((in[28 + inpos]) << 32) + | ((in[29 + inpos]) << 40) + | ((in[30 + inpos]) << 48) + | ((in[31 + inpos]) << 56); + out[4 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 8) + | ((in[34 + inpos]) << 16) + | ((in[35 + inpos]) << 24) + | ((in[36 + inpos]) << 32) + | ((in[37 + inpos]) << 40) + | ((in[38 + inpos]) << 48) + | ((in[39 + inpos]) << 56); + out[5 + outpos] = in[40 + inpos] + | ((in[41 + inpos]) << 8) + | ((in[42 + inpos]) << 16) + | ((in[43 + inpos]) << 24) + | ((in[44 + inpos]) << 32) + | ((in[45 + inpos]) << 40) + | ((in[46 + inpos]) << 48) + | ((in[47 + inpos]) << 56); + out[6 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 8) + | ((in[50 + inpos]) << 16) + | ((in[51 + inpos]) << 24) + | ((in[52 + inpos]) << 32) + | ((in[53 + inpos]) << 40) + | ((in[54 + inpos]) << 48) + | ((in[55 + inpos]) << 56); + out[7 + outpos] = in[56 + inpos] + | ((in[57 + inpos]) << 8) + | ((in[58 + inpos]) << 16) + | ((in[59 + inpos]) << 24) + | ((in[60 + inpos]) << 32) + | ((in[61 + inpos]) << 40) + | ((in[62 + inpos]) << 48) + | ((in[63 + inpos]) << 56); + } + + protected static void fastpackwithoutmask9(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 9) + | ((in[2 + inpos]) << 18) + | ((in[3 + inpos]) << 27) + | ((in[4 + inpos]) << 36) + | ((in[5 + inpos]) << 45) + | ((in[6 + inpos]) << 54) + | ((in[7 + inpos]) << 63); + out[1 + outpos] = ((in[7 + inpos]) >>> (9 - 8)) + | ((in[8 + inpos]) << 8) + | ((in[9 + inpos]) << 17) + | ((in[10 + inpos]) << 26) + | ((in[11 + inpos]) << 35) + | ((in[12 + inpos]) << 44) + | ((in[13 + inpos]) << 53) + | ((in[14 + inpos]) << 62); + out[2 + outpos] = ((in[14 + inpos]) >>> (9 - 7)) + | ((in[15 + inpos]) << 7) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 25) + | ((in[18 + inpos]) << 34) + | ((in[19 + inpos]) << 43) + | ((in[20 + inpos]) << 52) + | ((in[21 + inpos]) << 61); + out[3 + outpos] = ((in[21 + inpos]) >>> (9 - 6)) + | ((in[22 + inpos]) << 6) + | ((in[23 + inpos]) << 15) + | ((in[24 + inpos]) << 24) + | ((in[25 + inpos]) << 33) + | ((in[26 + inpos]) << 42) + | ((in[27 + inpos]) << 51) + | ((in[28 + inpos]) << 60); + out[4 + outpos] = ((in[28 + inpos]) >>> (9 - 5)) + | ((in[29 + inpos]) << 5) + | ((in[30 + inpos]) << 14) + | ((in[31 + inpos]) << 23) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 41) + | ((in[34 + inpos]) << 50) + | ((in[35 + inpos]) << 59); + out[5 + outpos] = ((in[35 + inpos]) >>> (9 - 4)) + | ((in[36 + inpos]) << 4) + | ((in[37 + inpos]) << 13) + | ((in[38 + inpos]) << 22) + | ((in[39 + inpos]) << 31) + | ((in[40 + inpos]) << 40) + | ((in[41 + inpos]) << 49) + | ((in[42 + inpos]) << 58); + out[6 + outpos] = ((in[42 + inpos]) >>> (9 - 3)) + | ((in[43 + inpos]) << 3) + | ((in[44 + inpos]) << 12) + | ((in[45 + inpos]) << 21) + | ((in[46 + inpos]) << 30) + | ((in[47 + inpos]) << 39) + | ((in[48 + inpos]) << 48) + | ((in[49 + inpos]) << 57); + out[7 + outpos] = ((in[49 + inpos]) >>> (9 - 2)) + | ((in[50 + inpos]) << 2) + | ((in[51 + inpos]) << 11) + | ((in[52 + inpos]) << 20) + | ((in[53 + inpos]) << 29) + | ((in[54 + inpos]) << 38) + | ((in[55 + inpos]) << 47) + | ((in[56 + inpos]) << 56); + out[8 + outpos] = ((in[56 + inpos]) >>> (9 - 1)) + | ((in[57 + inpos]) << 1) + | ((in[58 + inpos]) << 10) + | ((in[59 + inpos]) << 19) + | ((in[60 + inpos]) << 28) + | ((in[61 + inpos]) << 37) + | ((in[62 + inpos]) << 46) + | ((in[63 + inpos]) << 55); + } + + protected static void fastpackwithoutmask10(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 10) + | ((in[2 + inpos]) << 20) + | ((in[3 + inpos]) << 30) + | ((in[4 + inpos]) << 40) + | ((in[5 + inpos]) << 50) + | ((in[6 + inpos]) << 60); + out[1 + outpos] = ((in[6 + inpos]) >>> (10 - 6)) + | ((in[7 + inpos]) << 6) + | ((in[8 + inpos]) << 16) + | ((in[9 + inpos]) << 26) + | ((in[10 + inpos]) << 36) + | ((in[11 + inpos]) << 46) + | ((in[12 + inpos]) << 56); + out[2 + outpos] = ((in[12 + inpos]) >>> (10 - 2)) + | ((in[13 + inpos]) << 2) + | ((in[14 + inpos]) << 12) + | ((in[15 + inpos]) << 22) + | ((in[16 + inpos]) << 32) + | ((in[17 + inpos]) << 42) + | ((in[18 + inpos]) << 52) + | ((in[19 + inpos]) << 62); + out[3 + outpos] = ((in[19 + inpos]) >>> (10 - 8)) + | ((in[20 + inpos]) << 8) + | ((in[21 + inpos]) << 18) + | ((in[22 + inpos]) << 28) + | ((in[23 + inpos]) << 38) + | ((in[24 + inpos]) << 48) + | ((in[25 + inpos]) << 58); + out[4 + outpos] = ((in[25 + inpos]) >>> (10 - 4)) + | ((in[26 + inpos]) << 4) + | ((in[27 + inpos]) << 14) + | ((in[28 + inpos]) << 24) + | ((in[29 + inpos]) << 34) + | ((in[30 + inpos]) << 44) + | ((in[31 + inpos]) << 54); + out[5 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 10) + | ((in[34 + inpos]) << 20) + | ((in[35 + inpos]) << 30) + | ((in[36 + inpos]) << 40) + | ((in[37 + inpos]) << 50) + | ((in[38 + inpos]) << 60); + out[6 + outpos] = ((in[38 + inpos]) >>> (10 - 6)) + | ((in[39 + inpos]) << 6) + | ((in[40 + inpos]) << 16) + | ((in[41 + inpos]) << 26) + | ((in[42 + inpos]) << 36) + | ((in[43 + inpos]) << 46) + | ((in[44 + inpos]) << 56); + out[7 + outpos] = ((in[44 + inpos]) >>> (10 - 2)) + | ((in[45 + inpos]) << 2) + | ((in[46 + inpos]) << 12) + | ((in[47 + inpos]) << 22) + | ((in[48 + inpos]) << 32) + | ((in[49 + inpos]) << 42) + | ((in[50 + inpos]) << 52) + | ((in[51 + inpos]) << 62); + out[8 + outpos] = ((in[51 + inpos]) >>> (10 - 8)) + | ((in[52 + inpos]) << 8) + | ((in[53 + inpos]) << 18) + | ((in[54 + inpos]) << 28) + | ((in[55 + inpos]) << 38) + | ((in[56 + inpos]) << 48) + | ((in[57 + inpos]) << 58); + out[9 + outpos] = ((in[57 + inpos]) >>> (10 - 4)) + | ((in[58 + inpos]) << 4) + | ((in[59 + inpos]) << 14) + | ((in[60 + inpos]) << 24) + | ((in[61 + inpos]) << 34) + | ((in[62 + inpos]) << 44) + | ((in[63 + inpos]) << 54); + } + + protected static void fastpackwithoutmask11(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 11) + | ((in[2 + inpos]) << 22) + | ((in[3 + inpos]) << 33) + | ((in[4 + inpos]) << 44) + | ((in[5 + inpos]) << 55); + out[1 + outpos] = ((in[5 + inpos]) >>> (11 - 2)) + | ((in[6 + inpos]) << 2) + | ((in[7 + inpos]) << 13) + | ((in[8 + inpos]) << 24) + | ((in[9 + inpos]) << 35) + | ((in[10 + inpos]) << 46) + | ((in[11 + inpos]) << 57); + out[2 + outpos] = ((in[11 + inpos]) >>> (11 - 4)) + | ((in[12 + inpos]) << 4) + | ((in[13 + inpos]) << 15) + | ((in[14 + inpos]) << 26) + | ((in[15 + inpos]) << 37) + | ((in[16 + inpos]) << 48) + | ((in[17 + inpos]) << 59); + out[3 + outpos] = ((in[17 + inpos]) >>> (11 - 6)) + | ((in[18 + inpos]) << 6) + | ((in[19 + inpos]) << 17) + | ((in[20 + inpos]) << 28) + | ((in[21 + inpos]) << 39) + | ((in[22 + inpos]) << 50) + | ((in[23 + inpos]) << 61); + out[4 + outpos] = ((in[23 + inpos]) >>> (11 - 8)) + | ((in[24 + inpos]) << 8) + | ((in[25 + inpos]) << 19) + | ((in[26 + inpos]) << 30) + | ((in[27 + inpos]) << 41) + | ((in[28 + inpos]) << 52) + | ((in[29 + inpos]) << 63); + out[5 + outpos] = ((in[29 + inpos]) >>> (11 - 10)) + | ((in[30 + inpos]) << 10) + | ((in[31 + inpos]) << 21) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 43) + | ((in[34 + inpos]) << 54); + out[6 + outpos] = ((in[34 + inpos]) >>> (11 - 1)) + | ((in[35 + inpos]) << 1) + | ((in[36 + inpos]) << 12) + | ((in[37 + inpos]) << 23) + | ((in[38 + inpos]) << 34) + | ((in[39 + inpos]) << 45) + | ((in[40 + inpos]) << 56); + out[7 + outpos] = ((in[40 + inpos]) >>> (11 - 3)) + | ((in[41 + inpos]) << 3) + | ((in[42 + inpos]) << 14) + | ((in[43 + inpos]) << 25) + | ((in[44 + inpos]) << 36) + | ((in[45 + inpos]) << 47) + | ((in[46 + inpos]) << 58); + out[8 + outpos] = ((in[46 + inpos]) >>> (11 - 5)) + | ((in[47 + inpos]) << 5) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 27) + | ((in[50 + inpos]) << 38) + | ((in[51 + inpos]) << 49) + | ((in[52 + inpos]) << 60); + out[9 + outpos] = ((in[52 + inpos]) >>> (11 - 7)) + | ((in[53 + inpos]) << 7) + | ((in[54 + inpos]) << 18) + | ((in[55 + inpos]) << 29) + | ((in[56 + inpos]) << 40) + | ((in[57 + inpos]) << 51) + | ((in[58 + inpos]) << 62); + out[10 + outpos] = ((in[58 + inpos]) >>> (11 - 9)) + | ((in[59 + inpos]) << 9) + | ((in[60 + inpos]) << 20) + | ((in[61 + inpos]) << 31) + | ((in[62 + inpos]) << 42) + | ((in[63 + inpos]) << 53); + } + + protected static void fastpackwithoutmask12(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 12) + | ((in[2 + inpos]) << 24) + | ((in[3 + inpos]) << 36) + | ((in[4 + inpos]) << 48) + | ((in[5 + inpos]) << 60); + out[1 + outpos] = ((in[5 + inpos]) >>> (12 - 8)) + | ((in[6 + inpos]) << 8) + | ((in[7 + inpos]) << 20) + | ((in[8 + inpos]) << 32) + | ((in[9 + inpos]) << 44) + | ((in[10 + inpos]) << 56); + out[2 + outpos] = ((in[10 + inpos]) >>> (12 - 4)) + | ((in[11 + inpos]) << 4) + | ((in[12 + inpos]) << 16) + | ((in[13 + inpos]) << 28) + | ((in[14 + inpos]) << 40) + | ((in[15 + inpos]) << 52); + out[3 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 12) + | ((in[18 + inpos]) << 24) + | ((in[19 + inpos]) << 36) + | ((in[20 + inpos]) << 48) + | ((in[21 + inpos]) << 60); + out[4 + outpos] = ((in[21 + inpos]) >>> (12 - 8)) + | ((in[22 + inpos]) << 8) + | ((in[23 + inpos]) << 20) + | ((in[24 + inpos]) << 32) + | ((in[25 + inpos]) << 44) + | ((in[26 + inpos]) << 56); + out[5 + outpos] = ((in[26 + inpos]) >>> (12 - 4)) + | ((in[27 + inpos]) << 4) + | ((in[28 + inpos]) << 16) + | ((in[29 + inpos]) << 28) + | ((in[30 + inpos]) << 40) + | ((in[31 + inpos]) << 52); + out[6 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 12) + | ((in[34 + inpos]) << 24) + | ((in[35 + inpos]) << 36) + | ((in[36 + inpos]) << 48) + | ((in[37 + inpos]) << 60); + out[7 + outpos] = ((in[37 + inpos]) >>> (12 - 8)) + | ((in[38 + inpos]) << 8) + | ((in[39 + inpos]) << 20) + | ((in[40 + inpos]) << 32) + | ((in[41 + inpos]) << 44) + | ((in[42 + inpos]) << 56); + out[8 + outpos] = ((in[42 + inpos]) >>> (12 - 4)) + | ((in[43 + inpos]) << 4) + | ((in[44 + inpos]) << 16) + | ((in[45 + inpos]) << 28) + | ((in[46 + inpos]) << 40) + | ((in[47 + inpos]) << 52); + out[9 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 12) + | ((in[50 + inpos]) << 24) + | ((in[51 + inpos]) << 36) + | ((in[52 + inpos]) << 48) + | ((in[53 + inpos]) << 60); + out[10 + outpos] = ((in[53 + inpos]) >>> (12 - 8)) + | ((in[54 + inpos]) << 8) + | ((in[55 + inpos]) << 20) + | ((in[56 + inpos]) << 32) + | ((in[57 + inpos]) << 44) + | ((in[58 + inpos]) << 56); + out[11 + outpos] = ((in[58 + inpos]) >>> (12 - 4)) + | ((in[59 + inpos]) << 4) + | ((in[60 + inpos]) << 16) + | ((in[61 + inpos]) << 28) + | ((in[62 + inpos]) << 40) + | ((in[63 + inpos]) << 52); + } + + protected static void fastpackwithoutmask13(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 13) + | ((in[2 + inpos]) << 26) + | ((in[3 + inpos]) << 39) + | ((in[4 + inpos]) << 52); + out[1 + outpos] = ((in[4 + inpos]) >>> (13 - 1)) + | ((in[5 + inpos]) << 1) + | ((in[6 + inpos]) << 14) + | ((in[7 + inpos]) << 27) + | ((in[8 + inpos]) << 40) + | ((in[9 + inpos]) << 53); + out[2 + outpos] = ((in[9 + inpos]) >>> (13 - 2)) + | ((in[10 + inpos]) << 2) + | ((in[11 + inpos]) << 15) + | ((in[12 + inpos]) << 28) + | ((in[13 + inpos]) << 41) + | ((in[14 + inpos]) << 54); + out[3 + outpos] = ((in[14 + inpos]) >>> (13 - 3)) + | ((in[15 + inpos]) << 3) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 29) + | ((in[18 + inpos]) << 42) + | ((in[19 + inpos]) << 55); + out[4 + outpos] = ((in[19 + inpos]) >>> (13 - 4)) + | ((in[20 + inpos]) << 4) + | ((in[21 + inpos]) << 17) + | ((in[22 + inpos]) << 30) + | ((in[23 + inpos]) << 43) + | ((in[24 + inpos]) << 56); + out[5 + outpos] = ((in[24 + inpos]) >>> (13 - 5)) + | ((in[25 + inpos]) << 5) + | ((in[26 + inpos]) << 18) + | ((in[27 + inpos]) << 31) + | ((in[28 + inpos]) << 44) + | ((in[29 + inpos]) << 57); + out[6 + outpos] = ((in[29 + inpos]) >>> (13 - 6)) + | ((in[30 + inpos]) << 6) + | ((in[31 + inpos]) << 19) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 45) + | ((in[34 + inpos]) << 58); + out[7 + outpos] = ((in[34 + inpos]) >>> (13 - 7)) + | ((in[35 + inpos]) << 7) + | ((in[36 + inpos]) << 20) + | ((in[37 + inpos]) << 33) + | ((in[38 + inpos]) << 46) + | ((in[39 + inpos]) << 59); + out[8 + outpos] = ((in[39 + inpos]) >>> (13 - 8)) + | ((in[40 + inpos]) << 8) + | ((in[41 + inpos]) << 21) + | ((in[42 + inpos]) << 34) + | ((in[43 + inpos]) << 47) + | ((in[44 + inpos]) << 60); + out[9 + outpos] = ((in[44 + inpos]) >>> (13 - 9)) + | ((in[45 + inpos]) << 9) + | ((in[46 + inpos]) << 22) + | ((in[47 + inpos]) << 35) + | ((in[48 + inpos]) << 48) + | ((in[49 + inpos]) << 61); + out[10 + outpos] = ((in[49 + inpos]) >>> (13 - 10)) + | ((in[50 + inpos]) << 10) + | ((in[51 + inpos]) << 23) + | ((in[52 + inpos]) << 36) + | ((in[53 + inpos]) << 49) + | ((in[54 + inpos]) << 62); + out[11 + outpos] = ((in[54 + inpos]) >>> (13 - 11)) + | ((in[55 + inpos]) << 11) + | ((in[56 + inpos]) << 24) + | ((in[57 + inpos]) << 37) + | ((in[58 + inpos]) << 50) + | ((in[59 + inpos]) << 63); + out[12 + outpos] = ((in[59 + inpos]) >>> (13 - 12)) + | ((in[60 + inpos]) << 12) + | ((in[61 + inpos]) << 25) + | ((in[62 + inpos]) << 38) + | ((in[63 + inpos]) << 51); + } + + protected static void fastpackwithoutmask14(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 14) + | ((in[2 + inpos]) << 28) + | ((in[3 + inpos]) << 42) + | ((in[4 + inpos]) << 56); + out[1 + outpos] = ((in[4 + inpos]) >>> (14 - 6)) + | ((in[5 + inpos]) << 6) + | ((in[6 + inpos]) << 20) + | ((in[7 + inpos]) << 34) + | ((in[8 + inpos]) << 48) + | ((in[9 + inpos]) << 62); + out[2 + outpos] = ((in[9 + inpos]) >>> (14 - 12)) + | ((in[10 + inpos]) << 12) + | ((in[11 + inpos]) << 26) + | ((in[12 + inpos]) << 40) + | ((in[13 + inpos]) << 54); + out[3 + outpos] = ((in[13 + inpos]) >>> (14 - 4)) + | ((in[14 + inpos]) << 4) + | ((in[15 + inpos]) << 18) + | ((in[16 + inpos]) << 32) + | ((in[17 + inpos]) << 46) + | ((in[18 + inpos]) << 60); + out[4 + outpos] = ((in[18 + inpos]) >>> (14 - 10)) + | ((in[19 + inpos]) << 10) + | ((in[20 + inpos]) << 24) + | ((in[21 + inpos]) << 38) + | ((in[22 + inpos]) << 52); + out[5 + outpos] = ((in[22 + inpos]) >>> (14 - 2)) + | ((in[23 + inpos]) << 2) + | ((in[24 + inpos]) << 16) + | ((in[25 + inpos]) << 30) + | ((in[26 + inpos]) << 44) + | ((in[27 + inpos]) << 58); + out[6 + outpos] = ((in[27 + inpos]) >>> (14 - 8)) + | ((in[28 + inpos]) << 8) + | ((in[29 + inpos]) << 22) + | ((in[30 + inpos]) << 36) + | ((in[31 + inpos]) << 50); + out[7 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 14) + | ((in[34 + inpos]) << 28) + | ((in[35 + inpos]) << 42) + | ((in[36 + inpos]) << 56); + out[8 + outpos] = ((in[36 + inpos]) >>> (14 - 6)) + | ((in[37 + inpos]) << 6) + | ((in[38 + inpos]) << 20) + | ((in[39 + inpos]) << 34) + | ((in[40 + inpos]) << 48) + | ((in[41 + inpos]) << 62); + out[9 + outpos] = ((in[41 + inpos]) >>> (14 - 12)) + | ((in[42 + inpos]) << 12) + | ((in[43 + inpos]) << 26) + | ((in[44 + inpos]) << 40) + | ((in[45 + inpos]) << 54); + out[10 + outpos] = ((in[45 + inpos]) >>> (14 - 4)) + | ((in[46 + inpos]) << 4) + | ((in[47 + inpos]) << 18) + | ((in[48 + inpos]) << 32) + | ((in[49 + inpos]) << 46) + | ((in[50 + inpos]) << 60); + out[11 + outpos] = ((in[50 + inpos]) >>> (14 - 10)) + | ((in[51 + inpos]) << 10) + | ((in[52 + inpos]) << 24) + | ((in[53 + inpos]) << 38) + | ((in[54 + inpos]) << 52); + out[12 + outpos] = ((in[54 + inpos]) >>> (14 - 2)) + | ((in[55 + inpos]) << 2) + | ((in[56 + inpos]) << 16) + | ((in[57 + inpos]) << 30) + | ((in[58 + inpos]) << 44) + | ((in[59 + inpos]) << 58); + out[13 + outpos] = ((in[59 + inpos]) >>> (14 - 8)) + | ((in[60 + inpos]) << 8) + | ((in[61 + inpos]) << 22) + | ((in[62 + inpos]) << 36) + | ((in[63 + inpos]) << 50); + } + + protected static void fastpackwithoutmask15(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 15) + | ((in[2 + inpos]) << 30) + | ((in[3 + inpos]) << 45) + | ((in[4 + inpos]) << 60); + out[1 + outpos] = ((in[4 + inpos]) >>> (15 - 11)) + | ((in[5 + inpos]) << 11) + | ((in[6 + inpos]) << 26) + | ((in[7 + inpos]) << 41) + | ((in[8 + inpos]) << 56); + out[2 + outpos] = ((in[8 + inpos]) >>> (15 - 7)) + | ((in[9 + inpos]) << 7) + | ((in[10 + inpos]) << 22) + | ((in[11 + inpos]) << 37) + | ((in[12 + inpos]) << 52); + out[3 + outpos] = ((in[12 + inpos]) >>> (15 - 3)) + | ((in[13 + inpos]) << 3) + | ((in[14 + inpos]) << 18) + | ((in[15 + inpos]) << 33) + | ((in[16 + inpos]) << 48) + | ((in[17 + inpos]) << 63); + out[4 + outpos] = ((in[17 + inpos]) >>> (15 - 14)) + | ((in[18 + inpos]) << 14) + | ((in[19 + inpos]) << 29) + | ((in[20 + inpos]) << 44) + | ((in[21 + inpos]) << 59); + out[5 + outpos] = ((in[21 + inpos]) >>> (15 - 10)) + | ((in[22 + inpos]) << 10) + | ((in[23 + inpos]) << 25) + | ((in[24 + inpos]) << 40) + | ((in[25 + inpos]) << 55); + out[6 + outpos] = ((in[25 + inpos]) >>> (15 - 6)) + | ((in[26 + inpos]) << 6) + | ((in[27 + inpos]) << 21) + | ((in[28 + inpos]) << 36) + | ((in[29 + inpos]) << 51); + out[7 + outpos] = ((in[29 + inpos]) >>> (15 - 2)) + | ((in[30 + inpos]) << 2) + | ((in[31 + inpos]) << 17) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 47) + | ((in[34 + inpos]) << 62); + out[8 + outpos] = ((in[34 + inpos]) >>> (15 - 13)) + | ((in[35 + inpos]) << 13) + | ((in[36 + inpos]) << 28) + | ((in[37 + inpos]) << 43) + | ((in[38 + inpos]) << 58); + out[9 + outpos] = ((in[38 + inpos]) >>> (15 - 9)) + | ((in[39 + inpos]) << 9) + | ((in[40 + inpos]) << 24) + | ((in[41 + inpos]) << 39) + | ((in[42 + inpos]) << 54); + out[10 + outpos] = ((in[42 + inpos]) >>> (15 - 5)) + | ((in[43 + inpos]) << 5) + | ((in[44 + inpos]) << 20) + | ((in[45 + inpos]) << 35) + | ((in[46 + inpos]) << 50); + out[11 + outpos] = ((in[46 + inpos]) >>> (15 - 1)) + | ((in[47 + inpos]) << 1) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 31) + | ((in[50 + inpos]) << 46) + | ((in[51 + inpos]) << 61); + out[12 + outpos] = ((in[51 + inpos]) >>> (15 - 12)) + | ((in[52 + inpos]) << 12) + | ((in[53 + inpos]) << 27) + | ((in[54 + inpos]) << 42) + | ((in[55 + inpos]) << 57); + out[13 + outpos] = ((in[55 + inpos]) >>> (15 - 8)) + | ((in[56 + inpos]) << 8) + | ((in[57 + inpos]) << 23) + | ((in[58 + inpos]) << 38) + | ((in[59 + inpos]) << 53); + out[14 + outpos] = ((in[59 + inpos]) >>> (15 - 4)) + | ((in[60 + inpos]) << 4) + | ((in[61 + inpos]) << 19) + | ((in[62 + inpos]) << 34) + | ((in[63 + inpos]) << 49); + } + + protected static void fastpackwithoutmask16(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 16) + | ((in[2 + inpos]) << 32) + | ((in[3 + inpos]) << 48); + out[1 + outpos] = in[4 + inpos] + | ((in[5 + inpos]) << 16) + | ((in[6 + inpos]) << 32) + | ((in[7 + inpos]) << 48); + out[2 + outpos] = in[8 + inpos] + | ((in[9 + inpos]) << 16) + | ((in[10 + inpos]) << 32) + | ((in[11 + inpos]) << 48); + out[3 + outpos] = in[12 + inpos] + | ((in[13 + inpos]) << 16) + | ((in[14 + inpos]) << 32) + | ((in[15 + inpos]) << 48); + out[4 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 16) + | ((in[18 + inpos]) << 32) + | ((in[19 + inpos]) << 48); + out[5 + outpos] = in[20 + inpos] + | ((in[21 + inpos]) << 16) + | ((in[22 + inpos]) << 32) + | ((in[23 + inpos]) << 48); + out[6 + outpos] = in[24 + inpos] + | ((in[25 + inpos]) << 16) + | ((in[26 + inpos]) << 32) + | ((in[27 + inpos]) << 48); + out[7 + outpos] = in[28 + inpos] + | ((in[29 + inpos]) << 16) + | ((in[30 + inpos]) << 32) + | ((in[31 + inpos]) << 48); + out[8 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 16) + | ((in[34 + inpos]) << 32) + | ((in[35 + inpos]) << 48); + out[9 + outpos] = in[36 + inpos] + | ((in[37 + inpos]) << 16) + | ((in[38 + inpos]) << 32) + | ((in[39 + inpos]) << 48); + out[10 + outpos] = in[40 + inpos] + | ((in[41 + inpos]) << 16) + | ((in[42 + inpos]) << 32) + | ((in[43 + inpos]) << 48); + out[11 + outpos] = in[44 + inpos] + | ((in[45 + inpos]) << 16) + | ((in[46 + inpos]) << 32) + | ((in[47 + inpos]) << 48); + out[12 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 16) + | ((in[50 + inpos]) << 32) + | ((in[51 + inpos]) << 48); + out[13 + outpos] = in[52 + inpos] + | ((in[53 + inpos]) << 16) + | ((in[54 + inpos]) << 32) + | ((in[55 + inpos]) << 48); + out[14 + outpos] = in[56 + inpos] + | ((in[57 + inpos]) << 16) + | ((in[58 + inpos]) << 32) + | ((in[59 + inpos]) << 48); + out[15 + outpos] = in[60 + inpos] + | ((in[61 + inpos]) << 16) + | ((in[62 + inpos]) << 32) + | ((in[63 + inpos]) << 48); + } + + protected static void fastpackwithoutmask17(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 17) + | ((in[2 + inpos]) << 34) + | ((in[3 + inpos]) << 51); + out[1 + outpos] = ((in[3 + inpos]) >>> (17 - 4)) + | ((in[4 + inpos]) << 4) + | ((in[5 + inpos]) << 21) + | ((in[6 + inpos]) << 38) + | ((in[7 + inpos]) << 55); + out[2 + outpos] = ((in[7 + inpos]) >>> (17 - 8)) + | ((in[8 + inpos]) << 8) + | ((in[9 + inpos]) << 25) + | ((in[10 + inpos]) << 42) + | ((in[11 + inpos]) << 59); + out[3 + outpos] = ((in[11 + inpos]) >>> (17 - 12)) + | ((in[12 + inpos]) << 12) + | ((in[13 + inpos]) << 29) + | ((in[14 + inpos]) << 46) + | ((in[15 + inpos]) << 63); + out[4 + outpos] = ((in[15 + inpos]) >>> (17 - 16)) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 33) + | ((in[18 + inpos]) << 50); + out[5 + outpos] = ((in[18 + inpos]) >>> (17 - 3)) + | ((in[19 + inpos]) << 3) + | ((in[20 + inpos]) << 20) + | ((in[21 + inpos]) << 37) + | ((in[22 + inpos]) << 54); + out[6 + outpos] = ((in[22 + inpos]) >>> (17 - 7)) + | ((in[23 + inpos]) << 7) + | ((in[24 + inpos]) << 24) + | ((in[25 + inpos]) << 41) + | ((in[26 + inpos]) << 58); + out[7 + outpos] = ((in[26 + inpos]) >>> (17 - 11)) + | ((in[27 + inpos]) << 11) + | ((in[28 + inpos]) << 28) + | ((in[29 + inpos]) << 45) + | ((in[30 + inpos]) << 62); + out[8 + outpos] = ((in[30 + inpos]) >>> (17 - 15)) + | ((in[31 + inpos]) << 15) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 49); + out[9 + outpos] = ((in[33 + inpos]) >>> (17 - 2)) + | ((in[34 + inpos]) << 2) + | ((in[35 + inpos]) << 19) + | ((in[36 + inpos]) << 36) + | ((in[37 + inpos]) << 53); + out[10 + outpos] = ((in[37 + inpos]) >>> (17 - 6)) + | ((in[38 + inpos]) << 6) + | ((in[39 + inpos]) << 23) + | ((in[40 + inpos]) << 40) + | ((in[41 + inpos]) << 57); + out[11 + outpos] = ((in[41 + inpos]) >>> (17 - 10)) + | ((in[42 + inpos]) << 10) + | ((in[43 + inpos]) << 27) + | ((in[44 + inpos]) << 44) + | ((in[45 + inpos]) << 61); + out[12 + outpos] = ((in[45 + inpos]) >>> (17 - 14)) + | ((in[46 + inpos]) << 14) + | ((in[47 + inpos]) << 31) + | ((in[48 + inpos]) << 48); + out[13 + outpos] = ((in[48 + inpos]) >>> (17 - 1)) + | ((in[49 + inpos]) << 1) + | ((in[50 + inpos]) << 18) + | ((in[51 + inpos]) << 35) + | ((in[52 + inpos]) << 52); + out[14 + outpos] = ((in[52 + inpos]) >>> (17 - 5)) + | ((in[53 + inpos]) << 5) + | ((in[54 + inpos]) << 22) + | ((in[55 + inpos]) << 39) + | ((in[56 + inpos]) << 56); + out[15 + outpos] = ((in[56 + inpos]) >>> (17 - 9)) + | ((in[57 + inpos]) << 9) + | ((in[58 + inpos]) << 26) + | ((in[59 + inpos]) << 43) + | ((in[60 + inpos]) << 60); + out[16 + outpos] = ((in[60 + inpos]) >>> (17 - 13)) + | ((in[61 + inpos]) << 13) + | ((in[62 + inpos]) << 30) + | ((in[63 + inpos]) << 47); + } + + protected static void fastpackwithoutmask18(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 18) + | ((in[2 + inpos]) << 36) + | ((in[3 + inpos]) << 54); + out[1 + outpos] = ((in[3 + inpos]) >>> (18 - 8)) + | ((in[4 + inpos]) << 8) + | ((in[5 + inpos]) << 26) + | ((in[6 + inpos]) << 44) + | ((in[7 + inpos]) << 62); + out[2 + outpos] = ((in[7 + inpos]) >>> (18 - 16)) + | ((in[8 + inpos]) << 16) + | ((in[9 + inpos]) << 34) + | ((in[10 + inpos]) << 52); + out[3 + outpos] = ((in[10 + inpos]) >>> (18 - 6)) + | ((in[11 + inpos]) << 6) + | ((in[12 + inpos]) << 24) + | ((in[13 + inpos]) << 42) + | ((in[14 + inpos]) << 60); + out[4 + outpos] = ((in[14 + inpos]) >>> (18 - 14)) + | ((in[15 + inpos]) << 14) + | ((in[16 + inpos]) << 32) + | ((in[17 + inpos]) << 50); + out[5 + outpos] = ((in[17 + inpos]) >>> (18 - 4)) + | ((in[18 + inpos]) << 4) + | ((in[19 + inpos]) << 22) + | ((in[20 + inpos]) << 40) + | ((in[21 + inpos]) << 58); + out[6 + outpos] = ((in[21 + inpos]) >>> (18 - 12)) + | ((in[22 + inpos]) << 12) + | ((in[23 + inpos]) << 30) + | ((in[24 + inpos]) << 48); + out[7 + outpos] = ((in[24 + inpos]) >>> (18 - 2)) + | ((in[25 + inpos]) << 2) + | ((in[26 + inpos]) << 20) + | ((in[27 + inpos]) << 38) + | ((in[28 + inpos]) << 56); + out[8 + outpos] = ((in[28 + inpos]) >>> (18 - 10)) + | ((in[29 + inpos]) << 10) + | ((in[30 + inpos]) << 28) + | ((in[31 + inpos]) << 46); + out[9 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 18) + | ((in[34 + inpos]) << 36) + | ((in[35 + inpos]) << 54); + out[10 + outpos] = ((in[35 + inpos]) >>> (18 - 8)) + | ((in[36 + inpos]) << 8) + | ((in[37 + inpos]) << 26) + | ((in[38 + inpos]) << 44) + | ((in[39 + inpos]) << 62); + out[11 + outpos] = ((in[39 + inpos]) >>> (18 - 16)) + | ((in[40 + inpos]) << 16) + | ((in[41 + inpos]) << 34) + | ((in[42 + inpos]) << 52); + out[12 + outpos] = ((in[42 + inpos]) >>> (18 - 6)) + | ((in[43 + inpos]) << 6) + | ((in[44 + inpos]) << 24) + | ((in[45 + inpos]) << 42) + | ((in[46 + inpos]) << 60); + out[13 + outpos] = ((in[46 + inpos]) >>> (18 - 14)) + | ((in[47 + inpos]) << 14) + | ((in[48 + inpos]) << 32) + | ((in[49 + inpos]) << 50); + out[14 + outpos] = ((in[49 + inpos]) >>> (18 - 4)) + | ((in[50 + inpos]) << 4) + | ((in[51 + inpos]) << 22) + | ((in[52 + inpos]) << 40) + | ((in[53 + inpos]) << 58); + out[15 + outpos] = ((in[53 + inpos]) >>> (18 - 12)) + | ((in[54 + inpos]) << 12) + | ((in[55 + inpos]) << 30) + | ((in[56 + inpos]) << 48); + out[16 + outpos] = ((in[56 + inpos]) >>> (18 - 2)) + | ((in[57 + inpos]) << 2) + | ((in[58 + inpos]) << 20) + | ((in[59 + inpos]) << 38) + | ((in[60 + inpos]) << 56); + out[17 + outpos] = ((in[60 + inpos]) >>> (18 - 10)) + | ((in[61 + inpos]) << 10) + | ((in[62 + inpos]) << 28) + | ((in[63 + inpos]) << 46); + } + + protected static void fastpackwithoutmask19(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 19) + | ((in[2 + inpos]) << 38) + | ((in[3 + inpos]) << 57); + out[1 + outpos] = ((in[3 + inpos]) >>> (19 - 12)) + | ((in[4 + inpos]) << 12) + | ((in[5 + inpos]) << 31) + | ((in[6 + inpos]) << 50); + out[2 + outpos] = ((in[6 + inpos]) >>> (19 - 5)) + | ((in[7 + inpos]) << 5) + | ((in[8 + inpos]) << 24) + | ((in[9 + inpos]) << 43) + | ((in[10 + inpos]) << 62); + out[3 + outpos] = ((in[10 + inpos]) >>> (19 - 17)) + | ((in[11 + inpos]) << 17) + | ((in[12 + inpos]) << 36) + | ((in[13 + inpos]) << 55); + out[4 + outpos] = ((in[13 + inpos]) >>> (19 - 10)) + | ((in[14 + inpos]) << 10) + | ((in[15 + inpos]) << 29) + | ((in[16 + inpos]) << 48); + out[5 + outpos] = ((in[16 + inpos]) >>> (19 - 3)) + | ((in[17 + inpos]) << 3) + | ((in[18 + inpos]) << 22) + | ((in[19 + inpos]) << 41) + | ((in[20 + inpos]) << 60); + out[6 + outpos] = ((in[20 + inpos]) >>> (19 - 15)) + | ((in[21 + inpos]) << 15) + | ((in[22 + inpos]) << 34) + | ((in[23 + inpos]) << 53); + out[7 + outpos] = ((in[23 + inpos]) >>> (19 - 8)) + | ((in[24 + inpos]) << 8) + | ((in[25 + inpos]) << 27) + | ((in[26 + inpos]) << 46); + out[8 + outpos] = ((in[26 + inpos]) >>> (19 - 1)) + | ((in[27 + inpos]) << 1) + | ((in[28 + inpos]) << 20) + | ((in[29 + inpos]) << 39) + | ((in[30 + inpos]) << 58); + out[9 + outpos] = ((in[30 + inpos]) >>> (19 - 13)) + | ((in[31 + inpos]) << 13) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 51); + out[10 + outpos] = ((in[33 + inpos]) >>> (19 - 6)) + | ((in[34 + inpos]) << 6) + | ((in[35 + inpos]) << 25) + | ((in[36 + inpos]) << 44) + | ((in[37 + inpos]) << 63); + out[11 + outpos] = ((in[37 + inpos]) >>> (19 - 18)) + | ((in[38 + inpos]) << 18) + | ((in[39 + inpos]) << 37) + | ((in[40 + inpos]) << 56); + out[12 + outpos] = ((in[40 + inpos]) >>> (19 - 11)) + | ((in[41 + inpos]) << 11) + | ((in[42 + inpos]) << 30) + | ((in[43 + inpos]) << 49); + out[13 + outpos] = ((in[43 + inpos]) >>> (19 - 4)) + | ((in[44 + inpos]) << 4) + | ((in[45 + inpos]) << 23) + | ((in[46 + inpos]) << 42) + | ((in[47 + inpos]) << 61); + out[14 + outpos] = ((in[47 + inpos]) >>> (19 - 16)) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 35) + | ((in[50 + inpos]) << 54); + out[15 + outpos] = ((in[50 + inpos]) >>> (19 - 9)) + | ((in[51 + inpos]) << 9) + | ((in[52 + inpos]) << 28) + | ((in[53 + inpos]) << 47); + out[16 + outpos] = ((in[53 + inpos]) >>> (19 - 2)) + | ((in[54 + inpos]) << 2) + | ((in[55 + inpos]) << 21) + | ((in[56 + inpos]) << 40) + | ((in[57 + inpos]) << 59); + out[17 + outpos] = ((in[57 + inpos]) >>> (19 - 14)) + | ((in[58 + inpos]) << 14) + | ((in[59 + inpos]) << 33) + | ((in[60 + inpos]) << 52); + out[18 + outpos] = ((in[60 + inpos]) >>> (19 - 7)) + | ((in[61 + inpos]) << 7) + | ((in[62 + inpos]) << 26) + | ((in[63 + inpos]) << 45); + } + + protected static void fastpackwithoutmask20(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 20) + | ((in[2 + inpos]) << 40) + | ((in[3 + inpos]) << 60); + out[1 + outpos] = ((in[3 + inpos]) >>> (20 - 16)) + | ((in[4 + inpos]) << 16) + | ((in[5 + inpos]) << 36) + | ((in[6 + inpos]) << 56); + out[2 + outpos] = ((in[6 + inpos]) >>> (20 - 12)) + | ((in[7 + inpos]) << 12) + | ((in[8 + inpos]) << 32) + | ((in[9 + inpos]) << 52); + out[3 + outpos] = ((in[9 + inpos]) >>> (20 - 8)) + | ((in[10 + inpos]) << 8) + | ((in[11 + inpos]) << 28) + | ((in[12 + inpos]) << 48); + out[4 + outpos] = ((in[12 + inpos]) >>> (20 - 4)) + | ((in[13 + inpos]) << 4) + | ((in[14 + inpos]) << 24) + | ((in[15 + inpos]) << 44); + out[5 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 20) + | ((in[18 + inpos]) << 40) + | ((in[19 + inpos]) << 60); + out[6 + outpos] = ((in[19 + inpos]) >>> (20 - 16)) + | ((in[20 + inpos]) << 16) + | ((in[21 + inpos]) << 36) + | ((in[22 + inpos]) << 56); + out[7 + outpos] = ((in[22 + inpos]) >>> (20 - 12)) + | ((in[23 + inpos]) << 12) + | ((in[24 + inpos]) << 32) + | ((in[25 + inpos]) << 52); + out[8 + outpos] = ((in[25 + inpos]) >>> (20 - 8)) + | ((in[26 + inpos]) << 8) + | ((in[27 + inpos]) << 28) + | ((in[28 + inpos]) << 48); + out[9 + outpos] = ((in[28 + inpos]) >>> (20 - 4)) + | ((in[29 + inpos]) << 4) + | ((in[30 + inpos]) << 24) + | ((in[31 + inpos]) << 44); + out[10 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 20) + | ((in[34 + inpos]) << 40) + | ((in[35 + inpos]) << 60); + out[11 + outpos] = ((in[35 + inpos]) >>> (20 - 16)) + | ((in[36 + inpos]) << 16) + | ((in[37 + inpos]) << 36) + | ((in[38 + inpos]) << 56); + out[12 + outpos] = ((in[38 + inpos]) >>> (20 - 12)) + | ((in[39 + inpos]) << 12) + | ((in[40 + inpos]) << 32) + | ((in[41 + inpos]) << 52); + out[13 + outpos] = ((in[41 + inpos]) >>> (20 - 8)) + | ((in[42 + inpos]) << 8) + | ((in[43 + inpos]) << 28) + | ((in[44 + inpos]) << 48); + out[14 + outpos] = ((in[44 + inpos]) >>> (20 - 4)) + | ((in[45 + inpos]) << 4) + | ((in[46 + inpos]) << 24) + | ((in[47 + inpos]) << 44); + out[15 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 20) + | ((in[50 + inpos]) << 40) + | ((in[51 + inpos]) << 60); + out[16 + outpos] = ((in[51 + inpos]) >>> (20 - 16)) + | ((in[52 + inpos]) << 16) + | ((in[53 + inpos]) << 36) + | ((in[54 + inpos]) << 56); + out[17 + outpos] = ((in[54 + inpos]) >>> (20 - 12)) + | ((in[55 + inpos]) << 12) + | ((in[56 + inpos]) << 32) + | ((in[57 + inpos]) << 52); + out[18 + outpos] = ((in[57 + inpos]) >>> (20 - 8)) + | ((in[58 + inpos]) << 8) + | ((in[59 + inpos]) << 28) + | ((in[60 + inpos]) << 48); + out[19 + outpos] = ((in[60 + inpos]) >>> (20 - 4)) + | ((in[61 + inpos]) << 4) + | ((in[62 + inpos]) << 24) + | ((in[63 + inpos]) << 44); + } + + protected static void fastpackwithoutmask21(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 21) + | ((in[2 + inpos]) << 42) + | ((in[3 + inpos]) << 63); + out[1 + outpos] = ((in[3 + inpos]) >>> (21 - 20)) + | ((in[4 + inpos]) << 20) + | ((in[5 + inpos]) << 41) + | ((in[6 + inpos]) << 62); + out[2 + outpos] = ((in[6 + inpos]) >>> (21 - 19)) + | ((in[7 + inpos]) << 19) + | ((in[8 + inpos]) << 40) + | ((in[9 + inpos]) << 61); + out[3 + outpos] = ((in[9 + inpos]) >>> (21 - 18)) + | ((in[10 + inpos]) << 18) + | ((in[11 + inpos]) << 39) + | ((in[12 + inpos]) << 60); + out[4 + outpos] = ((in[12 + inpos]) >>> (21 - 17)) + | ((in[13 + inpos]) << 17) + | ((in[14 + inpos]) << 38) + | ((in[15 + inpos]) << 59); + out[5 + outpos] = ((in[15 + inpos]) >>> (21 - 16)) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 37) + | ((in[18 + inpos]) << 58); + out[6 + outpos] = ((in[18 + inpos]) >>> (21 - 15)) + | ((in[19 + inpos]) << 15) + | ((in[20 + inpos]) << 36) + | ((in[21 + inpos]) << 57); + out[7 + outpos] = ((in[21 + inpos]) >>> (21 - 14)) + | ((in[22 + inpos]) << 14) + | ((in[23 + inpos]) << 35) + | ((in[24 + inpos]) << 56); + out[8 + outpos] = ((in[24 + inpos]) >>> (21 - 13)) + | ((in[25 + inpos]) << 13) + | ((in[26 + inpos]) << 34) + | ((in[27 + inpos]) << 55); + out[9 + outpos] = ((in[27 + inpos]) >>> (21 - 12)) + | ((in[28 + inpos]) << 12) + | ((in[29 + inpos]) << 33) + | ((in[30 + inpos]) << 54); + out[10 + outpos] = ((in[30 + inpos]) >>> (21 - 11)) + | ((in[31 + inpos]) << 11) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 53); + out[11 + outpos] = ((in[33 + inpos]) >>> (21 - 10)) + | ((in[34 + inpos]) << 10) + | ((in[35 + inpos]) << 31) + | ((in[36 + inpos]) << 52); + out[12 + outpos] = ((in[36 + inpos]) >>> (21 - 9)) + | ((in[37 + inpos]) << 9) + | ((in[38 + inpos]) << 30) + | ((in[39 + inpos]) << 51); + out[13 + outpos] = ((in[39 + inpos]) >>> (21 - 8)) + | ((in[40 + inpos]) << 8) + | ((in[41 + inpos]) << 29) + | ((in[42 + inpos]) << 50); + out[14 + outpos] = ((in[42 + inpos]) >>> (21 - 7)) + | ((in[43 + inpos]) << 7) + | ((in[44 + inpos]) << 28) + | ((in[45 + inpos]) << 49); + out[15 + outpos] = ((in[45 + inpos]) >>> (21 - 6)) + | ((in[46 + inpos]) << 6) + | ((in[47 + inpos]) << 27) + | ((in[48 + inpos]) << 48); + out[16 + outpos] = ((in[48 + inpos]) >>> (21 - 5)) + | ((in[49 + inpos]) << 5) + | ((in[50 + inpos]) << 26) + | ((in[51 + inpos]) << 47); + out[17 + outpos] = ((in[51 + inpos]) >>> (21 - 4)) + | ((in[52 + inpos]) << 4) + | ((in[53 + inpos]) << 25) + | ((in[54 + inpos]) << 46); + out[18 + outpos] = ((in[54 + inpos]) >>> (21 - 3)) + | ((in[55 + inpos]) << 3) + | ((in[56 + inpos]) << 24) + | ((in[57 + inpos]) << 45); + out[19 + outpos] = ((in[57 + inpos]) >>> (21 - 2)) + | ((in[58 + inpos]) << 2) + | ((in[59 + inpos]) << 23) + | ((in[60 + inpos]) << 44); + out[20 + outpos] = ((in[60 + inpos]) >>> (21 - 1)) + | ((in[61 + inpos]) << 1) + | ((in[62 + inpos]) << 22) + | ((in[63 + inpos]) << 43); + } + + protected static void fastpackwithoutmask22(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 22) + | ((in[2 + inpos]) << 44); + out[1 + outpos] = ((in[2 + inpos]) >>> (22 - 2)) + | ((in[3 + inpos]) << 2) + | ((in[4 + inpos]) << 24) + | ((in[5 + inpos]) << 46); + out[2 + outpos] = ((in[5 + inpos]) >>> (22 - 4)) + | ((in[6 + inpos]) << 4) + | ((in[7 + inpos]) << 26) + | ((in[8 + inpos]) << 48); + out[3 + outpos] = ((in[8 + inpos]) >>> (22 - 6)) + | ((in[9 + inpos]) << 6) + | ((in[10 + inpos]) << 28) + | ((in[11 + inpos]) << 50); + out[4 + outpos] = ((in[11 + inpos]) >>> (22 - 8)) + | ((in[12 + inpos]) << 8) + | ((in[13 + inpos]) << 30) + | ((in[14 + inpos]) << 52); + out[5 + outpos] = ((in[14 + inpos]) >>> (22 - 10)) + | ((in[15 + inpos]) << 10) + | ((in[16 + inpos]) << 32) + | ((in[17 + inpos]) << 54); + out[6 + outpos] = ((in[17 + inpos]) >>> (22 - 12)) + | ((in[18 + inpos]) << 12) + | ((in[19 + inpos]) << 34) + | ((in[20 + inpos]) << 56); + out[7 + outpos] = ((in[20 + inpos]) >>> (22 - 14)) + | ((in[21 + inpos]) << 14) + | ((in[22 + inpos]) << 36) + | ((in[23 + inpos]) << 58); + out[8 + outpos] = ((in[23 + inpos]) >>> (22 - 16)) + | ((in[24 + inpos]) << 16) + | ((in[25 + inpos]) << 38) + | ((in[26 + inpos]) << 60); + out[9 + outpos] = ((in[26 + inpos]) >>> (22 - 18)) + | ((in[27 + inpos]) << 18) + | ((in[28 + inpos]) << 40) + | ((in[29 + inpos]) << 62); + out[10 + outpos] = ((in[29 + inpos]) >>> (22 - 20)) + | ((in[30 + inpos]) << 20) + | ((in[31 + inpos]) << 42); + out[11 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 22) + | ((in[34 + inpos]) << 44); + out[12 + outpos] = ((in[34 + inpos]) >>> (22 - 2)) + | ((in[35 + inpos]) << 2) + | ((in[36 + inpos]) << 24) + | ((in[37 + inpos]) << 46); + out[13 + outpos] = ((in[37 + inpos]) >>> (22 - 4)) + | ((in[38 + inpos]) << 4) + | ((in[39 + inpos]) << 26) + | ((in[40 + inpos]) << 48); + out[14 + outpos] = ((in[40 + inpos]) >>> (22 - 6)) + | ((in[41 + inpos]) << 6) + | ((in[42 + inpos]) << 28) + | ((in[43 + inpos]) << 50); + out[15 + outpos] = ((in[43 + inpos]) >>> (22 - 8)) + | ((in[44 + inpos]) << 8) + | ((in[45 + inpos]) << 30) + | ((in[46 + inpos]) << 52); + out[16 + outpos] = ((in[46 + inpos]) >>> (22 - 10)) + | ((in[47 + inpos]) << 10) + | ((in[48 + inpos]) << 32) + | ((in[49 + inpos]) << 54); + out[17 + outpos] = ((in[49 + inpos]) >>> (22 - 12)) + | ((in[50 + inpos]) << 12) + | ((in[51 + inpos]) << 34) + | ((in[52 + inpos]) << 56); + out[18 + outpos] = ((in[52 + inpos]) >>> (22 - 14)) + | ((in[53 + inpos]) << 14) + | ((in[54 + inpos]) << 36) + | ((in[55 + inpos]) << 58); + out[19 + outpos] = ((in[55 + inpos]) >>> (22 - 16)) + | ((in[56 + inpos]) << 16) + | ((in[57 + inpos]) << 38) + | ((in[58 + inpos]) << 60); + out[20 + outpos] = ((in[58 + inpos]) >>> (22 - 18)) + | ((in[59 + inpos]) << 18) + | ((in[60 + inpos]) << 40) + | ((in[61 + inpos]) << 62); + out[21 + outpos] = ((in[61 + inpos]) >>> (22 - 20)) + | ((in[62 + inpos]) << 20) + | ((in[63 + inpos]) << 42); + } + + protected static void fastpackwithoutmask23(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 23) + | ((in[2 + inpos]) << 46); + out[1 + outpos] = ((in[2 + inpos]) >>> (23 - 5)) + | ((in[3 + inpos]) << 5) + | ((in[4 + inpos]) << 28) + | ((in[5 + inpos]) << 51); + out[2 + outpos] = ((in[5 + inpos]) >>> (23 - 10)) + | ((in[6 + inpos]) << 10) + | ((in[7 + inpos]) << 33) + | ((in[8 + inpos]) << 56); + out[3 + outpos] = ((in[8 + inpos]) >>> (23 - 15)) + | ((in[9 + inpos]) << 15) + | ((in[10 + inpos]) << 38) + | ((in[11 + inpos]) << 61); + out[4 + outpos] = ((in[11 + inpos]) >>> (23 - 20)) + | ((in[12 + inpos]) << 20) + | ((in[13 + inpos]) << 43); + out[5 + outpos] = ((in[13 + inpos]) >>> (23 - 2)) + | ((in[14 + inpos]) << 2) + | ((in[15 + inpos]) << 25) + | ((in[16 + inpos]) << 48); + out[6 + outpos] = ((in[16 + inpos]) >>> (23 - 7)) + | ((in[17 + inpos]) << 7) + | ((in[18 + inpos]) << 30) + | ((in[19 + inpos]) << 53); + out[7 + outpos] = ((in[19 + inpos]) >>> (23 - 12)) + | ((in[20 + inpos]) << 12) + | ((in[21 + inpos]) << 35) + | ((in[22 + inpos]) << 58); + out[8 + outpos] = ((in[22 + inpos]) >>> (23 - 17)) + | ((in[23 + inpos]) << 17) + | ((in[24 + inpos]) << 40) + | ((in[25 + inpos]) << 63); + out[9 + outpos] = ((in[25 + inpos]) >>> (23 - 22)) + | ((in[26 + inpos]) << 22) + | ((in[27 + inpos]) << 45); + out[10 + outpos] = ((in[27 + inpos]) >>> (23 - 4)) + | ((in[28 + inpos]) << 4) + | ((in[29 + inpos]) << 27) + | ((in[30 + inpos]) << 50); + out[11 + outpos] = ((in[30 + inpos]) >>> (23 - 9)) + | ((in[31 + inpos]) << 9) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 55); + out[12 + outpos] = ((in[33 + inpos]) >>> (23 - 14)) + | ((in[34 + inpos]) << 14) + | ((in[35 + inpos]) << 37) + | ((in[36 + inpos]) << 60); + out[13 + outpos] = ((in[36 + inpos]) >>> (23 - 19)) + | ((in[37 + inpos]) << 19) + | ((in[38 + inpos]) << 42); + out[14 + outpos] = ((in[38 + inpos]) >>> (23 - 1)) + | ((in[39 + inpos]) << 1) + | ((in[40 + inpos]) << 24) + | ((in[41 + inpos]) << 47); + out[15 + outpos] = ((in[41 + inpos]) >>> (23 - 6)) + | ((in[42 + inpos]) << 6) + | ((in[43 + inpos]) << 29) + | ((in[44 + inpos]) << 52); + out[16 + outpos] = ((in[44 + inpos]) >>> (23 - 11)) + | ((in[45 + inpos]) << 11) + | ((in[46 + inpos]) << 34) + | ((in[47 + inpos]) << 57); + out[17 + outpos] = ((in[47 + inpos]) >>> (23 - 16)) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 39) + | ((in[50 + inpos]) << 62); + out[18 + outpos] = ((in[50 + inpos]) >>> (23 - 21)) + | ((in[51 + inpos]) << 21) + | ((in[52 + inpos]) << 44); + out[19 + outpos] = ((in[52 + inpos]) >>> (23 - 3)) + | ((in[53 + inpos]) << 3) + | ((in[54 + inpos]) << 26) + | ((in[55 + inpos]) << 49); + out[20 + outpos] = ((in[55 + inpos]) >>> (23 - 8)) + | ((in[56 + inpos]) << 8) + | ((in[57 + inpos]) << 31) + | ((in[58 + inpos]) << 54); + out[21 + outpos] = ((in[58 + inpos]) >>> (23 - 13)) + | ((in[59 + inpos]) << 13) + | ((in[60 + inpos]) << 36) + | ((in[61 + inpos]) << 59); + out[22 + outpos] = ((in[61 + inpos]) >>> (23 - 18)) + | ((in[62 + inpos]) << 18) + | ((in[63 + inpos]) << 41); + } + + protected static void fastpackwithoutmask24(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 24) + | ((in[2 + inpos]) << 48); + out[1 + outpos] = ((in[2 + inpos]) >>> (24 - 8)) + | ((in[3 + inpos]) << 8) + | ((in[4 + inpos]) << 32) + | ((in[5 + inpos]) << 56); + out[2 + outpos] = ((in[5 + inpos]) >>> (24 - 16)) + | ((in[6 + inpos]) << 16) + | ((in[7 + inpos]) << 40); + out[3 + outpos] = in[8 + inpos] + | ((in[9 + inpos]) << 24) + | ((in[10 + inpos]) << 48); + out[4 + outpos] = ((in[10 + inpos]) >>> (24 - 8)) + | ((in[11 + inpos]) << 8) + | ((in[12 + inpos]) << 32) + | ((in[13 + inpos]) << 56); + out[5 + outpos] = ((in[13 + inpos]) >>> (24 - 16)) + | ((in[14 + inpos]) << 16) + | ((in[15 + inpos]) << 40); + out[6 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 24) + | ((in[18 + inpos]) << 48); + out[7 + outpos] = ((in[18 + inpos]) >>> (24 - 8)) + | ((in[19 + inpos]) << 8) + | ((in[20 + inpos]) << 32) + | ((in[21 + inpos]) << 56); + out[8 + outpos] = ((in[21 + inpos]) >>> (24 - 16)) + | ((in[22 + inpos]) << 16) + | ((in[23 + inpos]) << 40); + out[9 + outpos] = in[24 + inpos] + | ((in[25 + inpos]) << 24) + | ((in[26 + inpos]) << 48); + out[10 + outpos] = ((in[26 + inpos]) >>> (24 - 8)) + | ((in[27 + inpos]) << 8) + | ((in[28 + inpos]) << 32) + | ((in[29 + inpos]) << 56); + out[11 + outpos] = ((in[29 + inpos]) >>> (24 - 16)) + | ((in[30 + inpos]) << 16) + | ((in[31 + inpos]) << 40); + out[12 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 24) + | ((in[34 + inpos]) << 48); + out[13 + outpos] = ((in[34 + inpos]) >>> (24 - 8)) + | ((in[35 + inpos]) << 8) + | ((in[36 + inpos]) << 32) + | ((in[37 + inpos]) << 56); + out[14 + outpos] = ((in[37 + inpos]) >>> (24 - 16)) + | ((in[38 + inpos]) << 16) + | ((in[39 + inpos]) << 40); + out[15 + outpos] = in[40 + inpos] + | ((in[41 + inpos]) << 24) + | ((in[42 + inpos]) << 48); + out[16 + outpos] = ((in[42 + inpos]) >>> (24 - 8)) + | ((in[43 + inpos]) << 8) + | ((in[44 + inpos]) << 32) + | ((in[45 + inpos]) << 56); + out[17 + outpos] = ((in[45 + inpos]) >>> (24 - 16)) + | ((in[46 + inpos]) << 16) + | ((in[47 + inpos]) << 40); + out[18 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 24) + | ((in[50 + inpos]) << 48); + out[19 + outpos] = ((in[50 + inpos]) >>> (24 - 8)) + | ((in[51 + inpos]) << 8) + | ((in[52 + inpos]) << 32) + | ((in[53 + inpos]) << 56); + out[20 + outpos] = ((in[53 + inpos]) >>> (24 - 16)) + | ((in[54 + inpos]) << 16) + | ((in[55 + inpos]) << 40); + out[21 + outpos] = in[56 + inpos] + | ((in[57 + inpos]) << 24) + | ((in[58 + inpos]) << 48); + out[22 + outpos] = ((in[58 + inpos]) >>> (24 - 8)) + | ((in[59 + inpos]) << 8) + | ((in[60 + inpos]) << 32) + | ((in[61 + inpos]) << 56); + out[23 + outpos] = ((in[61 + inpos]) >>> (24 - 16)) + | ((in[62 + inpos]) << 16) + | ((in[63 + inpos]) << 40); + } + + protected static void fastpackwithoutmask25(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 25) + | ((in[2 + inpos]) << 50); + out[1 + outpos] = ((in[2 + inpos]) >>> (25 - 11)) + | ((in[3 + inpos]) << 11) + | ((in[4 + inpos]) << 36) + | ((in[5 + inpos]) << 61); + out[2 + outpos] = ((in[5 + inpos]) >>> (25 - 22)) + | ((in[6 + inpos]) << 22) + | ((in[7 + inpos]) << 47); + out[3 + outpos] = ((in[7 + inpos]) >>> (25 - 8)) + | ((in[8 + inpos]) << 8) + | ((in[9 + inpos]) << 33) + | ((in[10 + inpos]) << 58); + out[4 + outpos] = ((in[10 + inpos]) >>> (25 - 19)) + | ((in[11 + inpos]) << 19) + | ((in[12 + inpos]) << 44); + out[5 + outpos] = ((in[12 + inpos]) >>> (25 - 5)) + | ((in[13 + inpos]) << 5) + | ((in[14 + inpos]) << 30) + | ((in[15 + inpos]) << 55); + out[6 + outpos] = ((in[15 + inpos]) >>> (25 - 16)) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 41); + out[7 + outpos] = ((in[17 + inpos]) >>> (25 - 2)) + | ((in[18 + inpos]) << 2) + | ((in[19 + inpos]) << 27) + | ((in[20 + inpos]) << 52); + out[8 + outpos] = ((in[20 + inpos]) >>> (25 - 13)) + | ((in[21 + inpos]) << 13) + | ((in[22 + inpos]) << 38) + | ((in[23 + inpos]) << 63); + out[9 + outpos] = ((in[23 + inpos]) >>> (25 - 24)) + | ((in[24 + inpos]) << 24) + | ((in[25 + inpos]) << 49); + out[10 + outpos] = ((in[25 + inpos]) >>> (25 - 10)) + | ((in[26 + inpos]) << 10) + | ((in[27 + inpos]) << 35) + | ((in[28 + inpos]) << 60); + out[11 + outpos] = ((in[28 + inpos]) >>> (25 - 21)) + | ((in[29 + inpos]) << 21) + | ((in[30 + inpos]) << 46); + out[12 + outpos] = ((in[30 + inpos]) >>> (25 - 7)) + | ((in[31 + inpos]) << 7) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 57); + out[13 + outpos] = ((in[33 + inpos]) >>> (25 - 18)) + | ((in[34 + inpos]) << 18) + | ((in[35 + inpos]) << 43); + out[14 + outpos] = ((in[35 + inpos]) >>> (25 - 4)) + | ((in[36 + inpos]) << 4) + | ((in[37 + inpos]) << 29) + | ((in[38 + inpos]) << 54); + out[15 + outpos] = ((in[38 + inpos]) >>> (25 - 15)) + | ((in[39 + inpos]) << 15) + | ((in[40 + inpos]) << 40); + out[16 + outpos] = ((in[40 + inpos]) >>> (25 - 1)) + | ((in[41 + inpos]) << 1) + | ((in[42 + inpos]) << 26) + | ((in[43 + inpos]) << 51); + out[17 + outpos] = ((in[43 + inpos]) >>> (25 - 12)) + | ((in[44 + inpos]) << 12) + | ((in[45 + inpos]) << 37) + | ((in[46 + inpos]) << 62); + out[18 + outpos] = ((in[46 + inpos]) >>> (25 - 23)) + | ((in[47 + inpos]) << 23) + | ((in[48 + inpos]) << 48); + out[19 + outpos] = ((in[48 + inpos]) >>> (25 - 9)) + | ((in[49 + inpos]) << 9) + | ((in[50 + inpos]) << 34) + | ((in[51 + inpos]) << 59); + out[20 + outpos] = ((in[51 + inpos]) >>> (25 - 20)) + | ((in[52 + inpos]) << 20) + | ((in[53 + inpos]) << 45); + out[21 + outpos] = ((in[53 + inpos]) >>> (25 - 6)) + | ((in[54 + inpos]) << 6) + | ((in[55 + inpos]) << 31) + | ((in[56 + inpos]) << 56); + out[22 + outpos] = ((in[56 + inpos]) >>> (25 - 17)) + | ((in[57 + inpos]) << 17) + | ((in[58 + inpos]) << 42); + out[23 + outpos] = ((in[58 + inpos]) >>> (25 - 3)) + | ((in[59 + inpos]) << 3) + | ((in[60 + inpos]) << 28) + | ((in[61 + inpos]) << 53); + out[24 + outpos] = ((in[61 + inpos]) >>> (25 - 14)) + | ((in[62 + inpos]) << 14) + | ((in[63 + inpos]) << 39); + } + + protected static void fastpackwithoutmask26(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 26) + | ((in[2 + inpos]) << 52); + out[1 + outpos] = ((in[2 + inpos]) >>> (26 - 14)) + | ((in[3 + inpos]) << 14) + | ((in[4 + inpos]) << 40); + out[2 + outpos] = ((in[4 + inpos]) >>> (26 - 2)) + | ((in[5 + inpos]) << 2) + | ((in[6 + inpos]) << 28) + | ((in[7 + inpos]) << 54); + out[3 + outpos] = ((in[7 + inpos]) >>> (26 - 16)) + | ((in[8 + inpos]) << 16) + | ((in[9 + inpos]) << 42); + out[4 + outpos] = ((in[9 + inpos]) >>> (26 - 4)) + | ((in[10 + inpos]) << 4) + | ((in[11 + inpos]) << 30) + | ((in[12 + inpos]) << 56); + out[5 + outpos] = ((in[12 + inpos]) >>> (26 - 18)) + | ((in[13 + inpos]) << 18) + | ((in[14 + inpos]) << 44); + out[6 + outpos] = ((in[14 + inpos]) >>> (26 - 6)) + | ((in[15 + inpos]) << 6) + | ((in[16 + inpos]) << 32) + | ((in[17 + inpos]) << 58); + out[7 + outpos] = ((in[17 + inpos]) >>> (26 - 20)) + | ((in[18 + inpos]) << 20) + | ((in[19 + inpos]) << 46); + out[8 + outpos] = ((in[19 + inpos]) >>> (26 - 8)) + | ((in[20 + inpos]) << 8) + | ((in[21 + inpos]) << 34) + | ((in[22 + inpos]) << 60); + out[9 + outpos] = ((in[22 + inpos]) >>> (26 - 22)) + | ((in[23 + inpos]) << 22) + | ((in[24 + inpos]) << 48); + out[10 + outpos] = ((in[24 + inpos]) >>> (26 - 10)) + | ((in[25 + inpos]) << 10) + | ((in[26 + inpos]) << 36) + | ((in[27 + inpos]) << 62); + out[11 + outpos] = ((in[27 + inpos]) >>> (26 - 24)) + | ((in[28 + inpos]) << 24) + | ((in[29 + inpos]) << 50); + out[12 + outpos] = ((in[29 + inpos]) >>> (26 - 12)) + | ((in[30 + inpos]) << 12) + | ((in[31 + inpos]) << 38); + out[13 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 26) + | ((in[34 + inpos]) << 52); + out[14 + outpos] = ((in[34 + inpos]) >>> (26 - 14)) + | ((in[35 + inpos]) << 14) + | ((in[36 + inpos]) << 40); + out[15 + outpos] = ((in[36 + inpos]) >>> (26 - 2)) + | ((in[37 + inpos]) << 2) + | ((in[38 + inpos]) << 28) + | ((in[39 + inpos]) << 54); + out[16 + outpos] = ((in[39 + inpos]) >>> (26 - 16)) + | ((in[40 + inpos]) << 16) + | ((in[41 + inpos]) << 42); + out[17 + outpos] = ((in[41 + inpos]) >>> (26 - 4)) + | ((in[42 + inpos]) << 4) + | ((in[43 + inpos]) << 30) + | ((in[44 + inpos]) << 56); + out[18 + outpos] = ((in[44 + inpos]) >>> (26 - 18)) + | ((in[45 + inpos]) << 18) + | ((in[46 + inpos]) << 44); + out[19 + outpos] = ((in[46 + inpos]) >>> (26 - 6)) + | ((in[47 + inpos]) << 6) + | ((in[48 + inpos]) << 32) + | ((in[49 + inpos]) << 58); + out[20 + outpos] = ((in[49 + inpos]) >>> (26 - 20)) + | ((in[50 + inpos]) << 20) + | ((in[51 + inpos]) << 46); + out[21 + outpos] = ((in[51 + inpos]) >>> (26 - 8)) + | ((in[52 + inpos]) << 8) + | ((in[53 + inpos]) << 34) + | ((in[54 + inpos]) << 60); + out[22 + outpos] = ((in[54 + inpos]) >>> (26 - 22)) + | ((in[55 + inpos]) << 22) + | ((in[56 + inpos]) << 48); + out[23 + outpos] = ((in[56 + inpos]) >>> (26 - 10)) + | ((in[57 + inpos]) << 10) + | ((in[58 + inpos]) << 36) + | ((in[59 + inpos]) << 62); + out[24 + outpos] = ((in[59 + inpos]) >>> (26 - 24)) + | ((in[60 + inpos]) << 24) + | ((in[61 + inpos]) << 50); + out[25 + outpos] = ((in[61 + inpos]) >>> (26 - 12)) + | ((in[62 + inpos]) << 12) + | ((in[63 + inpos]) << 38); + } + + protected static void fastpackwithoutmask27(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 27) + | ((in[2 + inpos]) << 54); + out[1 + outpos] = ((in[2 + inpos]) >>> (27 - 17)) + | ((in[3 + inpos]) << 17) + | ((in[4 + inpos]) << 44); + out[2 + outpos] = ((in[4 + inpos]) >>> (27 - 7)) + | ((in[5 + inpos]) << 7) + | ((in[6 + inpos]) << 34) + | ((in[7 + inpos]) << 61); + out[3 + outpos] = ((in[7 + inpos]) >>> (27 - 24)) + | ((in[8 + inpos]) << 24) + | ((in[9 + inpos]) << 51); + out[4 + outpos] = ((in[9 + inpos]) >>> (27 - 14)) + | ((in[10 + inpos]) << 14) + | ((in[11 + inpos]) << 41); + out[5 + outpos] = ((in[11 + inpos]) >>> (27 - 4)) + | ((in[12 + inpos]) << 4) + | ((in[13 + inpos]) << 31) + | ((in[14 + inpos]) << 58); + out[6 + outpos] = ((in[14 + inpos]) >>> (27 - 21)) + | ((in[15 + inpos]) << 21) + | ((in[16 + inpos]) << 48); + out[7 + outpos] = ((in[16 + inpos]) >>> (27 - 11)) + | ((in[17 + inpos]) << 11) + | ((in[18 + inpos]) << 38); + out[8 + outpos] = ((in[18 + inpos]) >>> (27 - 1)) + | ((in[19 + inpos]) << 1) + | ((in[20 + inpos]) << 28) + | ((in[21 + inpos]) << 55); + out[9 + outpos] = ((in[21 + inpos]) >>> (27 - 18)) + | ((in[22 + inpos]) << 18) + | ((in[23 + inpos]) << 45); + out[10 + outpos] = ((in[23 + inpos]) >>> (27 - 8)) + | ((in[24 + inpos]) << 8) + | ((in[25 + inpos]) << 35) + | ((in[26 + inpos]) << 62); + out[11 + outpos] = ((in[26 + inpos]) >>> (27 - 25)) + | ((in[27 + inpos]) << 25) + | ((in[28 + inpos]) << 52); + out[12 + outpos] = ((in[28 + inpos]) >>> (27 - 15)) + | ((in[29 + inpos]) << 15) + | ((in[30 + inpos]) << 42); + out[13 + outpos] = ((in[30 + inpos]) >>> (27 - 5)) + | ((in[31 + inpos]) << 5) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 59); + out[14 + outpos] = ((in[33 + inpos]) >>> (27 - 22)) + | ((in[34 + inpos]) << 22) + | ((in[35 + inpos]) << 49); + out[15 + outpos] = ((in[35 + inpos]) >>> (27 - 12)) + | ((in[36 + inpos]) << 12) + | ((in[37 + inpos]) << 39); + out[16 + outpos] = ((in[37 + inpos]) >>> (27 - 2)) + | ((in[38 + inpos]) << 2) + | ((in[39 + inpos]) << 29) + | ((in[40 + inpos]) << 56); + out[17 + outpos] = ((in[40 + inpos]) >>> (27 - 19)) + | ((in[41 + inpos]) << 19) + | ((in[42 + inpos]) << 46); + out[18 + outpos] = ((in[42 + inpos]) >>> (27 - 9)) + | ((in[43 + inpos]) << 9) + | ((in[44 + inpos]) << 36) + | ((in[45 + inpos]) << 63); + out[19 + outpos] = ((in[45 + inpos]) >>> (27 - 26)) + | ((in[46 + inpos]) << 26) + | ((in[47 + inpos]) << 53); + out[20 + outpos] = ((in[47 + inpos]) >>> (27 - 16)) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 43); + out[21 + outpos] = ((in[49 + inpos]) >>> (27 - 6)) + | ((in[50 + inpos]) << 6) + | ((in[51 + inpos]) << 33) + | ((in[52 + inpos]) << 60); + out[22 + outpos] = ((in[52 + inpos]) >>> (27 - 23)) + | ((in[53 + inpos]) << 23) + | ((in[54 + inpos]) << 50); + out[23 + outpos] = ((in[54 + inpos]) >>> (27 - 13)) + | ((in[55 + inpos]) << 13) + | ((in[56 + inpos]) << 40); + out[24 + outpos] = ((in[56 + inpos]) >>> (27 - 3)) + | ((in[57 + inpos]) << 3) + | ((in[58 + inpos]) << 30) + | ((in[59 + inpos]) << 57); + out[25 + outpos] = ((in[59 + inpos]) >>> (27 - 20)) + | ((in[60 + inpos]) << 20) + | ((in[61 + inpos]) << 47); + out[26 + outpos] = ((in[61 + inpos]) >>> (27 - 10)) + | ((in[62 + inpos]) << 10) + | ((in[63 + inpos]) << 37); + } + + protected static void fastpackwithoutmask28(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 28) + | ((in[2 + inpos]) << 56); + out[1 + outpos] = ((in[2 + inpos]) >>> (28 - 20)) + | ((in[3 + inpos]) << 20) + | ((in[4 + inpos]) << 48); + out[2 + outpos] = ((in[4 + inpos]) >>> (28 - 12)) + | ((in[5 + inpos]) << 12) + | ((in[6 + inpos]) << 40); + out[3 + outpos] = ((in[6 + inpos]) >>> (28 - 4)) + | ((in[7 + inpos]) << 4) + | ((in[8 + inpos]) << 32) + | ((in[9 + inpos]) << 60); + out[4 + outpos] = ((in[9 + inpos]) >>> (28 - 24)) + | ((in[10 + inpos]) << 24) + | ((in[11 + inpos]) << 52); + out[5 + outpos] = ((in[11 + inpos]) >>> (28 - 16)) + | ((in[12 + inpos]) << 16) + | ((in[13 + inpos]) << 44); + out[6 + outpos] = ((in[13 + inpos]) >>> (28 - 8)) + | ((in[14 + inpos]) << 8) + | ((in[15 + inpos]) << 36); + out[7 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 28) + | ((in[18 + inpos]) << 56); + out[8 + outpos] = ((in[18 + inpos]) >>> (28 - 20)) + | ((in[19 + inpos]) << 20) + | ((in[20 + inpos]) << 48); + out[9 + outpos] = ((in[20 + inpos]) >>> (28 - 12)) + | ((in[21 + inpos]) << 12) + | ((in[22 + inpos]) << 40); + out[10 + outpos] = ((in[22 + inpos]) >>> (28 - 4)) + | ((in[23 + inpos]) << 4) + | ((in[24 + inpos]) << 32) + | ((in[25 + inpos]) << 60); + out[11 + outpos] = ((in[25 + inpos]) >>> (28 - 24)) + | ((in[26 + inpos]) << 24) + | ((in[27 + inpos]) << 52); + out[12 + outpos] = ((in[27 + inpos]) >>> (28 - 16)) + | ((in[28 + inpos]) << 16) + | ((in[29 + inpos]) << 44); + out[13 + outpos] = ((in[29 + inpos]) >>> (28 - 8)) + | ((in[30 + inpos]) << 8) + | ((in[31 + inpos]) << 36); + out[14 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 28) + | ((in[34 + inpos]) << 56); + out[15 + outpos] = ((in[34 + inpos]) >>> (28 - 20)) + | ((in[35 + inpos]) << 20) + | ((in[36 + inpos]) << 48); + out[16 + outpos] = ((in[36 + inpos]) >>> (28 - 12)) + | ((in[37 + inpos]) << 12) + | ((in[38 + inpos]) << 40); + out[17 + outpos] = ((in[38 + inpos]) >>> (28 - 4)) + | ((in[39 + inpos]) << 4) + | ((in[40 + inpos]) << 32) + | ((in[41 + inpos]) << 60); + out[18 + outpos] = ((in[41 + inpos]) >>> (28 - 24)) + | ((in[42 + inpos]) << 24) + | ((in[43 + inpos]) << 52); + out[19 + outpos] = ((in[43 + inpos]) >>> (28 - 16)) + | ((in[44 + inpos]) << 16) + | ((in[45 + inpos]) << 44); + out[20 + outpos] = ((in[45 + inpos]) >>> (28 - 8)) + | ((in[46 + inpos]) << 8) + | ((in[47 + inpos]) << 36); + out[21 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 28) + | ((in[50 + inpos]) << 56); + out[22 + outpos] = ((in[50 + inpos]) >>> (28 - 20)) + | ((in[51 + inpos]) << 20) + | ((in[52 + inpos]) << 48); + out[23 + outpos] = ((in[52 + inpos]) >>> (28 - 12)) + | ((in[53 + inpos]) << 12) + | ((in[54 + inpos]) << 40); + out[24 + outpos] = ((in[54 + inpos]) >>> (28 - 4)) + | ((in[55 + inpos]) << 4) + | ((in[56 + inpos]) << 32) + | ((in[57 + inpos]) << 60); + out[25 + outpos] = ((in[57 + inpos]) >>> (28 - 24)) + | ((in[58 + inpos]) << 24) + | ((in[59 + inpos]) << 52); + out[26 + outpos] = ((in[59 + inpos]) >>> (28 - 16)) + | ((in[60 + inpos]) << 16) + | ((in[61 + inpos]) << 44); + out[27 + outpos] = ((in[61 + inpos]) >>> (28 - 8)) + | ((in[62 + inpos]) << 8) + | ((in[63 + inpos]) << 36); + } + + protected static void fastpackwithoutmask29(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 29) + | ((in[2 + inpos]) << 58); + out[1 + outpos] = ((in[2 + inpos]) >>> (29 - 23)) + | ((in[3 + inpos]) << 23) + | ((in[4 + inpos]) << 52); + out[2 + outpos] = ((in[4 + inpos]) >>> (29 - 17)) + | ((in[5 + inpos]) << 17) + | ((in[6 + inpos]) << 46); + out[3 + outpos] = ((in[6 + inpos]) >>> (29 - 11)) + | ((in[7 + inpos]) << 11) + | ((in[8 + inpos]) << 40); + out[4 + outpos] = ((in[8 + inpos]) >>> (29 - 5)) + | ((in[9 + inpos]) << 5) + | ((in[10 + inpos]) << 34) + | ((in[11 + inpos]) << 63); + out[5 + outpos] = ((in[11 + inpos]) >>> (29 - 28)) + | ((in[12 + inpos]) << 28) + | ((in[13 + inpos]) << 57); + out[6 + outpos] = ((in[13 + inpos]) >>> (29 - 22)) + | ((in[14 + inpos]) << 22) + | ((in[15 + inpos]) << 51); + out[7 + outpos] = ((in[15 + inpos]) >>> (29 - 16)) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 45); + out[8 + outpos] = ((in[17 + inpos]) >>> (29 - 10)) + | ((in[18 + inpos]) << 10) + | ((in[19 + inpos]) << 39); + out[9 + outpos] = ((in[19 + inpos]) >>> (29 - 4)) + | ((in[20 + inpos]) << 4) + | ((in[21 + inpos]) << 33) + | ((in[22 + inpos]) << 62); + out[10 + outpos] = ((in[22 + inpos]) >>> (29 - 27)) + | ((in[23 + inpos]) << 27) + | ((in[24 + inpos]) << 56); + out[11 + outpos] = ((in[24 + inpos]) >>> (29 - 21)) + | ((in[25 + inpos]) << 21) + | ((in[26 + inpos]) << 50); + out[12 + outpos] = ((in[26 + inpos]) >>> (29 - 15)) + | ((in[27 + inpos]) << 15) + | ((in[28 + inpos]) << 44); + out[13 + outpos] = ((in[28 + inpos]) >>> (29 - 9)) + | ((in[29 + inpos]) << 9) + | ((in[30 + inpos]) << 38); + out[14 + outpos] = ((in[30 + inpos]) >>> (29 - 3)) + | ((in[31 + inpos]) << 3) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 61); + out[15 + outpos] = ((in[33 + inpos]) >>> (29 - 26)) + | ((in[34 + inpos]) << 26) + | ((in[35 + inpos]) << 55); + out[16 + outpos] = ((in[35 + inpos]) >>> (29 - 20)) + | ((in[36 + inpos]) << 20) + | ((in[37 + inpos]) << 49); + out[17 + outpos] = ((in[37 + inpos]) >>> (29 - 14)) + | ((in[38 + inpos]) << 14) + | ((in[39 + inpos]) << 43); + out[18 + outpos] = ((in[39 + inpos]) >>> (29 - 8)) + | ((in[40 + inpos]) << 8) + | ((in[41 + inpos]) << 37); + out[19 + outpos] = ((in[41 + inpos]) >>> (29 - 2)) + | ((in[42 + inpos]) << 2) + | ((in[43 + inpos]) << 31) + | ((in[44 + inpos]) << 60); + out[20 + outpos] = ((in[44 + inpos]) >>> (29 - 25)) + | ((in[45 + inpos]) << 25) + | ((in[46 + inpos]) << 54); + out[21 + outpos] = ((in[46 + inpos]) >>> (29 - 19)) + | ((in[47 + inpos]) << 19) + | ((in[48 + inpos]) << 48); + out[22 + outpos] = ((in[48 + inpos]) >>> (29 - 13)) + | ((in[49 + inpos]) << 13) + | ((in[50 + inpos]) << 42); + out[23 + outpos] = ((in[50 + inpos]) >>> (29 - 7)) + | ((in[51 + inpos]) << 7) + | ((in[52 + inpos]) << 36); + out[24 + outpos] = ((in[52 + inpos]) >>> (29 - 1)) + | ((in[53 + inpos]) << 1) + | ((in[54 + inpos]) << 30) + | ((in[55 + inpos]) << 59); + out[25 + outpos] = ((in[55 + inpos]) >>> (29 - 24)) + | ((in[56 + inpos]) << 24) + | ((in[57 + inpos]) << 53); + out[26 + outpos] = ((in[57 + inpos]) >>> (29 - 18)) + | ((in[58 + inpos]) << 18) + | ((in[59 + inpos]) << 47); + out[27 + outpos] = ((in[59 + inpos]) >>> (29 - 12)) + | ((in[60 + inpos]) << 12) + | ((in[61 + inpos]) << 41); + out[28 + outpos] = ((in[61 + inpos]) >>> (29 - 6)) + | ((in[62 + inpos]) << 6) + | ((in[63 + inpos]) << 35); + } + + protected static void fastpackwithoutmask30(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 30) + | ((in[2 + inpos]) << 60); + out[1 + outpos] = ((in[2 + inpos]) >>> (30 - 26)) + | ((in[3 + inpos]) << 26) + | ((in[4 + inpos]) << 56); + out[2 + outpos] = ((in[4 + inpos]) >>> (30 - 22)) + | ((in[5 + inpos]) << 22) + | ((in[6 + inpos]) << 52); + out[3 + outpos] = ((in[6 + inpos]) >>> (30 - 18)) + | ((in[7 + inpos]) << 18) + | ((in[8 + inpos]) << 48); + out[4 + outpos] = ((in[8 + inpos]) >>> (30 - 14)) + | ((in[9 + inpos]) << 14) + | ((in[10 + inpos]) << 44); + out[5 + outpos] = ((in[10 + inpos]) >>> (30 - 10)) + | ((in[11 + inpos]) << 10) + | ((in[12 + inpos]) << 40); + out[6 + outpos] = ((in[12 + inpos]) >>> (30 - 6)) + | ((in[13 + inpos]) << 6) + | ((in[14 + inpos]) << 36); + out[7 + outpos] = ((in[14 + inpos]) >>> (30 - 2)) + | ((in[15 + inpos]) << 2) + | ((in[16 + inpos]) << 32) + | ((in[17 + inpos]) << 62); + out[8 + outpos] = ((in[17 + inpos]) >>> (30 - 28)) + | ((in[18 + inpos]) << 28) + | ((in[19 + inpos]) << 58); + out[9 + outpos] = ((in[19 + inpos]) >>> (30 - 24)) + | ((in[20 + inpos]) << 24) + | ((in[21 + inpos]) << 54); + out[10 + outpos] = ((in[21 + inpos]) >>> (30 - 20)) + | ((in[22 + inpos]) << 20) + | ((in[23 + inpos]) << 50); + out[11 + outpos] = ((in[23 + inpos]) >>> (30 - 16)) + | ((in[24 + inpos]) << 16) + | ((in[25 + inpos]) << 46); + out[12 + outpos] = ((in[25 + inpos]) >>> (30 - 12)) + | ((in[26 + inpos]) << 12) + | ((in[27 + inpos]) << 42); + out[13 + outpos] = ((in[27 + inpos]) >>> (30 - 8)) + | ((in[28 + inpos]) << 8) + | ((in[29 + inpos]) << 38); + out[14 + outpos] = ((in[29 + inpos]) >>> (30 - 4)) + | ((in[30 + inpos]) << 4) + | ((in[31 + inpos]) << 34); + out[15 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 30) + | ((in[34 + inpos]) << 60); + out[16 + outpos] = ((in[34 + inpos]) >>> (30 - 26)) + | ((in[35 + inpos]) << 26) + | ((in[36 + inpos]) << 56); + out[17 + outpos] = ((in[36 + inpos]) >>> (30 - 22)) + | ((in[37 + inpos]) << 22) + | ((in[38 + inpos]) << 52); + out[18 + outpos] = ((in[38 + inpos]) >>> (30 - 18)) + | ((in[39 + inpos]) << 18) + | ((in[40 + inpos]) << 48); + out[19 + outpos] = ((in[40 + inpos]) >>> (30 - 14)) + | ((in[41 + inpos]) << 14) + | ((in[42 + inpos]) << 44); + out[20 + outpos] = ((in[42 + inpos]) >>> (30 - 10)) + | ((in[43 + inpos]) << 10) + | ((in[44 + inpos]) << 40); + out[21 + outpos] = ((in[44 + inpos]) >>> (30 - 6)) + | ((in[45 + inpos]) << 6) + | ((in[46 + inpos]) << 36); + out[22 + outpos] = ((in[46 + inpos]) >>> (30 - 2)) + | ((in[47 + inpos]) << 2) + | ((in[48 + inpos]) << 32) + | ((in[49 + inpos]) << 62); + out[23 + outpos] = ((in[49 + inpos]) >>> (30 - 28)) + | ((in[50 + inpos]) << 28) + | ((in[51 + inpos]) << 58); + out[24 + outpos] = ((in[51 + inpos]) >>> (30 - 24)) + | ((in[52 + inpos]) << 24) + | ((in[53 + inpos]) << 54); + out[25 + outpos] = ((in[53 + inpos]) >>> (30 - 20)) + | ((in[54 + inpos]) << 20) + | ((in[55 + inpos]) << 50); + out[26 + outpos] = ((in[55 + inpos]) >>> (30 - 16)) + | ((in[56 + inpos]) << 16) + | ((in[57 + inpos]) << 46); + out[27 + outpos] = ((in[57 + inpos]) >>> (30 - 12)) + | ((in[58 + inpos]) << 12) + | ((in[59 + inpos]) << 42); + out[28 + outpos] = ((in[59 + inpos]) >>> (30 - 8)) + | ((in[60 + inpos]) << 8) + | ((in[61 + inpos]) << 38); + out[29 + outpos] = ((in[61 + inpos]) >>> (30 - 4)) + | ((in[62 + inpos]) << 4) + | ((in[63 + inpos]) << 34); + } + + protected static void fastpackwithoutmask31(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 31) + | ((in[2 + inpos]) << 62); + out[1 + outpos] = ((in[2 + inpos]) >>> (31 - 29)) + | ((in[3 + inpos]) << 29) + | ((in[4 + inpos]) << 60); + out[2 + outpos] = ((in[4 + inpos]) >>> (31 - 27)) + | ((in[5 + inpos]) << 27) + | ((in[6 + inpos]) << 58); + out[3 + outpos] = ((in[6 + inpos]) >>> (31 - 25)) + | ((in[7 + inpos]) << 25) + | ((in[8 + inpos]) << 56); + out[4 + outpos] = ((in[8 + inpos]) >>> (31 - 23)) + | ((in[9 + inpos]) << 23) + | ((in[10 + inpos]) << 54); + out[5 + outpos] = ((in[10 + inpos]) >>> (31 - 21)) + | ((in[11 + inpos]) << 21) + | ((in[12 + inpos]) << 52); + out[6 + outpos] = ((in[12 + inpos]) >>> (31 - 19)) + | ((in[13 + inpos]) << 19) + | ((in[14 + inpos]) << 50); + out[7 + outpos] = ((in[14 + inpos]) >>> (31 - 17)) + | ((in[15 + inpos]) << 17) + | ((in[16 + inpos]) << 48); + out[8 + outpos] = ((in[16 + inpos]) >>> (31 - 15)) + | ((in[17 + inpos]) << 15) + | ((in[18 + inpos]) << 46); + out[9 + outpos] = ((in[18 + inpos]) >>> (31 - 13)) + | ((in[19 + inpos]) << 13) + | ((in[20 + inpos]) << 44); + out[10 + outpos] = ((in[20 + inpos]) >>> (31 - 11)) + | ((in[21 + inpos]) << 11) + | ((in[22 + inpos]) << 42); + out[11 + outpos] = ((in[22 + inpos]) >>> (31 - 9)) + | ((in[23 + inpos]) << 9) + | ((in[24 + inpos]) << 40); + out[12 + outpos] = ((in[24 + inpos]) >>> (31 - 7)) + | ((in[25 + inpos]) << 7) + | ((in[26 + inpos]) << 38); + out[13 + outpos] = ((in[26 + inpos]) >>> (31 - 5)) + | ((in[27 + inpos]) << 5) + | ((in[28 + inpos]) << 36); + out[14 + outpos] = ((in[28 + inpos]) >>> (31 - 3)) + | ((in[29 + inpos]) << 3) + | ((in[30 + inpos]) << 34); + out[15 + outpos] = ((in[30 + inpos]) >>> (31 - 1)) + | ((in[31 + inpos]) << 1) + | ((in[32 + inpos]) << 32) + | ((in[33 + inpos]) << 63); + out[16 + outpos] = ((in[33 + inpos]) >>> (31 - 30)) + | ((in[34 + inpos]) << 30) + | ((in[35 + inpos]) << 61); + out[17 + outpos] = ((in[35 + inpos]) >>> (31 - 28)) + | ((in[36 + inpos]) << 28) + | ((in[37 + inpos]) << 59); + out[18 + outpos] = ((in[37 + inpos]) >>> (31 - 26)) + | ((in[38 + inpos]) << 26) + | ((in[39 + inpos]) << 57); + out[19 + outpos] = ((in[39 + inpos]) >>> (31 - 24)) + | ((in[40 + inpos]) << 24) + | ((in[41 + inpos]) << 55); + out[20 + outpos] = ((in[41 + inpos]) >>> (31 - 22)) + | ((in[42 + inpos]) << 22) + | ((in[43 + inpos]) << 53); + out[21 + outpos] = ((in[43 + inpos]) >>> (31 - 20)) + | ((in[44 + inpos]) << 20) + | ((in[45 + inpos]) << 51); + out[22 + outpos] = ((in[45 + inpos]) >>> (31 - 18)) + | ((in[46 + inpos]) << 18) + | ((in[47 + inpos]) << 49); + out[23 + outpos] = ((in[47 + inpos]) >>> (31 - 16)) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 47); + out[24 + outpos] = ((in[49 + inpos]) >>> (31 - 14)) + | ((in[50 + inpos]) << 14) + | ((in[51 + inpos]) << 45); + out[25 + outpos] = ((in[51 + inpos]) >>> (31 - 12)) + | ((in[52 + inpos]) << 12) + | ((in[53 + inpos]) << 43); + out[26 + outpos] = ((in[53 + inpos]) >>> (31 - 10)) + | ((in[54 + inpos]) << 10) + | ((in[55 + inpos]) << 41); + out[27 + outpos] = ((in[55 + inpos]) >>> (31 - 8)) + | ((in[56 + inpos]) << 8) + | ((in[57 + inpos]) << 39); + out[28 + outpos] = ((in[57 + inpos]) >>> (31 - 6)) + | ((in[58 + inpos]) << 6) + | ((in[59 + inpos]) << 37); + out[29 + outpos] = ((in[59 + inpos]) >>> (31 - 4)) + | ((in[60 + inpos]) << 4) + | ((in[61 + inpos]) << 35); + out[30 + outpos] = ((in[61 + inpos]) >>> (31 - 2)) + | ((in[62 + inpos]) << 2) + | ((in[63 + inpos]) << 33); + } + + protected static void fastpackwithoutmask32(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 32); + out[1 + outpos] = in[2 + inpos] + | ((in[3 + inpos]) << 32); + out[2 + outpos] = in[4 + inpos] + | ((in[5 + inpos]) << 32); + out[3 + outpos] = in[6 + inpos] + | ((in[7 + inpos]) << 32); + out[4 + outpos] = in[8 + inpos] + | ((in[9 + inpos]) << 32); + out[5 + outpos] = in[10 + inpos] + | ((in[11 + inpos]) << 32); + out[6 + outpos] = in[12 + inpos] + | ((in[13 + inpos]) << 32); + out[7 + outpos] = in[14 + inpos] + | ((in[15 + inpos]) << 32); + out[8 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 32); + out[9 + outpos] = in[18 + inpos] + | ((in[19 + inpos]) << 32); + out[10 + outpos] = in[20 + inpos] + | ((in[21 + inpos]) << 32); + out[11 + outpos] = in[22 + inpos] + | ((in[23 + inpos]) << 32); + out[12 + outpos] = in[24 + inpos] + | ((in[25 + inpos]) << 32); + out[13 + outpos] = in[26 + inpos] + | ((in[27 + inpos]) << 32); + out[14 + outpos] = in[28 + inpos] + | ((in[29 + inpos]) << 32); + out[15 + outpos] = in[30 + inpos] + | ((in[31 + inpos]) << 32); + out[16 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 32); + out[17 + outpos] = in[34 + inpos] + | ((in[35 + inpos]) << 32); + out[18 + outpos] = in[36 + inpos] + | ((in[37 + inpos]) << 32); + out[19 + outpos] = in[38 + inpos] + | ((in[39 + inpos]) << 32); + out[20 + outpos] = in[40 + inpos] + | ((in[41 + inpos]) << 32); + out[21 + outpos] = in[42 + inpos] + | ((in[43 + inpos]) << 32); + out[22 + outpos] = in[44 + inpos] + | ((in[45 + inpos]) << 32); + out[23 + outpos] = in[46 + inpos] + | ((in[47 + inpos]) << 32); + out[24 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 32); + out[25 + outpos] = in[50 + inpos] + | ((in[51 + inpos]) << 32); + out[26 + outpos] = in[52 + inpos] + | ((in[53 + inpos]) << 32); + out[27 + outpos] = in[54 + inpos] + | ((in[55 + inpos]) << 32); + out[28 + outpos] = in[56 + inpos] + | ((in[57 + inpos]) << 32); + out[29 + outpos] = in[58 + inpos] + | ((in[59 + inpos]) << 32); + out[30 + outpos] = in[60 + inpos] + | ((in[61 + inpos]) << 32); + out[31 + outpos] = in[62 + inpos] + | ((in[63 + inpos]) << 32); + } + + protected static void fastpackwithoutmask33(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 33); + out[1 + outpos] = ((in[1 + inpos]) >>> (33 - 2)) + | ((in[2 + inpos]) << 2) + | ((in[3 + inpos]) << 35); + out[2 + outpos] = ((in[3 + inpos]) >>> (33 - 4)) + | ((in[4 + inpos]) << 4) + | ((in[5 + inpos]) << 37); + out[3 + outpos] = ((in[5 + inpos]) >>> (33 - 6)) + | ((in[6 + inpos]) << 6) + | ((in[7 + inpos]) << 39); + out[4 + outpos] = ((in[7 + inpos]) >>> (33 - 8)) + | ((in[8 + inpos]) << 8) + | ((in[9 + inpos]) << 41); + out[5 + outpos] = ((in[9 + inpos]) >>> (33 - 10)) + | ((in[10 + inpos]) << 10) + | ((in[11 + inpos]) << 43); + out[6 + outpos] = ((in[11 + inpos]) >>> (33 - 12)) + | ((in[12 + inpos]) << 12) + | ((in[13 + inpos]) << 45); + out[7 + outpos] = ((in[13 + inpos]) >>> (33 - 14)) + | ((in[14 + inpos]) << 14) + | ((in[15 + inpos]) << 47); + out[8 + outpos] = ((in[15 + inpos]) >>> (33 - 16)) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 49); + out[9 + outpos] = ((in[17 + inpos]) >>> (33 - 18)) + | ((in[18 + inpos]) << 18) + | ((in[19 + inpos]) << 51); + out[10 + outpos] = ((in[19 + inpos]) >>> (33 - 20)) + | ((in[20 + inpos]) << 20) + | ((in[21 + inpos]) << 53); + out[11 + outpos] = ((in[21 + inpos]) >>> (33 - 22)) + | ((in[22 + inpos]) << 22) + | ((in[23 + inpos]) << 55); + out[12 + outpos] = ((in[23 + inpos]) >>> (33 - 24)) + | ((in[24 + inpos]) << 24) + | ((in[25 + inpos]) << 57); + out[13 + outpos] = ((in[25 + inpos]) >>> (33 - 26)) + | ((in[26 + inpos]) << 26) + | ((in[27 + inpos]) << 59); + out[14 + outpos] = ((in[27 + inpos]) >>> (33 - 28)) + | ((in[28 + inpos]) << 28) + | ((in[29 + inpos]) << 61); + out[15 + outpos] = ((in[29 + inpos]) >>> (33 - 30)) + | ((in[30 + inpos]) << 30) + | ((in[31 + inpos]) << 63); + out[16 + outpos] = ((in[31 + inpos]) >>> (33 - 32)) + | ((in[32 + inpos]) << 32); + out[17 + outpos] = ((in[32 + inpos]) >>> (33 - 1)) + | ((in[33 + inpos]) << 1) + | ((in[34 + inpos]) << 34); + out[18 + outpos] = ((in[34 + inpos]) >>> (33 - 3)) + | ((in[35 + inpos]) << 3) + | ((in[36 + inpos]) << 36); + out[19 + outpos] = ((in[36 + inpos]) >>> (33 - 5)) + | ((in[37 + inpos]) << 5) + | ((in[38 + inpos]) << 38); + out[20 + outpos] = ((in[38 + inpos]) >>> (33 - 7)) + | ((in[39 + inpos]) << 7) + | ((in[40 + inpos]) << 40); + out[21 + outpos] = ((in[40 + inpos]) >>> (33 - 9)) + | ((in[41 + inpos]) << 9) + | ((in[42 + inpos]) << 42); + out[22 + outpos] = ((in[42 + inpos]) >>> (33 - 11)) + | ((in[43 + inpos]) << 11) + | ((in[44 + inpos]) << 44); + out[23 + outpos] = ((in[44 + inpos]) >>> (33 - 13)) + | ((in[45 + inpos]) << 13) + | ((in[46 + inpos]) << 46); + out[24 + outpos] = ((in[46 + inpos]) >>> (33 - 15)) + | ((in[47 + inpos]) << 15) + | ((in[48 + inpos]) << 48); + out[25 + outpos] = ((in[48 + inpos]) >>> (33 - 17)) + | ((in[49 + inpos]) << 17) + | ((in[50 + inpos]) << 50); + out[26 + outpos] = ((in[50 + inpos]) >>> (33 - 19)) + | ((in[51 + inpos]) << 19) + | ((in[52 + inpos]) << 52); + out[27 + outpos] = ((in[52 + inpos]) >>> (33 - 21)) + | ((in[53 + inpos]) << 21) + | ((in[54 + inpos]) << 54); + out[28 + outpos] = ((in[54 + inpos]) >>> (33 - 23)) + | ((in[55 + inpos]) << 23) + | ((in[56 + inpos]) << 56); + out[29 + outpos] = ((in[56 + inpos]) >>> (33 - 25)) + | ((in[57 + inpos]) << 25) + | ((in[58 + inpos]) << 58); + out[30 + outpos] = ((in[58 + inpos]) >>> (33 - 27)) + | ((in[59 + inpos]) << 27) + | ((in[60 + inpos]) << 60); + out[31 + outpos] = ((in[60 + inpos]) >>> (33 - 29)) + | ((in[61 + inpos]) << 29) + | ((in[62 + inpos]) << 62); + out[32 + outpos] = ((in[62 + inpos]) >>> (33 - 31)) + | ((in[63 + inpos]) << 31); + } + + protected static void fastpackwithoutmask34(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 34); + out[1 + outpos] = ((in[1 + inpos]) >>> (34 - 4)) + | ((in[2 + inpos]) << 4) + | ((in[3 + inpos]) << 38); + out[2 + outpos] = ((in[3 + inpos]) >>> (34 - 8)) + | ((in[4 + inpos]) << 8) + | ((in[5 + inpos]) << 42); + out[3 + outpos] = ((in[5 + inpos]) >>> (34 - 12)) + | ((in[6 + inpos]) << 12) + | ((in[7 + inpos]) << 46); + out[4 + outpos] = ((in[7 + inpos]) >>> (34 - 16)) + | ((in[8 + inpos]) << 16) + | ((in[9 + inpos]) << 50); + out[5 + outpos] = ((in[9 + inpos]) >>> (34 - 20)) + | ((in[10 + inpos]) << 20) + | ((in[11 + inpos]) << 54); + out[6 + outpos] = ((in[11 + inpos]) >>> (34 - 24)) + | ((in[12 + inpos]) << 24) + | ((in[13 + inpos]) << 58); + out[7 + outpos] = ((in[13 + inpos]) >>> (34 - 28)) + | ((in[14 + inpos]) << 28) + | ((in[15 + inpos]) << 62); + out[8 + outpos] = ((in[15 + inpos]) >>> (34 - 32)) + | ((in[16 + inpos]) << 32); + out[9 + outpos] = ((in[16 + inpos]) >>> (34 - 2)) + | ((in[17 + inpos]) << 2) + | ((in[18 + inpos]) << 36); + out[10 + outpos] = ((in[18 + inpos]) >>> (34 - 6)) + | ((in[19 + inpos]) << 6) + | ((in[20 + inpos]) << 40); + out[11 + outpos] = ((in[20 + inpos]) >>> (34 - 10)) + | ((in[21 + inpos]) << 10) + | ((in[22 + inpos]) << 44); + out[12 + outpos] = ((in[22 + inpos]) >>> (34 - 14)) + | ((in[23 + inpos]) << 14) + | ((in[24 + inpos]) << 48); + out[13 + outpos] = ((in[24 + inpos]) >>> (34 - 18)) + | ((in[25 + inpos]) << 18) + | ((in[26 + inpos]) << 52); + out[14 + outpos] = ((in[26 + inpos]) >>> (34 - 22)) + | ((in[27 + inpos]) << 22) + | ((in[28 + inpos]) << 56); + out[15 + outpos] = ((in[28 + inpos]) >>> (34 - 26)) + | ((in[29 + inpos]) << 26) + | ((in[30 + inpos]) << 60); + out[16 + outpos] = ((in[30 + inpos]) >>> (34 - 30)) + | ((in[31 + inpos]) << 30); + out[17 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 34); + out[18 + outpos] = ((in[33 + inpos]) >>> (34 - 4)) + | ((in[34 + inpos]) << 4) + | ((in[35 + inpos]) << 38); + out[19 + outpos] = ((in[35 + inpos]) >>> (34 - 8)) + | ((in[36 + inpos]) << 8) + | ((in[37 + inpos]) << 42); + out[20 + outpos] = ((in[37 + inpos]) >>> (34 - 12)) + | ((in[38 + inpos]) << 12) + | ((in[39 + inpos]) << 46); + out[21 + outpos] = ((in[39 + inpos]) >>> (34 - 16)) + | ((in[40 + inpos]) << 16) + | ((in[41 + inpos]) << 50); + out[22 + outpos] = ((in[41 + inpos]) >>> (34 - 20)) + | ((in[42 + inpos]) << 20) + | ((in[43 + inpos]) << 54); + out[23 + outpos] = ((in[43 + inpos]) >>> (34 - 24)) + | ((in[44 + inpos]) << 24) + | ((in[45 + inpos]) << 58); + out[24 + outpos] = ((in[45 + inpos]) >>> (34 - 28)) + | ((in[46 + inpos]) << 28) + | ((in[47 + inpos]) << 62); + out[25 + outpos] = ((in[47 + inpos]) >>> (34 - 32)) + | ((in[48 + inpos]) << 32); + out[26 + outpos] = ((in[48 + inpos]) >>> (34 - 2)) + | ((in[49 + inpos]) << 2) + | ((in[50 + inpos]) << 36); + out[27 + outpos] = ((in[50 + inpos]) >>> (34 - 6)) + | ((in[51 + inpos]) << 6) + | ((in[52 + inpos]) << 40); + out[28 + outpos] = ((in[52 + inpos]) >>> (34 - 10)) + | ((in[53 + inpos]) << 10) + | ((in[54 + inpos]) << 44); + out[29 + outpos] = ((in[54 + inpos]) >>> (34 - 14)) + | ((in[55 + inpos]) << 14) + | ((in[56 + inpos]) << 48); + out[30 + outpos] = ((in[56 + inpos]) >>> (34 - 18)) + | ((in[57 + inpos]) << 18) + | ((in[58 + inpos]) << 52); + out[31 + outpos] = ((in[58 + inpos]) >>> (34 - 22)) + | ((in[59 + inpos]) << 22) + | ((in[60 + inpos]) << 56); + out[32 + outpos] = ((in[60 + inpos]) >>> (34 - 26)) + | ((in[61 + inpos]) << 26) + | ((in[62 + inpos]) << 60); + out[33 + outpos] = ((in[62 + inpos]) >>> (34 - 30)) + | ((in[63 + inpos]) << 30); + } + + protected static void fastpackwithoutmask35(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 35); + out[1 + outpos] = ((in[1 + inpos]) >>> (35 - 6)) + | ((in[2 + inpos]) << 6) + | ((in[3 + inpos]) << 41); + out[2 + outpos] = ((in[3 + inpos]) >>> (35 - 12)) + | ((in[4 + inpos]) << 12) + | ((in[5 + inpos]) << 47); + out[3 + outpos] = ((in[5 + inpos]) >>> (35 - 18)) + | ((in[6 + inpos]) << 18) + | ((in[7 + inpos]) << 53); + out[4 + outpos] = ((in[7 + inpos]) >>> (35 - 24)) + | ((in[8 + inpos]) << 24) + | ((in[9 + inpos]) << 59); + out[5 + outpos] = ((in[9 + inpos]) >>> (35 - 30)) + | ((in[10 + inpos]) << 30); + out[6 + outpos] = ((in[10 + inpos]) >>> (35 - 1)) + | ((in[11 + inpos]) << 1) + | ((in[12 + inpos]) << 36); + out[7 + outpos] = ((in[12 + inpos]) >>> (35 - 7)) + | ((in[13 + inpos]) << 7) + | ((in[14 + inpos]) << 42); + out[8 + outpos] = ((in[14 + inpos]) >>> (35 - 13)) + | ((in[15 + inpos]) << 13) + | ((in[16 + inpos]) << 48); + out[9 + outpos] = ((in[16 + inpos]) >>> (35 - 19)) + | ((in[17 + inpos]) << 19) + | ((in[18 + inpos]) << 54); + out[10 + outpos] = ((in[18 + inpos]) >>> (35 - 25)) + | ((in[19 + inpos]) << 25) + | ((in[20 + inpos]) << 60); + out[11 + outpos] = ((in[20 + inpos]) >>> (35 - 31)) + | ((in[21 + inpos]) << 31); + out[12 + outpos] = ((in[21 + inpos]) >>> (35 - 2)) + | ((in[22 + inpos]) << 2) + | ((in[23 + inpos]) << 37); + out[13 + outpos] = ((in[23 + inpos]) >>> (35 - 8)) + | ((in[24 + inpos]) << 8) + | ((in[25 + inpos]) << 43); + out[14 + outpos] = ((in[25 + inpos]) >>> (35 - 14)) + | ((in[26 + inpos]) << 14) + | ((in[27 + inpos]) << 49); + out[15 + outpos] = ((in[27 + inpos]) >>> (35 - 20)) + | ((in[28 + inpos]) << 20) + | ((in[29 + inpos]) << 55); + out[16 + outpos] = ((in[29 + inpos]) >>> (35 - 26)) + | ((in[30 + inpos]) << 26) + | ((in[31 + inpos]) << 61); + out[17 + outpos] = ((in[31 + inpos]) >>> (35 - 32)) + | ((in[32 + inpos]) << 32); + out[18 + outpos] = ((in[32 + inpos]) >>> (35 - 3)) + | ((in[33 + inpos]) << 3) + | ((in[34 + inpos]) << 38); + out[19 + outpos] = ((in[34 + inpos]) >>> (35 - 9)) + | ((in[35 + inpos]) << 9) + | ((in[36 + inpos]) << 44); + out[20 + outpos] = ((in[36 + inpos]) >>> (35 - 15)) + | ((in[37 + inpos]) << 15) + | ((in[38 + inpos]) << 50); + out[21 + outpos] = ((in[38 + inpos]) >>> (35 - 21)) + | ((in[39 + inpos]) << 21) + | ((in[40 + inpos]) << 56); + out[22 + outpos] = ((in[40 + inpos]) >>> (35 - 27)) + | ((in[41 + inpos]) << 27) + | ((in[42 + inpos]) << 62); + out[23 + outpos] = ((in[42 + inpos]) >>> (35 - 33)) + | ((in[43 + inpos]) << 33); + out[24 + outpos] = ((in[43 + inpos]) >>> (35 - 4)) + | ((in[44 + inpos]) << 4) + | ((in[45 + inpos]) << 39); + out[25 + outpos] = ((in[45 + inpos]) >>> (35 - 10)) + | ((in[46 + inpos]) << 10) + | ((in[47 + inpos]) << 45); + out[26 + outpos] = ((in[47 + inpos]) >>> (35 - 16)) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 51); + out[27 + outpos] = ((in[49 + inpos]) >>> (35 - 22)) + | ((in[50 + inpos]) << 22) + | ((in[51 + inpos]) << 57); + out[28 + outpos] = ((in[51 + inpos]) >>> (35 - 28)) + | ((in[52 + inpos]) << 28) + | ((in[53 + inpos]) << 63); + out[29 + outpos] = ((in[53 + inpos]) >>> (35 - 34)) + | ((in[54 + inpos]) << 34); + out[30 + outpos] = ((in[54 + inpos]) >>> (35 - 5)) + | ((in[55 + inpos]) << 5) + | ((in[56 + inpos]) << 40); + out[31 + outpos] = ((in[56 + inpos]) >>> (35 - 11)) + | ((in[57 + inpos]) << 11) + | ((in[58 + inpos]) << 46); + out[32 + outpos] = ((in[58 + inpos]) >>> (35 - 17)) + | ((in[59 + inpos]) << 17) + | ((in[60 + inpos]) << 52); + out[33 + outpos] = ((in[60 + inpos]) >>> (35 - 23)) + | ((in[61 + inpos]) << 23) + | ((in[62 + inpos]) << 58); + out[34 + outpos] = ((in[62 + inpos]) >>> (35 - 29)) + | ((in[63 + inpos]) << 29); + } + + protected static void fastpackwithoutmask36(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 36); + out[1 + outpos] = ((in[1 + inpos]) >>> (36 - 8)) + | ((in[2 + inpos]) << 8) + | ((in[3 + inpos]) << 44); + out[2 + outpos] = ((in[3 + inpos]) >>> (36 - 16)) + | ((in[4 + inpos]) << 16) + | ((in[5 + inpos]) << 52); + out[3 + outpos] = ((in[5 + inpos]) >>> (36 - 24)) + | ((in[6 + inpos]) << 24) + | ((in[7 + inpos]) << 60); + out[4 + outpos] = ((in[7 + inpos]) >>> (36 - 32)) + | ((in[8 + inpos]) << 32); + out[5 + outpos] = ((in[8 + inpos]) >>> (36 - 4)) + | ((in[9 + inpos]) << 4) + | ((in[10 + inpos]) << 40); + out[6 + outpos] = ((in[10 + inpos]) >>> (36 - 12)) + | ((in[11 + inpos]) << 12) + | ((in[12 + inpos]) << 48); + out[7 + outpos] = ((in[12 + inpos]) >>> (36 - 20)) + | ((in[13 + inpos]) << 20) + | ((in[14 + inpos]) << 56); + out[8 + outpos] = ((in[14 + inpos]) >>> (36 - 28)) + | ((in[15 + inpos]) << 28); + out[9 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 36); + out[10 + outpos] = ((in[17 + inpos]) >>> (36 - 8)) + | ((in[18 + inpos]) << 8) + | ((in[19 + inpos]) << 44); + out[11 + outpos] = ((in[19 + inpos]) >>> (36 - 16)) + | ((in[20 + inpos]) << 16) + | ((in[21 + inpos]) << 52); + out[12 + outpos] = ((in[21 + inpos]) >>> (36 - 24)) + | ((in[22 + inpos]) << 24) + | ((in[23 + inpos]) << 60); + out[13 + outpos] = ((in[23 + inpos]) >>> (36 - 32)) + | ((in[24 + inpos]) << 32); + out[14 + outpos] = ((in[24 + inpos]) >>> (36 - 4)) + | ((in[25 + inpos]) << 4) + | ((in[26 + inpos]) << 40); + out[15 + outpos] = ((in[26 + inpos]) >>> (36 - 12)) + | ((in[27 + inpos]) << 12) + | ((in[28 + inpos]) << 48); + out[16 + outpos] = ((in[28 + inpos]) >>> (36 - 20)) + | ((in[29 + inpos]) << 20) + | ((in[30 + inpos]) << 56); + out[17 + outpos] = ((in[30 + inpos]) >>> (36 - 28)) + | ((in[31 + inpos]) << 28); + out[18 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 36); + out[19 + outpos] = ((in[33 + inpos]) >>> (36 - 8)) + | ((in[34 + inpos]) << 8) + | ((in[35 + inpos]) << 44); + out[20 + outpos] = ((in[35 + inpos]) >>> (36 - 16)) + | ((in[36 + inpos]) << 16) + | ((in[37 + inpos]) << 52); + out[21 + outpos] = ((in[37 + inpos]) >>> (36 - 24)) + | ((in[38 + inpos]) << 24) + | ((in[39 + inpos]) << 60); + out[22 + outpos] = ((in[39 + inpos]) >>> (36 - 32)) + | ((in[40 + inpos]) << 32); + out[23 + outpos] = ((in[40 + inpos]) >>> (36 - 4)) + | ((in[41 + inpos]) << 4) + | ((in[42 + inpos]) << 40); + out[24 + outpos] = ((in[42 + inpos]) >>> (36 - 12)) + | ((in[43 + inpos]) << 12) + | ((in[44 + inpos]) << 48); + out[25 + outpos] = ((in[44 + inpos]) >>> (36 - 20)) + | ((in[45 + inpos]) << 20) + | ((in[46 + inpos]) << 56); + out[26 + outpos] = ((in[46 + inpos]) >>> (36 - 28)) + | ((in[47 + inpos]) << 28); + out[27 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 36); + out[28 + outpos] = ((in[49 + inpos]) >>> (36 - 8)) + | ((in[50 + inpos]) << 8) + | ((in[51 + inpos]) << 44); + out[29 + outpos] = ((in[51 + inpos]) >>> (36 - 16)) + | ((in[52 + inpos]) << 16) + | ((in[53 + inpos]) << 52); + out[30 + outpos] = ((in[53 + inpos]) >>> (36 - 24)) + | ((in[54 + inpos]) << 24) + | ((in[55 + inpos]) << 60); + out[31 + outpos] = ((in[55 + inpos]) >>> (36 - 32)) + | ((in[56 + inpos]) << 32); + out[32 + outpos] = ((in[56 + inpos]) >>> (36 - 4)) + | ((in[57 + inpos]) << 4) + | ((in[58 + inpos]) << 40); + out[33 + outpos] = ((in[58 + inpos]) >>> (36 - 12)) + | ((in[59 + inpos]) << 12) + | ((in[60 + inpos]) << 48); + out[34 + outpos] = ((in[60 + inpos]) >>> (36 - 20)) + | ((in[61 + inpos]) << 20) + | ((in[62 + inpos]) << 56); + out[35 + outpos] = ((in[62 + inpos]) >>> (36 - 28)) + | ((in[63 + inpos]) << 28); + } + + protected static void fastpackwithoutmask37(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 37); + out[1 + outpos] = ((in[1 + inpos]) >>> (37 - 10)) + | ((in[2 + inpos]) << 10) + | ((in[3 + inpos]) << 47); + out[2 + outpos] = ((in[3 + inpos]) >>> (37 - 20)) + | ((in[4 + inpos]) << 20) + | ((in[5 + inpos]) << 57); + out[3 + outpos] = ((in[5 + inpos]) >>> (37 - 30)) + | ((in[6 + inpos]) << 30); + out[4 + outpos] = ((in[6 + inpos]) >>> (37 - 3)) + | ((in[7 + inpos]) << 3) + | ((in[8 + inpos]) << 40); + out[5 + outpos] = ((in[8 + inpos]) >>> (37 - 13)) + | ((in[9 + inpos]) << 13) + | ((in[10 + inpos]) << 50); + out[6 + outpos] = ((in[10 + inpos]) >>> (37 - 23)) + | ((in[11 + inpos]) << 23) + | ((in[12 + inpos]) << 60); + out[7 + outpos] = ((in[12 + inpos]) >>> (37 - 33)) + | ((in[13 + inpos]) << 33); + out[8 + outpos] = ((in[13 + inpos]) >>> (37 - 6)) + | ((in[14 + inpos]) << 6) + | ((in[15 + inpos]) << 43); + out[9 + outpos] = ((in[15 + inpos]) >>> (37 - 16)) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 53); + out[10 + outpos] = ((in[17 + inpos]) >>> (37 - 26)) + | ((in[18 + inpos]) << 26) + | ((in[19 + inpos]) << 63); + out[11 + outpos] = ((in[19 + inpos]) >>> (37 - 36)) + | ((in[20 + inpos]) << 36); + out[12 + outpos] = ((in[20 + inpos]) >>> (37 - 9)) + | ((in[21 + inpos]) << 9) + | ((in[22 + inpos]) << 46); + out[13 + outpos] = ((in[22 + inpos]) >>> (37 - 19)) + | ((in[23 + inpos]) << 19) + | ((in[24 + inpos]) << 56); + out[14 + outpos] = ((in[24 + inpos]) >>> (37 - 29)) + | ((in[25 + inpos]) << 29); + out[15 + outpos] = ((in[25 + inpos]) >>> (37 - 2)) + | ((in[26 + inpos]) << 2) + | ((in[27 + inpos]) << 39); + out[16 + outpos] = ((in[27 + inpos]) >>> (37 - 12)) + | ((in[28 + inpos]) << 12) + | ((in[29 + inpos]) << 49); + out[17 + outpos] = ((in[29 + inpos]) >>> (37 - 22)) + | ((in[30 + inpos]) << 22) + | ((in[31 + inpos]) << 59); + out[18 + outpos] = ((in[31 + inpos]) >>> (37 - 32)) + | ((in[32 + inpos]) << 32); + out[19 + outpos] = ((in[32 + inpos]) >>> (37 - 5)) + | ((in[33 + inpos]) << 5) + | ((in[34 + inpos]) << 42); + out[20 + outpos] = ((in[34 + inpos]) >>> (37 - 15)) + | ((in[35 + inpos]) << 15) + | ((in[36 + inpos]) << 52); + out[21 + outpos] = ((in[36 + inpos]) >>> (37 - 25)) + | ((in[37 + inpos]) << 25) + | ((in[38 + inpos]) << 62); + out[22 + outpos] = ((in[38 + inpos]) >>> (37 - 35)) + | ((in[39 + inpos]) << 35); + out[23 + outpos] = ((in[39 + inpos]) >>> (37 - 8)) + | ((in[40 + inpos]) << 8) + | ((in[41 + inpos]) << 45); + out[24 + outpos] = ((in[41 + inpos]) >>> (37 - 18)) + | ((in[42 + inpos]) << 18) + | ((in[43 + inpos]) << 55); + out[25 + outpos] = ((in[43 + inpos]) >>> (37 - 28)) + | ((in[44 + inpos]) << 28); + out[26 + outpos] = ((in[44 + inpos]) >>> (37 - 1)) + | ((in[45 + inpos]) << 1) + | ((in[46 + inpos]) << 38); + out[27 + outpos] = ((in[46 + inpos]) >>> (37 - 11)) + | ((in[47 + inpos]) << 11) + | ((in[48 + inpos]) << 48); + out[28 + outpos] = ((in[48 + inpos]) >>> (37 - 21)) + | ((in[49 + inpos]) << 21) + | ((in[50 + inpos]) << 58); + out[29 + outpos] = ((in[50 + inpos]) >>> (37 - 31)) + | ((in[51 + inpos]) << 31); + out[30 + outpos] = ((in[51 + inpos]) >>> (37 - 4)) + | ((in[52 + inpos]) << 4) + | ((in[53 + inpos]) << 41); + out[31 + outpos] = ((in[53 + inpos]) >>> (37 - 14)) + | ((in[54 + inpos]) << 14) + | ((in[55 + inpos]) << 51); + out[32 + outpos] = ((in[55 + inpos]) >>> (37 - 24)) + | ((in[56 + inpos]) << 24) + | ((in[57 + inpos]) << 61); + out[33 + outpos] = ((in[57 + inpos]) >>> (37 - 34)) + | ((in[58 + inpos]) << 34); + out[34 + outpos] = ((in[58 + inpos]) >>> (37 - 7)) + | ((in[59 + inpos]) << 7) + | ((in[60 + inpos]) << 44); + out[35 + outpos] = ((in[60 + inpos]) >>> (37 - 17)) + | ((in[61 + inpos]) << 17) + | ((in[62 + inpos]) << 54); + out[36 + outpos] = ((in[62 + inpos]) >>> (37 - 27)) + | ((in[63 + inpos]) << 27); + } + + protected static void fastpackwithoutmask38(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 38); + out[1 + outpos] = ((in[1 + inpos]) >>> (38 - 12)) + | ((in[2 + inpos]) << 12) + | ((in[3 + inpos]) << 50); + out[2 + outpos] = ((in[3 + inpos]) >>> (38 - 24)) + | ((in[4 + inpos]) << 24) + | ((in[5 + inpos]) << 62); + out[3 + outpos] = ((in[5 + inpos]) >>> (38 - 36)) + | ((in[6 + inpos]) << 36); + out[4 + outpos] = ((in[6 + inpos]) >>> (38 - 10)) + | ((in[7 + inpos]) << 10) + | ((in[8 + inpos]) << 48); + out[5 + outpos] = ((in[8 + inpos]) >>> (38 - 22)) + | ((in[9 + inpos]) << 22) + | ((in[10 + inpos]) << 60); + out[6 + outpos] = ((in[10 + inpos]) >>> (38 - 34)) + | ((in[11 + inpos]) << 34); + out[7 + outpos] = ((in[11 + inpos]) >>> (38 - 8)) + | ((in[12 + inpos]) << 8) + | ((in[13 + inpos]) << 46); + out[8 + outpos] = ((in[13 + inpos]) >>> (38 - 20)) + | ((in[14 + inpos]) << 20) + | ((in[15 + inpos]) << 58); + out[9 + outpos] = ((in[15 + inpos]) >>> (38 - 32)) + | ((in[16 + inpos]) << 32); + out[10 + outpos] = ((in[16 + inpos]) >>> (38 - 6)) + | ((in[17 + inpos]) << 6) + | ((in[18 + inpos]) << 44); + out[11 + outpos] = ((in[18 + inpos]) >>> (38 - 18)) + | ((in[19 + inpos]) << 18) + | ((in[20 + inpos]) << 56); + out[12 + outpos] = ((in[20 + inpos]) >>> (38 - 30)) + | ((in[21 + inpos]) << 30); + out[13 + outpos] = ((in[21 + inpos]) >>> (38 - 4)) + | ((in[22 + inpos]) << 4) + | ((in[23 + inpos]) << 42); + out[14 + outpos] = ((in[23 + inpos]) >>> (38 - 16)) + | ((in[24 + inpos]) << 16) + | ((in[25 + inpos]) << 54); + out[15 + outpos] = ((in[25 + inpos]) >>> (38 - 28)) + | ((in[26 + inpos]) << 28); + out[16 + outpos] = ((in[26 + inpos]) >>> (38 - 2)) + | ((in[27 + inpos]) << 2) + | ((in[28 + inpos]) << 40); + out[17 + outpos] = ((in[28 + inpos]) >>> (38 - 14)) + | ((in[29 + inpos]) << 14) + | ((in[30 + inpos]) << 52); + out[18 + outpos] = ((in[30 + inpos]) >>> (38 - 26)) + | ((in[31 + inpos]) << 26); + out[19 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 38); + out[20 + outpos] = ((in[33 + inpos]) >>> (38 - 12)) + | ((in[34 + inpos]) << 12) + | ((in[35 + inpos]) << 50); + out[21 + outpos] = ((in[35 + inpos]) >>> (38 - 24)) + | ((in[36 + inpos]) << 24) + | ((in[37 + inpos]) << 62); + out[22 + outpos] = ((in[37 + inpos]) >>> (38 - 36)) + | ((in[38 + inpos]) << 36); + out[23 + outpos] = ((in[38 + inpos]) >>> (38 - 10)) + | ((in[39 + inpos]) << 10) + | ((in[40 + inpos]) << 48); + out[24 + outpos] = ((in[40 + inpos]) >>> (38 - 22)) + | ((in[41 + inpos]) << 22) + | ((in[42 + inpos]) << 60); + out[25 + outpos] = ((in[42 + inpos]) >>> (38 - 34)) + | ((in[43 + inpos]) << 34); + out[26 + outpos] = ((in[43 + inpos]) >>> (38 - 8)) + | ((in[44 + inpos]) << 8) + | ((in[45 + inpos]) << 46); + out[27 + outpos] = ((in[45 + inpos]) >>> (38 - 20)) + | ((in[46 + inpos]) << 20) + | ((in[47 + inpos]) << 58); + out[28 + outpos] = ((in[47 + inpos]) >>> (38 - 32)) + | ((in[48 + inpos]) << 32); + out[29 + outpos] = ((in[48 + inpos]) >>> (38 - 6)) + | ((in[49 + inpos]) << 6) + | ((in[50 + inpos]) << 44); + out[30 + outpos] = ((in[50 + inpos]) >>> (38 - 18)) + | ((in[51 + inpos]) << 18) + | ((in[52 + inpos]) << 56); + out[31 + outpos] = ((in[52 + inpos]) >>> (38 - 30)) + | ((in[53 + inpos]) << 30); + out[32 + outpos] = ((in[53 + inpos]) >>> (38 - 4)) + | ((in[54 + inpos]) << 4) + | ((in[55 + inpos]) << 42); + out[33 + outpos] = ((in[55 + inpos]) >>> (38 - 16)) + | ((in[56 + inpos]) << 16) + | ((in[57 + inpos]) << 54); + out[34 + outpos] = ((in[57 + inpos]) >>> (38 - 28)) + | ((in[58 + inpos]) << 28); + out[35 + outpos] = ((in[58 + inpos]) >>> (38 - 2)) + | ((in[59 + inpos]) << 2) + | ((in[60 + inpos]) << 40); + out[36 + outpos] = ((in[60 + inpos]) >>> (38 - 14)) + | ((in[61 + inpos]) << 14) + | ((in[62 + inpos]) << 52); + out[37 + outpos] = ((in[62 + inpos]) >>> (38 - 26)) + | ((in[63 + inpos]) << 26); + } + + protected static void fastpackwithoutmask39(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 39); + out[1 + outpos] = ((in[1 + inpos]) >>> (39 - 14)) + | ((in[2 + inpos]) << 14) + | ((in[3 + inpos]) << 53); + out[2 + outpos] = ((in[3 + inpos]) >>> (39 - 28)) + | ((in[4 + inpos]) << 28); + out[3 + outpos] = ((in[4 + inpos]) >>> (39 - 3)) + | ((in[5 + inpos]) << 3) + | ((in[6 + inpos]) << 42); + out[4 + outpos] = ((in[6 + inpos]) >>> (39 - 17)) + | ((in[7 + inpos]) << 17) + | ((in[8 + inpos]) << 56); + out[5 + outpos] = ((in[8 + inpos]) >>> (39 - 31)) + | ((in[9 + inpos]) << 31); + out[6 + outpos] = ((in[9 + inpos]) >>> (39 - 6)) + | ((in[10 + inpos]) << 6) + | ((in[11 + inpos]) << 45); + out[7 + outpos] = ((in[11 + inpos]) >>> (39 - 20)) + | ((in[12 + inpos]) << 20) + | ((in[13 + inpos]) << 59); + out[8 + outpos] = ((in[13 + inpos]) >>> (39 - 34)) + | ((in[14 + inpos]) << 34); + out[9 + outpos] = ((in[14 + inpos]) >>> (39 - 9)) + | ((in[15 + inpos]) << 9) + | ((in[16 + inpos]) << 48); + out[10 + outpos] = ((in[16 + inpos]) >>> (39 - 23)) + | ((in[17 + inpos]) << 23) + | ((in[18 + inpos]) << 62); + out[11 + outpos] = ((in[18 + inpos]) >>> (39 - 37)) + | ((in[19 + inpos]) << 37); + out[12 + outpos] = ((in[19 + inpos]) >>> (39 - 12)) + | ((in[20 + inpos]) << 12) + | ((in[21 + inpos]) << 51); + out[13 + outpos] = ((in[21 + inpos]) >>> (39 - 26)) + | ((in[22 + inpos]) << 26); + out[14 + outpos] = ((in[22 + inpos]) >>> (39 - 1)) + | ((in[23 + inpos]) << 1) + | ((in[24 + inpos]) << 40); + out[15 + outpos] = ((in[24 + inpos]) >>> (39 - 15)) + | ((in[25 + inpos]) << 15) + | ((in[26 + inpos]) << 54); + out[16 + outpos] = ((in[26 + inpos]) >>> (39 - 29)) + | ((in[27 + inpos]) << 29); + out[17 + outpos] = ((in[27 + inpos]) >>> (39 - 4)) + | ((in[28 + inpos]) << 4) + | ((in[29 + inpos]) << 43); + out[18 + outpos] = ((in[29 + inpos]) >>> (39 - 18)) + | ((in[30 + inpos]) << 18) + | ((in[31 + inpos]) << 57); + out[19 + outpos] = ((in[31 + inpos]) >>> (39 - 32)) + | ((in[32 + inpos]) << 32); + out[20 + outpos] = ((in[32 + inpos]) >>> (39 - 7)) + | ((in[33 + inpos]) << 7) + | ((in[34 + inpos]) << 46); + out[21 + outpos] = ((in[34 + inpos]) >>> (39 - 21)) + | ((in[35 + inpos]) << 21) + | ((in[36 + inpos]) << 60); + out[22 + outpos] = ((in[36 + inpos]) >>> (39 - 35)) + | ((in[37 + inpos]) << 35); + out[23 + outpos] = ((in[37 + inpos]) >>> (39 - 10)) + | ((in[38 + inpos]) << 10) + | ((in[39 + inpos]) << 49); + out[24 + outpos] = ((in[39 + inpos]) >>> (39 - 24)) + | ((in[40 + inpos]) << 24) + | ((in[41 + inpos]) << 63); + out[25 + outpos] = ((in[41 + inpos]) >>> (39 - 38)) + | ((in[42 + inpos]) << 38); + out[26 + outpos] = ((in[42 + inpos]) >>> (39 - 13)) + | ((in[43 + inpos]) << 13) + | ((in[44 + inpos]) << 52); + out[27 + outpos] = ((in[44 + inpos]) >>> (39 - 27)) + | ((in[45 + inpos]) << 27); + out[28 + outpos] = ((in[45 + inpos]) >>> (39 - 2)) + | ((in[46 + inpos]) << 2) + | ((in[47 + inpos]) << 41); + out[29 + outpos] = ((in[47 + inpos]) >>> (39 - 16)) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 55); + out[30 + outpos] = ((in[49 + inpos]) >>> (39 - 30)) + | ((in[50 + inpos]) << 30); + out[31 + outpos] = ((in[50 + inpos]) >>> (39 - 5)) + | ((in[51 + inpos]) << 5) + | ((in[52 + inpos]) << 44); + out[32 + outpos] = ((in[52 + inpos]) >>> (39 - 19)) + | ((in[53 + inpos]) << 19) + | ((in[54 + inpos]) << 58); + out[33 + outpos] = ((in[54 + inpos]) >>> (39 - 33)) + | ((in[55 + inpos]) << 33); + out[34 + outpos] = ((in[55 + inpos]) >>> (39 - 8)) + | ((in[56 + inpos]) << 8) + | ((in[57 + inpos]) << 47); + out[35 + outpos] = ((in[57 + inpos]) >>> (39 - 22)) + | ((in[58 + inpos]) << 22) + | ((in[59 + inpos]) << 61); + out[36 + outpos] = ((in[59 + inpos]) >>> (39 - 36)) + | ((in[60 + inpos]) << 36); + out[37 + outpos] = ((in[60 + inpos]) >>> (39 - 11)) + | ((in[61 + inpos]) << 11) + | ((in[62 + inpos]) << 50); + out[38 + outpos] = ((in[62 + inpos]) >>> (39 - 25)) + | ((in[63 + inpos]) << 25); + } + + protected static void fastpackwithoutmask40(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 40); + out[1 + outpos] = ((in[1 + inpos]) >>> (40 - 16)) + | ((in[2 + inpos]) << 16) + | ((in[3 + inpos]) << 56); + out[2 + outpos] = ((in[3 + inpos]) >>> (40 - 32)) + | ((in[4 + inpos]) << 32); + out[3 + outpos] = ((in[4 + inpos]) >>> (40 - 8)) + | ((in[5 + inpos]) << 8) + | ((in[6 + inpos]) << 48); + out[4 + outpos] = ((in[6 + inpos]) >>> (40 - 24)) + | ((in[7 + inpos]) << 24); + out[5 + outpos] = in[8 + inpos] + | ((in[9 + inpos]) << 40); + out[6 + outpos] = ((in[9 + inpos]) >>> (40 - 16)) + | ((in[10 + inpos]) << 16) + | ((in[11 + inpos]) << 56); + out[7 + outpos] = ((in[11 + inpos]) >>> (40 - 32)) + | ((in[12 + inpos]) << 32); + out[8 + outpos] = ((in[12 + inpos]) >>> (40 - 8)) + | ((in[13 + inpos]) << 8) + | ((in[14 + inpos]) << 48); + out[9 + outpos] = ((in[14 + inpos]) >>> (40 - 24)) + | ((in[15 + inpos]) << 24); + out[10 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 40); + out[11 + outpos] = ((in[17 + inpos]) >>> (40 - 16)) + | ((in[18 + inpos]) << 16) + | ((in[19 + inpos]) << 56); + out[12 + outpos] = ((in[19 + inpos]) >>> (40 - 32)) + | ((in[20 + inpos]) << 32); + out[13 + outpos] = ((in[20 + inpos]) >>> (40 - 8)) + | ((in[21 + inpos]) << 8) + | ((in[22 + inpos]) << 48); + out[14 + outpos] = ((in[22 + inpos]) >>> (40 - 24)) + | ((in[23 + inpos]) << 24); + out[15 + outpos] = in[24 + inpos] + | ((in[25 + inpos]) << 40); + out[16 + outpos] = ((in[25 + inpos]) >>> (40 - 16)) + | ((in[26 + inpos]) << 16) + | ((in[27 + inpos]) << 56); + out[17 + outpos] = ((in[27 + inpos]) >>> (40 - 32)) + | ((in[28 + inpos]) << 32); + out[18 + outpos] = ((in[28 + inpos]) >>> (40 - 8)) + | ((in[29 + inpos]) << 8) + | ((in[30 + inpos]) << 48); + out[19 + outpos] = ((in[30 + inpos]) >>> (40 - 24)) + | ((in[31 + inpos]) << 24); + out[20 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 40); + out[21 + outpos] = ((in[33 + inpos]) >>> (40 - 16)) + | ((in[34 + inpos]) << 16) + | ((in[35 + inpos]) << 56); + out[22 + outpos] = ((in[35 + inpos]) >>> (40 - 32)) + | ((in[36 + inpos]) << 32); + out[23 + outpos] = ((in[36 + inpos]) >>> (40 - 8)) + | ((in[37 + inpos]) << 8) + | ((in[38 + inpos]) << 48); + out[24 + outpos] = ((in[38 + inpos]) >>> (40 - 24)) + | ((in[39 + inpos]) << 24); + out[25 + outpos] = in[40 + inpos] + | ((in[41 + inpos]) << 40); + out[26 + outpos] = ((in[41 + inpos]) >>> (40 - 16)) + | ((in[42 + inpos]) << 16) + | ((in[43 + inpos]) << 56); + out[27 + outpos] = ((in[43 + inpos]) >>> (40 - 32)) + | ((in[44 + inpos]) << 32); + out[28 + outpos] = ((in[44 + inpos]) >>> (40 - 8)) + | ((in[45 + inpos]) << 8) + | ((in[46 + inpos]) << 48); + out[29 + outpos] = ((in[46 + inpos]) >>> (40 - 24)) + | ((in[47 + inpos]) << 24); + out[30 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 40); + out[31 + outpos] = ((in[49 + inpos]) >>> (40 - 16)) + | ((in[50 + inpos]) << 16) + | ((in[51 + inpos]) << 56); + out[32 + outpos] = ((in[51 + inpos]) >>> (40 - 32)) + | ((in[52 + inpos]) << 32); + out[33 + outpos] = ((in[52 + inpos]) >>> (40 - 8)) + | ((in[53 + inpos]) << 8) + | ((in[54 + inpos]) << 48); + out[34 + outpos] = ((in[54 + inpos]) >>> (40 - 24)) + | ((in[55 + inpos]) << 24); + out[35 + outpos] = in[56 + inpos] + | ((in[57 + inpos]) << 40); + out[36 + outpos] = ((in[57 + inpos]) >>> (40 - 16)) + | ((in[58 + inpos]) << 16) + | ((in[59 + inpos]) << 56); + out[37 + outpos] = ((in[59 + inpos]) >>> (40 - 32)) + | ((in[60 + inpos]) << 32); + out[38 + outpos] = ((in[60 + inpos]) >>> (40 - 8)) + | ((in[61 + inpos]) << 8) + | ((in[62 + inpos]) << 48); + out[39 + outpos] = ((in[62 + inpos]) >>> (40 - 24)) + | ((in[63 + inpos]) << 24); + } + + protected static void fastpackwithoutmask41(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 41); + out[1 + outpos] = ((in[1 + inpos]) >>> (41 - 18)) + | ((in[2 + inpos]) << 18) + | ((in[3 + inpos]) << 59); + out[2 + outpos] = ((in[3 + inpos]) >>> (41 - 36)) + | ((in[4 + inpos]) << 36); + out[3 + outpos] = ((in[4 + inpos]) >>> (41 - 13)) + | ((in[5 + inpos]) << 13) + | ((in[6 + inpos]) << 54); + out[4 + outpos] = ((in[6 + inpos]) >>> (41 - 31)) + | ((in[7 + inpos]) << 31); + out[5 + outpos] = ((in[7 + inpos]) >>> (41 - 8)) + | ((in[8 + inpos]) << 8) + | ((in[9 + inpos]) << 49); + out[6 + outpos] = ((in[9 + inpos]) >>> (41 - 26)) + | ((in[10 + inpos]) << 26); + out[7 + outpos] = ((in[10 + inpos]) >>> (41 - 3)) + | ((in[11 + inpos]) << 3) + | ((in[12 + inpos]) << 44); + out[8 + outpos] = ((in[12 + inpos]) >>> (41 - 21)) + | ((in[13 + inpos]) << 21) + | ((in[14 + inpos]) << 62); + out[9 + outpos] = ((in[14 + inpos]) >>> (41 - 39)) + | ((in[15 + inpos]) << 39); + out[10 + outpos] = ((in[15 + inpos]) >>> (41 - 16)) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 57); + out[11 + outpos] = ((in[17 + inpos]) >>> (41 - 34)) + | ((in[18 + inpos]) << 34); + out[12 + outpos] = ((in[18 + inpos]) >>> (41 - 11)) + | ((in[19 + inpos]) << 11) + | ((in[20 + inpos]) << 52); + out[13 + outpos] = ((in[20 + inpos]) >>> (41 - 29)) + | ((in[21 + inpos]) << 29); + out[14 + outpos] = ((in[21 + inpos]) >>> (41 - 6)) + | ((in[22 + inpos]) << 6) + | ((in[23 + inpos]) << 47); + out[15 + outpos] = ((in[23 + inpos]) >>> (41 - 24)) + | ((in[24 + inpos]) << 24); + out[16 + outpos] = ((in[24 + inpos]) >>> (41 - 1)) + | ((in[25 + inpos]) << 1) + | ((in[26 + inpos]) << 42); + out[17 + outpos] = ((in[26 + inpos]) >>> (41 - 19)) + | ((in[27 + inpos]) << 19) + | ((in[28 + inpos]) << 60); + out[18 + outpos] = ((in[28 + inpos]) >>> (41 - 37)) + | ((in[29 + inpos]) << 37); + out[19 + outpos] = ((in[29 + inpos]) >>> (41 - 14)) + | ((in[30 + inpos]) << 14) + | ((in[31 + inpos]) << 55); + out[20 + outpos] = ((in[31 + inpos]) >>> (41 - 32)) + | ((in[32 + inpos]) << 32); + out[21 + outpos] = ((in[32 + inpos]) >>> (41 - 9)) + | ((in[33 + inpos]) << 9) + | ((in[34 + inpos]) << 50); + out[22 + outpos] = ((in[34 + inpos]) >>> (41 - 27)) + | ((in[35 + inpos]) << 27); + out[23 + outpos] = ((in[35 + inpos]) >>> (41 - 4)) + | ((in[36 + inpos]) << 4) + | ((in[37 + inpos]) << 45); + out[24 + outpos] = ((in[37 + inpos]) >>> (41 - 22)) + | ((in[38 + inpos]) << 22) + | ((in[39 + inpos]) << 63); + out[25 + outpos] = ((in[39 + inpos]) >>> (41 - 40)) + | ((in[40 + inpos]) << 40); + out[26 + outpos] = ((in[40 + inpos]) >>> (41 - 17)) + | ((in[41 + inpos]) << 17) + | ((in[42 + inpos]) << 58); + out[27 + outpos] = ((in[42 + inpos]) >>> (41 - 35)) + | ((in[43 + inpos]) << 35); + out[28 + outpos] = ((in[43 + inpos]) >>> (41 - 12)) + | ((in[44 + inpos]) << 12) + | ((in[45 + inpos]) << 53); + out[29 + outpos] = ((in[45 + inpos]) >>> (41 - 30)) + | ((in[46 + inpos]) << 30); + out[30 + outpos] = ((in[46 + inpos]) >>> (41 - 7)) + | ((in[47 + inpos]) << 7) + | ((in[48 + inpos]) << 48); + out[31 + outpos] = ((in[48 + inpos]) >>> (41 - 25)) + | ((in[49 + inpos]) << 25); + out[32 + outpos] = ((in[49 + inpos]) >>> (41 - 2)) + | ((in[50 + inpos]) << 2) + | ((in[51 + inpos]) << 43); + out[33 + outpos] = ((in[51 + inpos]) >>> (41 - 20)) + | ((in[52 + inpos]) << 20) + | ((in[53 + inpos]) << 61); + out[34 + outpos] = ((in[53 + inpos]) >>> (41 - 38)) + | ((in[54 + inpos]) << 38); + out[35 + outpos] = ((in[54 + inpos]) >>> (41 - 15)) + | ((in[55 + inpos]) << 15) + | ((in[56 + inpos]) << 56); + out[36 + outpos] = ((in[56 + inpos]) >>> (41 - 33)) + | ((in[57 + inpos]) << 33); + out[37 + outpos] = ((in[57 + inpos]) >>> (41 - 10)) + | ((in[58 + inpos]) << 10) + | ((in[59 + inpos]) << 51); + out[38 + outpos] = ((in[59 + inpos]) >>> (41 - 28)) + | ((in[60 + inpos]) << 28); + out[39 + outpos] = ((in[60 + inpos]) >>> (41 - 5)) + | ((in[61 + inpos]) << 5) + | ((in[62 + inpos]) << 46); + out[40 + outpos] = ((in[62 + inpos]) >>> (41 - 23)) + | ((in[63 + inpos]) << 23); + } + + protected static void fastpackwithoutmask42(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 42); + out[1 + outpos] = ((in[1 + inpos]) >>> (42 - 20)) + | ((in[2 + inpos]) << 20) + | ((in[3 + inpos]) << 62); + out[2 + outpos] = ((in[3 + inpos]) >>> (42 - 40)) + | ((in[4 + inpos]) << 40); + out[3 + outpos] = ((in[4 + inpos]) >>> (42 - 18)) + | ((in[5 + inpos]) << 18) + | ((in[6 + inpos]) << 60); + out[4 + outpos] = ((in[6 + inpos]) >>> (42 - 38)) + | ((in[7 + inpos]) << 38); + out[5 + outpos] = ((in[7 + inpos]) >>> (42 - 16)) + | ((in[8 + inpos]) << 16) + | ((in[9 + inpos]) << 58); + out[6 + outpos] = ((in[9 + inpos]) >>> (42 - 36)) + | ((in[10 + inpos]) << 36); + out[7 + outpos] = ((in[10 + inpos]) >>> (42 - 14)) + | ((in[11 + inpos]) << 14) + | ((in[12 + inpos]) << 56); + out[8 + outpos] = ((in[12 + inpos]) >>> (42 - 34)) + | ((in[13 + inpos]) << 34); + out[9 + outpos] = ((in[13 + inpos]) >>> (42 - 12)) + | ((in[14 + inpos]) << 12) + | ((in[15 + inpos]) << 54); + out[10 + outpos] = ((in[15 + inpos]) >>> (42 - 32)) + | ((in[16 + inpos]) << 32); + out[11 + outpos] = ((in[16 + inpos]) >>> (42 - 10)) + | ((in[17 + inpos]) << 10) + | ((in[18 + inpos]) << 52); + out[12 + outpos] = ((in[18 + inpos]) >>> (42 - 30)) + | ((in[19 + inpos]) << 30); + out[13 + outpos] = ((in[19 + inpos]) >>> (42 - 8)) + | ((in[20 + inpos]) << 8) + | ((in[21 + inpos]) << 50); + out[14 + outpos] = ((in[21 + inpos]) >>> (42 - 28)) + | ((in[22 + inpos]) << 28); + out[15 + outpos] = ((in[22 + inpos]) >>> (42 - 6)) + | ((in[23 + inpos]) << 6) + | ((in[24 + inpos]) << 48); + out[16 + outpos] = ((in[24 + inpos]) >>> (42 - 26)) + | ((in[25 + inpos]) << 26); + out[17 + outpos] = ((in[25 + inpos]) >>> (42 - 4)) + | ((in[26 + inpos]) << 4) + | ((in[27 + inpos]) << 46); + out[18 + outpos] = ((in[27 + inpos]) >>> (42 - 24)) + | ((in[28 + inpos]) << 24); + out[19 + outpos] = ((in[28 + inpos]) >>> (42 - 2)) + | ((in[29 + inpos]) << 2) + | ((in[30 + inpos]) << 44); + out[20 + outpos] = ((in[30 + inpos]) >>> (42 - 22)) + | ((in[31 + inpos]) << 22); + out[21 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 42); + out[22 + outpos] = ((in[33 + inpos]) >>> (42 - 20)) + | ((in[34 + inpos]) << 20) + | ((in[35 + inpos]) << 62); + out[23 + outpos] = ((in[35 + inpos]) >>> (42 - 40)) + | ((in[36 + inpos]) << 40); + out[24 + outpos] = ((in[36 + inpos]) >>> (42 - 18)) + | ((in[37 + inpos]) << 18) + | ((in[38 + inpos]) << 60); + out[25 + outpos] = ((in[38 + inpos]) >>> (42 - 38)) + | ((in[39 + inpos]) << 38); + out[26 + outpos] = ((in[39 + inpos]) >>> (42 - 16)) + | ((in[40 + inpos]) << 16) + | ((in[41 + inpos]) << 58); + out[27 + outpos] = ((in[41 + inpos]) >>> (42 - 36)) + | ((in[42 + inpos]) << 36); + out[28 + outpos] = ((in[42 + inpos]) >>> (42 - 14)) + | ((in[43 + inpos]) << 14) + | ((in[44 + inpos]) << 56); + out[29 + outpos] = ((in[44 + inpos]) >>> (42 - 34)) + | ((in[45 + inpos]) << 34); + out[30 + outpos] = ((in[45 + inpos]) >>> (42 - 12)) + | ((in[46 + inpos]) << 12) + | ((in[47 + inpos]) << 54); + out[31 + outpos] = ((in[47 + inpos]) >>> (42 - 32)) + | ((in[48 + inpos]) << 32); + out[32 + outpos] = ((in[48 + inpos]) >>> (42 - 10)) + | ((in[49 + inpos]) << 10) + | ((in[50 + inpos]) << 52); + out[33 + outpos] = ((in[50 + inpos]) >>> (42 - 30)) + | ((in[51 + inpos]) << 30); + out[34 + outpos] = ((in[51 + inpos]) >>> (42 - 8)) + | ((in[52 + inpos]) << 8) + | ((in[53 + inpos]) << 50); + out[35 + outpos] = ((in[53 + inpos]) >>> (42 - 28)) + | ((in[54 + inpos]) << 28); + out[36 + outpos] = ((in[54 + inpos]) >>> (42 - 6)) + | ((in[55 + inpos]) << 6) + | ((in[56 + inpos]) << 48); + out[37 + outpos] = ((in[56 + inpos]) >>> (42 - 26)) + | ((in[57 + inpos]) << 26); + out[38 + outpos] = ((in[57 + inpos]) >>> (42 - 4)) + | ((in[58 + inpos]) << 4) + | ((in[59 + inpos]) << 46); + out[39 + outpos] = ((in[59 + inpos]) >>> (42 - 24)) + | ((in[60 + inpos]) << 24); + out[40 + outpos] = ((in[60 + inpos]) >>> (42 - 2)) + | ((in[61 + inpos]) << 2) + | ((in[62 + inpos]) << 44); + out[41 + outpos] = ((in[62 + inpos]) >>> (42 - 22)) + | ((in[63 + inpos]) << 22); + } + + protected static void fastpackwithoutmask43(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 43); + out[1 + outpos] = ((in[1 + inpos]) >>> (43 - 22)) + | ((in[2 + inpos]) << 22); + out[2 + outpos] = ((in[2 + inpos]) >>> (43 - 1)) + | ((in[3 + inpos]) << 1) + | ((in[4 + inpos]) << 44); + out[3 + outpos] = ((in[4 + inpos]) >>> (43 - 23)) + | ((in[5 + inpos]) << 23); + out[4 + outpos] = ((in[5 + inpos]) >>> (43 - 2)) + | ((in[6 + inpos]) << 2) + | ((in[7 + inpos]) << 45); + out[5 + outpos] = ((in[7 + inpos]) >>> (43 - 24)) + | ((in[8 + inpos]) << 24); + out[6 + outpos] = ((in[8 + inpos]) >>> (43 - 3)) + | ((in[9 + inpos]) << 3) + | ((in[10 + inpos]) << 46); + out[7 + outpos] = ((in[10 + inpos]) >>> (43 - 25)) + | ((in[11 + inpos]) << 25); + out[8 + outpos] = ((in[11 + inpos]) >>> (43 - 4)) + | ((in[12 + inpos]) << 4) + | ((in[13 + inpos]) << 47); + out[9 + outpos] = ((in[13 + inpos]) >>> (43 - 26)) + | ((in[14 + inpos]) << 26); + out[10 + outpos] = ((in[14 + inpos]) >>> (43 - 5)) + | ((in[15 + inpos]) << 5) + | ((in[16 + inpos]) << 48); + out[11 + outpos] = ((in[16 + inpos]) >>> (43 - 27)) + | ((in[17 + inpos]) << 27); + out[12 + outpos] = ((in[17 + inpos]) >>> (43 - 6)) + | ((in[18 + inpos]) << 6) + | ((in[19 + inpos]) << 49); + out[13 + outpos] = ((in[19 + inpos]) >>> (43 - 28)) + | ((in[20 + inpos]) << 28); + out[14 + outpos] = ((in[20 + inpos]) >>> (43 - 7)) + | ((in[21 + inpos]) << 7) + | ((in[22 + inpos]) << 50); + out[15 + outpos] = ((in[22 + inpos]) >>> (43 - 29)) + | ((in[23 + inpos]) << 29); + out[16 + outpos] = ((in[23 + inpos]) >>> (43 - 8)) + | ((in[24 + inpos]) << 8) + | ((in[25 + inpos]) << 51); + out[17 + outpos] = ((in[25 + inpos]) >>> (43 - 30)) + | ((in[26 + inpos]) << 30); + out[18 + outpos] = ((in[26 + inpos]) >>> (43 - 9)) + | ((in[27 + inpos]) << 9) + | ((in[28 + inpos]) << 52); + out[19 + outpos] = ((in[28 + inpos]) >>> (43 - 31)) + | ((in[29 + inpos]) << 31); + out[20 + outpos] = ((in[29 + inpos]) >>> (43 - 10)) + | ((in[30 + inpos]) << 10) + | ((in[31 + inpos]) << 53); + out[21 + outpos] = ((in[31 + inpos]) >>> (43 - 32)) + | ((in[32 + inpos]) << 32); + out[22 + outpos] = ((in[32 + inpos]) >>> (43 - 11)) + | ((in[33 + inpos]) << 11) + | ((in[34 + inpos]) << 54); + out[23 + outpos] = ((in[34 + inpos]) >>> (43 - 33)) + | ((in[35 + inpos]) << 33); + out[24 + outpos] = ((in[35 + inpos]) >>> (43 - 12)) + | ((in[36 + inpos]) << 12) + | ((in[37 + inpos]) << 55); + out[25 + outpos] = ((in[37 + inpos]) >>> (43 - 34)) + | ((in[38 + inpos]) << 34); + out[26 + outpos] = ((in[38 + inpos]) >>> (43 - 13)) + | ((in[39 + inpos]) << 13) + | ((in[40 + inpos]) << 56); + out[27 + outpos] = ((in[40 + inpos]) >>> (43 - 35)) + | ((in[41 + inpos]) << 35); + out[28 + outpos] = ((in[41 + inpos]) >>> (43 - 14)) + | ((in[42 + inpos]) << 14) + | ((in[43 + inpos]) << 57); + out[29 + outpos] = ((in[43 + inpos]) >>> (43 - 36)) + | ((in[44 + inpos]) << 36); + out[30 + outpos] = ((in[44 + inpos]) >>> (43 - 15)) + | ((in[45 + inpos]) << 15) + | ((in[46 + inpos]) << 58); + out[31 + outpos] = ((in[46 + inpos]) >>> (43 - 37)) + | ((in[47 + inpos]) << 37); + out[32 + outpos] = ((in[47 + inpos]) >>> (43 - 16)) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 59); + out[33 + outpos] = ((in[49 + inpos]) >>> (43 - 38)) + | ((in[50 + inpos]) << 38); + out[34 + outpos] = ((in[50 + inpos]) >>> (43 - 17)) + | ((in[51 + inpos]) << 17) + | ((in[52 + inpos]) << 60); + out[35 + outpos] = ((in[52 + inpos]) >>> (43 - 39)) + | ((in[53 + inpos]) << 39); + out[36 + outpos] = ((in[53 + inpos]) >>> (43 - 18)) + | ((in[54 + inpos]) << 18) + | ((in[55 + inpos]) << 61); + out[37 + outpos] = ((in[55 + inpos]) >>> (43 - 40)) + | ((in[56 + inpos]) << 40); + out[38 + outpos] = ((in[56 + inpos]) >>> (43 - 19)) + | ((in[57 + inpos]) << 19) + | ((in[58 + inpos]) << 62); + out[39 + outpos] = ((in[58 + inpos]) >>> (43 - 41)) + | ((in[59 + inpos]) << 41); + out[40 + outpos] = ((in[59 + inpos]) >>> (43 - 20)) + | ((in[60 + inpos]) << 20) + | ((in[61 + inpos]) << 63); + out[41 + outpos] = ((in[61 + inpos]) >>> (43 - 42)) + | ((in[62 + inpos]) << 42); + out[42 + outpos] = ((in[62 + inpos]) >>> (43 - 21)) + | ((in[63 + inpos]) << 21); + } + + protected static void fastpackwithoutmask44(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 44); + out[1 + outpos] = ((in[1 + inpos]) >>> (44 - 24)) + | ((in[2 + inpos]) << 24); + out[2 + outpos] = ((in[2 + inpos]) >>> (44 - 4)) + | ((in[3 + inpos]) << 4) + | ((in[4 + inpos]) << 48); + out[3 + outpos] = ((in[4 + inpos]) >>> (44 - 28)) + | ((in[5 + inpos]) << 28); + out[4 + outpos] = ((in[5 + inpos]) >>> (44 - 8)) + | ((in[6 + inpos]) << 8) + | ((in[7 + inpos]) << 52); + out[5 + outpos] = ((in[7 + inpos]) >>> (44 - 32)) + | ((in[8 + inpos]) << 32); + out[6 + outpos] = ((in[8 + inpos]) >>> (44 - 12)) + | ((in[9 + inpos]) << 12) + | ((in[10 + inpos]) << 56); + out[7 + outpos] = ((in[10 + inpos]) >>> (44 - 36)) + | ((in[11 + inpos]) << 36); + out[8 + outpos] = ((in[11 + inpos]) >>> (44 - 16)) + | ((in[12 + inpos]) << 16) + | ((in[13 + inpos]) << 60); + out[9 + outpos] = ((in[13 + inpos]) >>> (44 - 40)) + | ((in[14 + inpos]) << 40); + out[10 + outpos] = ((in[14 + inpos]) >>> (44 - 20)) + | ((in[15 + inpos]) << 20); + out[11 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 44); + out[12 + outpos] = ((in[17 + inpos]) >>> (44 - 24)) + | ((in[18 + inpos]) << 24); + out[13 + outpos] = ((in[18 + inpos]) >>> (44 - 4)) + | ((in[19 + inpos]) << 4) + | ((in[20 + inpos]) << 48); + out[14 + outpos] = ((in[20 + inpos]) >>> (44 - 28)) + | ((in[21 + inpos]) << 28); + out[15 + outpos] = ((in[21 + inpos]) >>> (44 - 8)) + | ((in[22 + inpos]) << 8) + | ((in[23 + inpos]) << 52); + out[16 + outpos] = ((in[23 + inpos]) >>> (44 - 32)) + | ((in[24 + inpos]) << 32); + out[17 + outpos] = ((in[24 + inpos]) >>> (44 - 12)) + | ((in[25 + inpos]) << 12) + | ((in[26 + inpos]) << 56); + out[18 + outpos] = ((in[26 + inpos]) >>> (44 - 36)) + | ((in[27 + inpos]) << 36); + out[19 + outpos] = ((in[27 + inpos]) >>> (44 - 16)) + | ((in[28 + inpos]) << 16) + | ((in[29 + inpos]) << 60); + out[20 + outpos] = ((in[29 + inpos]) >>> (44 - 40)) + | ((in[30 + inpos]) << 40); + out[21 + outpos] = ((in[30 + inpos]) >>> (44 - 20)) + | ((in[31 + inpos]) << 20); + out[22 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 44); + out[23 + outpos] = ((in[33 + inpos]) >>> (44 - 24)) + | ((in[34 + inpos]) << 24); + out[24 + outpos] = ((in[34 + inpos]) >>> (44 - 4)) + | ((in[35 + inpos]) << 4) + | ((in[36 + inpos]) << 48); + out[25 + outpos] = ((in[36 + inpos]) >>> (44 - 28)) + | ((in[37 + inpos]) << 28); + out[26 + outpos] = ((in[37 + inpos]) >>> (44 - 8)) + | ((in[38 + inpos]) << 8) + | ((in[39 + inpos]) << 52); + out[27 + outpos] = ((in[39 + inpos]) >>> (44 - 32)) + | ((in[40 + inpos]) << 32); + out[28 + outpos] = ((in[40 + inpos]) >>> (44 - 12)) + | ((in[41 + inpos]) << 12) + | ((in[42 + inpos]) << 56); + out[29 + outpos] = ((in[42 + inpos]) >>> (44 - 36)) + | ((in[43 + inpos]) << 36); + out[30 + outpos] = ((in[43 + inpos]) >>> (44 - 16)) + | ((in[44 + inpos]) << 16) + | ((in[45 + inpos]) << 60); + out[31 + outpos] = ((in[45 + inpos]) >>> (44 - 40)) + | ((in[46 + inpos]) << 40); + out[32 + outpos] = ((in[46 + inpos]) >>> (44 - 20)) + | ((in[47 + inpos]) << 20); + out[33 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 44); + out[34 + outpos] = ((in[49 + inpos]) >>> (44 - 24)) + | ((in[50 + inpos]) << 24); + out[35 + outpos] = ((in[50 + inpos]) >>> (44 - 4)) + | ((in[51 + inpos]) << 4) + | ((in[52 + inpos]) << 48); + out[36 + outpos] = ((in[52 + inpos]) >>> (44 - 28)) + | ((in[53 + inpos]) << 28); + out[37 + outpos] = ((in[53 + inpos]) >>> (44 - 8)) + | ((in[54 + inpos]) << 8) + | ((in[55 + inpos]) << 52); + out[38 + outpos] = ((in[55 + inpos]) >>> (44 - 32)) + | ((in[56 + inpos]) << 32); + out[39 + outpos] = ((in[56 + inpos]) >>> (44 - 12)) + | ((in[57 + inpos]) << 12) + | ((in[58 + inpos]) << 56); + out[40 + outpos] = ((in[58 + inpos]) >>> (44 - 36)) + | ((in[59 + inpos]) << 36); + out[41 + outpos] = ((in[59 + inpos]) >>> (44 - 16)) + | ((in[60 + inpos]) << 16) + | ((in[61 + inpos]) << 60); + out[42 + outpos] = ((in[61 + inpos]) >>> (44 - 40)) + | ((in[62 + inpos]) << 40); + out[43 + outpos] = ((in[62 + inpos]) >>> (44 - 20)) + | ((in[63 + inpos]) << 20); + } + + protected static void fastpackwithoutmask45(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 45); + out[1 + outpos] = ((in[1 + inpos]) >>> (45 - 26)) + | ((in[2 + inpos]) << 26); + out[2 + outpos] = ((in[2 + inpos]) >>> (45 - 7)) + | ((in[3 + inpos]) << 7) + | ((in[4 + inpos]) << 52); + out[3 + outpos] = ((in[4 + inpos]) >>> (45 - 33)) + | ((in[5 + inpos]) << 33); + out[4 + outpos] = ((in[5 + inpos]) >>> (45 - 14)) + | ((in[6 + inpos]) << 14) + | ((in[7 + inpos]) << 59); + out[5 + outpos] = ((in[7 + inpos]) >>> (45 - 40)) + | ((in[8 + inpos]) << 40); + out[6 + outpos] = ((in[8 + inpos]) >>> (45 - 21)) + | ((in[9 + inpos]) << 21); + out[7 + outpos] = ((in[9 + inpos]) >>> (45 - 2)) + | ((in[10 + inpos]) << 2) + | ((in[11 + inpos]) << 47); + out[8 + outpos] = ((in[11 + inpos]) >>> (45 - 28)) + | ((in[12 + inpos]) << 28); + out[9 + outpos] = ((in[12 + inpos]) >>> (45 - 9)) + | ((in[13 + inpos]) << 9) + | ((in[14 + inpos]) << 54); + out[10 + outpos] = ((in[14 + inpos]) >>> (45 - 35)) + | ((in[15 + inpos]) << 35); + out[11 + outpos] = ((in[15 + inpos]) >>> (45 - 16)) + | ((in[16 + inpos]) << 16) + | ((in[17 + inpos]) << 61); + out[12 + outpos] = ((in[17 + inpos]) >>> (45 - 42)) + | ((in[18 + inpos]) << 42); + out[13 + outpos] = ((in[18 + inpos]) >>> (45 - 23)) + | ((in[19 + inpos]) << 23); + out[14 + outpos] = ((in[19 + inpos]) >>> (45 - 4)) + | ((in[20 + inpos]) << 4) + | ((in[21 + inpos]) << 49); + out[15 + outpos] = ((in[21 + inpos]) >>> (45 - 30)) + | ((in[22 + inpos]) << 30); + out[16 + outpos] = ((in[22 + inpos]) >>> (45 - 11)) + | ((in[23 + inpos]) << 11) + | ((in[24 + inpos]) << 56); + out[17 + outpos] = ((in[24 + inpos]) >>> (45 - 37)) + | ((in[25 + inpos]) << 37); + out[18 + outpos] = ((in[25 + inpos]) >>> (45 - 18)) + | ((in[26 + inpos]) << 18) + | ((in[27 + inpos]) << 63); + out[19 + outpos] = ((in[27 + inpos]) >>> (45 - 44)) + | ((in[28 + inpos]) << 44); + out[20 + outpos] = ((in[28 + inpos]) >>> (45 - 25)) + | ((in[29 + inpos]) << 25); + out[21 + outpos] = ((in[29 + inpos]) >>> (45 - 6)) + | ((in[30 + inpos]) << 6) + | ((in[31 + inpos]) << 51); + out[22 + outpos] = ((in[31 + inpos]) >>> (45 - 32)) + | ((in[32 + inpos]) << 32); + out[23 + outpos] = ((in[32 + inpos]) >>> (45 - 13)) + | ((in[33 + inpos]) << 13) + | ((in[34 + inpos]) << 58); + out[24 + outpos] = ((in[34 + inpos]) >>> (45 - 39)) + | ((in[35 + inpos]) << 39); + out[25 + outpos] = ((in[35 + inpos]) >>> (45 - 20)) + | ((in[36 + inpos]) << 20); + out[26 + outpos] = ((in[36 + inpos]) >>> (45 - 1)) + | ((in[37 + inpos]) << 1) + | ((in[38 + inpos]) << 46); + out[27 + outpos] = ((in[38 + inpos]) >>> (45 - 27)) + | ((in[39 + inpos]) << 27); + out[28 + outpos] = ((in[39 + inpos]) >>> (45 - 8)) + | ((in[40 + inpos]) << 8) + | ((in[41 + inpos]) << 53); + out[29 + outpos] = ((in[41 + inpos]) >>> (45 - 34)) + | ((in[42 + inpos]) << 34); + out[30 + outpos] = ((in[42 + inpos]) >>> (45 - 15)) + | ((in[43 + inpos]) << 15) + | ((in[44 + inpos]) << 60); + out[31 + outpos] = ((in[44 + inpos]) >>> (45 - 41)) + | ((in[45 + inpos]) << 41); + out[32 + outpos] = ((in[45 + inpos]) >>> (45 - 22)) + | ((in[46 + inpos]) << 22); + out[33 + outpos] = ((in[46 + inpos]) >>> (45 - 3)) + | ((in[47 + inpos]) << 3) + | ((in[48 + inpos]) << 48); + out[34 + outpos] = ((in[48 + inpos]) >>> (45 - 29)) + | ((in[49 + inpos]) << 29); + out[35 + outpos] = ((in[49 + inpos]) >>> (45 - 10)) + | ((in[50 + inpos]) << 10) + | ((in[51 + inpos]) << 55); + out[36 + outpos] = ((in[51 + inpos]) >>> (45 - 36)) + | ((in[52 + inpos]) << 36); + out[37 + outpos] = ((in[52 + inpos]) >>> (45 - 17)) + | ((in[53 + inpos]) << 17) + | ((in[54 + inpos]) << 62); + out[38 + outpos] = ((in[54 + inpos]) >>> (45 - 43)) + | ((in[55 + inpos]) << 43); + out[39 + outpos] = ((in[55 + inpos]) >>> (45 - 24)) + | ((in[56 + inpos]) << 24); + out[40 + outpos] = ((in[56 + inpos]) >>> (45 - 5)) + | ((in[57 + inpos]) << 5) + | ((in[58 + inpos]) << 50); + out[41 + outpos] = ((in[58 + inpos]) >>> (45 - 31)) + | ((in[59 + inpos]) << 31); + out[42 + outpos] = ((in[59 + inpos]) >>> (45 - 12)) + | ((in[60 + inpos]) << 12) + | ((in[61 + inpos]) << 57); + out[43 + outpos] = ((in[61 + inpos]) >>> (45 - 38)) + | ((in[62 + inpos]) << 38); + out[44 + outpos] = ((in[62 + inpos]) >>> (45 - 19)) + | ((in[63 + inpos]) << 19); + } + + protected static void fastpackwithoutmask46(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 46); + out[1 + outpos] = ((in[1 + inpos]) >>> (46 - 28)) + | ((in[2 + inpos]) << 28); + out[2 + outpos] = ((in[2 + inpos]) >>> (46 - 10)) + | ((in[3 + inpos]) << 10) + | ((in[4 + inpos]) << 56); + out[3 + outpos] = ((in[4 + inpos]) >>> (46 - 38)) + | ((in[5 + inpos]) << 38); + out[4 + outpos] = ((in[5 + inpos]) >>> (46 - 20)) + | ((in[6 + inpos]) << 20); + out[5 + outpos] = ((in[6 + inpos]) >>> (46 - 2)) + | ((in[7 + inpos]) << 2) + | ((in[8 + inpos]) << 48); + out[6 + outpos] = ((in[8 + inpos]) >>> (46 - 30)) + | ((in[9 + inpos]) << 30); + out[7 + outpos] = ((in[9 + inpos]) >>> (46 - 12)) + | ((in[10 + inpos]) << 12) + | ((in[11 + inpos]) << 58); + out[8 + outpos] = ((in[11 + inpos]) >>> (46 - 40)) + | ((in[12 + inpos]) << 40); + out[9 + outpos] = ((in[12 + inpos]) >>> (46 - 22)) + | ((in[13 + inpos]) << 22); + out[10 + outpos] = ((in[13 + inpos]) >>> (46 - 4)) + | ((in[14 + inpos]) << 4) + | ((in[15 + inpos]) << 50); + out[11 + outpos] = ((in[15 + inpos]) >>> (46 - 32)) + | ((in[16 + inpos]) << 32); + out[12 + outpos] = ((in[16 + inpos]) >>> (46 - 14)) + | ((in[17 + inpos]) << 14) + | ((in[18 + inpos]) << 60); + out[13 + outpos] = ((in[18 + inpos]) >>> (46 - 42)) + | ((in[19 + inpos]) << 42); + out[14 + outpos] = ((in[19 + inpos]) >>> (46 - 24)) + | ((in[20 + inpos]) << 24); + out[15 + outpos] = ((in[20 + inpos]) >>> (46 - 6)) + | ((in[21 + inpos]) << 6) + | ((in[22 + inpos]) << 52); + out[16 + outpos] = ((in[22 + inpos]) >>> (46 - 34)) + | ((in[23 + inpos]) << 34); + out[17 + outpos] = ((in[23 + inpos]) >>> (46 - 16)) + | ((in[24 + inpos]) << 16) + | ((in[25 + inpos]) << 62); + out[18 + outpos] = ((in[25 + inpos]) >>> (46 - 44)) + | ((in[26 + inpos]) << 44); + out[19 + outpos] = ((in[26 + inpos]) >>> (46 - 26)) + | ((in[27 + inpos]) << 26); + out[20 + outpos] = ((in[27 + inpos]) >>> (46 - 8)) + | ((in[28 + inpos]) << 8) + | ((in[29 + inpos]) << 54); + out[21 + outpos] = ((in[29 + inpos]) >>> (46 - 36)) + | ((in[30 + inpos]) << 36); + out[22 + outpos] = ((in[30 + inpos]) >>> (46 - 18)) + | ((in[31 + inpos]) << 18); + out[23 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 46); + out[24 + outpos] = ((in[33 + inpos]) >>> (46 - 28)) + | ((in[34 + inpos]) << 28); + out[25 + outpos] = ((in[34 + inpos]) >>> (46 - 10)) + | ((in[35 + inpos]) << 10) + | ((in[36 + inpos]) << 56); + out[26 + outpos] = ((in[36 + inpos]) >>> (46 - 38)) + | ((in[37 + inpos]) << 38); + out[27 + outpos] = ((in[37 + inpos]) >>> (46 - 20)) + | ((in[38 + inpos]) << 20); + out[28 + outpos] = ((in[38 + inpos]) >>> (46 - 2)) + | ((in[39 + inpos]) << 2) + | ((in[40 + inpos]) << 48); + out[29 + outpos] = ((in[40 + inpos]) >>> (46 - 30)) + | ((in[41 + inpos]) << 30); + out[30 + outpos] = ((in[41 + inpos]) >>> (46 - 12)) + | ((in[42 + inpos]) << 12) + | ((in[43 + inpos]) << 58); + out[31 + outpos] = ((in[43 + inpos]) >>> (46 - 40)) + | ((in[44 + inpos]) << 40); + out[32 + outpos] = ((in[44 + inpos]) >>> (46 - 22)) + | ((in[45 + inpos]) << 22); + out[33 + outpos] = ((in[45 + inpos]) >>> (46 - 4)) + | ((in[46 + inpos]) << 4) + | ((in[47 + inpos]) << 50); + out[34 + outpos] = ((in[47 + inpos]) >>> (46 - 32)) + | ((in[48 + inpos]) << 32); + out[35 + outpos] = ((in[48 + inpos]) >>> (46 - 14)) + | ((in[49 + inpos]) << 14) + | ((in[50 + inpos]) << 60); + out[36 + outpos] = ((in[50 + inpos]) >>> (46 - 42)) + | ((in[51 + inpos]) << 42); + out[37 + outpos] = ((in[51 + inpos]) >>> (46 - 24)) + | ((in[52 + inpos]) << 24); + out[38 + outpos] = ((in[52 + inpos]) >>> (46 - 6)) + | ((in[53 + inpos]) << 6) + | ((in[54 + inpos]) << 52); + out[39 + outpos] = ((in[54 + inpos]) >>> (46 - 34)) + | ((in[55 + inpos]) << 34); + out[40 + outpos] = ((in[55 + inpos]) >>> (46 - 16)) + | ((in[56 + inpos]) << 16) + | ((in[57 + inpos]) << 62); + out[41 + outpos] = ((in[57 + inpos]) >>> (46 - 44)) + | ((in[58 + inpos]) << 44); + out[42 + outpos] = ((in[58 + inpos]) >>> (46 - 26)) + | ((in[59 + inpos]) << 26); + out[43 + outpos] = ((in[59 + inpos]) >>> (46 - 8)) + | ((in[60 + inpos]) << 8) + | ((in[61 + inpos]) << 54); + out[44 + outpos] = ((in[61 + inpos]) >>> (46 - 36)) + | ((in[62 + inpos]) << 36); + out[45 + outpos] = ((in[62 + inpos]) >>> (46 - 18)) + | ((in[63 + inpos]) << 18); + } + + protected static void fastpackwithoutmask47(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 47); + out[1 + outpos] = ((in[1 + inpos]) >>> (47 - 30)) + | ((in[2 + inpos]) << 30); + out[2 + outpos] = ((in[2 + inpos]) >>> (47 - 13)) + | ((in[3 + inpos]) << 13) + | ((in[4 + inpos]) << 60); + out[3 + outpos] = ((in[4 + inpos]) >>> (47 - 43)) + | ((in[5 + inpos]) << 43); + out[4 + outpos] = ((in[5 + inpos]) >>> (47 - 26)) + | ((in[6 + inpos]) << 26); + out[5 + outpos] = ((in[6 + inpos]) >>> (47 - 9)) + | ((in[7 + inpos]) << 9) + | ((in[8 + inpos]) << 56); + out[6 + outpos] = ((in[8 + inpos]) >>> (47 - 39)) + | ((in[9 + inpos]) << 39); + out[7 + outpos] = ((in[9 + inpos]) >>> (47 - 22)) + | ((in[10 + inpos]) << 22); + out[8 + outpos] = ((in[10 + inpos]) >>> (47 - 5)) + | ((in[11 + inpos]) << 5) + | ((in[12 + inpos]) << 52); + out[9 + outpos] = ((in[12 + inpos]) >>> (47 - 35)) + | ((in[13 + inpos]) << 35); + out[10 + outpos] = ((in[13 + inpos]) >>> (47 - 18)) + | ((in[14 + inpos]) << 18); + out[11 + outpos] = ((in[14 + inpos]) >>> (47 - 1)) + | ((in[15 + inpos]) << 1) + | ((in[16 + inpos]) << 48); + out[12 + outpos] = ((in[16 + inpos]) >>> (47 - 31)) + | ((in[17 + inpos]) << 31); + out[13 + outpos] = ((in[17 + inpos]) >>> (47 - 14)) + | ((in[18 + inpos]) << 14) + | ((in[19 + inpos]) << 61); + out[14 + outpos] = ((in[19 + inpos]) >>> (47 - 44)) + | ((in[20 + inpos]) << 44); + out[15 + outpos] = ((in[20 + inpos]) >>> (47 - 27)) + | ((in[21 + inpos]) << 27); + out[16 + outpos] = ((in[21 + inpos]) >>> (47 - 10)) + | ((in[22 + inpos]) << 10) + | ((in[23 + inpos]) << 57); + out[17 + outpos] = ((in[23 + inpos]) >>> (47 - 40)) + | ((in[24 + inpos]) << 40); + out[18 + outpos] = ((in[24 + inpos]) >>> (47 - 23)) + | ((in[25 + inpos]) << 23); + out[19 + outpos] = ((in[25 + inpos]) >>> (47 - 6)) + | ((in[26 + inpos]) << 6) + | ((in[27 + inpos]) << 53); + out[20 + outpos] = ((in[27 + inpos]) >>> (47 - 36)) + | ((in[28 + inpos]) << 36); + out[21 + outpos] = ((in[28 + inpos]) >>> (47 - 19)) + | ((in[29 + inpos]) << 19); + out[22 + outpos] = ((in[29 + inpos]) >>> (47 - 2)) + | ((in[30 + inpos]) << 2) + | ((in[31 + inpos]) << 49); + out[23 + outpos] = ((in[31 + inpos]) >>> (47 - 32)) + | ((in[32 + inpos]) << 32); + out[24 + outpos] = ((in[32 + inpos]) >>> (47 - 15)) + | ((in[33 + inpos]) << 15) + | ((in[34 + inpos]) << 62); + out[25 + outpos] = ((in[34 + inpos]) >>> (47 - 45)) + | ((in[35 + inpos]) << 45); + out[26 + outpos] = ((in[35 + inpos]) >>> (47 - 28)) + | ((in[36 + inpos]) << 28); + out[27 + outpos] = ((in[36 + inpos]) >>> (47 - 11)) + | ((in[37 + inpos]) << 11) + | ((in[38 + inpos]) << 58); + out[28 + outpos] = ((in[38 + inpos]) >>> (47 - 41)) + | ((in[39 + inpos]) << 41); + out[29 + outpos] = ((in[39 + inpos]) >>> (47 - 24)) + | ((in[40 + inpos]) << 24); + out[30 + outpos] = ((in[40 + inpos]) >>> (47 - 7)) + | ((in[41 + inpos]) << 7) + | ((in[42 + inpos]) << 54); + out[31 + outpos] = ((in[42 + inpos]) >>> (47 - 37)) + | ((in[43 + inpos]) << 37); + out[32 + outpos] = ((in[43 + inpos]) >>> (47 - 20)) + | ((in[44 + inpos]) << 20); + out[33 + outpos] = ((in[44 + inpos]) >>> (47 - 3)) + | ((in[45 + inpos]) << 3) + | ((in[46 + inpos]) << 50); + out[34 + outpos] = ((in[46 + inpos]) >>> (47 - 33)) + | ((in[47 + inpos]) << 33); + out[35 + outpos] = ((in[47 + inpos]) >>> (47 - 16)) + | ((in[48 + inpos]) << 16) + | ((in[49 + inpos]) << 63); + out[36 + outpos] = ((in[49 + inpos]) >>> (47 - 46)) + | ((in[50 + inpos]) << 46); + out[37 + outpos] = ((in[50 + inpos]) >>> (47 - 29)) + | ((in[51 + inpos]) << 29); + out[38 + outpos] = ((in[51 + inpos]) >>> (47 - 12)) + | ((in[52 + inpos]) << 12) + | ((in[53 + inpos]) << 59); + out[39 + outpos] = ((in[53 + inpos]) >>> (47 - 42)) + | ((in[54 + inpos]) << 42); + out[40 + outpos] = ((in[54 + inpos]) >>> (47 - 25)) + | ((in[55 + inpos]) << 25); + out[41 + outpos] = ((in[55 + inpos]) >>> (47 - 8)) + | ((in[56 + inpos]) << 8) + | ((in[57 + inpos]) << 55); + out[42 + outpos] = ((in[57 + inpos]) >>> (47 - 38)) + | ((in[58 + inpos]) << 38); + out[43 + outpos] = ((in[58 + inpos]) >>> (47 - 21)) + | ((in[59 + inpos]) << 21); + out[44 + outpos] = ((in[59 + inpos]) >>> (47 - 4)) + | ((in[60 + inpos]) << 4) + | ((in[61 + inpos]) << 51); + out[45 + outpos] = ((in[61 + inpos]) >>> (47 - 34)) + | ((in[62 + inpos]) << 34); + out[46 + outpos] = ((in[62 + inpos]) >>> (47 - 17)) + | ((in[63 + inpos]) << 17); + } + + protected static void fastpackwithoutmask48(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 48); + out[1 + outpos] = ((in[1 + inpos]) >>> (48 - 32)) + | ((in[2 + inpos]) << 32); + out[2 + outpos] = ((in[2 + inpos]) >>> (48 - 16)) + | ((in[3 + inpos]) << 16); + out[3 + outpos] = in[4 + inpos] + | ((in[5 + inpos]) << 48); + out[4 + outpos] = ((in[5 + inpos]) >>> (48 - 32)) + | ((in[6 + inpos]) << 32); + out[5 + outpos] = ((in[6 + inpos]) >>> (48 - 16)) + | ((in[7 + inpos]) << 16); + out[6 + outpos] = in[8 + inpos] + | ((in[9 + inpos]) << 48); + out[7 + outpos] = ((in[9 + inpos]) >>> (48 - 32)) + | ((in[10 + inpos]) << 32); + out[8 + outpos] = ((in[10 + inpos]) >>> (48 - 16)) + | ((in[11 + inpos]) << 16); + out[9 + outpos] = in[12 + inpos] + | ((in[13 + inpos]) << 48); + out[10 + outpos] = ((in[13 + inpos]) >>> (48 - 32)) + | ((in[14 + inpos]) << 32); + out[11 + outpos] = ((in[14 + inpos]) >>> (48 - 16)) + | ((in[15 + inpos]) << 16); + out[12 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 48); + out[13 + outpos] = ((in[17 + inpos]) >>> (48 - 32)) + | ((in[18 + inpos]) << 32); + out[14 + outpos] = ((in[18 + inpos]) >>> (48 - 16)) + | ((in[19 + inpos]) << 16); + out[15 + outpos] = in[20 + inpos] + | ((in[21 + inpos]) << 48); + out[16 + outpos] = ((in[21 + inpos]) >>> (48 - 32)) + | ((in[22 + inpos]) << 32); + out[17 + outpos] = ((in[22 + inpos]) >>> (48 - 16)) + | ((in[23 + inpos]) << 16); + out[18 + outpos] = in[24 + inpos] + | ((in[25 + inpos]) << 48); + out[19 + outpos] = ((in[25 + inpos]) >>> (48 - 32)) + | ((in[26 + inpos]) << 32); + out[20 + outpos] = ((in[26 + inpos]) >>> (48 - 16)) + | ((in[27 + inpos]) << 16); + out[21 + outpos] = in[28 + inpos] + | ((in[29 + inpos]) << 48); + out[22 + outpos] = ((in[29 + inpos]) >>> (48 - 32)) + | ((in[30 + inpos]) << 32); + out[23 + outpos] = ((in[30 + inpos]) >>> (48 - 16)) + | ((in[31 + inpos]) << 16); + out[24 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 48); + out[25 + outpos] = ((in[33 + inpos]) >>> (48 - 32)) + | ((in[34 + inpos]) << 32); + out[26 + outpos] = ((in[34 + inpos]) >>> (48 - 16)) + | ((in[35 + inpos]) << 16); + out[27 + outpos] = in[36 + inpos] + | ((in[37 + inpos]) << 48); + out[28 + outpos] = ((in[37 + inpos]) >>> (48 - 32)) + | ((in[38 + inpos]) << 32); + out[29 + outpos] = ((in[38 + inpos]) >>> (48 - 16)) + | ((in[39 + inpos]) << 16); + out[30 + outpos] = in[40 + inpos] + | ((in[41 + inpos]) << 48); + out[31 + outpos] = ((in[41 + inpos]) >>> (48 - 32)) + | ((in[42 + inpos]) << 32); + out[32 + outpos] = ((in[42 + inpos]) >>> (48 - 16)) + | ((in[43 + inpos]) << 16); + out[33 + outpos] = in[44 + inpos] + | ((in[45 + inpos]) << 48); + out[34 + outpos] = ((in[45 + inpos]) >>> (48 - 32)) + | ((in[46 + inpos]) << 32); + out[35 + outpos] = ((in[46 + inpos]) >>> (48 - 16)) + | ((in[47 + inpos]) << 16); + out[36 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 48); + out[37 + outpos] = ((in[49 + inpos]) >>> (48 - 32)) + | ((in[50 + inpos]) << 32); + out[38 + outpos] = ((in[50 + inpos]) >>> (48 - 16)) + | ((in[51 + inpos]) << 16); + out[39 + outpos] = in[52 + inpos] + | ((in[53 + inpos]) << 48); + out[40 + outpos] = ((in[53 + inpos]) >>> (48 - 32)) + | ((in[54 + inpos]) << 32); + out[41 + outpos] = ((in[54 + inpos]) >>> (48 - 16)) + | ((in[55 + inpos]) << 16); + out[42 + outpos] = in[56 + inpos] + | ((in[57 + inpos]) << 48); + out[43 + outpos] = ((in[57 + inpos]) >>> (48 - 32)) + | ((in[58 + inpos]) << 32); + out[44 + outpos] = ((in[58 + inpos]) >>> (48 - 16)) + | ((in[59 + inpos]) << 16); + out[45 + outpos] = in[60 + inpos] + | ((in[61 + inpos]) << 48); + out[46 + outpos] = ((in[61 + inpos]) >>> (48 - 32)) + | ((in[62 + inpos]) << 32); + out[47 + outpos] = ((in[62 + inpos]) >>> (48 - 16)) + | ((in[63 + inpos]) << 16); + } + + protected static void fastpackwithoutmask49(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 49); + out[1 + outpos] = ((in[1 + inpos]) >>> (49 - 34)) + | ((in[2 + inpos]) << 34); + out[2 + outpos] = ((in[2 + inpos]) >>> (49 - 19)) + | ((in[3 + inpos]) << 19); + out[3 + outpos] = ((in[3 + inpos]) >>> (49 - 4)) + | ((in[4 + inpos]) << 4) + | ((in[5 + inpos]) << 53); + out[4 + outpos] = ((in[5 + inpos]) >>> (49 - 38)) + | ((in[6 + inpos]) << 38); + out[5 + outpos] = ((in[6 + inpos]) >>> (49 - 23)) + | ((in[7 + inpos]) << 23); + out[6 + outpos] = ((in[7 + inpos]) >>> (49 - 8)) + | ((in[8 + inpos]) << 8) + | ((in[9 + inpos]) << 57); + out[7 + outpos] = ((in[9 + inpos]) >>> (49 - 42)) + | ((in[10 + inpos]) << 42); + out[8 + outpos] = ((in[10 + inpos]) >>> (49 - 27)) + | ((in[11 + inpos]) << 27); + out[9 + outpos] = ((in[11 + inpos]) >>> (49 - 12)) + | ((in[12 + inpos]) << 12) + | ((in[13 + inpos]) << 61); + out[10 + outpos] = ((in[13 + inpos]) >>> (49 - 46)) + | ((in[14 + inpos]) << 46); + out[11 + outpos] = ((in[14 + inpos]) >>> (49 - 31)) + | ((in[15 + inpos]) << 31); + out[12 + outpos] = ((in[15 + inpos]) >>> (49 - 16)) + | ((in[16 + inpos]) << 16); + out[13 + outpos] = ((in[16 + inpos]) >>> (49 - 1)) + | ((in[17 + inpos]) << 1) + | ((in[18 + inpos]) << 50); + out[14 + outpos] = ((in[18 + inpos]) >>> (49 - 35)) + | ((in[19 + inpos]) << 35); + out[15 + outpos] = ((in[19 + inpos]) >>> (49 - 20)) + | ((in[20 + inpos]) << 20); + out[16 + outpos] = ((in[20 + inpos]) >>> (49 - 5)) + | ((in[21 + inpos]) << 5) + | ((in[22 + inpos]) << 54); + out[17 + outpos] = ((in[22 + inpos]) >>> (49 - 39)) + | ((in[23 + inpos]) << 39); + out[18 + outpos] = ((in[23 + inpos]) >>> (49 - 24)) + | ((in[24 + inpos]) << 24); + out[19 + outpos] = ((in[24 + inpos]) >>> (49 - 9)) + | ((in[25 + inpos]) << 9) + | ((in[26 + inpos]) << 58); + out[20 + outpos] = ((in[26 + inpos]) >>> (49 - 43)) + | ((in[27 + inpos]) << 43); + out[21 + outpos] = ((in[27 + inpos]) >>> (49 - 28)) + | ((in[28 + inpos]) << 28); + out[22 + outpos] = ((in[28 + inpos]) >>> (49 - 13)) + | ((in[29 + inpos]) << 13) + | ((in[30 + inpos]) << 62); + out[23 + outpos] = ((in[30 + inpos]) >>> (49 - 47)) + | ((in[31 + inpos]) << 47); + out[24 + outpos] = ((in[31 + inpos]) >>> (49 - 32)) + | ((in[32 + inpos]) << 32); + out[25 + outpos] = ((in[32 + inpos]) >>> (49 - 17)) + | ((in[33 + inpos]) << 17); + out[26 + outpos] = ((in[33 + inpos]) >>> (49 - 2)) + | ((in[34 + inpos]) << 2) + | ((in[35 + inpos]) << 51); + out[27 + outpos] = ((in[35 + inpos]) >>> (49 - 36)) + | ((in[36 + inpos]) << 36); + out[28 + outpos] = ((in[36 + inpos]) >>> (49 - 21)) + | ((in[37 + inpos]) << 21); + out[29 + outpos] = ((in[37 + inpos]) >>> (49 - 6)) + | ((in[38 + inpos]) << 6) + | ((in[39 + inpos]) << 55); + out[30 + outpos] = ((in[39 + inpos]) >>> (49 - 40)) + | ((in[40 + inpos]) << 40); + out[31 + outpos] = ((in[40 + inpos]) >>> (49 - 25)) + | ((in[41 + inpos]) << 25); + out[32 + outpos] = ((in[41 + inpos]) >>> (49 - 10)) + | ((in[42 + inpos]) << 10) + | ((in[43 + inpos]) << 59); + out[33 + outpos] = ((in[43 + inpos]) >>> (49 - 44)) + | ((in[44 + inpos]) << 44); + out[34 + outpos] = ((in[44 + inpos]) >>> (49 - 29)) + | ((in[45 + inpos]) << 29); + out[35 + outpos] = ((in[45 + inpos]) >>> (49 - 14)) + | ((in[46 + inpos]) << 14) + | ((in[47 + inpos]) << 63); + out[36 + outpos] = ((in[47 + inpos]) >>> (49 - 48)) + | ((in[48 + inpos]) << 48); + out[37 + outpos] = ((in[48 + inpos]) >>> (49 - 33)) + | ((in[49 + inpos]) << 33); + out[38 + outpos] = ((in[49 + inpos]) >>> (49 - 18)) + | ((in[50 + inpos]) << 18); + out[39 + outpos] = ((in[50 + inpos]) >>> (49 - 3)) + | ((in[51 + inpos]) << 3) + | ((in[52 + inpos]) << 52); + out[40 + outpos] = ((in[52 + inpos]) >>> (49 - 37)) + | ((in[53 + inpos]) << 37); + out[41 + outpos] = ((in[53 + inpos]) >>> (49 - 22)) + | ((in[54 + inpos]) << 22); + out[42 + outpos] = ((in[54 + inpos]) >>> (49 - 7)) + | ((in[55 + inpos]) << 7) + | ((in[56 + inpos]) << 56); + out[43 + outpos] = ((in[56 + inpos]) >>> (49 - 41)) + | ((in[57 + inpos]) << 41); + out[44 + outpos] = ((in[57 + inpos]) >>> (49 - 26)) + | ((in[58 + inpos]) << 26); + out[45 + outpos] = ((in[58 + inpos]) >>> (49 - 11)) + | ((in[59 + inpos]) << 11) + | ((in[60 + inpos]) << 60); + out[46 + outpos] = ((in[60 + inpos]) >>> (49 - 45)) + | ((in[61 + inpos]) << 45); + out[47 + outpos] = ((in[61 + inpos]) >>> (49 - 30)) + | ((in[62 + inpos]) << 30); + out[48 + outpos] = ((in[62 + inpos]) >>> (49 - 15)) + | ((in[63 + inpos]) << 15); + } + + protected static void fastpackwithoutmask50(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 50); + out[1 + outpos] = ((in[1 + inpos]) >>> (50 - 36)) + | ((in[2 + inpos]) << 36); + out[2 + outpos] = ((in[2 + inpos]) >>> (50 - 22)) + | ((in[3 + inpos]) << 22); + out[3 + outpos] = ((in[3 + inpos]) >>> (50 - 8)) + | ((in[4 + inpos]) << 8) + | ((in[5 + inpos]) << 58); + out[4 + outpos] = ((in[5 + inpos]) >>> (50 - 44)) + | ((in[6 + inpos]) << 44); + out[5 + outpos] = ((in[6 + inpos]) >>> (50 - 30)) + | ((in[7 + inpos]) << 30); + out[6 + outpos] = ((in[7 + inpos]) >>> (50 - 16)) + | ((in[8 + inpos]) << 16); + out[7 + outpos] = ((in[8 + inpos]) >>> (50 - 2)) + | ((in[9 + inpos]) << 2) + | ((in[10 + inpos]) << 52); + out[8 + outpos] = ((in[10 + inpos]) >>> (50 - 38)) + | ((in[11 + inpos]) << 38); + out[9 + outpos] = ((in[11 + inpos]) >>> (50 - 24)) + | ((in[12 + inpos]) << 24); + out[10 + outpos] = ((in[12 + inpos]) >>> (50 - 10)) + | ((in[13 + inpos]) << 10) + | ((in[14 + inpos]) << 60); + out[11 + outpos] = ((in[14 + inpos]) >>> (50 - 46)) + | ((in[15 + inpos]) << 46); + out[12 + outpos] = ((in[15 + inpos]) >>> (50 - 32)) + | ((in[16 + inpos]) << 32); + out[13 + outpos] = ((in[16 + inpos]) >>> (50 - 18)) + | ((in[17 + inpos]) << 18); + out[14 + outpos] = ((in[17 + inpos]) >>> (50 - 4)) + | ((in[18 + inpos]) << 4) + | ((in[19 + inpos]) << 54); + out[15 + outpos] = ((in[19 + inpos]) >>> (50 - 40)) + | ((in[20 + inpos]) << 40); + out[16 + outpos] = ((in[20 + inpos]) >>> (50 - 26)) + | ((in[21 + inpos]) << 26); + out[17 + outpos] = ((in[21 + inpos]) >>> (50 - 12)) + | ((in[22 + inpos]) << 12) + | ((in[23 + inpos]) << 62); + out[18 + outpos] = ((in[23 + inpos]) >>> (50 - 48)) + | ((in[24 + inpos]) << 48); + out[19 + outpos] = ((in[24 + inpos]) >>> (50 - 34)) + | ((in[25 + inpos]) << 34); + out[20 + outpos] = ((in[25 + inpos]) >>> (50 - 20)) + | ((in[26 + inpos]) << 20); + out[21 + outpos] = ((in[26 + inpos]) >>> (50 - 6)) + | ((in[27 + inpos]) << 6) + | ((in[28 + inpos]) << 56); + out[22 + outpos] = ((in[28 + inpos]) >>> (50 - 42)) + | ((in[29 + inpos]) << 42); + out[23 + outpos] = ((in[29 + inpos]) >>> (50 - 28)) + | ((in[30 + inpos]) << 28); + out[24 + outpos] = ((in[30 + inpos]) >>> (50 - 14)) + | ((in[31 + inpos]) << 14); + out[25 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 50); + out[26 + outpos] = ((in[33 + inpos]) >>> (50 - 36)) + | ((in[34 + inpos]) << 36); + out[27 + outpos] = ((in[34 + inpos]) >>> (50 - 22)) + | ((in[35 + inpos]) << 22); + out[28 + outpos] = ((in[35 + inpos]) >>> (50 - 8)) + | ((in[36 + inpos]) << 8) + | ((in[37 + inpos]) << 58); + out[29 + outpos] = ((in[37 + inpos]) >>> (50 - 44)) + | ((in[38 + inpos]) << 44); + out[30 + outpos] = ((in[38 + inpos]) >>> (50 - 30)) + | ((in[39 + inpos]) << 30); + out[31 + outpos] = ((in[39 + inpos]) >>> (50 - 16)) + | ((in[40 + inpos]) << 16); + out[32 + outpos] = ((in[40 + inpos]) >>> (50 - 2)) + | ((in[41 + inpos]) << 2) + | ((in[42 + inpos]) << 52); + out[33 + outpos] = ((in[42 + inpos]) >>> (50 - 38)) + | ((in[43 + inpos]) << 38); + out[34 + outpos] = ((in[43 + inpos]) >>> (50 - 24)) + | ((in[44 + inpos]) << 24); + out[35 + outpos] = ((in[44 + inpos]) >>> (50 - 10)) + | ((in[45 + inpos]) << 10) + | ((in[46 + inpos]) << 60); + out[36 + outpos] = ((in[46 + inpos]) >>> (50 - 46)) + | ((in[47 + inpos]) << 46); + out[37 + outpos] = ((in[47 + inpos]) >>> (50 - 32)) + | ((in[48 + inpos]) << 32); + out[38 + outpos] = ((in[48 + inpos]) >>> (50 - 18)) + | ((in[49 + inpos]) << 18); + out[39 + outpos] = ((in[49 + inpos]) >>> (50 - 4)) + | ((in[50 + inpos]) << 4) + | ((in[51 + inpos]) << 54); + out[40 + outpos] = ((in[51 + inpos]) >>> (50 - 40)) + | ((in[52 + inpos]) << 40); + out[41 + outpos] = ((in[52 + inpos]) >>> (50 - 26)) + | ((in[53 + inpos]) << 26); + out[42 + outpos] = ((in[53 + inpos]) >>> (50 - 12)) + | ((in[54 + inpos]) << 12) + | ((in[55 + inpos]) << 62); + out[43 + outpos] = ((in[55 + inpos]) >>> (50 - 48)) + | ((in[56 + inpos]) << 48); + out[44 + outpos] = ((in[56 + inpos]) >>> (50 - 34)) + | ((in[57 + inpos]) << 34); + out[45 + outpos] = ((in[57 + inpos]) >>> (50 - 20)) + | ((in[58 + inpos]) << 20); + out[46 + outpos] = ((in[58 + inpos]) >>> (50 - 6)) + | ((in[59 + inpos]) << 6) + | ((in[60 + inpos]) << 56); + out[47 + outpos] = ((in[60 + inpos]) >>> (50 - 42)) + | ((in[61 + inpos]) << 42); + out[48 + outpos] = ((in[61 + inpos]) >>> (50 - 28)) + | ((in[62 + inpos]) << 28); + out[49 + outpos] = ((in[62 + inpos]) >>> (50 - 14)) + | ((in[63 + inpos]) << 14); + } + + protected static void fastpackwithoutmask51(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 51); + out[1 + outpos] = ((in[1 + inpos]) >>> (51 - 38)) + | ((in[2 + inpos]) << 38); + out[2 + outpos] = ((in[2 + inpos]) >>> (51 - 25)) + | ((in[3 + inpos]) << 25); + out[3 + outpos] = ((in[3 + inpos]) >>> (51 - 12)) + | ((in[4 + inpos]) << 12) + | ((in[5 + inpos]) << 63); + out[4 + outpos] = ((in[5 + inpos]) >>> (51 - 50)) + | ((in[6 + inpos]) << 50); + out[5 + outpos] = ((in[6 + inpos]) >>> (51 - 37)) + | ((in[7 + inpos]) << 37); + out[6 + outpos] = ((in[7 + inpos]) >>> (51 - 24)) + | ((in[8 + inpos]) << 24); + out[7 + outpos] = ((in[8 + inpos]) >>> (51 - 11)) + | ((in[9 + inpos]) << 11) + | ((in[10 + inpos]) << 62); + out[8 + outpos] = ((in[10 + inpos]) >>> (51 - 49)) + | ((in[11 + inpos]) << 49); + out[9 + outpos] = ((in[11 + inpos]) >>> (51 - 36)) + | ((in[12 + inpos]) << 36); + out[10 + outpos] = ((in[12 + inpos]) >>> (51 - 23)) + | ((in[13 + inpos]) << 23); + out[11 + outpos] = ((in[13 + inpos]) >>> (51 - 10)) + | ((in[14 + inpos]) << 10) + | ((in[15 + inpos]) << 61); + out[12 + outpos] = ((in[15 + inpos]) >>> (51 - 48)) + | ((in[16 + inpos]) << 48); + out[13 + outpos] = ((in[16 + inpos]) >>> (51 - 35)) + | ((in[17 + inpos]) << 35); + out[14 + outpos] = ((in[17 + inpos]) >>> (51 - 22)) + | ((in[18 + inpos]) << 22); + out[15 + outpos] = ((in[18 + inpos]) >>> (51 - 9)) + | ((in[19 + inpos]) << 9) + | ((in[20 + inpos]) << 60); + out[16 + outpos] = ((in[20 + inpos]) >>> (51 - 47)) + | ((in[21 + inpos]) << 47); + out[17 + outpos] = ((in[21 + inpos]) >>> (51 - 34)) + | ((in[22 + inpos]) << 34); + out[18 + outpos] = ((in[22 + inpos]) >>> (51 - 21)) + | ((in[23 + inpos]) << 21); + out[19 + outpos] = ((in[23 + inpos]) >>> (51 - 8)) + | ((in[24 + inpos]) << 8) + | ((in[25 + inpos]) << 59); + out[20 + outpos] = ((in[25 + inpos]) >>> (51 - 46)) + | ((in[26 + inpos]) << 46); + out[21 + outpos] = ((in[26 + inpos]) >>> (51 - 33)) + | ((in[27 + inpos]) << 33); + out[22 + outpos] = ((in[27 + inpos]) >>> (51 - 20)) + | ((in[28 + inpos]) << 20); + out[23 + outpos] = ((in[28 + inpos]) >>> (51 - 7)) + | ((in[29 + inpos]) << 7) + | ((in[30 + inpos]) << 58); + out[24 + outpos] = ((in[30 + inpos]) >>> (51 - 45)) + | ((in[31 + inpos]) << 45); + out[25 + outpos] = ((in[31 + inpos]) >>> (51 - 32)) + | ((in[32 + inpos]) << 32); + out[26 + outpos] = ((in[32 + inpos]) >>> (51 - 19)) + | ((in[33 + inpos]) << 19); + out[27 + outpos] = ((in[33 + inpos]) >>> (51 - 6)) + | ((in[34 + inpos]) << 6) + | ((in[35 + inpos]) << 57); + out[28 + outpos] = ((in[35 + inpos]) >>> (51 - 44)) + | ((in[36 + inpos]) << 44); + out[29 + outpos] = ((in[36 + inpos]) >>> (51 - 31)) + | ((in[37 + inpos]) << 31); + out[30 + outpos] = ((in[37 + inpos]) >>> (51 - 18)) + | ((in[38 + inpos]) << 18); + out[31 + outpos] = ((in[38 + inpos]) >>> (51 - 5)) + | ((in[39 + inpos]) << 5) + | ((in[40 + inpos]) << 56); + out[32 + outpos] = ((in[40 + inpos]) >>> (51 - 43)) + | ((in[41 + inpos]) << 43); + out[33 + outpos] = ((in[41 + inpos]) >>> (51 - 30)) + | ((in[42 + inpos]) << 30); + out[34 + outpos] = ((in[42 + inpos]) >>> (51 - 17)) + | ((in[43 + inpos]) << 17); + out[35 + outpos] = ((in[43 + inpos]) >>> (51 - 4)) + | ((in[44 + inpos]) << 4) + | ((in[45 + inpos]) << 55); + out[36 + outpos] = ((in[45 + inpos]) >>> (51 - 42)) + | ((in[46 + inpos]) << 42); + out[37 + outpos] = ((in[46 + inpos]) >>> (51 - 29)) + | ((in[47 + inpos]) << 29); + out[38 + outpos] = ((in[47 + inpos]) >>> (51 - 16)) + | ((in[48 + inpos]) << 16); + out[39 + outpos] = ((in[48 + inpos]) >>> (51 - 3)) + | ((in[49 + inpos]) << 3) + | ((in[50 + inpos]) << 54); + out[40 + outpos] = ((in[50 + inpos]) >>> (51 - 41)) + | ((in[51 + inpos]) << 41); + out[41 + outpos] = ((in[51 + inpos]) >>> (51 - 28)) + | ((in[52 + inpos]) << 28); + out[42 + outpos] = ((in[52 + inpos]) >>> (51 - 15)) + | ((in[53 + inpos]) << 15); + out[43 + outpos] = ((in[53 + inpos]) >>> (51 - 2)) + | ((in[54 + inpos]) << 2) + | ((in[55 + inpos]) << 53); + out[44 + outpos] = ((in[55 + inpos]) >>> (51 - 40)) + | ((in[56 + inpos]) << 40); + out[45 + outpos] = ((in[56 + inpos]) >>> (51 - 27)) + | ((in[57 + inpos]) << 27); + out[46 + outpos] = ((in[57 + inpos]) >>> (51 - 14)) + | ((in[58 + inpos]) << 14); + out[47 + outpos] = ((in[58 + inpos]) >>> (51 - 1)) + | ((in[59 + inpos]) << 1) + | ((in[60 + inpos]) << 52); + out[48 + outpos] = ((in[60 + inpos]) >>> (51 - 39)) + | ((in[61 + inpos]) << 39); + out[49 + outpos] = ((in[61 + inpos]) >>> (51 - 26)) + | ((in[62 + inpos]) << 26); + out[50 + outpos] = ((in[62 + inpos]) >>> (51 - 13)) + | ((in[63 + inpos]) << 13); + } + + protected static void fastpackwithoutmask52(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 52); + out[1 + outpos] = ((in[1 + inpos]) >>> (52 - 40)) + | ((in[2 + inpos]) << 40); + out[2 + outpos] = ((in[2 + inpos]) >>> (52 - 28)) + | ((in[3 + inpos]) << 28); + out[3 + outpos] = ((in[3 + inpos]) >>> (52 - 16)) + | ((in[4 + inpos]) << 16); + out[4 + outpos] = ((in[4 + inpos]) >>> (52 - 4)) + | ((in[5 + inpos]) << 4) + | ((in[6 + inpos]) << 56); + out[5 + outpos] = ((in[6 + inpos]) >>> (52 - 44)) + | ((in[7 + inpos]) << 44); + out[6 + outpos] = ((in[7 + inpos]) >>> (52 - 32)) + | ((in[8 + inpos]) << 32); + out[7 + outpos] = ((in[8 + inpos]) >>> (52 - 20)) + | ((in[9 + inpos]) << 20); + out[8 + outpos] = ((in[9 + inpos]) >>> (52 - 8)) + | ((in[10 + inpos]) << 8) + | ((in[11 + inpos]) << 60); + out[9 + outpos] = ((in[11 + inpos]) >>> (52 - 48)) + | ((in[12 + inpos]) << 48); + out[10 + outpos] = ((in[12 + inpos]) >>> (52 - 36)) + | ((in[13 + inpos]) << 36); + out[11 + outpos] = ((in[13 + inpos]) >>> (52 - 24)) + | ((in[14 + inpos]) << 24); + out[12 + outpos] = ((in[14 + inpos]) >>> (52 - 12)) + | ((in[15 + inpos]) << 12); + out[13 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 52); + out[14 + outpos] = ((in[17 + inpos]) >>> (52 - 40)) + | ((in[18 + inpos]) << 40); + out[15 + outpos] = ((in[18 + inpos]) >>> (52 - 28)) + | ((in[19 + inpos]) << 28); + out[16 + outpos] = ((in[19 + inpos]) >>> (52 - 16)) + | ((in[20 + inpos]) << 16); + out[17 + outpos] = ((in[20 + inpos]) >>> (52 - 4)) + | ((in[21 + inpos]) << 4) + | ((in[22 + inpos]) << 56); + out[18 + outpos] = ((in[22 + inpos]) >>> (52 - 44)) + | ((in[23 + inpos]) << 44); + out[19 + outpos] = ((in[23 + inpos]) >>> (52 - 32)) + | ((in[24 + inpos]) << 32); + out[20 + outpos] = ((in[24 + inpos]) >>> (52 - 20)) + | ((in[25 + inpos]) << 20); + out[21 + outpos] = ((in[25 + inpos]) >>> (52 - 8)) + | ((in[26 + inpos]) << 8) + | ((in[27 + inpos]) << 60); + out[22 + outpos] = ((in[27 + inpos]) >>> (52 - 48)) + | ((in[28 + inpos]) << 48); + out[23 + outpos] = ((in[28 + inpos]) >>> (52 - 36)) + | ((in[29 + inpos]) << 36); + out[24 + outpos] = ((in[29 + inpos]) >>> (52 - 24)) + | ((in[30 + inpos]) << 24); + out[25 + outpos] = ((in[30 + inpos]) >>> (52 - 12)) + | ((in[31 + inpos]) << 12); + out[26 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 52); + out[27 + outpos] = ((in[33 + inpos]) >>> (52 - 40)) + | ((in[34 + inpos]) << 40); + out[28 + outpos] = ((in[34 + inpos]) >>> (52 - 28)) + | ((in[35 + inpos]) << 28); + out[29 + outpos] = ((in[35 + inpos]) >>> (52 - 16)) + | ((in[36 + inpos]) << 16); + out[30 + outpos] = ((in[36 + inpos]) >>> (52 - 4)) + | ((in[37 + inpos]) << 4) + | ((in[38 + inpos]) << 56); + out[31 + outpos] = ((in[38 + inpos]) >>> (52 - 44)) + | ((in[39 + inpos]) << 44); + out[32 + outpos] = ((in[39 + inpos]) >>> (52 - 32)) + | ((in[40 + inpos]) << 32); + out[33 + outpos] = ((in[40 + inpos]) >>> (52 - 20)) + | ((in[41 + inpos]) << 20); + out[34 + outpos] = ((in[41 + inpos]) >>> (52 - 8)) + | ((in[42 + inpos]) << 8) + | ((in[43 + inpos]) << 60); + out[35 + outpos] = ((in[43 + inpos]) >>> (52 - 48)) + | ((in[44 + inpos]) << 48); + out[36 + outpos] = ((in[44 + inpos]) >>> (52 - 36)) + | ((in[45 + inpos]) << 36); + out[37 + outpos] = ((in[45 + inpos]) >>> (52 - 24)) + | ((in[46 + inpos]) << 24); + out[38 + outpos] = ((in[46 + inpos]) >>> (52 - 12)) + | ((in[47 + inpos]) << 12); + out[39 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 52); + out[40 + outpos] = ((in[49 + inpos]) >>> (52 - 40)) + | ((in[50 + inpos]) << 40); + out[41 + outpos] = ((in[50 + inpos]) >>> (52 - 28)) + | ((in[51 + inpos]) << 28); + out[42 + outpos] = ((in[51 + inpos]) >>> (52 - 16)) + | ((in[52 + inpos]) << 16); + out[43 + outpos] = ((in[52 + inpos]) >>> (52 - 4)) + | ((in[53 + inpos]) << 4) + | ((in[54 + inpos]) << 56); + out[44 + outpos] = ((in[54 + inpos]) >>> (52 - 44)) + | ((in[55 + inpos]) << 44); + out[45 + outpos] = ((in[55 + inpos]) >>> (52 - 32)) + | ((in[56 + inpos]) << 32); + out[46 + outpos] = ((in[56 + inpos]) >>> (52 - 20)) + | ((in[57 + inpos]) << 20); + out[47 + outpos] = ((in[57 + inpos]) >>> (52 - 8)) + | ((in[58 + inpos]) << 8) + | ((in[59 + inpos]) << 60); + out[48 + outpos] = ((in[59 + inpos]) >>> (52 - 48)) + | ((in[60 + inpos]) << 48); + out[49 + outpos] = ((in[60 + inpos]) >>> (52 - 36)) + | ((in[61 + inpos]) << 36); + out[50 + outpos] = ((in[61 + inpos]) >>> (52 - 24)) + | ((in[62 + inpos]) << 24); + out[51 + outpos] = ((in[62 + inpos]) >>> (52 - 12)) + | ((in[63 + inpos]) << 12); + } + + protected static void fastpackwithoutmask53(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 53); + out[1 + outpos] = ((in[1 + inpos]) >>> (53 - 42)) + | ((in[2 + inpos]) << 42); + out[2 + outpos] = ((in[2 + inpos]) >>> (53 - 31)) + | ((in[3 + inpos]) << 31); + out[3 + outpos] = ((in[3 + inpos]) >>> (53 - 20)) + | ((in[4 + inpos]) << 20); + out[4 + outpos] = ((in[4 + inpos]) >>> (53 - 9)) + | ((in[5 + inpos]) << 9) + | ((in[6 + inpos]) << 62); + out[5 + outpos] = ((in[6 + inpos]) >>> (53 - 51)) + | ((in[7 + inpos]) << 51); + out[6 + outpos] = ((in[7 + inpos]) >>> (53 - 40)) + | ((in[8 + inpos]) << 40); + out[7 + outpos] = ((in[8 + inpos]) >>> (53 - 29)) + | ((in[9 + inpos]) << 29); + out[8 + outpos] = ((in[9 + inpos]) >>> (53 - 18)) + | ((in[10 + inpos]) << 18); + out[9 + outpos] = ((in[10 + inpos]) >>> (53 - 7)) + | ((in[11 + inpos]) << 7) + | ((in[12 + inpos]) << 60); + out[10 + outpos] = ((in[12 + inpos]) >>> (53 - 49)) + | ((in[13 + inpos]) << 49); + out[11 + outpos] = ((in[13 + inpos]) >>> (53 - 38)) + | ((in[14 + inpos]) << 38); + out[12 + outpos] = ((in[14 + inpos]) >>> (53 - 27)) + | ((in[15 + inpos]) << 27); + out[13 + outpos] = ((in[15 + inpos]) >>> (53 - 16)) + | ((in[16 + inpos]) << 16); + out[14 + outpos] = ((in[16 + inpos]) >>> (53 - 5)) + | ((in[17 + inpos]) << 5) + | ((in[18 + inpos]) << 58); + out[15 + outpos] = ((in[18 + inpos]) >>> (53 - 47)) + | ((in[19 + inpos]) << 47); + out[16 + outpos] = ((in[19 + inpos]) >>> (53 - 36)) + | ((in[20 + inpos]) << 36); + out[17 + outpos] = ((in[20 + inpos]) >>> (53 - 25)) + | ((in[21 + inpos]) << 25); + out[18 + outpos] = ((in[21 + inpos]) >>> (53 - 14)) + | ((in[22 + inpos]) << 14); + out[19 + outpos] = ((in[22 + inpos]) >>> (53 - 3)) + | ((in[23 + inpos]) << 3) + | ((in[24 + inpos]) << 56); + out[20 + outpos] = ((in[24 + inpos]) >>> (53 - 45)) + | ((in[25 + inpos]) << 45); + out[21 + outpos] = ((in[25 + inpos]) >>> (53 - 34)) + | ((in[26 + inpos]) << 34); + out[22 + outpos] = ((in[26 + inpos]) >>> (53 - 23)) + | ((in[27 + inpos]) << 23); + out[23 + outpos] = ((in[27 + inpos]) >>> (53 - 12)) + | ((in[28 + inpos]) << 12); + out[24 + outpos] = ((in[28 + inpos]) >>> (53 - 1)) + | ((in[29 + inpos]) << 1) + | ((in[30 + inpos]) << 54); + out[25 + outpos] = ((in[30 + inpos]) >>> (53 - 43)) + | ((in[31 + inpos]) << 43); + out[26 + outpos] = ((in[31 + inpos]) >>> (53 - 32)) + | ((in[32 + inpos]) << 32); + out[27 + outpos] = ((in[32 + inpos]) >>> (53 - 21)) + | ((in[33 + inpos]) << 21); + out[28 + outpos] = ((in[33 + inpos]) >>> (53 - 10)) + | ((in[34 + inpos]) << 10) + | ((in[35 + inpos]) << 63); + out[29 + outpos] = ((in[35 + inpos]) >>> (53 - 52)) + | ((in[36 + inpos]) << 52); + out[30 + outpos] = ((in[36 + inpos]) >>> (53 - 41)) + | ((in[37 + inpos]) << 41); + out[31 + outpos] = ((in[37 + inpos]) >>> (53 - 30)) + | ((in[38 + inpos]) << 30); + out[32 + outpos] = ((in[38 + inpos]) >>> (53 - 19)) + | ((in[39 + inpos]) << 19); + out[33 + outpos] = ((in[39 + inpos]) >>> (53 - 8)) + | ((in[40 + inpos]) << 8) + | ((in[41 + inpos]) << 61); + out[34 + outpos] = ((in[41 + inpos]) >>> (53 - 50)) + | ((in[42 + inpos]) << 50); + out[35 + outpos] = ((in[42 + inpos]) >>> (53 - 39)) + | ((in[43 + inpos]) << 39); + out[36 + outpos] = ((in[43 + inpos]) >>> (53 - 28)) + | ((in[44 + inpos]) << 28); + out[37 + outpos] = ((in[44 + inpos]) >>> (53 - 17)) + | ((in[45 + inpos]) << 17); + out[38 + outpos] = ((in[45 + inpos]) >>> (53 - 6)) + | ((in[46 + inpos]) << 6) + | ((in[47 + inpos]) << 59); + out[39 + outpos] = ((in[47 + inpos]) >>> (53 - 48)) + | ((in[48 + inpos]) << 48); + out[40 + outpos] = ((in[48 + inpos]) >>> (53 - 37)) + | ((in[49 + inpos]) << 37); + out[41 + outpos] = ((in[49 + inpos]) >>> (53 - 26)) + | ((in[50 + inpos]) << 26); + out[42 + outpos] = ((in[50 + inpos]) >>> (53 - 15)) + | ((in[51 + inpos]) << 15); + out[43 + outpos] = ((in[51 + inpos]) >>> (53 - 4)) + | ((in[52 + inpos]) << 4) + | ((in[53 + inpos]) << 57); + out[44 + outpos] = ((in[53 + inpos]) >>> (53 - 46)) + | ((in[54 + inpos]) << 46); + out[45 + outpos] = ((in[54 + inpos]) >>> (53 - 35)) + | ((in[55 + inpos]) << 35); + out[46 + outpos] = ((in[55 + inpos]) >>> (53 - 24)) + | ((in[56 + inpos]) << 24); + out[47 + outpos] = ((in[56 + inpos]) >>> (53 - 13)) + | ((in[57 + inpos]) << 13); + out[48 + outpos] = ((in[57 + inpos]) >>> (53 - 2)) + | ((in[58 + inpos]) << 2) + | ((in[59 + inpos]) << 55); + out[49 + outpos] = ((in[59 + inpos]) >>> (53 - 44)) + | ((in[60 + inpos]) << 44); + out[50 + outpos] = ((in[60 + inpos]) >>> (53 - 33)) + | ((in[61 + inpos]) << 33); + out[51 + outpos] = ((in[61 + inpos]) >>> (53 - 22)) + | ((in[62 + inpos]) << 22); + out[52 + outpos] = ((in[62 + inpos]) >>> (53 - 11)) + | ((in[63 + inpos]) << 11); + } + + protected static void fastpackwithoutmask54(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 54); + out[1 + outpos] = ((in[1 + inpos]) >>> (54 - 44)) + | ((in[2 + inpos]) << 44); + out[2 + outpos] = ((in[2 + inpos]) >>> (54 - 34)) + | ((in[3 + inpos]) << 34); + out[3 + outpos] = ((in[3 + inpos]) >>> (54 - 24)) + | ((in[4 + inpos]) << 24); + out[4 + outpos] = ((in[4 + inpos]) >>> (54 - 14)) + | ((in[5 + inpos]) << 14); + out[5 + outpos] = ((in[5 + inpos]) >>> (54 - 4)) + | ((in[6 + inpos]) << 4) + | ((in[7 + inpos]) << 58); + out[6 + outpos] = ((in[7 + inpos]) >>> (54 - 48)) + | ((in[8 + inpos]) << 48); + out[7 + outpos] = ((in[8 + inpos]) >>> (54 - 38)) + | ((in[9 + inpos]) << 38); + out[8 + outpos] = ((in[9 + inpos]) >>> (54 - 28)) + | ((in[10 + inpos]) << 28); + out[9 + outpos] = ((in[10 + inpos]) >>> (54 - 18)) + | ((in[11 + inpos]) << 18); + out[10 + outpos] = ((in[11 + inpos]) >>> (54 - 8)) + | ((in[12 + inpos]) << 8) + | ((in[13 + inpos]) << 62); + out[11 + outpos] = ((in[13 + inpos]) >>> (54 - 52)) + | ((in[14 + inpos]) << 52); + out[12 + outpos] = ((in[14 + inpos]) >>> (54 - 42)) + | ((in[15 + inpos]) << 42); + out[13 + outpos] = ((in[15 + inpos]) >>> (54 - 32)) + | ((in[16 + inpos]) << 32); + out[14 + outpos] = ((in[16 + inpos]) >>> (54 - 22)) + | ((in[17 + inpos]) << 22); + out[15 + outpos] = ((in[17 + inpos]) >>> (54 - 12)) + | ((in[18 + inpos]) << 12); + out[16 + outpos] = ((in[18 + inpos]) >>> (54 - 2)) + | ((in[19 + inpos]) << 2) + | ((in[20 + inpos]) << 56); + out[17 + outpos] = ((in[20 + inpos]) >>> (54 - 46)) + | ((in[21 + inpos]) << 46); + out[18 + outpos] = ((in[21 + inpos]) >>> (54 - 36)) + | ((in[22 + inpos]) << 36); + out[19 + outpos] = ((in[22 + inpos]) >>> (54 - 26)) + | ((in[23 + inpos]) << 26); + out[20 + outpos] = ((in[23 + inpos]) >>> (54 - 16)) + | ((in[24 + inpos]) << 16); + out[21 + outpos] = ((in[24 + inpos]) >>> (54 - 6)) + | ((in[25 + inpos]) << 6) + | ((in[26 + inpos]) << 60); + out[22 + outpos] = ((in[26 + inpos]) >>> (54 - 50)) + | ((in[27 + inpos]) << 50); + out[23 + outpos] = ((in[27 + inpos]) >>> (54 - 40)) + | ((in[28 + inpos]) << 40); + out[24 + outpos] = ((in[28 + inpos]) >>> (54 - 30)) + | ((in[29 + inpos]) << 30); + out[25 + outpos] = ((in[29 + inpos]) >>> (54 - 20)) + | ((in[30 + inpos]) << 20); + out[26 + outpos] = ((in[30 + inpos]) >>> (54 - 10)) + | ((in[31 + inpos]) << 10); + out[27 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 54); + out[28 + outpos] = ((in[33 + inpos]) >>> (54 - 44)) + | ((in[34 + inpos]) << 44); + out[29 + outpos] = ((in[34 + inpos]) >>> (54 - 34)) + | ((in[35 + inpos]) << 34); + out[30 + outpos] = ((in[35 + inpos]) >>> (54 - 24)) + | ((in[36 + inpos]) << 24); + out[31 + outpos] = ((in[36 + inpos]) >>> (54 - 14)) + | ((in[37 + inpos]) << 14); + out[32 + outpos] = ((in[37 + inpos]) >>> (54 - 4)) + | ((in[38 + inpos]) << 4) + | ((in[39 + inpos]) << 58); + out[33 + outpos] = ((in[39 + inpos]) >>> (54 - 48)) + | ((in[40 + inpos]) << 48); + out[34 + outpos] = ((in[40 + inpos]) >>> (54 - 38)) + | ((in[41 + inpos]) << 38); + out[35 + outpos] = ((in[41 + inpos]) >>> (54 - 28)) + | ((in[42 + inpos]) << 28); + out[36 + outpos] = ((in[42 + inpos]) >>> (54 - 18)) + | ((in[43 + inpos]) << 18); + out[37 + outpos] = ((in[43 + inpos]) >>> (54 - 8)) + | ((in[44 + inpos]) << 8) + | ((in[45 + inpos]) << 62); + out[38 + outpos] = ((in[45 + inpos]) >>> (54 - 52)) + | ((in[46 + inpos]) << 52); + out[39 + outpos] = ((in[46 + inpos]) >>> (54 - 42)) + | ((in[47 + inpos]) << 42); + out[40 + outpos] = ((in[47 + inpos]) >>> (54 - 32)) + | ((in[48 + inpos]) << 32); + out[41 + outpos] = ((in[48 + inpos]) >>> (54 - 22)) + | ((in[49 + inpos]) << 22); + out[42 + outpos] = ((in[49 + inpos]) >>> (54 - 12)) + | ((in[50 + inpos]) << 12); + out[43 + outpos] = ((in[50 + inpos]) >>> (54 - 2)) + | ((in[51 + inpos]) << 2) + | ((in[52 + inpos]) << 56); + out[44 + outpos] = ((in[52 + inpos]) >>> (54 - 46)) + | ((in[53 + inpos]) << 46); + out[45 + outpos] = ((in[53 + inpos]) >>> (54 - 36)) + | ((in[54 + inpos]) << 36); + out[46 + outpos] = ((in[54 + inpos]) >>> (54 - 26)) + | ((in[55 + inpos]) << 26); + out[47 + outpos] = ((in[55 + inpos]) >>> (54 - 16)) + | ((in[56 + inpos]) << 16); + out[48 + outpos] = ((in[56 + inpos]) >>> (54 - 6)) + | ((in[57 + inpos]) << 6) + | ((in[58 + inpos]) << 60); + out[49 + outpos] = ((in[58 + inpos]) >>> (54 - 50)) + | ((in[59 + inpos]) << 50); + out[50 + outpos] = ((in[59 + inpos]) >>> (54 - 40)) + | ((in[60 + inpos]) << 40); + out[51 + outpos] = ((in[60 + inpos]) >>> (54 - 30)) + | ((in[61 + inpos]) << 30); + out[52 + outpos] = ((in[61 + inpos]) >>> (54 - 20)) + | ((in[62 + inpos]) << 20); + out[53 + outpos] = ((in[62 + inpos]) >>> (54 - 10)) + | ((in[63 + inpos]) << 10); + } + + protected static void fastpackwithoutmask55(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 55); + out[1 + outpos] = ((in[1 + inpos]) >>> (55 - 46)) + | ((in[2 + inpos]) << 46); + out[2 + outpos] = ((in[2 + inpos]) >>> (55 - 37)) + | ((in[3 + inpos]) << 37); + out[3 + outpos] = ((in[3 + inpos]) >>> (55 - 28)) + | ((in[4 + inpos]) << 28); + out[4 + outpos] = ((in[4 + inpos]) >>> (55 - 19)) + | ((in[5 + inpos]) << 19); + out[5 + outpos] = ((in[5 + inpos]) >>> (55 - 10)) + | ((in[6 + inpos]) << 10); + out[6 + outpos] = ((in[6 + inpos]) >>> (55 - 1)) + | ((in[7 + inpos]) << 1) + | ((in[8 + inpos]) << 56); + out[7 + outpos] = ((in[8 + inpos]) >>> (55 - 47)) + | ((in[9 + inpos]) << 47); + out[8 + outpos] = ((in[9 + inpos]) >>> (55 - 38)) + | ((in[10 + inpos]) << 38); + out[9 + outpos] = ((in[10 + inpos]) >>> (55 - 29)) + | ((in[11 + inpos]) << 29); + out[10 + outpos] = ((in[11 + inpos]) >>> (55 - 20)) + | ((in[12 + inpos]) << 20); + out[11 + outpos] = ((in[12 + inpos]) >>> (55 - 11)) + | ((in[13 + inpos]) << 11); + out[12 + outpos] = ((in[13 + inpos]) >>> (55 - 2)) + | ((in[14 + inpos]) << 2) + | ((in[15 + inpos]) << 57); + out[13 + outpos] = ((in[15 + inpos]) >>> (55 - 48)) + | ((in[16 + inpos]) << 48); + out[14 + outpos] = ((in[16 + inpos]) >>> (55 - 39)) + | ((in[17 + inpos]) << 39); + out[15 + outpos] = ((in[17 + inpos]) >>> (55 - 30)) + | ((in[18 + inpos]) << 30); + out[16 + outpos] = ((in[18 + inpos]) >>> (55 - 21)) + | ((in[19 + inpos]) << 21); + out[17 + outpos] = ((in[19 + inpos]) >>> (55 - 12)) + | ((in[20 + inpos]) << 12); + out[18 + outpos] = ((in[20 + inpos]) >>> (55 - 3)) + | ((in[21 + inpos]) << 3) + | ((in[22 + inpos]) << 58); + out[19 + outpos] = ((in[22 + inpos]) >>> (55 - 49)) + | ((in[23 + inpos]) << 49); + out[20 + outpos] = ((in[23 + inpos]) >>> (55 - 40)) + | ((in[24 + inpos]) << 40); + out[21 + outpos] = ((in[24 + inpos]) >>> (55 - 31)) + | ((in[25 + inpos]) << 31); + out[22 + outpos] = ((in[25 + inpos]) >>> (55 - 22)) + | ((in[26 + inpos]) << 22); + out[23 + outpos] = ((in[26 + inpos]) >>> (55 - 13)) + | ((in[27 + inpos]) << 13); + out[24 + outpos] = ((in[27 + inpos]) >>> (55 - 4)) + | ((in[28 + inpos]) << 4) + | ((in[29 + inpos]) << 59); + out[25 + outpos] = ((in[29 + inpos]) >>> (55 - 50)) + | ((in[30 + inpos]) << 50); + out[26 + outpos] = ((in[30 + inpos]) >>> (55 - 41)) + | ((in[31 + inpos]) << 41); + out[27 + outpos] = ((in[31 + inpos]) >>> (55 - 32)) + | ((in[32 + inpos]) << 32); + out[28 + outpos] = ((in[32 + inpos]) >>> (55 - 23)) + | ((in[33 + inpos]) << 23); + out[29 + outpos] = ((in[33 + inpos]) >>> (55 - 14)) + | ((in[34 + inpos]) << 14); + out[30 + outpos] = ((in[34 + inpos]) >>> (55 - 5)) + | ((in[35 + inpos]) << 5) + | ((in[36 + inpos]) << 60); + out[31 + outpos] = ((in[36 + inpos]) >>> (55 - 51)) + | ((in[37 + inpos]) << 51); + out[32 + outpos] = ((in[37 + inpos]) >>> (55 - 42)) + | ((in[38 + inpos]) << 42); + out[33 + outpos] = ((in[38 + inpos]) >>> (55 - 33)) + | ((in[39 + inpos]) << 33); + out[34 + outpos] = ((in[39 + inpos]) >>> (55 - 24)) + | ((in[40 + inpos]) << 24); + out[35 + outpos] = ((in[40 + inpos]) >>> (55 - 15)) + | ((in[41 + inpos]) << 15); + out[36 + outpos] = ((in[41 + inpos]) >>> (55 - 6)) + | ((in[42 + inpos]) << 6) + | ((in[43 + inpos]) << 61); + out[37 + outpos] = ((in[43 + inpos]) >>> (55 - 52)) + | ((in[44 + inpos]) << 52); + out[38 + outpos] = ((in[44 + inpos]) >>> (55 - 43)) + | ((in[45 + inpos]) << 43); + out[39 + outpos] = ((in[45 + inpos]) >>> (55 - 34)) + | ((in[46 + inpos]) << 34); + out[40 + outpos] = ((in[46 + inpos]) >>> (55 - 25)) + | ((in[47 + inpos]) << 25); + out[41 + outpos] = ((in[47 + inpos]) >>> (55 - 16)) + | ((in[48 + inpos]) << 16); + out[42 + outpos] = ((in[48 + inpos]) >>> (55 - 7)) + | ((in[49 + inpos]) << 7) + | ((in[50 + inpos]) << 62); + out[43 + outpos] = ((in[50 + inpos]) >>> (55 - 53)) + | ((in[51 + inpos]) << 53); + out[44 + outpos] = ((in[51 + inpos]) >>> (55 - 44)) + | ((in[52 + inpos]) << 44); + out[45 + outpos] = ((in[52 + inpos]) >>> (55 - 35)) + | ((in[53 + inpos]) << 35); + out[46 + outpos] = ((in[53 + inpos]) >>> (55 - 26)) + | ((in[54 + inpos]) << 26); + out[47 + outpos] = ((in[54 + inpos]) >>> (55 - 17)) + | ((in[55 + inpos]) << 17); + out[48 + outpos] = ((in[55 + inpos]) >>> (55 - 8)) + | ((in[56 + inpos]) << 8) + | ((in[57 + inpos]) << 63); + out[49 + outpos] = ((in[57 + inpos]) >>> (55 - 54)) + | ((in[58 + inpos]) << 54); + out[50 + outpos] = ((in[58 + inpos]) >>> (55 - 45)) + | ((in[59 + inpos]) << 45); + out[51 + outpos] = ((in[59 + inpos]) >>> (55 - 36)) + | ((in[60 + inpos]) << 36); + out[52 + outpos] = ((in[60 + inpos]) >>> (55 - 27)) + | ((in[61 + inpos]) << 27); + out[53 + outpos] = ((in[61 + inpos]) >>> (55 - 18)) + | ((in[62 + inpos]) << 18); + out[54 + outpos] = ((in[62 + inpos]) >>> (55 - 9)) + | ((in[63 + inpos]) << 9); + } + + protected static void fastpackwithoutmask56(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 56); + out[1 + outpos] = ((in[1 + inpos]) >>> (56 - 48)) + | ((in[2 + inpos]) << 48); + out[2 + outpos] = ((in[2 + inpos]) >>> (56 - 40)) + | ((in[3 + inpos]) << 40); + out[3 + outpos] = ((in[3 + inpos]) >>> (56 - 32)) + | ((in[4 + inpos]) << 32); + out[4 + outpos] = ((in[4 + inpos]) >>> (56 - 24)) + | ((in[5 + inpos]) << 24); + out[5 + outpos] = ((in[5 + inpos]) >>> (56 - 16)) + | ((in[6 + inpos]) << 16); + out[6 + outpos] = ((in[6 + inpos]) >>> (56 - 8)) + | ((in[7 + inpos]) << 8); + out[7 + outpos] = in[8 + inpos] + | ((in[9 + inpos]) << 56); + out[8 + outpos] = ((in[9 + inpos]) >>> (56 - 48)) + | ((in[10 + inpos]) << 48); + out[9 + outpos] = ((in[10 + inpos]) >>> (56 - 40)) + | ((in[11 + inpos]) << 40); + out[10 + outpos] = ((in[11 + inpos]) >>> (56 - 32)) + | ((in[12 + inpos]) << 32); + out[11 + outpos] = ((in[12 + inpos]) >>> (56 - 24)) + | ((in[13 + inpos]) << 24); + out[12 + outpos] = ((in[13 + inpos]) >>> (56 - 16)) + | ((in[14 + inpos]) << 16); + out[13 + outpos] = ((in[14 + inpos]) >>> (56 - 8)) + | ((in[15 + inpos]) << 8); + out[14 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 56); + out[15 + outpos] = ((in[17 + inpos]) >>> (56 - 48)) + | ((in[18 + inpos]) << 48); + out[16 + outpos] = ((in[18 + inpos]) >>> (56 - 40)) + | ((in[19 + inpos]) << 40); + out[17 + outpos] = ((in[19 + inpos]) >>> (56 - 32)) + | ((in[20 + inpos]) << 32); + out[18 + outpos] = ((in[20 + inpos]) >>> (56 - 24)) + | ((in[21 + inpos]) << 24); + out[19 + outpos] = ((in[21 + inpos]) >>> (56 - 16)) + | ((in[22 + inpos]) << 16); + out[20 + outpos] = ((in[22 + inpos]) >>> (56 - 8)) + | ((in[23 + inpos]) << 8); + out[21 + outpos] = in[24 + inpos] + | ((in[25 + inpos]) << 56); + out[22 + outpos] = ((in[25 + inpos]) >>> (56 - 48)) + | ((in[26 + inpos]) << 48); + out[23 + outpos] = ((in[26 + inpos]) >>> (56 - 40)) + | ((in[27 + inpos]) << 40); + out[24 + outpos] = ((in[27 + inpos]) >>> (56 - 32)) + | ((in[28 + inpos]) << 32); + out[25 + outpos] = ((in[28 + inpos]) >>> (56 - 24)) + | ((in[29 + inpos]) << 24); + out[26 + outpos] = ((in[29 + inpos]) >>> (56 - 16)) + | ((in[30 + inpos]) << 16); + out[27 + outpos] = ((in[30 + inpos]) >>> (56 - 8)) + | ((in[31 + inpos]) << 8); + out[28 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 56); + out[29 + outpos] = ((in[33 + inpos]) >>> (56 - 48)) + | ((in[34 + inpos]) << 48); + out[30 + outpos] = ((in[34 + inpos]) >>> (56 - 40)) + | ((in[35 + inpos]) << 40); + out[31 + outpos] = ((in[35 + inpos]) >>> (56 - 32)) + | ((in[36 + inpos]) << 32); + out[32 + outpos] = ((in[36 + inpos]) >>> (56 - 24)) + | ((in[37 + inpos]) << 24); + out[33 + outpos] = ((in[37 + inpos]) >>> (56 - 16)) + | ((in[38 + inpos]) << 16); + out[34 + outpos] = ((in[38 + inpos]) >>> (56 - 8)) + | ((in[39 + inpos]) << 8); + out[35 + outpos] = in[40 + inpos] + | ((in[41 + inpos]) << 56); + out[36 + outpos] = ((in[41 + inpos]) >>> (56 - 48)) + | ((in[42 + inpos]) << 48); + out[37 + outpos] = ((in[42 + inpos]) >>> (56 - 40)) + | ((in[43 + inpos]) << 40); + out[38 + outpos] = ((in[43 + inpos]) >>> (56 - 32)) + | ((in[44 + inpos]) << 32); + out[39 + outpos] = ((in[44 + inpos]) >>> (56 - 24)) + | ((in[45 + inpos]) << 24); + out[40 + outpos] = ((in[45 + inpos]) >>> (56 - 16)) + | ((in[46 + inpos]) << 16); + out[41 + outpos] = ((in[46 + inpos]) >>> (56 - 8)) + | ((in[47 + inpos]) << 8); + out[42 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 56); + out[43 + outpos] = ((in[49 + inpos]) >>> (56 - 48)) + | ((in[50 + inpos]) << 48); + out[44 + outpos] = ((in[50 + inpos]) >>> (56 - 40)) + | ((in[51 + inpos]) << 40); + out[45 + outpos] = ((in[51 + inpos]) >>> (56 - 32)) + | ((in[52 + inpos]) << 32); + out[46 + outpos] = ((in[52 + inpos]) >>> (56 - 24)) + | ((in[53 + inpos]) << 24); + out[47 + outpos] = ((in[53 + inpos]) >>> (56 - 16)) + | ((in[54 + inpos]) << 16); + out[48 + outpos] = ((in[54 + inpos]) >>> (56 - 8)) + | ((in[55 + inpos]) << 8); + out[49 + outpos] = in[56 + inpos] + | ((in[57 + inpos]) << 56); + out[50 + outpos] = ((in[57 + inpos]) >>> (56 - 48)) + | ((in[58 + inpos]) << 48); + out[51 + outpos] = ((in[58 + inpos]) >>> (56 - 40)) + | ((in[59 + inpos]) << 40); + out[52 + outpos] = ((in[59 + inpos]) >>> (56 - 32)) + | ((in[60 + inpos]) << 32); + out[53 + outpos] = ((in[60 + inpos]) >>> (56 - 24)) + | ((in[61 + inpos]) << 24); + out[54 + outpos] = ((in[61 + inpos]) >>> (56 - 16)) + | ((in[62 + inpos]) << 16); + out[55 + outpos] = ((in[62 + inpos]) >>> (56 - 8)) + | ((in[63 + inpos]) << 8); + } + + protected static void fastpackwithoutmask57(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 57); + out[1 + outpos] = ((in[1 + inpos]) >>> (57 - 50)) + | ((in[2 + inpos]) << 50); + out[2 + outpos] = ((in[2 + inpos]) >>> (57 - 43)) + | ((in[3 + inpos]) << 43); + out[3 + outpos] = ((in[3 + inpos]) >>> (57 - 36)) + | ((in[4 + inpos]) << 36); + out[4 + outpos] = ((in[4 + inpos]) >>> (57 - 29)) + | ((in[5 + inpos]) << 29); + out[5 + outpos] = ((in[5 + inpos]) >>> (57 - 22)) + | ((in[6 + inpos]) << 22); + out[6 + outpos] = ((in[6 + inpos]) >>> (57 - 15)) + | ((in[7 + inpos]) << 15); + out[7 + outpos] = ((in[7 + inpos]) >>> (57 - 8)) + | ((in[8 + inpos]) << 8); + out[8 + outpos] = ((in[8 + inpos]) >>> (57 - 1)) + | ((in[9 + inpos]) << 1) + | ((in[10 + inpos]) << 58); + out[9 + outpos] = ((in[10 + inpos]) >>> (57 - 51)) + | ((in[11 + inpos]) << 51); + out[10 + outpos] = ((in[11 + inpos]) >>> (57 - 44)) + | ((in[12 + inpos]) << 44); + out[11 + outpos] = ((in[12 + inpos]) >>> (57 - 37)) + | ((in[13 + inpos]) << 37); + out[12 + outpos] = ((in[13 + inpos]) >>> (57 - 30)) + | ((in[14 + inpos]) << 30); + out[13 + outpos] = ((in[14 + inpos]) >>> (57 - 23)) + | ((in[15 + inpos]) << 23); + out[14 + outpos] = ((in[15 + inpos]) >>> (57 - 16)) + | ((in[16 + inpos]) << 16); + out[15 + outpos] = ((in[16 + inpos]) >>> (57 - 9)) + | ((in[17 + inpos]) << 9); + out[16 + outpos] = ((in[17 + inpos]) >>> (57 - 2)) + | ((in[18 + inpos]) << 2) + | ((in[19 + inpos]) << 59); + out[17 + outpos] = ((in[19 + inpos]) >>> (57 - 52)) + | ((in[20 + inpos]) << 52); + out[18 + outpos] = ((in[20 + inpos]) >>> (57 - 45)) + | ((in[21 + inpos]) << 45); + out[19 + outpos] = ((in[21 + inpos]) >>> (57 - 38)) + | ((in[22 + inpos]) << 38); + out[20 + outpos] = ((in[22 + inpos]) >>> (57 - 31)) + | ((in[23 + inpos]) << 31); + out[21 + outpos] = ((in[23 + inpos]) >>> (57 - 24)) + | ((in[24 + inpos]) << 24); + out[22 + outpos] = ((in[24 + inpos]) >>> (57 - 17)) + | ((in[25 + inpos]) << 17); + out[23 + outpos] = ((in[25 + inpos]) >>> (57 - 10)) + | ((in[26 + inpos]) << 10); + out[24 + outpos] = ((in[26 + inpos]) >>> (57 - 3)) + | ((in[27 + inpos]) << 3) + | ((in[28 + inpos]) << 60); + out[25 + outpos] = ((in[28 + inpos]) >>> (57 - 53)) + | ((in[29 + inpos]) << 53); + out[26 + outpos] = ((in[29 + inpos]) >>> (57 - 46)) + | ((in[30 + inpos]) << 46); + out[27 + outpos] = ((in[30 + inpos]) >>> (57 - 39)) + | ((in[31 + inpos]) << 39); + out[28 + outpos] = ((in[31 + inpos]) >>> (57 - 32)) + | ((in[32 + inpos]) << 32); + out[29 + outpos] = ((in[32 + inpos]) >>> (57 - 25)) + | ((in[33 + inpos]) << 25); + out[30 + outpos] = ((in[33 + inpos]) >>> (57 - 18)) + | ((in[34 + inpos]) << 18); + out[31 + outpos] = ((in[34 + inpos]) >>> (57 - 11)) + | ((in[35 + inpos]) << 11); + out[32 + outpos] = ((in[35 + inpos]) >>> (57 - 4)) + | ((in[36 + inpos]) << 4) + | ((in[37 + inpos]) << 61); + out[33 + outpos] = ((in[37 + inpos]) >>> (57 - 54)) + | ((in[38 + inpos]) << 54); + out[34 + outpos] = ((in[38 + inpos]) >>> (57 - 47)) + | ((in[39 + inpos]) << 47); + out[35 + outpos] = ((in[39 + inpos]) >>> (57 - 40)) + | ((in[40 + inpos]) << 40); + out[36 + outpos] = ((in[40 + inpos]) >>> (57 - 33)) + | ((in[41 + inpos]) << 33); + out[37 + outpos] = ((in[41 + inpos]) >>> (57 - 26)) + | ((in[42 + inpos]) << 26); + out[38 + outpos] = ((in[42 + inpos]) >>> (57 - 19)) + | ((in[43 + inpos]) << 19); + out[39 + outpos] = ((in[43 + inpos]) >>> (57 - 12)) + | ((in[44 + inpos]) << 12); + out[40 + outpos] = ((in[44 + inpos]) >>> (57 - 5)) + | ((in[45 + inpos]) << 5) + | ((in[46 + inpos]) << 62); + out[41 + outpos] = ((in[46 + inpos]) >>> (57 - 55)) + | ((in[47 + inpos]) << 55); + out[42 + outpos] = ((in[47 + inpos]) >>> (57 - 48)) + | ((in[48 + inpos]) << 48); + out[43 + outpos] = ((in[48 + inpos]) >>> (57 - 41)) + | ((in[49 + inpos]) << 41); + out[44 + outpos] = ((in[49 + inpos]) >>> (57 - 34)) + | ((in[50 + inpos]) << 34); + out[45 + outpos] = ((in[50 + inpos]) >>> (57 - 27)) + | ((in[51 + inpos]) << 27); + out[46 + outpos] = ((in[51 + inpos]) >>> (57 - 20)) + | ((in[52 + inpos]) << 20); + out[47 + outpos] = ((in[52 + inpos]) >>> (57 - 13)) + | ((in[53 + inpos]) << 13); + out[48 + outpos] = ((in[53 + inpos]) >>> (57 - 6)) + | ((in[54 + inpos]) << 6) + | ((in[55 + inpos]) << 63); + out[49 + outpos] = ((in[55 + inpos]) >>> (57 - 56)) + | ((in[56 + inpos]) << 56); + out[50 + outpos] = ((in[56 + inpos]) >>> (57 - 49)) + | ((in[57 + inpos]) << 49); + out[51 + outpos] = ((in[57 + inpos]) >>> (57 - 42)) + | ((in[58 + inpos]) << 42); + out[52 + outpos] = ((in[58 + inpos]) >>> (57 - 35)) + | ((in[59 + inpos]) << 35); + out[53 + outpos] = ((in[59 + inpos]) >>> (57 - 28)) + | ((in[60 + inpos]) << 28); + out[54 + outpos] = ((in[60 + inpos]) >>> (57 - 21)) + | ((in[61 + inpos]) << 21); + out[55 + outpos] = ((in[61 + inpos]) >>> (57 - 14)) + | ((in[62 + inpos]) << 14); + out[56 + outpos] = ((in[62 + inpos]) >>> (57 - 7)) + | ((in[63 + inpos]) << 7); + } + + protected static void fastpackwithoutmask58(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 58); + out[1 + outpos] = ((in[1 + inpos]) >>> (58 - 52)) + | ((in[2 + inpos]) << 52); + out[2 + outpos] = ((in[2 + inpos]) >>> (58 - 46)) + | ((in[3 + inpos]) << 46); + out[3 + outpos] = ((in[3 + inpos]) >>> (58 - 40)) + | ((in[4 + inpos]) << 40); + out[4 + outpos] = ((in[4 + inpos]) >>> (58 - 34)) + | ((in[5 + inpos]) << 34); + out[5 + outpos] = ((in[5 + inpos]) >>> (58 - 28)) + | ((in[6 + inpos]) << 28); + out[6 + outpos] = ((in[6 + inpos]) >>> (58 - 22)) + | ((in[7 + inpos]) << 22); + out[7 + outpos] = ((in[7 + inpos]) >>> (58 - 16)) + | ((in[8 + inpos]) << 16); + out[8 + outpos] = ((in[8 + inpos]) >>> (58 - 10)) + | ((in[9 + inpos]) << 10); + out[9 + outpos] = ((in[9 + inpos]) >>> (58 - 4)) + | ((in[10 + inpos]) << 4) + | ((in[11 + inpos]) << 62); + out[10 + outpos] = ((in[11 + inpos]) >>> (58 - 56)) + | ((in[12 + inpos]) << 56); + out[11 + outpos] = ((in[12 + inpos]) >>> (58 - 50)) + | ((in[13 + inpos]) << 50); + out[12 + outpos] = ((in[13 + inpos]) >>> (58 - 44)) + | ((in[14 + inpos]) << 44); + out[13 + outpos] = ((in[14 + inpos]) >>> (58 - 38)) + | ((in[15 + inpos]) << 38); + out[14 + outpos] = ((in[15 + inpos]) >>> (58 - 32)) + | ((in[16 + inpos]) << 32); + out[15 + outpos] = ((in[16 + inpos]) >>> (58 - 26)) + | ((in[17 + inpos]) << 26); + out[16 + outpos] = ((in[17 + inpos]) >>> (58 - 20)) + | ((in[18 + inpos]) << 20); + out[17 + outpos] = ((in[18 + inpos]) >>> (58 - 14)) + | ((in[19 + inpos]) << 14); + out[18 + outpos] = ((in[19 + inpos]) >>> (58 - 8)) + | ((in[20 + inpos]) << 8); + out[19 + outpos] = ((in[20 + inpos]) >>> (58 - 2)) + | ((in[21 + inpos]) << 2) + | ((in[22 + inpos]) << 60); + out[20 + outpos] = ((in[22 + inpos]) >>> (58 - 54)) + | ((in[23 + inpos]) << 54); + out[21 + outpos] = ((in[23 + inpos]) >>> (58 - 48)) + | ((in[24 + inpos]) << 48); + out[22 + outpos] = ((in[24 + inpos]) >>> (58 - 42)) + | ((in[25 + inpos]) << 42); + out[23 + outpos] = ((in[25 + inpos]) >>> (58 - 36)) + | ((in[26 + inpos]) << 36); + out[24 + outpos] = ((in[26 + inpos]) >>> (58 - 30)) + | ((in[27 + inpos]) << 30); + out[25 + outpos] = ((in[27 + inpos]) >>> (58 - 24)) + | ((in[28 + inpos]) << 24); + out[26 + outpos] = ((in[28 + inpos]) >>> (58 - 18)) + | ((in[29 + inpos]) << 18); + out[27 + outpos] = ((in[29 + inpos]) >>> (58 - 12)) + | ((in[30 + inpos]) << 12); + out[28 + outpos] = ((in[30 + inpos]) >>> (58 - 6)) + | ((in[31 + inpos]) << 6); + out[29 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 58); + out[30 + outpos] = ((in[33 + inpos]) >>> (58 - 52)) + | ((in[34 + inpos]) << 52); + out[31 + outpos] = ((in[34 + inpos]) >>> (58 - 46)) + | ((in[35 + inpos]) << 46); + out[32 + outpos] = ((in[35 + inpos]) >>> (58 - 40)) + | ((in[36 + inpos]) << 40); + out[33 + outpos] = ((in[36 + inpos]) >>> (58 - 34)) + | ((in[37 + inpos]) << 34); + out[34 + outpos] = ((in[37 + inpos]) >>> (58 - 28)) + | ((in[38 + inpos]) << 28); + out[35 + outpos] = ((in[38 + inpos]) >>> (58 - 22)) + | ((in[39 + inpos]) << 22); + out[36 + outpos] = ((in[39 + inpos]) >>> (58 - 16)) + | ((in[40 + inpos]) << 16); + out[37 + outpos] = ((in[40 + inpos]) >>> (58 - 10)) + | ((in[41 + inpos]) << 10); + out[38 + outpos] = ((in[41 + inpos]) >>> (58 - 4)) + | ((in[42 + inpos]) << 4) + | ((in[43 + inpos]) << 62); + out[39 + outpos] = ((in[43 + inpos]) >>> (58 - 56)) + | ((in[44 + inpos]) << 56); + out[40 + outpos] = ((in[44 + inpos]) >>> (58 - 50)) + | ((in[45 + inpos]) << 50); + out[41 + outpos] = ((in[45 + inpos]) >>> (58 - 44)) + | ((in[46 + inpos]) << 44); + out[42 + outpos] = ((in[46 + inpos]) >>> (58 - 38)) + | ((in[47 + inpos]) << 38); + out[43 + outpos] = ((in[47 + inpos]) >>> (58 - 32)) + | ((in[48 + inpos]) << 32); + out[44 + outpos] = ((in[48 + inpos]) >>> (58 - 26)) + | ((in[49 + inpos]) << 26); + out[45 + outpos] = ((in[49 + inpos]) >>> (58 - 20)) + | ((in[50 + inpos]) << 20); + out[46 + outpos] = ((in[50 + inpos]) >>> (58 - 14)) + | ((in[51 + inpos]) << 14); + out[47 + outpos] = ((in[51 + inpos]) >>> (58 - 8)) + | ((in[52 + inpos]) << 8); + out[48 + outpos] = ((in[52 + inpos]) >>> (58 - 2)) + | ((in[53 + inpos]) << 2) + | ((in[54 + inpos]) << 60); + out[49 + outpos] = ((in[54 + inpos]) >>> (58 - 54)) + | ((in[55 + inpos]) << 54); + out[50 + outpos] = ((in[55 + inpos]) >>> (58 - 48)) + | ((in[56 + inpos]) << 48); + out[51 + outpos] = ((in[56 + inpos]) >>> (58 - 42)) + | ((in[57 + inpos]) << 42); + out[52 + outpos] = ((in[57 + inpos]) >>> (58 - 36)) + | ((in[58 + inpos]) << 36); + out[53 + outpos] = ((in[58 + inpos]) >>> (58 - 30)) + | ((in[59 + inpos]) << 30); + out[54 + outpos] = ((in[59 + inpos]) >>> (58 - 24)) + | ((in[60 + inpos]) << 24); + out[55 + outpos] = ((in[60 + inpos]) >>> (58 - 18)) + | ((in[61 + inpos]) << 18); + out[56 + outpos] = ((in[61 + inpos]) >>> (58 - 12)) + | ((in[62 + inpos]) << 12); + out[57 + outpos] = ((in[62 + inpos]) >>> (58 - 6)) + | ((in[63 + inpos]) << 6); + } + + protected static void fastpackwithoutmask59(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 59); + out[1 + outpos] = ((in[1 + inpos]) >>> (59 - 54)) + | ((in[2 + inpos]) << 54); + out[2 + outpos] = ((in[2 + inpos]) >>> (59 - 49)) + | ((in[3 + inpos]) << 49); + out[3 + outpos] = ((in[3 + inpos]) >>> (59 - 44)) + | ((in[4 + inpos]) << 44); + out[4 + outpos] = ((in[4 + inpos]) >>> (59 - 39)) + | ((in[5 + inpos]) << 39); + out[5 + outpos] = ((in[5 + inpos]) >>> (59 - 34)) + | ((in[6 + inpos]) << 34); + out[6 + outpos] = ((in[6 + inpos]) >>> (59 - 29)) + | ((in[7 + inpos]) << 29); + out[7 + outpos] = ((in[7 + inpos]) >>> (59 - 24)) + | ((in[8 + inpos]) << 24); + out[8 + outpos] = ((in[8 + inpos]) >>> (59 - 19)) + | ((in[9 + inpos]) << 19); + out[9 + outpos] = ((in[9 + inpos]) >>> (59 - 14)) + | ((in[10 + inpos]) << 14); + out[10 + outpos] = ((in[10 + inpos]) >>> (59 - 9)) + | ((in[11 + inpos]) << 9); + out[11 + outpos] = ((in[11 + inpos]) >>> (59 - 4)) + | ((in[12 + inpos]) << 4) + | ((in[13 + inpos]) << 63); + out[12 + outpos] = ((in[13 + inpos]) >>> (59 - 58)) + | ((in[14 + inpos]) << 58); + out[13 + outpos] = ((in[14 + inpos]) >>> (59 - 53)) + | ((in[15 + inpos]) << 53); + out[14 + outpos] = ((in[15 + inpos]) >>> (59 - 48)) + | ((in[16 + inpos]) << 48); + out[15 + outpos] = ((in[16 + inpos]) >>> (59 - 43)) + | ((in[17 + inpos]) << 43); + out[16 + outpos] = ((in[17 + inpos]) >>> (59 - 38)) + | ((in[18 + inpos]) << 38); + out[17 + outpos] = ((in[18 + inpos]) >>> (59 - 33)) + | ((in[19 + inpos]) << 33); + out[18 + outpos] = ((in[19 + inpos]) >>> (59 - 28)) + | ((in[20 + inpos]) << 28); + out[19 + outpos] = ((in[20 + inpos]) >>> (59 - 23)) + | ((in[21 + inpos]) << 23); + out[20 + outpos] = ((in[21 + inpos]) >>> (59 - 18)) + | ((in[22 + inpos]) << 18); + out[21 + outpos] = ((in[22 + inpos]) >>> (59 - 13)) + | ((in[23 + inpos]) << 13); + out[22 + outpos] = ((in[23 + inpos]) >>> (59 - 8)) + | ((in[24 + inpos]) << 8); + out[23 + outpos] = ((in[24 + inpos]) >>> (59 - 3)) + | ((in[25 + inpos]) << 3) + | ((in[26 + inpos]) << 62); + out[24 + outpos] = ((in[26 + inpos]) >>> (59 - 57)) + | ((in[27 + inpos]) << 57); + out[25 + outpos] = ((in[27 + inpos]) >>> (59 - 52)) + | ((in[28 + inpos]) << 52); + out[26 + outpos] = ((in[28 + inpos]) >>> (59 - 47)) + | ((in[29 + inpos]) << 47); + out[27 + outpos] = ((in[29 + inpos]) >>> (59 - 42)) + | ((in[30 + inpos]) << 42); + out[28 + outpos] = ((in[30 + inpos]) >>> (59 - 37)) + | ((in[31 + inpos]) << 37); + out[29 + outpos] = ((in[31 + inpos]) >>> (59 - 32)) + | ((in[32 + inpos]) << 32); + out[30 + outpos] = ((in[32 + inpos]) >>> (59 - 27)) + | ((in[33 + inpos]) << 27); + out[31 + outpos] = ((in[33 + inpos]) >>> (59 - 22)) + | ((in[34 + inpos]) << 22); + out[32 + outpos] = ((in[34 + inpos]) >>> (59 - 17)) + | ((in[35 + inpos]) << 17); + out[33 + outpos] = ((in[35 + inpos]) >>> (59 - 12)) + | ((in[36 + inpos]) << 12); + out[34 + outpos] = ((in[36 + inpos]) >>> (59 - 7)) + | ((in[37 + inpos]) << 7); + out[35 + outpos] = ((in[37 + inpos]) >>> (59 - 2)) + | ((in[38 + inpos]) << 2) + | ((in[39 + inpos]) << 61); + out[36 + outpos] = ((in[39 + inpos]) >>> (59 - 56)) + | ((in[40 + inpos]) << 56); + out[37 + outpos] = ((in[40 + inpos]) >>> (59 - 51)) + | ((in[41 + inpos]) << 51); + out[38 + outpos] = ((in[41 + inpos]) >>> (59 - 46)) + | ((in[42 + inpos]) << 46); + out[39 + outpos] = ((in[42 + inpos]) >>> (59 - 41)) + | ((in[43 + inpos]) << 41); + out[40 + outpos] = ((in[43 + inpos]) >>> (59 - 36)) + | ((in[44 + inpos]) << 36); + out[41 + outpos] = ((in[44 + inpos]) >>> (59 - 31)) + | ((in[45 + inpos]) << 31); + out[42 + outpos] = ((in[45 + inpos]) >>> (59 - 26)) + | ((in[46 + inpos]) << 26); + out[43 + outpos] = ((in[46 + inpos]) >>> (59 - 21)) + | ((in[47 + inpos]) << 21); + out[44 + outpos] = ((in[47 + inpos]) >>> (59 - 16)) + | ((in[48 + inpos]) << 16); + out[45 + outpos] = ((in[48 + inpos]) >>> (59 - 11)) + | ((in[49 + inpos]) << 11); + out[46 + outpos] = ((in[49 + inpos]) >>> (59 - 6)) + | ((in[50 + inpos]) << 6); + out[47 + outpos] = ((in[50 + inpos]) >>> (59 - 1)) + | ((in[51 + inpos]) << 1) + | ((in[52 + inpos]) << 60); + out[48 + outpos] = ((in[52 + inpos]) >>> (59 - 55)) + | ((in[53 + inpos]) << 55); + out[49 + outpos] = ((in[53 + inpos]) >>> (59 - 50)) + | ((in[54 + inpos]) << 50); + out[50 + outpos] = ((in[54 + inpos]) >>> (59 - 45)) + | ((in[55 + inpos]) << 45); + out[51 + outpos] = ((in[55 + inpos]) >>> (59 - 40)) + | ((in[56 + inpos]) << 40); + out[52 + outpos] = ((in[56 + inpos]) >>> (59 - 35)) + | ((in[57 + inpos]) << 35); + out[53 + outpos] = ((in[57 + inpos]) >>> (59 - 30)) + | ((in[58 + inpos]) << 30); + out[54 + outpos] = ((in[58 + inpos]) >>> (59 - 25)) + | ((in[59 + inpos]) << 25); + out[55 + outpos] = ((in[59 + inpos]) >>> (59 - 20)) + | ((in[60 + inpos]) << 20); + out[56 + outpos] = ((in[60 + inpos]) >>> (59 - 15)) + | ((in[61 + inpos]) << 15); + out[57 + outpos] = ((in[61 + inpos]) >>> (59 - 10)) + | ((in[62 + inpos]) << 10); + out[58 + outpos] = ((in[62 + inpos]) >>> (59 - 5)) + | ((in[63 + inpos]) << 5); + } + + protected static void fastpackwithoutmask60(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 60); + out[1 + outpos] = ((in[1 + inpos]) >>> (60 - 56)) + | ((in[2 + inpos]) << 56); + out[2 + outpos] = ((in[2 + inpos]) >>> (60 - 52)) + | ((in[3 + inpos]) << 52); + out[3 + outpos] = ((in[3 + inpos]) >>> (60 - 48)) + | ((in[4 + inpos]) << 48); + out[4 + outpos] = ((in[4 + inpos]) >>> (60 - 44)) + | ((in[5 + inpos]) << 44); + out[5 + outpos] = ((in[5 + inpos]) >>> (60 - 40)) + | ((in[6 + inpos]) << 40); + out[6 + outpos] = ((in[6 + inpos]) >>> (60 - 36)) + | ((in[7 + inpos]) << 36); + out[7 + outpos] = ((in[7 + inpos]) >>> (60 - 32)) + | ((in[8 + inpos]) << 32); + out[8 + outpos] = ((in[8 + inpos]) >>> (60 - 28)) + | ((in[9 + inpos]) << 28); + out[9 + outpos] = ((in[9 + inpos]) >>> (60 - 24)) + | ((in[10 + inpos]) << 24); + out[10 + outpos] = ((in[10 + inpos]) >>> (60 - 20)) + | ((in[11 + inpos]) << 20); + out[11 + outpos] = ((in[11 + inpos]) >>> (60 - 16)) + | ((in[12 + inpos]) << 16); + out[12 + outpos] = ((in[12 + inpos]) >>> (60 - 12)) + | ((in[13 + inpos]) << 12); + out[13 + outpos] = ((in[13 + inpos]) >>> (60 - 8)) + | ((in[14 + inpos]) << 8); + out[14 + outpos] = ((in[14 + inpos]) >>> (60 - 4)) + | ((in[15 + inpos]) << 4); + out[15 + outpos] = in[16 + inpos] + | ((in[17 + inpos]) << 60); + out[16 + outpos] = ((in[17 + inpos]) >>> (60 - 56)) + | ((in[18 + inpos]) << 56); + out[17 + outpos] = ((in[18 + inpos]) >>> (60 - 52)) + | ((in[19 + inpos]) << 52); + out[18 + outpos] = ((in[19 + inpos]) >>> (60 - 48)) + | ((in[20 + inpos]) << 48); + out[19 + outpos] = ((in[20 + inpos]) >>> (60 - 44)) + | ((in[21 + inpos]) << 44); + out[20 + outpos] = ((in[21 + inpos]) >>> (60 - 40)) + | ((in[22 + inpos]) << 40); + out[21 + outpos] = ((in[22 + inpos]) >>> (60 - 36)) + | ((in[23 + inpos]) << 36); + out[22 + outpos] = ((in[23 + inpos]) >>> (60 - 32)) + | ((in[24 + inpos]) << 32); + out[23 + outpos] = ((in[24 + inpos]) >>> (60 - 28)) + | ((in[25 + inpos]) << 28); + out[24 + outpos] = ((in[25 + inpos]) >>> (60 - 24)) + | ((in[26 + inpos]) << 24); + out[25 + outpos] = ((in[26 + inpos]) >>> (60 - 20)) + | ((in[27 + inpos]) << 20); + out[26 + outpos] = ((in[27 + inpos]) >>> (60 - 16)) + | ((in[28 + inpos]) << 16); + out[27 + outpos] = ((in[28 + inpos]) >>> (60 - 12)) + | ((in[29 + inpos]) << 12); + out[28 + outpos] = ((in[29 + inpos]) >>> (60 - 8)) + | ((in[30 + inpos]) << 8); + out[29 + outpos] = ((in[30 + inpos]) >>> (60 - 4)) + | ((in[31 + inpos]) << 4); + out[30 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 60); + out[31 + outpos] = ((in[33 + inpos]) >>> (60 - 56)) + | ((in[34 + inpos]) << 56); + out[32 + outpos] = ((in[34 + inpos]) >>> (60 - 52)) + | ((in[35 + inpos]) << 52); + out[33 + outpos] = ((in[35 + inpos]) >>> (60 - 48)) + | ((in[36 + inpos]) << 48); + out[34 + outpos] = ((in[36 + inpos]) >>> (60 - 44)) + | ((in[37 + inpos]) << 44); + out[35 + outpos] = ((in[37 + inpos]) >>> (60 - 40)) + | ((in[38 + inpos]) << 40); + out[36 + outpos] = ((in[38 + inpos]) >>> (60 - 36)) + | ((in[39 + inpos]) << 36); + out[37 + outpos] = ((in[39 + inpos]) >>> (60 - 32)) + | ((in[40 + inpos]) << 32); + out[38 + outpos] = ((in[40 + inpos]) >>> (60 - 28)) + | ((in[41 + inpos]) << 28); + out[39 + outpos] = ((in[41 + inpos]) >>> (60 - 24)) + | ((in[42 + inpos]) << 24); + out[40 + outpos] = ((in[42 + inpos]) >>> (60 - 20)) + | ((in[43 + inpos]) << 20); + out[41 + outpos] = ((in[43 + inpos]) >>> (60 - 16)) + | ((in[44 + inpos]) << 16); + out[42 + outpos] = ((in[44 + inpos]) >>> (60 - 12)) + | ((in[45 + inpos]) << 12); + out[43 + outpos] = ((in[45 + inpos]) >>> (60 - 8)) + | ((in[46 + inpos]) << 8); + out[44 + outpos] = ((in[46 + inpos]) >>> (60 - 4)) + | ((in[47 + inpos]) << 4); + out[45 + outpos] = in[48 + inpos] + | ((in[49 + inpos]) << 60); + out[46 + outpos] = ((in[49 + inpos]) >>> (60 - 56)) + | ((in[50 + inpos]) << 56); + out[47 + outpos] = ((in[50 + inpos]) >>> (60 - 52)) + | ((in[51 + inpos]) << 52); + out[48 + outpos] = ((in[51 + inpos]) >>> (60 - 48)) + | ((in[52 + inpos]) << 48); + out[49 + outpos] = ((in[52 + inpos]) >>> (60 - 44)) + | ((in[53 + inpos]) << 44); + out[50 + outpos] = ((in[53 + inpos]) >>> (60 - 40)) + | ((in[54 + inpos]) << 40); + out[51 + outpos] = ((in[54 + inpos]) >>> (60 - 36)) + | ((in[55 + inpos]) << 36); + out[52 + outpos] = ((in[55 + inpos]) >>> (60 - 32)) + | ((in[56 + inpos]) << 32); + out[53 + outpos] = ((in[56 + inpos]) >>> (60 - 28)) + | ((in[57 + inpos]) << 28); + out[54 + outpos] = ((in[57 + inpos]) >>> (60 - 24)) + | ((in[58 + inpos]) << 24); + out[55 + outpos] = ((in[58 + inpos]) >>> (60 - 20)) + | ((in[59 + inpos]) << 20); + out[56 + outpos] = ((in[59 + inpos]) >>> (60 - 16)) + | ((in[60 + inpos]) << 16); + out[57 + outpos] = ((in[60 + inpos]) >>> (60 - 12)) + | ((in[61 + inpos]) << 12); + out[58 + outpos] = ((in[61 + inpos]) >>> (60 - 8)) + | ((in[62 + inpos]) << 8); + out[59 + outpos] = ((in[62 + inpos]) >>> (60 - 4)) + | ((in[63 + inpos]) << 4); + } + + protected static void fastpackwithoutmask61(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 61); + out[1 + outpos] = ((in[1 + inpos]) >>> (61 - 58)) + | ((in[2 + inpos]) << 58); + out[2 + outpos] = ((in[2 + inpos]) >>> (61 - 55)) + | ((in[3 + inpos]) << 55); + out[3 + outpos] = ((in[3 + inpos]) >>> (61 - 52)) + | ((in[4 + inpos]) << 52); + out[4 + outpos] = ((in[4 + inpos]) >>> (61 - 49)) + | ((in[5 + inpos]) << 49); + out[5 + outpos] = ((in[5 + inpos]) >>> (61 - 46)) + | ((in[6 + inpos]) << 46); + out[6 + outpos] = ((in[6 + inpos]) >>> (61 - 43)) + | ((in[7 + inpos]) << 43); + out[7 + outpos] = ((in[7 + inpos]) >>> (61 - 40)) + | ((in[8 + inpos]) << 40); + out[8 + outpos] = ((in[8 + inpos]) >>> (61 - 37)) + | ((in[9 + inpos]) << 37); + out[9 + outpos] = ((in[9 + inpos]) >>> (61 - 34)) + | ((in[10 + inpos]) << 34); + out[10 + outpos] = ((in[10 + inpos]) >>> (61 - 31)) + | ((in[11 + inpos]) << 31); + out[11 + outpos] = ((in[11 + inpos]) >>> (61 - 28)) + | ((in[12 + inpos]) << 28); + out[12 + outpos] = ((in[12 + inpos]) >>> (61 - 25)) + | ((in[13 + inpos]) << 25); + out[13 + outpos] = ((in[13 + inpos]) >>> (61 - 22)) + | ((in[14 + inpos]) << 22); + out[14 + outpos] = ((in[14 + inpos]) >>> (61 - 19)) + | ((in[15 + inpos]) << 19); + out[15 + outpos] = ((in[15 + inpos]) >>> (61 - 16)) + | ((in[16 + inpos]) << 16); + out[16 + outpos] = ((in[16 + inpos]) >>> (61 - 13)) + | ((in[17 + inpos]) << 13); + out[17 + outpos] = ((in[17 + inpos]) >>> (61 - 10)) + | ((in[18 + inpos]) << 10); + out[18 + outpos] = ((in[18 + inpos]) >>> (61 - 7)) + | ((in[19 + inpos]) << 7); + out[19 + outpos] = ((in[19 + inpos]) >>> (61 - 4)) + | ((in[20 + inpos]) << 4); + out[20 + outpos] = ((in[20 + inpos]) >>> (61 - 1)) + | ((in[21 + inpos]) << 1) + | ((in[22 + inpos]) << 62); + out[21 + outpos] = ((in[22 + inpos]) >>> (61 - 59)) + | ((in[23 + inpos]) << 59); + out[22 + outpos] = ((in[23 + inpos]) >>> (61 - 56)) + | ((in[24 + inpos]) << 56); + out[23 + outpos] = ((in[24 + inpos]) >>> (61 - 53)) + | ((in[25 + inpos]) << 53); + out[24 + outpos] = ((in[25 + inpos]) >>> (61 - 50)) + | ((in[26 + inpos]) << 50); + out[25 + outpos] = ((in[26 + inpos]) >>> (61 - 47)) + | ((in[27 + inpos]) << 47); + out[26 + outpos] = ((in[27 + inpos]) >>> (61 - 44)) + | ((in[28 + inpos]) << 44); + out[27 + outpos] = ((in[28 + inpos]) >>> (61 - 41)) + | ((in[29 + inpos]) << 41); + out[28 + outpos] = ((in[29 + inpos]) >>> (61 - 38)) + | ((in[30 + inpos]) << 38); + out[29 + outpos] = ((in[30 + inpos]) >>> (61 - 35)) + | ((in[31 + inpos]) << 35); + out[30 + outpos] = ((in[31 + inpos]) >>> (61 - 32)) + | ((in[32 + inpos]) << 32); + out[31 + outpos] = ((in[32 + inpos]) >>> (61 - 29)) + | ((in[33 + inpos]) << 29); + out[32 + outpos] = ((in[33 + inpos]) >>> (61 - 26)) + | ((in[34 + inpos]) << 26); + out[33 + outpos] = ((in[34 + inpos]) >>> (61 - 23)) + | ((in[35 + inpos]) << 23); + out[34 + outpos] = ((in[35 + inpos]) >>> (61 - 20)) + | ((in[36 + inpos]) << 20); + out[35 + outpos] = ((in[36 + inpos]) >>> (61 - 17)) + | ((in[37 + inpos]) << 17); + out[36 + outpos] = ((in[37 + inpos]) >>> (61 - 14)) + | ((in[38 + inpos]) << 14); + out[37 + outpos] = ((in[38 + inpos]) >>> (61 - 11)) + | ((in[39 + inpos]) << 11); + out[38 + outpos] = ((in[39 + inpos]) >>> (61 - 8)) + | ((in[40 + inpos]) << 8); + out[39 + outpos] = ((in[40 + inpos]) >>> (61 - 5)) + | ((in[41 + inpos]) << 5); + out[40 + outpos] = ((in[41 + inpos]) >>> (61 - 2)) + | ((in[42 + inpos]) << 2) + | ((in[43 + inpos]) << 63); + out[41 + outpos] = ((in[43 + inpos]) >>> (61 - 60)) + | ((in[44 + inpos]) << 60); + out[42 + outpos] = ((in[44 + inpos]) >>> (61 - 57)) + | ((in[45 + inpos]) << 57); + out[43 + outpos] = ((in[45 + inpos]) >>> (61 - 54)) + | ((in[46 + inpos]) << 54); + out[44 + outpos] = ((in[46 + inpos]) >>> (61 - 51)) + | ((in[47 + inpos]) << 51); + out[45 + outpos] = ((in[47 + inpos]) >>> (61 - 48)) + | ((in[48 + inpos]) << 48); + out[46 + outpos] = ((in[48 + inpos]) >>> (61 - 45)) + | ((in[49 + inpos]) << 45); + out[47 + outpos] = ((in[49 + inpos]) >>> (61 - 42)) + | ((in[50 + inpos]) << 42); + out[48 + outpos] = ((in[50 + inpos]) >>> (61 - 39)) + | ((in[51 + inpos]) << 39); + out[49 + outpos] = ((in[51 + inpos]) >>> (61 - 36)) + | ((in[52 + inpos]) << 36); + out[50 + outpos] = ((in[52 + inpos]) >>> (61 - 33)) + | ((in[53 + inpos]) << 33); + out[51 + outpos] = ((in[53 + inpos]) >>> (61 - 30)) + | ((in[54 + inpos]) << 30); + out[52 + outpos] = ((in[54 + inpos]) >>> (61 - 27)) + | ((in[55 + inpos]) << 27); + out[53 + outpos] = ((in[55 + inpos]) >>> (61 - 24)) + | ((in[56 + inpos]) << 24); + out[54 + outpos] = ((in[56 + inpos]) >>> (61 - 21)) + | ((in[57 + inpos]) << 21); + out[55 + outpos] = ((in[57 + inpos]) >>> (61 - 18)) + | ((in[58 + inpos]) << 18); + out[56 + outpos] = ((in[58 + inpos]) >>> (61 - 15)) + | ((in[59 + inpos]) << 15); + out[57 + outpos] = ((in[59 + inpos]) >>> (61 - 12)) + | ((in[60 + inpos]) << 12); + out[58 + outpos] = ((in[60 + inpos]) >>> (61 - 9)) + | ((in[61 + inpos]) << 9); + out[59 + outpos] = ((in[61 + inpos]) >>> (61 - 6)) + | ((in[62 + inpos]) << 6); + out[60 + outpos] = ((in[62 + inpos]) >>> (61 - 3)) + | ((in[63 + inpos]) << 3); + } + + protected static void fastpackwithoutmask62(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 62); + out[1 + outpos] = ((in[1 + inpos]) >>> (62 - 60)) + | ((in[2 + inpos]) << 60); + out[2 + outpos] = ((in[2 + inpos]) >>> (62 - 58)) + | ((in[3 + inpos]) << 58); + out[3 + outpos] = ((in[3 + inpos]) >>> (62 - 56)) + | ((in[4 + inpos]) << 56); + out[4 + outpos] = ((in[4 + inpos]) >>> (62 - 54)) + | ((in[5 + inpos]) << 54); + out[5 + outpos] = ((in[5 + inpos]) >>> (62 - 52)) + | ((in[6 + inpos]) << 52); + out[6 + outpos] = ((in[6 + inpos]) >>> (62 - 50)) + | ((in[7 + inpos]) << 50); + out[7 + outpos] = ((in[7 + inpos]) >>> (62 - 48)) + | ((in[8 + inpos]) << 48); + out[8 + outpos] = ((in[8 + inpos]) >>> (62 - 46)) + | ((in[9 + inpos]) << 46); + out[9 + outpos] = ((in[9 + inpos]) >>> (62 - 44)) + | ((in[10 + inpos]) << 44); + out[10 + outpos] = ((in[10 + inpos]) >>> (62 - 42)) + | ((in[11 + inpos]) << 42); + out[11 + outpos] = ((in[11 + inpos]) >>> (62 - 40)) + | ((in[12 + inpos]) << 40); + out[12 + outpos] = ((in[12 + inpos]) >>> (62 - 38)) + | ((in[13 + inpos]) << 38); + out[13 + outpos] = ((in[13 + inpos]) >>> (62 - 36)) + | ((in[14 + inpos]) << 36); + out[14 + outpos] = ((in[14 + inpos]) >>> (62 - 34)) + | ((in[15 + inpos]) << 34); + out[15 + outpos] = ((in[15 + inpos]) >>> (62 - 32)) + | ((in[16 + inpos]) << 32); + out[16 + outpos] = ((in[16 + inpos]) >>> (62 - 30)) + | ((in[17 + inpos]) << 30); + out[17 + outpos] = ((in[17 + inpos]) >>> (62 - 28)) + | ((in[18 + inpos]) << 28); + out[18 + outpos] = ((in[18 + inpos]) >>> (62 - 26)) + | ((in[19 + inpos]) << 26); + out[19 + outpos] = ((in[19 + inpos]) >>> (62 - 24)) + | ((in[20 + inpos]) << 24); + out[20 + outpos] = ((in[20 + inpos]) >>> (62 - 22)) + | ((in[21 + inpos]) << 22); + out[21 + outpos] = ((in[21 + inpos]) >>> (62 - 20)) + | ((in[22 + inpos]) << 20); + out[22 + outpos] = ((in[22 + inpos]) >>> (62 - 18)) + | ((in[23 + inpos]) << 18); + out[23 + outpos] = ((in[23 + inpos]) >>> (62 - 16)) + | ((in[24 + inpos]) << 16); + out[24 + outpos] = ((in[24 + inpos]) >>> (62 - 14)) + | ((in[25 + inpos]) << 14); + out[25 + outpos] = ((in[25 + inpos]) >>> (62 - 12)) + | ((in[26 + inpos]) << 12); + out[26 + outpos] = ((in[26 + inpos]) >>> (62 - 10)) + | ((in[27 + inpos]) << 10); + out[27 + outpos] = ((in[27 + inpos]) >>> (62 - 8)) + | ((in[28 + inpos]) << 8); + out[28 + outpos] = ((in[28 + inpos]) >>> (62 - 6)) + | ((in[29 + inpos]) << 6); + out[29 + outpos] = ((in[29 + inpos]) >>> (62 - 4)) + | ((in[30 + inpos]) << 4); + out[30 + outpos] = ((in[30 + inpos]) >>> (62 - 2)) + | ((in[31 + inpos]) << 2); + out[31 + outpos] = in[32 + inpos] + | ((in[33 + inpos]) << 62); + out[32 + outpos] = ((in[33 + inpos]) >>> (62 - 60)) + | ((in[34 + inpos]) << 60); + out[33 + outpos] = ((in[34 + inpos]) >>> (62 - 58)) + | ((in[35 + inpos]) << 58); + out[34 + outpos] = ((in[35 + inpos]) >>> (62 - 56)) + | ((in[36 + inpos]) << 56); + out[35 + outpos] = ((in[36 + inpos]) >>> (62 - 54)) + | ((in[37 + inpos]) << 54); + out[36 + outpos] = ((in[37 + inpos]) >>> (62 - 52)) + | ((in[38 + inpos]) << 52); + out[37 + outpos] = ((in[38 + inpos]) >>> (62 - 50)) + | ((in[39 + inpos]) << 50); + out[38 + outpos] = ((in[39 + inpos]) >>> (62 - 48)) + | ((in[40 + inpos]) << 48); + out[39 + outpos] = ((in[40 + inpos]) >>> (62 - 46)) + | ((in[41 + inpos]) << 46); + out[40 + outpos] = ((in[41 + inpos]) >>> (62 - 44)) + | ((in[42 + inpos]) << 44); + out[41 + outpos] = ((in[42 + inpos]) >>> (62 - 42)) + | ((in[43 + inpos]) << 42); + out[42 + outpos] = ((in[43 + inpos]) >>> (62 - 40)) + | ((in[44 + inpos]) << 40); + out[43 + outpos] = ((in[44 + inpos]) >>> (62 - 38)) + | ((in[45 + inpos]) << 38); + out[44 + outpos] = ((in[45 + inpos]) >>> (62 - 36)) + | ((in[46 + inpos]) << 36); + out[45 + outpos] = ((in[46 + inpos]) >>> (62 - 34)) + | ((in[47 + inpos]) << 34); + out[46 + outpos] = ((in[47 + inpos]) >>> (62 - 32)) + | ((in[48 + inpos]) << 32); + out[47 + outpos] = ((in[48 + inpos]) >>> (62 - 30)) + | ((in[49 + inpos]) << 30); + out[48 + outpos] = ((in[49 + inpos]) >>> (62 - 28)) + | ((in[50 + inpos]) << 28); + out[49 + outpos] = ((in[50 + inpos]) >>> (62 - 26)) + | ((in[51 + inpos]) << 26); + out[50 + outpos] = ((in[51 + inpos]) >>> (62 - 24)) + | ((in[52 + inpos]) << 24); + out[51 + outpos] = ((in[52 + inpos]) >>> (62 - 22)) + | ((in[53 + inpos]) << 22); + out[52 + outpos] = ((in[53 + inpos]) >>> (62 - 20)) + | ((in[54 + inpos]) << 20); + out[53 + outpos] = ((in[54 + inpos]) >>> (62 - 18)) + | ((in[55 + inpos]) << 18); + out[54 + outpos] = ((in[55 + inpos]) >>> (62 - 16)) + | ((in[56 + inpos]) << 16); + out[55 + outpos] = ((in[56 + inpos]) >>> (62 - 14)) + | ((in[57 + inpos]) << 14); + out[56 + outpos] = ((in[57 + inpos]) >>> (62 - 12)) + | ((in[58 + inpos]) << 12); + out[57 + outpos] = ((in[58 + inpos]) >>> (62 - 10)) + | ((in[59 + inpos]) << 10); + out[58 + outpos] = ((in[59 + inpos]) >>> (62 - 8)) + | ((in[60 + inpos]) << 8); + out[59 + outpos] = ((in[60 + inpos]) >>> (62 - 6)) + | ((in[61 + inpos]) << 6); + out[60 + outpos] = ((in[61 + inpos]) >>> (62 - 4)) + | ((in[62 + inpos]) << 4); + out[61 + outpos] = ((in[62 + inpos]) >>> (62 - 2)) + | ((in[63 + inpos]) << 2); + } + + protected static void fastpackwithoutmask63(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = in[inpos] | ((in[1 + inpos]) << 63); + out[1 + outpos] = ((in[1 + inpos]) >>> (63 - 62)) + | ((in[2 + inpos]) << 62); + out[2 + outpos] = ((in[2 + inpos]) >>> (63 - 61)) + | ((in[3 + inpos]) << 61); + out[3 + outpos] = ((in[3 + inpos]) >>> (63 - 60)) + | ((in[4 + inpos]) << 60); + out[4 + outpos] = ((in[4 + inpos]) >>> (63 - 59)) + | ((in[5 + inpos]) << 59); + out[5 + outpos] = ((in[5 + inpos]) >>> (63 - 58)) + | ((in[6 + inpos]) << 58); + out[6 + outpos] = ((in[6 + inpos]) >>> (63 - 57)) + | ((in[7 + inpos]) << 57); + out[7 + outpos] = ((in[7 + inpos]) >>> (63 - 56)) + | ((in[8 + inpos]) << 56); + out[8 + outpos] = ((in[8 + inpos]) >>> (63 - 55)) + | ((in[9 + inpos]) << 55); + out[9 + outpos] = ((in[9 + inpos]) >>> (63 - 54)) + | ((in[10 + inpos]) << 54); + out[10 + outpos] = ((in[10 + inpos]) >>> (63 - 53)) + | ((in[11 + inpos]) << 53); + out[11 + outpos] = ((in[11 + inpos]) >>> (63 - 52)) + | ((in[12 + inpos]) << 52); + out[12 + outpos] = ((in[12 + inpos]) >>> (63 - 51)) + | ((in[13 + inpos]) << 51); + out[13 + outpos] = ((in[13 + inpos]) >>> (63 - 50)) + | ((in[14 + inpos]) << 50); + out[14 + outpos] = ((in[14 + inpos]) >>> (63 - 49)) + | ((in[15 + inpos]) << 49); + out[15 + outpos] = ((in[15 + inpos]) >>> (63 - 48)) + | ((in[16 + inpos]) << 48); + out[16 + outpos] = ((in[16 + inpos]) >>> (63 - 47)) + | ((in[17 + inpos]) << 47); + out[17 + outpos] = ((in[17 + inpos]) >>> (63 - 46)) + | ((in[18 + inpos]) << 46); + out[18 + outpos] = ((in[18 + inpos]) >>> (63 - 45)) + | ((in[19 + inpos]) << 45); + out[19 + outpos] = ((in[19 + inpos]) >>> (63 - 44)) + | ((in[20 + inpos]) << 44); + out[20 + outpos] = ((in[20 + inpos]) >>> (63 - 43)) + | ((in[21 + inpos]) << 43); + out[21 + outpos] = ((in[21 + inpos]) >>> (63 - 42)) + | ((in[22 + inpos]) << 42); + out[22 + outpos] = ((in[22 + inpos]) >>> (63 - 41)) + | ((in[23 + inpos]) << 41); + out[23 + outpos] = ((in[23 + inpos]) >>> (63 - 40)) + | ((in[24 + inpos]) << 40); + out[24 + outpos] = ((in[24 + inpos]) >>> (63 - 39)) + | ((in[25 + inpos]) << 39); + out[25 + outpos] = ((in[25 + inpos]) >>> (63 - 38)) + | ((in[26 + inpos]) << 38); + out[26 + outpos] = ((in[26 + inpos]) >>> (63 - 37)) + | ((in[27 + inpos]) << 37); + out[27 + outpos] = ((in[27 + inpos]) >>> (63 - 36)) + | ((in[28 + inpos]) << 36); + out[28 + outpos] = ((in[28 + inpos]) >>> (63 - 35)) + | ((in[29 + inpos]) << 35); + out[29 + outpos] = ((in[29 + inpos]) >>> (63 - 34)) + | ((in[30 + inpos]) << 34); + out[30 + outpos] = ((in[30 + inpos]) >>> (63 - 33)) + | ((in[31 + inpos]) << 33); + out[31 + outpos] = ((in[31 + inpos]) >>> (63 - 32)) + | ((in[32 + inpos]) << 32); + out[32 + outpos] = ((in[32 + inpos]) >>> (63 - 31)) + | ((in[33 + inpos]) << 31); + out[33 + outpos] = ((in[33 + inpos]) >>> (63 - 30)) + | ((in[34 + inpos]) << 30); + out[34 + outpos] = ((in[34 + inpos]) >>> (63 - 29)) + | ((in[35 + inpos]) << 29); + out[35 + outpos] = ((in[35 + inpos]) >>> (63 - 28)) + | ((in[36 + inpos]) << 28); + out[36 + outpos] = ((in[36 + inpos]) >>> (63 - 27)) + | ((in[37 + inpos]) << 27); + out[37 + outpos] = ((in[37 + inpos]) >>> (63 - 26)) + | ((in[38 + inpos]) << 26); + out[38 + outpos] = ((in[38 + inpos]) >>> (63 - 25)) + | ((in[39 + inpos]) << 25); + out[39 + outpos] = ((in[39 + inpos]) >>> (63 - 24)) + | ((in[40 + inpos]) << 24); + out[40 + outpos] = ((in[40 + inpos]) >>> (63 - 23)) + | ((in[41 + inpos]) << 23); + out[41 + outpos] = ((in[41 + inpos]) >>> (63 - 22)) + | ((in[42 + inpos]) << 22); + out[42 + outpos] = ((in[42 + inpos]) >>> (63 - 21)) + | ((in[43 + inpos]) << 21); + out[43 + outpos] = ((in[43 + inpos]) >>> (63 - 20)) + | ((in[44 + inpos]) << 20); + out[44 + outpos] = ((in[44 + inpos]) >>> (63 - 19)) + | ((in[45 + inpos]) << 19); + out[45 + outpos] = ((in[45 + inpos]) >>> (63 - 18)) + | ((in[46 + inpos]) << 18); + out[46 + outpos] = ((in[46 + inpos]) >>> (63 - 17)) + | ((in[47 + inpos]) << 17); + out[47 + outpos] = ((in[47 + inpos]) >>> (63 - 16)) + | ((in[48 + inpos]) << 16); + out[48 + outpos] = ((in[48 + inpos]) >>> (63 - 15)) + | ((in[49 + inpos]) << 15); + out[49 + outpos] = ((in[49 + inpos]) >>> (63 - 14)) + | ((in[50 + inpos]) << 14); + out[50 + outpos] = ((in[50 + inpos]) >>> (63 - 13)) + | ((in[51 + inpos]) << 13); + out[51 + outpos] = ((in[51 + inpos]) >>> (63 - 12)) + | ((in[52 + inpos]) << 12); + out[52 + outpos] = ((in[52 + inpos]) >>> (63 - 11)) + | ((in[53 + inpos]) << 11); + out[53 + outpos] = ((in[53 + inpos]) >>> (63 - 10)) + | ((in[54 + inpos]) << 10); + out[54 + outpos] = ((in[54 + inpos]) >>> (63 - 9)) + | ((in[55 + inpos]) << 9); + out[55 + outpos] = ((in[55 + inpos]) >>> (63 - 8)) + | ((in[56 + inpos]) << 8); + out[56 + outpos] = ((in[56 + inpos]) >>> (63 - 7)) + | ((in[57 + inpos]) << 7); + out[57 + outpos] = ((in[57 + inpos]) >>> (63 - 6)) + | ((in[58 + inpos]) << 6); + out[58 + outpos] = ((in[58 + inpos]) >>> (63 - 5)) + | ((in[59 + inpos]) << 5); + out[59 + outpos] = ((in[59 + inpos]) >>> (63 - 4)) + | ((in[60 + inpos]) << 4); + out[60 + outpos] = ((in[60 + inpos]) >>> (63 - 3)) + | ((in[61 + inpos]) << 3); + out[61 + outpos] = ((in[61 + inpos]) >>> (63 - 2)) + | ((in[62 + inpos]) << 2); + out[62 + outpos] = ((in[62 + inpos]) >>> (63 - 1)) + | ((in[63 + inpos]) << 1); + } + protected static void fastpackwithoutmask64(final long[] in, int inpos, final long[] out, int outpos) { System.arraycopy(in, inpos, out, outpos, 64); @@ -102,14 +6336,204 @@ protected static void slowpackwithoutmask(final long[] in, int inpos, */ public static void fastunpack(final long[] in, final int inpos, final long[] out, final int outpos, final int bit) { - if (bit == 0) { - fastunpack0(in, inpos, out, outpos); - } else if (bit == 64) { - fastunpack64(in, inpos, out, outpos); - } else if (bit > 0 && bit < 64) { - slowunpack(in, inpos, out, outpos, bit); - } else { - throw new IllegalArgumentException("Unsupported bit width: " + bit); + switch (bit) { + case 0: + fastunpack0(in, inpos, out, outpos); + break; + case 1: + fastunpack1(in, inpos, out, outpos); + break; + case 2: + fastunpack2(in, inpos, out, outpos); + break; + case 3: + fastunpack3(in, inpos, out, outpos); + break; + case 4: + fastunpack4(in, inpos, out, outpos); + break; + case 5: + fastunpack5(in, inpos, out, outpos); + break; + case 6: + fastunpack6(in, inpos, out, outpos); + break; + case 7: + fastunpack7(in, inpos, out, outpos); + break; + case 8: + fastunpack8(in, inpos, out, outpos); + break; + case 9: + fastunpack9(in, inpos, out, outpos); + break; + case 10: + fastunpack10(in, inpos, out, outpos); + break; + case 11: + fastunpack11(in, inpos, out, outpos); + break; + case 12: + fastunpack12(in, inpos, out, outpos); + break; + case 13: + fastunpack13(in, inpos, out, outpos); + break; + case 14: + fastunpack14(in, inpos, out, outpos); + break; + case 15: + fastunpack15(in, inpos, out, outpos); + break; + case 16: + fastunpack16(in, inpos, out, outpos); + break; + case 17: + fastunpack17(in, inpos, out, outpos); + break; + case 18: + fastunpack18(in, inpos, out, outpos); + break; + case 19: + fastunpack19(in, inpos, out, outpos); + break; + case 20: + fastunpack20(in, inpos, out, outpos); + break; + case 21: + fastunpack21(in, inpos, out, outpos); + break; + case 22: + fastunpack22(in, inpos, out, outpos); + break; + case 23: + fastunpack23(in, inpos, out, outpos); + break; + case 24: + fastunpack24(in, inpos, out, outpos); + break; + case 25: + fastunpack25(in, inpos, out, outpos); + break; + case 26: + fastunpack26(in, inpos, out, outpos); + break; + case 27: + fastunpack27(in, inpos, out, outpos); + break; + case 28: + fastunpack28(in, inpos, out, outpos); + break; + case 29: + fastunpack29(in, inpos, out, outpos); + break; + case 30: + fastunpack30(in, inpos, out, outpos); + break; + case 31: + fastunpack31(in, inpos, out, outpos); + break; + case 32: + fastunpack32(in, inpos, out, outpos); + break; + case 33: + fastunpack33(in, inpos, out, outpos); + break; + case 34: + fastunpack34(in, inpos, out, outpos); + break; + case 35: + fastunpack35(in, inpos, out, outpos); + break; + case 36: + fastunpack36(in, inpos, out, outpos); + break; + case 37: + fastunpack37(in, inpos, out, outpos); + break; + case 38: + fastunpack38(in, inpos, out, outpos); + break; + case 39: + fastunpack39(in, inpos, out, outpos); + break; + case 40: + fastunpack40(in, inpos, out, outpos); + break; + case 41: + fastunpack41(in, inpos, out, outpos); + break; + case 42: + fastunpack42(in, inpos, out, outpos); + break; + case 43: + fastunpack43(in, inpos, out, outpos); + break; + case 44: + fastunpack44(in, inpos, out, outpos); + break; + case 45: + fastunpack45(in, inpos, out, outpos); + break; + case 46: + fastunpack46(in, inpos, out, outpos); + break; + case 47: + fastunpack47(in, inpos, out, outpos); + break; + case 48: + fastunpack48(in, inpos, out, outpos); + break; + case 49: + fastunpack49(in, inpos, out, outpos); + break; + case 50: + fastunpack50(in, inpos, out, outpos); + break; + case 51: + fastunpack51(in, inpos, out, outpos); + break; + case 52: + fastunpack52(in, inpos, out, outpos); + break; + case 53: + fastunpack53(in, inpos, out, outpos); + break; + case 54: + fastunpack54(in, inpos, out, outpos); + break; + case 55: + fastunpack55(in, inpos, out, outpos); + break; + case 56: + fastunpack56(in, inpos, out, outpos); + break; + case 57: + fastunpack57(in, inpos, out, outpos); + break; + case 58: + fastunpack58(in, inpos, out, outpos); + break; + case 59: + fastunpack59(in, inpos, out, outpos); + break; + case 60: + fastunpack60(in, inpos, out, outpos); + break; + case 61: + fastunpack61(in, inpos, out, outpos); + break; + case 62: + fastunpack62(in, inpos, out, outpos); + break; + case 63: + fastunpack63(in, inpos, out, outpos); + break; + case 64: + fastunpack64(in, inpos, out, outpos); + break; + default: + throw new IllegalArgumentException("Unsupported bit width: " + bit); } } @@ -118,6 +6542,6114 @@ protected static void fastunpack0(final long[] in, int inpos, final long[] out, int outpos) { Arrays.fill(out, outpos, outpos + 64, 0); } + + protected static void fastunpack1(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 1L); + out[1 + outpos] = ((in[inpos] >>> 1) & 1L); + out[2 + outpos] = ((in[inpos] >>> 2) & 1L); + out[3 + outpos] = ((in[inpos] >>> 3) & 1L); + out[4 + outpos] = ((in[inpos] >>> 4) & 1L); + out[5 + outpos] = ((in[inpos] >>> 5) & 1L); + out[6 + outpos] = ((in[inpos] >>> 6) & 1L); + out[7 + outpos] = ((in[inpos] >>> 7) & 1L); + out[8 + outpos] = ((in[inpos] >>> 8) & 1L); + out[9 + outpos] = ((in[inpos] >>> 9) & 1L); + out[10 + outpos] = ((in[inpos] >>> 10) & 1L); + out[11 + outpos] = ((in[inpos] >>> 11) & 1L); + out[12 + outpos] = ((in[inpos] >>> 12) & 1L); + out[13 + outpos] = ((in[inpos] >>> 13) & 1L); + out[14 + outpos] = ((in[inpos] >>> 14) & 1L); + out[15 + outpos] = ((in[inpos] >>> 15) & 1L); + out[16 + outpos] = ((in[inpos] >>> 16) & 1L); + out[17 + outpos] = ((in[inpos] >>> 17) & 1L); + out[18 + outpos] = ((in[inpos] >>> 18) & 1L); + out[19 + outpos] = ((in[inpos] >>> 19) & 1L); + out[20 + outpos] = ((in[inpos] >>> 20) & 1L); + out[21 + outpos] = ((in[inpos] >>> 21) & 1L); + out[22 + outpos] = ((in[inpos] >>> 22) & 1L); + out[23 + outpos] = ((in[inpos] >>> 23) & 1L); + out[24 + outpos] = ((in[inpos] >>> 24) & 1L); + out[25 + outpos] = ((in[inpos] >>> 25) & 1L); + out[26 + outpos] = ((in[inpos] >>> 26) & 1L); + out[27 + outpos] = ((in[inpos] >>> 27) & 1L); + out[28 + outpos] = ((in[inpos] >>> 28) & 1L); + out[29 + outpos] = ((in[inpos] >>> 29) & 1L); + out[30 + outpos] = ((in[inpos] >>> 30) & 1L); + out[31 + outpos] = ((in[inpos] >>> 31) & 1L); + out[32 + outpos] = ((in[inpos] >>> 32) & 1L); + out[33 + outpos] = ((in[inpos] >>> 33) & 1L); + out[34 + outpos] = ((in[inpos] >>> 34) & 1L); + out[35 + outpos] = ((in[inpos] >>> 35) & 1L); + out[36 + outpos] = ((in[inpos] >>> 36) & 1L); + out[37 + outpos] = ((in[inpos] >>> 37) & 1L); + out[38 + outpos] = ((in[inpos] >>> 38) & 1L); + out[39 + outpos] = ((in[inpos] >>> 39) & 1L); + out[40 + outpos] = ((in[inpos] >>> 40) & 1L); + out[41 + outpos] = ((in[inpos] >>> 41) & 1L); + out[42 + outpos] = ((in[inpos] >>> 42) & 1L); + out[43 + outpos] = ((in[inpos] >>> 43) & 1L); + out[44 + outpos] = ((in[inpos] >>> 44) & 1L); + out[45 + outpos] = ((in[inpos] >>> 45) & 1L); + out[46 + outpos] = ((in[inpos] >>> 46) & 1L); + out[47 + outpos] = ((in[inpos] >>> 47) & 1L); + out[48 + outpos] = ((in[inpos] >>> 48) & 1L); + out[49 + outpos] = ((in[inpos] >>> 49) & 1L); + out[50 + outpos] = ((in[inpos] >>> 50) & 1L); + out[51 + outpos] = ((in[inpos] >>> 51) & 1L); + out[52 + outpos] = ((in[inpos] >>> 52) & 1L); + out[53 + outpos] = ((in[inpos] >>> 53) & 1L); + out[54 + outpos] = ((in[inpos] >>> 54) & 1L); + out[55 + outpos] = ((in[inpos] >>> 55) & 1L); + out[56 + outpos] = ((in[inpos] >>> 56) & 1L); + out[57 + outpos] = ((in[inpos] >>> 57) & 1L); + out[58 + outpos] = ((in[inpos] >>> 58) & 1L); + out[59 + outpos] = ((in[inpos] >>> 59) & 1L); + out[60 + outpos] = ((in[inpos] >>> 60) & 1L); + out[61 + outpos] = ((in[inpos] >>> 61) & 1L); + out[62 + outpos] = ((in[inpos] >>> 62) & 1L); + out[63 + outpos] = (in[inpos] >>> 63); + } + + protected static void fastunpack2(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 3L); + out[1 + outpos] = ((in[inpos] >>> 2) & 3L); + out[2 + outpos] = ((in[inpos] >>> 4) & 3L); + out[3 + outpos] = ((in[inpos] >>> 6) & 3L); + out[4 + outpos] = ((in[inpos] >>> 8) & 3L); + out[5 + outpos] = ((in[inpos] >>> 10) & 3L); + out[6 + outpos] = ((in[inpos] >>> 12) & 3L); + out[7 + outpos] = ((in[inpos] >>> 14) & 3L); + out[8 + outpos] = ((in[inpos] >>> 16) & 3L); + out[9 + outpos] = ((in[inpos] >>> 18) & 3L); + out[10 + outpos] = ((in[inpos] >>> 20) & 3L); + out[11 + outpos] = ((in[inpos] >>> 22) & 3L); + out[12 + outpos] = ((in[inpos] >>> 24) & 3L); + out[13 + outpos] = ((in[inpos] >>> 26) & 3L); + out[14 + outpos] = ((in[inpos] >>> 28) & 3L); + out[15 + outpos] = ((in[inpos] >>> 30) & 3L); + out[16 + outpos] = ((in[inpos] >>> 32) & 3L); + out[17 + outpos] = ((in[inpos] >>> 34) & 3L); + out[18 + outpos] = ((in[inpos] >>> 36) & 3L); + out[19 + outpos] = ((in[inpos] >>> 38) & 3L); + out[20 + outpos] = ((in[inpos] >>> 40) & 3L); + out[21 + outpos] = ((in[inpos] >>> 42) & 3L); + out[22 + outpos] = ((in[inpos] >>> 44) & 3L); + out[23 + outpos] = ((in[inpos] >>> 46) & 3L); + out[24 + outpos] = ((in[inpos] >>> 48) & 3L); + out[25 + outpos] = ((in[inpos] >>> 50) & 3L); + out[26 + outpos] = ((in[inpos] >>> 52) & 3L); + out[27 + outpos] = ((in[inpos] >>> 54) & 3L); + out[28 + outpos] = ((in[inpos] >>> 56) & 3L); + out[29 + outpos] = ((in[inpos] >>> 58) & 3L); + out[30 + outpos] = ((in[inpos] >>> 60) & 3L); + out[31 + outpos] = (in[inpos] >>> 62); + out[32 + outpos] = (in[1 + inpos] & 3L); + out[33 + outpos] = ((in[1 + inpos] >>> 2) & 3L); + out[34 + outpos] = ((in[1 + inpos] >>> 4) & 3L); + out[35 + outpos] = ((in[1 + inpos] >>> 6) & 3L); + out[36 + outpos] = ((in[1 + inpos] >>> 8) & 3L); + out[37 + outpos] = ((in[1 + inpos] >>> 10) & 3L); + out[38 + outpos] = ((in[1 + inpos] >>> 12) & 3L); + out[39 + outpos] = ((in[1 + inpos] >>> 14) & 3L); + out[40 + outpos] = ((in[1 + inpos] >>> 16) & 3L); + out[41 + outpos] = ((in[1 + inpos] >>> 18) & 3L); + out[42 + outpos] = ((in[1 + inpos] >>> 20) & 3L); + out[43 + outpos] = ((in[1 + inpos] >>> 22) & 3L); + out[44 + outpos] = ((in[1 + inpos] >>> 24) & 3L); + out[45 + outpos] = ((in[1 + inpos] >>> 26) & 3L); + out[46 + outpos] = ((in[1 + inpos] >>> 28) & 3L); + out[47 + outpos] = ((in[1 + inpos] >>> 30) & 3L); + out[48 + outpos] = ((in[1 + inpos] >>> 32) & 3L); + out[49 + outpos] = ((in[1 + inpos] >>> 34) & 3L); + out[50 + outpos] = ((in[1 + inpos] >>> 36) & 3L); + out[51 + outpos] = ((in[1 + inpos] >>> 38) & 3L); + out[52 + outpos] = ((in[1 + inpos] >>> 40) & 3L); + out[53 + outpos] = ((in[1 + inpos] >>> 42) & 3L); + out[54 + outpos] = ((in[1 + inpos] >>> 44) & 3L); + out[55 + outpos] = ((in[1 + inpos] >>> 46) & 3L); + out[56 + outpos] = ((in[1 + inpos] >>> 48) & 3L); + out[57 + outpos] = ((in[1 + inpos] >>> 50) & 3L); + out[58 + outpos] = ((in[1 + inpos] >>> 52) & 3L); + out[59 + outpos] = ((in[1 + inpos] >>> 54) & 3L); + out[60 + outpos] = ((in[1 + inpos] >>> 56) & 3L); + out[61 + outpos] = ((in[1 + inpos] >>> 58) & 3L); + out[62 + outpos] = ((in[1 + inpos] >>> 60) & 3L); + out[63 + outpos] = (in[1 + inpos] >>> 62); + } + + protected static void fastunpack3(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 7L); + out[1 + outpos] = ((in[inpos] >>> 3) & 7L); + out[2 + outpos] = ((in[inpos] >>> 6) & 7L); + out[3 + outpos] = ((in[inpos] >>> 9) & 7L); + out[4 + outpos] = ((in[inpos] >>> 12) & 7L); + out[5 + outpos] = ((in[inpos] >>> 15) & 7L); + out[6 + outpos] = ((in[inpos] >>> 18) & 7L); + out[7 + outpos] = ((in[inpos] >>> 21) & 7L); + out[8 + outpos] = ((in[inpos] >>> 24) & 7L); + out[9 + outpos] = ((in[inpos] >>> 27) & 7L); + out[10 + outpos] = ((in[inpos] >>> 30) & 7L); + out[11 + outpos] = ((in[inpos] >>> 33) & 7L); + out[12 + outpos] = ((in[inpos] >>> 36) & 7L); + out[13 + outpos] = ((in[inpos] >>> 39) & 7L); + out[14 + outpos] = ((in[inpos] >>> 42) & 7L); + out[15 + outpos] = ((in[inpos] >>> 45) & 7L); + out[16 + outpos] = ((in[inpos] >>> 48) & 7L); + out[17 + outpos] = ((in[inpos] >>> 51) & 7L); + out[18 + outpos] = ((in[inpos] >>> 54) & 7L); + out[19 + outpos] = ((in[inpos] >>> 57) & 7L); + out[20 + outpos] = ((in[inpos] >>> 60) & 7L); + out[21 + outpos] = (in[inpos] >>> 63) + | ((in[1 + inpos] & 3L) << (3 - 2)); + out[22 + outpos] = ((in[1 + inpos] >>> 2) & 7L); + out[23 + outpos] = ((in[1 + inpos] >>> 5) & 7L); + out[24 + outpos] = ((in[1 + inpos] >>> 8) & 7L); + out[25 + outpos] = ((in[1 + inpos] >>> 11) & 7L); + out[26 + outpos] = ((in[1 + inpos] >>> 14) & 7L); + out[27 + outpos] = ((in[1 + inpos] >>> 17) & 7L); + out[28 + outpos] = ((in[1 + inpos] >>> 20) & 7L); + out[29 + outpos] = ((in[1 + inpos] >>> 23) & 7L); + out[30 + outpos] = ((in[1 + inpos] >>> 26) & 7L); + out[31 + outpos] = ((in[1 + inpos] >>> 29) & 7L); + out[32 + outpos] = ((in[1 + inpos] >>> 32) & 7L); + out[33 + outpos] = ((in[1 + inpos] >>> 35) & 7L); + out[34 + outpos] = ((in[1 + inpos] >>> 38) & 7L); + out[35 + outpos] = ((in[1 + inpos] >>> 41) & 7L); + out[36 + outpos] = ((in[1 + inpos] >>> 44) & 7L); + out[37 + outpos] = ((in[1 + inpos] >>> 47) & 7L); + out[38 + outpos] = ((in[1 + inpos] >>> 50) & 7L); + out[39 + outpos] = ((in[1 + inpos] >>> 53) & 7L); + out[40 + outpos] = ((in[1 + inpos] >>> 56) & 7L); + out[41 + outpos] = ((in[1 + inpos] >>> 59) & 7L); + out[42 + outpos] = (in[1 + inpos] >>> 62) + | ((in[2 + inpos] & 1L) << (3 - 1)); + out[43 + outpos] = ((in[2 + inpos] >>> 1) & 7L); + out[44 + outpos] = ((in[2 + inpos] >>> 4) & 7L); + out[45 + outpos] = ((in[2 + inpos] >>> 7) & 7L); + out[46 + outpos] = ((in[2 + inpos] >>> 10) & 7L); + out[47 + outpos] = ((in[2 + inpos] >>> 13) & 7L); + out[48 + outpos] = ((in[2 + inpos] >>> 16) & 7L); + out[49 + outpos] = ((in[2 + inpos] >>> 19) & 7L); + out[50 + outpos] = ((in[2 + inpos] >>> 22) & 7L); + out[51 + outpos] = ((in[2 + inpos] >>> 25) & 7L); + out[52 + outpos] = ((in[2 + inpos] >>> 28) & 7L); + out[53 + outpos] = ((in[2 + inpos] >>> 31) & 7L); + out[54 + outpos] = ((in[2 + inpos] >>> 34) & 7L); + out[55 + outpos] = ((in[2 + inpos] >>> 37) & 7L); + out[56 + outpos] = ((in[2 + inpos] >>> 40) & 7L); + out[57 + outpos] = ((in[2 + inpos] >>> 43) & 7L); + out[58 + outpos] = ((in[2 + inpos] >>> 46) & 7L); + out[59 + outpos] = ((in[2 + inpos] >>> 49) & 7L); + out[60 + outpos] = ((in[2 + inpos] >>> 52) & 7L); + out[61 + outpos] = ((in[2 + inpos] >>> 55) & 7L); + out[62 + outpos] = ((in[2 + inpos] >>> 58) & 7L); + out[63 + outpos] = (in[2 + inpos] >>> 61); + } + + protected static void fastunpack4(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 15L); + out[1 + outpos] = ((in[inpos] >>> 4) & 15L); + out[2 + outpos] = ((in[inpos] >>> 8) & 15L); + out[3 + outpos] = ((in[inpos] >>> 12) & 15L); + out[4 + outpos] = ((in[inpos] >>> 16) & 15L); + out[5 + outpos] = ((in[inpos] >>> 20) & 15L); + out[6 + outpos] = ((in[inpos] >>> 24) & 15L); + out[7 + outpos] = ((in[inpos] >>> 28) & 15L); + out[8 + outpos] = ((in[inpos] >>> 32) & 15L); + out[9 + outpos] = ((in[inpos] >>> 36) & 15L); + out[10 + outpos] = ((in[inpos] >>> 40) & 15L); + out[11 + outpos] = ((in[inpos] >>> 44) & 15L); + out[12 + outpos] = ((in[inpos] >>> 48) & 15L); + out[13 + outpos] = ((in[inpos] >>> 52) & 15L); + out[14 + outpos] = ((in[inpos] >>> 56) & 15L); + out[15 + outpos] = (in[inpos] >>> 60); + out[16 + outpos] = (in[1 + inpos] & 15L); + out[17 + outpos] = ((in[1 + inpos] >>> 4) & 15L); + out[18 + outpos] = ((in[1 + inpos] >>> 8) & 15L); + out[19 + outpos] = ((in[1 + inpos] >>> 12) & 15L); + out[20 + outpos] = ((in[1 + inpos] >>> 16) & 15L); + out[21 + outpos] = ((in[1 + inpos] >>> 20) & 15L); + out[22 + outpos] = ((in[1 + inpos] >>> 24) & 15L); + out[23 + outpos] = ((in[1 + inpos] >>> 28) & 15L); + out[24 + outpos] = ((in[1 + inpos] >>> 32) & 15L); + out[25 + outpos] = ((in[1 + inpos] >>> 36) & 15L); + out[26 + outpos] = ((in[1 + inpos] >>> 40) & 15L); + out[27 + outpos] = ((in[1 + inpos] >>> 44) & 15L); + out[28 + outpos] = ((in[1 + inpos] >>> 48) & 15L); + out[29 + outpos] = ((in[1 + inpos] >>> 52) & 15L); + out[30 + outpos] = ((in[1 + inpos] >>> 56) & 15L); + out[31 + outpos] = (in[1 + inpos] >>> 60); + out[32 + outpos] = (in[2 + inpos] & 15L); + out[33 + outpos] = ((in[2 + inpos] >>> 4) & 15L); + out[34 + outpos] = ((in[2 + inpos] >>> 8) & 15L); + out[35 + outpos] = ((in[2 + inpos] >>> 12) & 15L); + out[36 + outpos] = ((in[2 + inpos] >>> 16) & 15L); + out[37 + outpos] = ((in[2 + inpos] >>> 20) & 15L); + out[38 + outpos] = ((in[2 + inpos] >>> 24) & 15L); + out[39 + outpos] = ((in[2 + inpos] >>> 28) & 15L); + out[40 + outpos] = ((in[2 + inpos] >>> 32) & 15L); + out[41 + outpos] = ((in[2 + inpos] >>> 36) & 15L); + out[42 + outpos] = ((in[2 + inpos] >>> 40) & 15L); + out[43 + outpos] = ((in[2 + inpos] >>> 44) & 15L); + out[44 + outpos] = ((in[2 + inpos] >>> 48) & 15L); + out[45 + outpos] = ((in[2 + inpos] >>> 52) & 15L); + out[46 + outpos] = ((in[2 + inpos] >>> 56) & 15L); + out[47 + outpos] = (in[2 + inpos] >>> 60); + out[48 + outpos] = (in[3 + inpos] & 15L); + out[49 + outpos] = ((in[3 + inpos] >>> 4) & 15L); + out[50 + outpos] = ((in[3 + inpos] >>> 8) & 15L); + out[51 + outpos] = ((in[3 + inpos] >>> 12) & 15L); + out[52 + outpos] = ((in[3 + inpos] >>> 16) & 15L); + out[53 + outpos] = ((in[3 + inpos] >>> 20) & 15L); + out[54 + outpos] = ((in[3 + inpos] >>> 24) & 15L); + out[55 + outpos] = ((in[3 + inpos] >>> 28) & 15L); + out[56 + outpos] = ((in[3 + inpos] >>> 32) & 15L); + out[57 + outpos] = ((in[3 + inpos] >>> 36) & 15L); + out[58 + outpos] = ((in[3 + inpos] >>> 40) & 15L); + out[59 + outpos] = ((in[3 + inpos] >>> 44) & 15L); + out[60 + outpos] = ((in[3 + inpos] >>> 48) & 15L); + out[61 + outpos] = ((in[3 + inpos] >>> 52) & 15L); + out[62 + outpos] = ((in[3 + inpos] >>> 56) & 15L); + out[63 + outpos] = (in[3 + inpos] >>> 60); + } + + protected static void fastunpack5(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 31L); + out[1 + outpos] = ((in[inpos] >>> 5) & 31L); + out[2 + outpos] = ((in[inpos] >>> 10) & 31L); + out[3 + outpos] = ((in[inpos] >>> 15) & 31L); + out[4 + outpos] = ((in[inpos] >>> 20) & 31L); + out[5 + outpos] = ((in[inpos] >>> 25) & 31L); + out[6 + outpos] = ((in[inpos] >>> 30) & 31L); + out[7 + outpos] = ((in[inpos] >>> 35) & 31L); + out[8 + outpos] = ((in[inpos] >>> 40) & 31L); + out[9 + outpos] = ((in[inpos] >>> 45) & 31L); + out[10 + outpos] = ((in[inpos] >>> 50) & 31L); + out[11 + outpos] = ((in[inpos] >>> 55) & 31L); + out[12 + outpos] = (in[inpos] >>> 60) + | ((in[1 + inpos] & 1L) << (5 - 1)); + out[13 + outpos] = ((in[1 + inpos] >>> 1) & 31L); + out[14 + outpos] = ((in[1 + inpos] >>> 6) & 31L); + out[15 + outpos] = ((in[1 + inpos] >>> 11) & 31L); + out[16 + outpos] = ((in[1 + inpos] >>> 16) & 31L); + out[17 + outpos] = ((in[1 + inpos] >>> 21) & 31L); + out[18 + outpos] = ((in[1 + inpos] >>> 26) & 31L); + out[19 + outpos] = ((in[1 + inpos] >>> 31) & 31L); + out[20 + outpos] = ((in[1 + inpos] >>> 36) & 31L); + out[21 + outpos] = ((in[1 + inpos] >>> 41) & 31L); + out[22 + outpos] = ((in[1 + inpos] >>> 46) & 31L); + out[23 + outpos] = ((in[1 + inpos] >>> 51) & 31L); + out[24 + outpos] = ((in[1 + inpos] >>> 56) & 31L); + out[25 + outpos] = (in[1 + inpos] >>> 61) + | ((in[2 + inpos] & 3L) << (5 - 2)); + out[26 + outpos] = ((in[2 + inpos] >>> 2) & 31L); + out[27 + outpos] = ((in[2 + inpos] >>> 7) & 31L); + out[28 + outpos] = ((in[2 + inpos] >>> 12) & 31L); + out[29 + outpos] = ((in[2 + inpos] >>> 17) & 31L); + out[30 + outpos] = ((in[2 + inpos] >>> 22) & 31L); + out[31 + outpos] = ((in[2 + inpos] >>> 27) & 31L); + out[32 + outpos] = ((in[2 + inpos] >>> 32) & 31L); + out[33 + outpos] = ((in[2 + inpos] >>> 37) & 31L); + out[34 + outpos] = ((in[2 + inpos] >>> 42) & 31L); + out[35 + outpos] = ((in[2 + inpos] >>> 47) & 31L); + out[36 + outpos] = ((in[2 + inpos] >>> 52) & 31L); + out[37 + outpos] = ((in[2 + inpos] >>> 57) & 31L); + out[38 + outpos] = (in[2 + inpos] >>> 62) + | ((in[3 + inpos] & 7L) << (5 - 3)); + out[39 + outpos] = ((in[3 + inpos] >>> 3) & 31L); + out[40 + outpos] = ((in[3 + inpos] >>> 8) & 31L); + out[41 + outpos] = ((in[3 + inpos] >>> 13) & 31L); + out[42 + outpos] = ((in[3 + inpos] >>> 18) & 31L); + out[43 + outpos] = ((in[3 + inpos] >>> 23) & 31L); + out[44 + outpos] = ((in[3 + inpos] >>> 28) & 31L); + out[45 + outpos] = ((in[3 + inpos] >>> 33) & 31L); + out[46 + outpos] = ((in[3 + inpos] >>> 38) & 31L); + out[47 + outpos] = ((in[3 + inpos] >>> 43) & 31L); + out[48 + outpos] = ((in[3 + inpos] >>> 48) & 31L); + out[49 + outpos] = ((in[3 + inpos] >>> 53) & 31L); + out[50 + outpos] = ((in[3 + inpos] >>> 58) & 31L); + out[51 + outpos] = (in[3 + inpos] >>> 63) + | ((in[4 + inpos] & 15L) << (5 - 4)); + out[52 + outpos] = ((in[4 + inpos] >>> 4) & 31L); + out[53 + outpos] = ((in[4 + inpos] >>> 9) & 31L); + out[54 + outpos] = ((in[4 + inpos] >>> 14) & 31L); + out[55 + outpos] = ((in[4 + inpos] >>> 19) & 31L); + out[56 + outpos] = ((in[4 + inpos] >>> 24) & 31L); + out[57 + outpos] = ((in[4 + inpos] >>> 29) & 31L); + out[58 + outpos] = ((in[4 + inpos] >>> 34) & 31L); + out[59 + outpos] = ((in[4 + inpos] >>> 39) & 31L); + out[60 + outpos] = ((in[4 + inpos] >>> 44) & 31L); + out[61 + outpos] = ((in[4 + inpos] >>> 49) & 31L); + out[62 + outpos] = ((in[4 + inpos] >>> 54) & 31L); + out[63 + outpos] = (in[4 + inpos] >>> 59); + } + + protected static void fastunpack6(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 63L); + out[1 + outpos] = ((in[inpos] >>> 6) & 63L); + out[2 + outpos] = ((in[inpos] >>> 12) & 63L); + out[3 + outpos] = ((in[inpos] >>> 18) & 63L); + out[4 + outpos] = ((in[inpos] >>> 24) & 63L); + out[5 + outpos] = ((in[inpos] >>> 30) & 63L); + out[6 + outpos] = ((in[inpos] >>> 36) & 63L); + out[7 + outpos] = ((in[inpos] >>> 42) & 63L); + out[8 + outpos] = ((in[inpos] >>> 48) & 63L); + out[9 + outpos] = ((in[inpos] >>> 54) & 63L); + out[10 + outpos] = (in[inpos] >>> 60) + | ((in[1 + inpos] & 3L) << (6 - 2)); + out[11 + outpos] = ((in[1 + inpos] >>> 2) & 63L); + out[12 + outpos] = ((in[1 + inpos] >>> 8) & 63L); + out[13 + outpos] = ((in[1 + inpos] >>> 14) & 63L); + out[14 + outpos] = ((in[1 + inpos] >>> 20) & 63L); + out[15 + outpos] = ((in[1 + inpos] >>> 26) & 63L); + out[16 + outpos] = ((in[1 + inpos] >>> 32) & 63L); + out[17 + outpos] = ((in[1 + inpos] >>> 38) & 63L); + out[18 + outpos] = ((in[1 + inpos] >>> 44) & 63L); + out[19 + outpos] = ((in[1 + inpos] >>> 50) & 63L); + out[20 + outpos] = ((in[1 + inpos] >>> 56) & 63L); + out[21 + outpos] = (in[1 + inpos] >>> 62) + | ((in[2 + inpos] & 15L) << (6 - 4)); + out[22 + outpos] = ((in[2 + inpos] >>> 4) & 63L); + out[23 + outpos] = ((in[2 + inpos] >>> 10) & 63L); + out[24 + outpos] = ((in[2 + inpos] >>> 16) & 63L); + out[25 + outpos] = ((in[2 + inpos] >>> 22) & 63L); + out[26 + outpos] = ((in[2 + inpos] >>> 28) & 63L); + out[27 + outpos] = ((in[2 + inpos] >>> 34) & 63L); + out[28 + outpos] = ((in[2 + inpos] >>> 40) & 63L); + out[29 + outpos] = ((in[2 + inpos] >>> 46) & 63L); + out[30 + outpos] = ((in[2 + inpos] >>> 52) & 63L); + out[31 + outpos] = (in[2 + inpos] >>> 58); + out[32 + outpos] = (in[3 + inpos] & 63L); + out[33 + outpos] = ((in[3 + inpos] >>> 6) & 63L); + out[34 + outpos] = ((in[3 + inpos] >>> 12) & 63L); + out[35 + outpos] = ((in[3 + inpos] >>> 18) & 63L); + out[36 + outpos] = ((in[3 + inpos] >>> 24) & 63L); + out[37 + outpos] = ((in[3 + inpos] >>> 30) & 63L); + out[38 + outpos] = ((in[3 + inpos] >>> 36) & 63L); + out[39 + outpos] = ((in[3 + inpos] >>> 42) & 63L); + out[40 + outpos] = ((in[3 + inpos] >>> 48) & 63L); + out[41 + outpos] = ((in[3 + inpos] >>> 54) & 63L); + out[42 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 3L) << (6 - 2)); + out[43 + outpos] = ((in[4 + inpos] >>> 2) & 63L); + out[44 + outpos] = ((in[4 + inpos] >>> 8) & 63L); + out[45 + outpos] = ((in[4 + inpos] >>> 14) & 63L); + out[46 + outpos] = ((in[4 + inpos] >>> 20) & 63L); + out[47 + outpos] = ((in[4 + inpos] >>> 26) & 63L); + out[48 + outpos] = ((in[4 + inpos] >>> 32) & 63L); + out[49 + outpos] = ((in[4 + inpos] >>> 38) & 63L); + out[50 + outpos] = ((in[4 + inpos] >>> 44) & 63L); + out[51 + outpos] = ((in[4 + inpos] >>> 50) & 63L); + out[52 + outpos] = ((in[4 + inpos] >>> 56) & 63L); + out[53 + outpos] = (in[4 + inpos] >>> 62) + | ((in[5 + inpos] & 15L) << (6 - 4)); + out[54 + outpos] = ((in[5 + inpos] >>> 4) & 63L); + out[55 + outpos] = ((in[5 + inpos] >>> 10) & 63L); + out[56 + outpos] = ((in[5 + inpos] >>> 16) & 63L); + out[57 + outpos] = ((in[5 + inpos] >>> 22) & 63L); + out[58 + outpos] = ((in[5 + inpos] >>> 28) & 63L); + out[59 + outpos] = ((in[5 + inpos] >>> 34) & 63L); + out[60 + outpos] = ((in[5 + inpos] >>> 40) & 63L); + out[61 + outpos] = ((in[5 + inpos] >>> 46) & 63L); + out[62 + outpos] = ((in[5 + inpos] >>> 52) & 63L); + out[63 + outpos] = (in[5 + inpos] >>> 58); + } + + protected static void fastunpack7(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 127L); + out[1 + outpos] = ((in[inpos] >>> 7) & 127L); + out[2 + outpos] = ((in[inpos] >>> 14) & 127L); + out[3 + outpos] = ((in[inpos] >>> 21) & 127L); + out[4 + outpos] = ((in[inpos] >>> 28) & 127L); + out[5 + outpos] = ((in[inpos] >>> 35) & 127L); + out[6 + outpos] = ((in[inpos] >>> 42) & 127L); + out[7 + outpos] = ((in[inpos] >>> 49) & 127L); + out[8 + outpos] = ((in[inpos] >>> 56) & 127L); + out[9 + outpos] = (in[inpos] >>> 63) + | ((in[1 + inpos] & 63L) << (7 - 6)); + out[10 + outpos] = ((in[1 + inpos] >>> 6) & 127L); + out[11 + outpos] = ((in[1 + inpos] >>> 13) & 127L); + out[12 + outpos] = ((in[1 + inpos] >>> 20) & 127L); + out[13 + outpos] = ((in[1 + inpos] >>> 27) & 127L); + out[14 + outpos] = ((in[1 + inpos] >>> 34) & 127L); + out[15 + outpos] = ((in[1 + inpos] >>> 41) & 127L); + out[16 + outpos] = ((in[1 + inpos] >>> 48) & 127L); + out[17 + outpos] = ((in[1 + inpos] >>> 55) & 127L); + out[18 + outpos] = (in[1 + inpos] >>> 62) + | ((in[2 + inpos] & 31L) << (7 - 5)); + out[19 + outpos] = ((in[2 + inpos] >>> 5) & 127L); + out[20 + outpos] = ((in[2 + inpos] >>> 12) & 127L); + out[21 + outpos] = ((in[2 + inpos] >>> 19) & 127L); + out[22 + outpos] = ((in[2 + inpos] >>> 26) & 127L); + out[23 + outpos] = ((in[2 + inpos] >>> 33) & 127L); + out[24 + outpos] = ((in[2 + inpos] >>> 40) & 127L); + out[25 + outpos] = ((in[2 + inpos] >>> 47) & 127L); + out[26 + outpos] = ((in[2 + inpos] >>> 54) & 127L); + out[27 + outpos] = (in[2 + inpos] >>> 61) + | ((in[3 + inpos] & 15L) << (7 - 4)); + out[28 + outpos] = ((in[3 + inpos] >>> 4) & 127L); + out[29 + outpos] = ((in[3 + inpos] >>> 11) & 127L); + out[30 + outpos] = ((in[3 + inpos] >>> 18) & 127L); + out[31 + outpos] = ((in[3 + inpos] >>> 25) & 127L); + out[32 + outpos] = ((in[3 + inpos] >>> 32) & 127L); + out[33 + outpos] = ((in[3 + inpos] >>> 39) & 127L); + out[34 + outpos] = ((in[3 + inpos] >>> 46) & 127L); + out[35 + outpos] = ((in[3 + inpos] >>> 53) & 127L); + out[36 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 7L) << (7 - 3)); + out[37 + outpos] = ((in[4 + inpos] >>> 3) & 127L); + out[38 + outpos] = ((in[4 + inpos] >>> 10) & 127L); + out[39 + outpos] = ((in[4 + inpos] >>> 17) & 127L); + out[40 + outpos] = ((in[4 + inpos] >>> 24) & 127L); + out[41 + outpos] = ((in[4 + inpos] >>> 31) & 127L); + out[42 + outpos] = ((in[4 + inpos] >>> 38) & 127L); + out[43 + outpos] = ((in[4 + inpos] >>> 45) & 127L); + out[44 + outpos] = ((in[4 + inpos] >>> 52) & 127L); + out[45 + outpos] = (in[4 + inpos] >>> 59) + | ((in[5 + inpos] & 3L) << (7 - 2)); + out[46 + outpos] = ((in[5 + inpos] >>> 2) & 127L); + out[47 + outpos] = ((in[5 + inpos] >>> 9) & 127L); + out[48 + outpos] = ((in[5 + inpos] >>> 16) & 127L); + out[49 + outpos] = ((in[5 + inpos] >>> 23) & 127L); + out[50 + outpos] = ((in[5 + inpos] >>> 30) & 127L); + out[51 + outpos] = ((in[5 + inpos] >>> 37) & 127L); + out[52 + outpos] = ((in[5 + inpos] >>> 44) & 127L); + out[53 + outpos] = ((in[5 + inpos] >>> 51) & 127L); + out[54 + outpos] = (in[5 + inpos] >>> 58) + | ((in[6 + inpos] & 1L) << (7 - 1)); + out[55 + outpos] = ((in[6 + inpos] >>> 1) & 127L); + out[56 + outpos] = ((in[6 + inpos] >>> 8) & 127L); + out[57 + outpos] = ((in[6 + inpos] >>> 15) & 127L); + out[58 + outpos] = ((in[6 + inpos] >>> 22) & 127L); + out[59 + outpos] = ((in[6 + inpos] >>> 29) & 127L); + out[60 + outpos] = ((in[6 + inpos] >>> 36) & 127L); + out[61 + outpos] = ((in[6 + inpos] >>> 43) & 127L); + out[62 + outpos] = ((in[6 + inpos] >>> 50) & 127L); + out[63 + outpos] = (in[6 + inpos] >>> 57); + } + + protected static void fastunpack8(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 255L); + out[1 + outpos] = ((in[inpos] >>> 8) & 255L); + out[2 + outpos] = ((in[inpos] >>> 16) & 255L); + out[3 + outpos] = ((in[inpos] >>> 24) & 255L); + out[4 + outpos] = ((in[inpos] >>> 32) & 255L); + out[5 + outpos] = ((in[inpos] >>> 40) & 255L); + out[6 + outpos] = ((in[inpos] >>> 48) & 255L); + out[7 + outpos] = (in[inpos] >>> 56); + out[8 + outpos] = (in[1 + inpos] & 255L); + out[9 + outpos] = ((in[1 + inpos] >>> 8) & 255L); + out[10 + outpos] = ((in[1 + inpos] >>> 16) & 255L); + out[11 + outpos] = ((in[1 + inpos] >>> 24) & 255L); + out[12 + outpos] = ((in[1 + inpos] >>> 32) & 255L); + out[13 + outpos] = ((in[1 + inpos] >>> 40) & 255L); + out[14 + outpos] = ((in[1 + inpos] >>> 48) & 255L); + out[15 + outpos] = (in[1 + inpos] >>> 56); + out[16 + outpos] = (in[2 + inpos] & 255L); + out[17 + outpos] = ((in[2 + inpos] >>> 8) & 255L); + out[18 + outpos] = ((in[2 + inpos] >>> 16) & 255L); + out[19 + outpos] = ((in[2 + inpos] >>> 24) & 255L); + out[20 + outpos] = ((in[2 + inpos] >>> 32) & 255L); + out[21 + outpos] = ((in[2 + inpos] >>> 40) & 255L); + out[22 + outpos] = ((in[2 + inpos] >>> 48) & 255L); + out[23 + outpos] = (in[2 + inpos] >>> 56); + out[24 + outpos] = (in[3 + inpos] & 255L); + out[25 + outpos] = ((in[3 + inpos] >>> 8) & 255L); + out[26 + outpos] = ((in[3 + inpos] >>> 16) & 255L); + out[27 + outpos] = ((in[3 + inpos] >>> 24) & 255L); + out[28 + outpos] = ((in[3 + inpos] >>> 32) & 255L); + out[29 + outpos] = ((in[3 + inpos] >>> 40) & 255L); + out[30 + outpos] = ((in[3 + inpos] >>> 48) & 255L); + out[31 + outpos] = (in[3 + inpos] >>> 56); + out[32 + outpos] = (in[4 + inpos] & 255L); + out[33 + outpos] = ((in[4 + inpos] >>> 8) & 255L); + out[34 + outpos] = ((in[4 + inpos] >>> 16) & 255L); + out[35 + outpos] = ((in[4 + inpos] >>> 24) & 255L); + out[36 + outpos] = ((in[4 + inpos] >>> 32) & 255L); + out[37 + outpos] = ((in[4 + inpos] >>> 40) & 255L); + out[38 + outpos] = ((in[4 + inpos] >>> 48) & 255L); + out[39 + outpos] = (in[4 + inpos] >>> 56); + out[40 + outpos] = (in[5 + inpos] & 255L); + out[41 + outpos] = ((in[5 + inpos] >>> 8) & 255L); + out[42 + outpos] = ((in[5 + inpos] >>> 16) & 255L); + out[43 + outpos] = ((in[5 + inpos] >>> 24) & 255L); + out[44 + outpos] = ((in[5 + inpos] >>> 32) & 255L); + out[45 + outpos] = ((in[5 + inpos] >>> 40) & 255L); + out[46 + outpos] = ((in[5 + inpos] >>> 48) & 255L); + out[47 + outpos] = (in[5 + inpos] >>> 56); + out[48 + outpos] = (in[6 + inpos] & 255L); + out[49 + outpos] = ((in[6 + inpos] >>> 8) & 255L); + out[50 + outpos] = ((in[6 + inpos] >>> 16) & 255L); + out[51 + outpos] = ((in[6 + inpos] >>> 24) & 255L); + out[52 + outpos] = ((in[6 + inpos] >>> 32) & 255L); + out[53 + outpos] = ((in[6 + inpos] >>> 40) & 255L); + out[54 + outpos] = ((in[6 + inpos] >>> 48) & 255L); + out[55 + outpos] = (in[6 + inpos] >>> 56); + out[56 + outpos] = (in[7 + inpos] & 255L); + out[57 + outpos] = ((in[7 + inpos] >>> 8) & 255L); + out[58 + outpos] = ((in[7 + inpos] >>> 16) & 255L); + out[59 + outpos] = ((in[7 + inpos] >>> 24) & 255L); + out[60 + outpos] = ((in[7 + inpos] >>> 32) & 255L); + out[61 + outpos] = ((in[7 + inpos] >>> 40) & 255L); + out[62 + outpos] = ((in[7 + inpos] >>> 48) & 255L); + out[63 + outpos] = (in[7 + inpos] >>> 56); + } + + protected static void fastunpack9(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 511L); + out[1 + outpos] = ((in[inpos] >>> 9) & 511L); + out[2 + outpos] = ((in[inpos] >>> 18) & 511L); + out[3 + outpos] = ((in[inpos] >>> 27) & 511L); + out[4 + outpos] = ((in[inpos] >>> 36) & 511L); + out[5 + outpos] = ((in[inpos] >>> 45) & 511L); + out[6 + outpos] = ((in[inpos] >>> 54) & 511L); + out[7 + outpos] = (in[inpos] >>> 63) + | ((in[1 + inpos] & 255L) << (9 - 8)); + out[8 + outpos] = ((in[1 + inpos] >>> 8) & 511L); + out[9 + outpos] = ((in[1 + inpos] >>> 17) & 511L); + out[10 + outpos] = ((in[1 + inpos] >>> 26) & 511L); + out[11 + outpos] = ((in[1 + inpos] >>> 35) & 511L); + out[12 + outpos] = ((in[1 + inpos] >>> 44) & 511L); + out[13 + outpos] = ((in[1 + inpos] >>> 53) & 511L); + out[14 + outpos] = (in[1 + inpos] >>> 62) + | ((in[2 + inpos] & 127L) << (9 - 7)); + out[15 + outpos] = ((in[2 + inpos] >>> 7) & 511L); + out[16 + outpos] = ((in[2 + inpos] >>> 16) & 511L); + out[17 + outpos] = ((in[2 + inpos] >>> 25) & 511L); + out[18 + outpos] = ((in[2 + inpos] >>> 34) & 511L); + out[19 + outpos] = ((in[2 + inpos] >>> 43) & 511L); + out[20 + outpos] = ((in[2 + inpos] >>> 52) & 511L); + out[21 + outpos] = (in[2 + inpos] >>> 61) + | ((in[3 + inpos] & 63L) << (9 - 6)); + out[22 + outpos] = ((in[3 + inpos] >>> 6) & 511L); + out[23 + outpos] = ((in[3 + inpos] >>> 15) & 511L); + out[24 + outpos] = ((in[3 + inpos] >>> 24) & 511L); + out[25 + outpos] = ((in[3 + inpos] >>> 33) & 511L); + out[26 + outpos] = ((in[3 + inpos] >>> 42) & 511L); + out[27 + outpos] = ((in[3 + inpos] >>> 51) & 511L); + out[28 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 31L) << (9 - 5)); + out[29 + outpos] = ((in[4 + inpos] >>> 5) & 511L); + out[30 + outpos] = ((in[4 + inpos] >>> 14) & 511L); + out[31 + outpos] = ((in[4 + inpos] >>> 23) & 511L); + out[32 + outpos] = ((in[4 + inpos] >>> 32) & 511L); + out[33 + outpos] = ((in[4 + inpos] >>> 41) & 511L); + out[34 + outpos] = ((in[4 + inpos] >>> 50) & 511L); + out[35 + outpos] = (in[4 + inpos] >>> 59) + | ((in[5 + inpos] & 15L) << (9 - 4)); + out[36 + outpos] = ((in[5 + inpos] >>> 4) & 511L); + out[37 + outpos] = ((in[5 + inpos] >>> 13) & 511L); + out[38 + outpos] = ((in[5 + inpos] >>> 22) & 511L); + out[39 + outpos] = ((in[5 + inpos] >>> 31) & 511L); + out[40 + outpos] = ((in[5 + inpos] >>> 40) & 511L); + out[41 + outpos] = ((in[5 + inpos] >>> 49) & 511L); + out[42 + outpos] = (in[5 + inpos] >>> 58) + | ((in[6 + inpos] & 7L) << (9 - 3)); + out[43 + outpos] = ((in[6 + inpos] >>> 3) & 511L); + out[44 + outpos] = ((in[6 + inpos] >>> 12) & 511L); + out[45 + outpos] = ((in[6 + inpos] >>> 21) & 511L); + out[46 + outpos] = ((in[6 + inpos] >>> 30) & 511L); + out[47 + outpos] = ((in[6 + inpos] >>> 39) & 511L); + out[48 + outpos] = ((in[6 + inpos] >>> 48) & 511L); + out[49 + outpos] = (in[6 + inpos] >>> 57) + | ((in[7 + inpos] & 3L) << (9 - 2)); + out[50 + outpos] = ((in[7 + inpos] >>> 2) & 511L); + out[51 + outpos] = ((in[7 + inpos] >>> 11) & 511L); + out[52 + outpos] = ((in[7 + inpos] >>> 20) & 511L); + out[53 + outpos] = ((in[7 + inpos] >>> 29) & 511L); + out[54 + outpos] = ((in[7 + inpos] >>> 38) & 511L); + out[55 + outpos] = ((in[7 + inpos] >>> 47) & 511L); + out[56 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 1L) << (9 - 1)); + out[57 + outpos] = ((in[8 + inpos] >>> 1) & 511L); + out[58 + outpos] = ((in[8 + inpos] >>> 10) & 511L); + out[59 + outpos] = ((in[8 + inpos] >>> 19) & 511L); + out[60 + outpos] = ((in[8 + inpos] >>> 28) & 511L); + out[61 + outpos] = ((in[8 + inpos] >>> 37) & 511L); + out[62 + outpos] = ((in[8 + inpos] >>> 46) & 511L); + out[63 + outpos] = (in[8 + inpos] >>> 55); + } + + protected static void fastunpack10(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 1023L); + out[1 + outpos] = ((in[inpos] >>> 10) & 1023L); + out[2 + outpos] = ((in[inpos] >>> 20) & 1023L); + out[3 + outpos] = ((in[inpos] >>> 30) & 1023L); + out[4 + outpos] = ((in[inpos] >>> 40) & 1023L); + out[5 + outpos] = ((in[inpos] >>> 50) & 1023L); + out[6 + outpos] = (in[inpos] >>> 60) + | ((in[1 + inpos] & 63L) << (10 - 6)); + out[7 + outpos] = ((in[1 + inpos] >>> 6) & 1023L); + out[8 + outpos] = ((in[1 + inpos] >>> 16) & 1023L); + out[9 + outpos] = ((in[1 + inpos] >>> 26) & 1023L); + out[10 + outpos] = ((in[1 + inpos] >>> 36) & 1023L); + out[11 + outpos] = ((in[1 + inpos] >>> 46) & 1023L); + out[12 + outpos] = (in[1 + inpos] >>> 56) + | ((in[2 + inpos] & 3L) << (10 - 2)); + out[13 + outpos] = ((in[2 + inpos] >>> 2) & 1023L); + out[14 + outpos] = ((in[2 + inpos] >>> 12) & 1023L); + out[15 + outpos] = ((in[2 + inpos] >>> 22) & 1023L); + out[16 + outpos] = ((in[2 + inpos] >>> 32) & 1023L); + out[17 + outpos] = ((in[2 + inpos] >>> 42) & 1023L); + out[18 + outpos] = ((in[2 + inpos] >>> 52) & 1023L); + out[19 + outpos] = (in[2 + inpos] >>> 62) + | ((in[3 + inpos] & 255L) << (10 - 8)); + out[20 + outpos] = ((in[3 + inpos] >>> 8) & 1023L); + out[21 + outpos] = ((in[3 + inpos] >>> 18) & 1023L); + out[22 + outpos] = ((in[3 + inpos] >>> 28) & 1023L); + out[23 + outpos] = ((in[3 + inpos] >>> 38) & 1023L); + out[24 + outpos] = ((in[3 + inpos] >>> 48) & 1023L); + out[25 + outpos] = (in[3 + inpos] >>> 58) + | ((in[4 + inpos] & 15L) << (10 - 4)); + out[26 + outpos] = ((in[4 + inpos] >>> 4) & 1023L); + out[27 + outpos] = ((in[4 + inpos] >>> 14) & 1023L); + out[28 + outpos] = ((in[4 + inpos] >>> 24) & 1023L); + out[29 + outpos] = ((in[4 + inpos] >>> 34) & 1023L); + out[30 + outpos] = ((in[4 + inpos] >>> 44) & 1023L); + out[31 + outpos] = (in[4 + inpos] >>> 54); + out[32 + outpos] = (in[5 + inpos] & 1023L); + out[33 + outpos] = ((in[5 + inpos] >>> 10) & 1023L); + out[34 + outpos] = ((in[5 + inpos] >>> 20) & 1023L); + out[35 + outpos] = ((in[5 + inpos] >>> 30) & 1023L); + out[36 + outpos] = ((in[5 + inpos] >>> 40) & 1023L); + out[37 + outpos] = ((in[5 + inpos] >>> 50) & 1023L); + out[38 + outpos] = (in[5 + inpos] >>> 60) + | ((in[6 + inpos] & 63L) << (10 - 6)); + out[39 + outpos] = ((in[6 + inpos] >>> 6) & 1023L); + out[40 + outpos] = ((in[6 + inpos] >>> 16) & 1023L); + out[41 + outpos] = ((in[6 + inpos] >>> 26) & 1023L); + out[42 + outpos] = ((in[6 + inpos] >>> 36) & 1023L); + out[43 + outpos] = ((in[6 + inpos] >>> 46) & 1023L); + out[44 + outpos] = (in[6 + inpos] >>> 56) + | ((in[7 + inpos] & 3L) << (10 - 2)); + out[45 + outpos] = ((in[7 + inpos] >>> 2) & 1023L); + out[46 + outpos] = ((in[7 + inpos] >>> 12) & 1023L); + out[47 + outpos] = ((in[7 + inpos] >>> 22) & 1023L); + out[48 + outpos] = ((in[7 + inpos] >>> 32) & 1023L); + out[49 + outpos] = ((in[7 + inpos] >>> 42) & 1023L); + out[50 + outpos] = ((in[7 + inpos] >>> 52) & 1023L); + out[51 + outpos] = (in[7 + inpos] >>> 62) + | ((in[8 + inpos] & 255L) << (10 - 8)); + out[52 + outpos] = ((in[8 + inpos] >>> 8) & 1023L); + out[53 + outpos] = ((in[8 + inpos] >>> 18) & 1023L); + out[54 + outpos] = ((in[8 + inpos] >>> 28) & 1023L); + out[55 + outpos] = ((in[8 + inpos] >>> 38) & 1023L); + out[56 + outpos] = ((in[8 + inpos] >>> 48) & 1023L); + out[57 + outpos] = (in[8 + inpos] >>> 58) + | ((in[9 + inpos] & 15L) << (10 - 4)); + out[58 + outpos] = ((in[9 + inpos] >>> 4) & 1023L); + out[59 + outpos] = ((in[9 + inpos] >>> 14) & 1023L); + out[60 + outpos] = ((in[9 + inpos] >>> 24) & 1023L); + out[61 + outpos] = ((in[9 + inpos] >>> 34) & 1023L); + out[62 + outpos] = ((in[9 + inpos] >>> 44) & 1023L); + out[63 + outpos] = (in[9 + inpos] >>> 54); + } + + protected static void fastunpack11(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 2047L); + out[1 + outpos] = ((in[inpos] >>> 11) & 2047L); + out[2 + outpos] = ((in[inpos] >>> 22) & 2047L); + out[3 + outpos] = ((in[inpos] >>> 33) & 2047L); + out[4 + outpos] = ((in[inpos] >>> 44) & 2047L); + out[5 + outpos] = (in[inpos] >>> 55) + | ((in[1 + inpos] & 3L) << (11 - 2)); + out[6 + outpos] = ((in[1 + inpos] >>> 2) & 2047L); + out[7 + outpos] = ((in[1 + inpos] >>> 13) & 2047L); + out[8 + outpos] = ((in[1 + inpos] >>> 24) & 2047L); + out[9 + outpos] = ((in[1 + inpos] >>> 35) & 2047L); + out[10 + outpos] = ((in[1 + inpos] >>> 46) & 2047L); + out[11 + outpos] = (in[1 + inpos] >>> 57) + | ((in[2 + inpos] & 15L) << (11 - 4)); + out[12 + outpos] = ((in[2 + inpos] >>> 4) & 2047L); + out[13 + outpos] = ((in[2 + inpos] >>> 15) & 2047L); + out[14 + outpos] = ((in[2 + inpos] >>> 26) & 2047L); + out[15 + outpos] = ((in[2 + inpos] >>> 37) & 2047L); + out[16 + outpos] = ((in[2 + inpos] >>> 48) & 2047L); + out[17 + outpos] = (in[2 + inpos] >>> 59) + | ((in[3 + inpos] & 63L) << (11 - 6)); + out[18 + outpos] = ((in[3 + inpos] >>> 6) & 2047L); + out[19 + outpos] = ((in[3 + inpos] >>> 17) & 2047L); + out[20 + outpos] = ((in[3 + inpos] >>> 28) & 2047L); + out[21 + outpos] = ((in[3 + inpos] >>> 39) & 2047L); + out[22 + outpos] = ((in[3 + inpos] >>> 50) & 2047L); + out[23 + outpos] = (in[3 + inpos] >>> 61) + | ((in[4 + inpos] & 255L) << (11 - 8)); + out[24 + outpos] = ((in[4 + inpos] >>> 8) & 2047L); + out[25 + outpos] = ((in[4 + inpos] >>> 19) & 2047L); + out[26 + outpos] = ((in[4 + inpos] >>> 30) & 2047L); + out[27 + outpos] = ((in[4 + inpos] >>> 41) & 2047L); + out[28 + outpos] = ((in[4 + inpos] >>> 52) & 2047L); + out[29 + outpos] = (in[4 + inpos] >>> 63) + | ((in[5 + inpos] & 1023L) << (11 - 10)); + out[30 + outpos] = ((in[5 + inpos] >>> 10) & 2047L); + out[31 + outpos] = ((in[5 + inpos] >>> 21) & 2047L); + out[32 + outpos] = ((in[5 + inpos] >>> 32) & 2047L); + out[33 + outpos] = ((in[5 + inpos] >>> 43) & 2047L); + out[34 + outpos] = (in[5 + inpos] >>> 54) + | ((in[6 + inpos] & 1L) << (11 - 1)); + out[35 + outpos] = ((in[6 + inpos] >>> 1) & 2047L); + out[36 + outpos] = ((in[6 + inpos] >>> 12) & 2047L); + out[37 + outpos] = ((in[6 + inpos] >>> 23) & 2047L); + out[38 + outpos] = ((in[6 + inpos] >>> 34) & 2047L); + out[39 + outpos] = ((in[6 + inpos] >>> 45) & 2047L); + out[40 + outpos] = (in[6 + inpos] >>> 56) + | ((in[7 + inpos] & 7L) << (11 - 3)); + out[41 + outpos] = ((in[7 + inpos] >>> 3) & 2047L); + out[42 + outpos] = ((in[7 + inpos] >>> 14) & 2047L); + out[43 + outpos] = ((in[7 + inpos] >>> 25) & 2047L); + out[44 + outpos] = ((in[7 + inpos] >>> 36) & 2047L); + out[45 + outpos] = ((in[7 + inpos] >>> 47) & 2047L); + out[46 + outpos] = (in[7 + inpos] >>> 58) + | ((in[8 + inpos] & 31L) << (11 - 5)); + out[47 + outpos] = ((in[8 + inpos] >>> 5) & 2047L); + out[48 + outpos] = ((in[8 + inpos] >>> 16) & 2047L); + out[49 + outpos] = ((in[8 + inpos] >>> 27) & 2047L); + out[50 + outpos] = ((in[8 + inpos] >>> 38) & 2047L); + out[51 + outpos] = ((in[8 + inpos] >>> 49) & 2047L); + out[52 + outpos] = (in[8 + inpos] >>> 60) + | ((in[9 + inpos] & 127L) << (11 - 7)); + out[53 + outpos] = ((in[9 + inpos] >>> 7) & 2047L); + out[54 + outpos] = ((in[9 + inpos] >>> 18) & 2047L); + out[55 + outpos] = ((in[9 + inpos] >>> 29) & 2047L); + out[56 + outpos] = ((in[9 + inpos] >>> 40) & 2047L); + out[57 + outpos] = ((in[9 + inpos] >>> 51) & 2047L); + out[58 + outpos] = (in[9 + inpos] >>> 62) + | ((in[10 + inpos] & 511L) << (11 - 9)); + out[59 + outpos] = ((in[10 + inpos] >>> 9) & 2047L); + out[60 + outpos] = ((in[10 + inpos] >>> 20) & 2047L); + out[61 + outpos] = ((in[10 + inpos] >>> 31) & 2047L); + out[62 + outpos] = ((in[10 + inpos] >>> 42) & 2047L); + out[63 + outpos] = (in[10 + inpos] >>> 53); + } + + protected static void fastunpack12(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 4095L); + out[1 + outpos] = ((in[inpos] >>> 12) & 4095L); + out[2 + outpos] = ((in[inpos] >>> 24) & 4095L); + out[3 + outpos] = ((in[inpos] >>> 36) & 4095L); + out[4 + outpos] = ((in[inpos] >>> 48) & 4095L); + out[5 + outpos] = (in[inpos] >>> 60) + | ((in[1 + inpos] & 255L) << (12 - 8)); + out[6 + outpos] = ((in[1 + inpos] >>> 8) & 4095L); + out[7 + outpos] = ((in[1 + inpos] >>> 20) & 4095L); + out[8 + outpos] = ((in[1 + inpos] >>> 32) & 4095L); + out[9 + outpos] = ((in[1 + inpos] >>> 44) & 4095L); + out[10 + outpos] = (in[1 + inpos] >>> 56) + | ((in[2 + inpos] & 15L) << (12 - 4)); + out[11 + outpos] = ((in[2 + inpos] >>> 4) & 4095L); + out[12 + outpos] = ((in[2 + inpos] >>> 16) & 4095L); + out[13 + outpos] = ((in[2 + inpos] >>> 28) & 4095L); + out[14 + outpos] = ((in[2 + inpos] >>> 40) & 4095L); + out[15 + outpos] = (in[2 + inpos] >>> 52); + out[16 + outpos] = (in[3 + inpos] & 4095L); + out[17 + outpos] = ((in[3 + inpos] >>> 12) & 4095L); + out[18 + outpos] = ((in[3 + inpos] >>> 24) & 4095L); + out[19 + outpos] = ((in[3 + inpos] >>> 36) & 4095L); + out[20 + outpos] = ((in[3 + inpos] >>> 48) & 4095L); + out[21 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 255L) << (12 - 8)); + out[22 + outpos] = ((in[4 + inpos] >>> 8) & 4095L); + out[23 + outpos] = ((in[4 + inpos] >>> 20) & 4095L); + out[24 + outpos] = ((in[4 + inpos] >>> 32) & 4095L); + out[25 + outpos] = ((in[4 + inpos] >>> 44) & 4095L); + out[26 + outpos] = (in[4 + inpos] >>> 56) + | ((in[5 + inpos] & 15L) << (12 - 4)); + out[27 + outpos] = ((in[5 + inpos] >>> 4) & 4095L); + out[28 + outpos] = ((in[5 + inpos] >>> 16) & 4095L); + out[29 + outpos] = ((in[5 + inpos] >>> 28) & 4095L); + out[30 + outpos] = ((in[5 + inpos] >>> 40) & 4095L); + out[31 + outpos] = (in[5 + inpos] >>> 52); + out[32 + outpos] = (in[6 + inpos] & 4095L); + out[33 + outpos] = ((in[6 + inpos] >>> 12) & 4095L); + out[34 + outpos] = ((in[6 + inpos] >>> 24) & 4095L); + out[35 + outpos] = ((in[6 + inpos] >>> 36) & 4095L); + out[36 + outpos] = ((in[6 + inpos] >>> 48) & 4095L); + out[37 + outpos] = (in[6 + inpos] >>> 60) + | ((in[7 + inpos] & 255L) << (12 - 8)); + out[38 + outpos] = ((in[7 + inpos] >>> 8) & 4095L); + out[39 + outpos] = ((in[7 + inpos] >>> 20) & 4095L); + out[40 + outpos] = ((in[7 + inpos] >>> 32) & 4095L); + out[41 + outpos] = ((in[7 + inpos] >>> 44) & 4095L); + out[42 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 15L) << (12 - 4)); + out[43 + outpos] = ((in[8 + inpos] >>> 4) & 4095L); + out[44 + outpos] = ((in[8 + inpos] >>> 16) & 4095L); + out[45 + outpos] = ((in[8 + inpos] >>> 28) & 4095L); + out[46 + outpos] = ((in[8 + inpos] >>> 40) & 4095L); + out[47 + outpos] = (in[8 + inpos] >>> 52); + out[48 + outpos] = (in[9 + inpos] & 4095L); + out[49 + outpos] = ((in[9 + inpos] >>> 12) & 4095L); + out[50 + outpos] = ((in[9 + inpos] >>> 24) & 4095L); + out[51 + outpos] = ((in[9 + inpos] >>> 36) & 4095L); + out[52 + outpos] = ((in[9 + inpos] >>> 48) & 4095L); + out[53 + outpos] = (in[9 + inpos] >>> 60) + | ((in[10 + inpos] & 255L) << (12 - 8)); + out[54 + outpos] = ((in[10 + inpos] >>> 8) & 4095L); + out[55 + outpos] = ((in[10 + inpos] >>> 20) & 4095L); + out[56 + outpos] = ((in[10 + inpos] >>> 32) & 4095L); + out[57 + outpos] = ((in[10 + inpos] >>> 44) & 4095L); + out[58 + outpos] = (in[10 + inpos] >>> 56) + | ((in[11 + inpos] & 15L) << (12 - 4)); + out[59 + outpos] = ((in[11 + inpos] >>> 4) & 4095L); + out[60 + outpos] = ((in[11 + inpos] >>> 16) & 4095L); + out[61 + outpos] = ((in[11 + inpos] >>> 28) & 4095L); + out[62 + outpos] = ((in[11 + inpos] >>> 40) & 4095L); + out[63 + outpos] = (in[11 + inpos] >>> 52); + } + + protected static void fastunpack13(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 8191L); + out[1 + outpos] = ((in[inpos] >>> 13) & 8191L); + out[2 + outpos] = ((in[inpos] >>> 26) & 8191L); + out[3 + outpos] = ((in[inpos] >>> 39) & 8191L); + out[4 + outpos] = (in[inpos] >>> 52) + | ((in[1 + inpos] & 1L) << (13 - 1)); + out[5 + outpos] = ((in[1 + inpos] >>> 1) & 8191L); + out[6 + outpos] = ((in[1 + inpos] >>> 14) & 8191L); + out[7 + outpos] = ((in[1 + inpos] >>> 27) & 8191L); + out[8 + outpos] = ((in[1 + inpos] >>> 40) & 8191L); + out[9 + outpos] = (in[1 + inpos] >>> 53) + | ((in[2 + inpos] & 3L) << (13 - 2)); + out[10 + outpos] = ((in[2 + inpos] >>> 2) & 8191L); + out[11 + outpos] = ((in[2 + inpos] >>> 15) & 8191L); + out[12 + outpos] = ((in[2 + inpos] >>> 28) & 8191L); + out[13 + outpos] = ((in[2 + inpos] >>> 41) & 8191L); + out[14 + outpos] = (in[2 + inpos] >>> 54) + | ((in[3 + inpos] & 7L) << (13 - 3)); + out[15 + outpos] = ((in[3 + inpos] >>> 3) & 8191L); + out[16 + outpos] = ((in[3 + inpos] >>> 16) & 8191L); + out[17 + outpos] = ((in[3 + inpos] >>> 29) & 8191L); + out[18 + outpos] = ((in[3 + inpos] >>> 42) & 8191L); + out[19 + outpos] = (in[3 + inpos] >>> 55) + | ((in[4 + inpos] & 15L) << (13 - 4)); + out[20 + outpos] = ((in[4 + inpos] >>> 4) & 8191L); + out[21 + outpos] = ((in[4 + inpos] >>> 17) & 8191L); + out[22 + outpos] = ((in[4 + inpos] >>> 30) & 8191L); + out[23 + outpos] = ((in[4 + inpos] >>> 43) & 8191L); + out[24 + outpos] = (in[4 + inpos] >>> 56) + | ((in[5 + inpos] & 31L) << (13 - 5)); + out[25 + outpos] = ((in[5 + inpos] >>> 5) & 8191L); + out[26 + outpos] = ((in[5 + inpos] >>> 18) & 8191L); + out[27 + outpos] = ((in[5 + inpos] >>> 31) & 8191L); + out[28 + outpos] = ((in[5 + inpos] >>> 44) & 8191L); + out[29 + outpos] = (in[5 + inpos] >>> 57) + | ((in[6 + inpos] & 63L) << (13 - 6)); + out[30 + outpos] = ((in[6 + inpos] >>> 6) & 8191L); + out[31 + outpos] = ((in[6 + inpos] >>> 19) & 8191L); + out[32 + outpos] = ((in[6 + inpos] >>> 32) & 8191L); + out[33 + outpos] = ((in[6 + inpos] >>> 45) & 8191L); + out[34 + outpos] = (in[6 + inpos] >>> 58) + | ((in[7 + inpos] & 127L) << (13 - 7)); + out[35 + outpos] = ((in[7 + inpos] >>> 7) & 8191L); + out[36 + outpos] = ((in[7 + inpos] >>> 20) & 8191L); + out[37 + outpos] = ((in[7 + inpos] >>> 33) & 8191L); + out[38 + outpos] = ((in[7 + inpos] >>> 46) & 8191L); + out[39 + outpos] = (in[7 + inpos] >>> 59) + | ((in[8 + inpos] & 255L) << (13 - 8)); + out[40 + outpos] = ((in[8 + inpos] >>> 8) & 8191L); + out[41 + outpos] = ((in[8 + inpos] >>> 21) & 8191L); + out[42 + outpos] = ((in[8 + inpos] >>> 34) & 8191L); + out[43 + outpos] = ((in[8 + inpos] >>> 47) & 8191L); + out[44 + outpos] = (in[8 + inpos] >>> 60) + | ((in[9 + inpos] & 511L) << (13 - 9)); + out[45 + outpos] = ((in[9 + inpos] >>> 9) & 8191L); + out[46 + outpos] = ((in[9 + inpos] >>> 22) & 8191L); + out[47 + outpos] = ((in[9 + inpos] >>> 35) & 8191L); + out[48 + outpos] = ((in[9 + inpos] >>> 48) & 8191L); + out[49 + outpos] = (in[9 + inpos] >>> 61) + | ((in[10 + inpos] & 1023L) << (13 - 10)); + out[50 + outpos] = ((in[10 + inpos] >>> 10) & 8191L); + out[51 + outpos] = ((in[10 + inpos] >>> 23) & 8191L); + out[52 + outpos] = ((in[10 + inpos] >>> 36) & 8191L); + out[53 + outpos] = ((in[10 + inpos] >>> 49) & 8191L); + out[54 + outpos] = (in[10 + inpos] >>> 62) + | ((in[11 + inpos] & 2047L) << (13 - 11)); + out[55 + outpos] = ((in[11 + inpos] >>> 11) & 8191L); + out[56 + outpos] = ((in[11 + inpos] >>> 24) & 8191L); + out[57 + outpos] = ((in[11 + inpos] >>> 37) & 8191L); + out[58 + outpos] = ((in[11 + inpos] >>> 50) & 8191L); + out[59 + outpos] = (in[11 + inpos] >>> 63) + | ((in[12 + inpos] & 4095L) << (13 - 12)); + out[60 + outpos] = ((in[12 + inpos] >>> 12) & 8191L); + out[61 + outpos] = ((in[12 + inpos] >>> 25) & 8191L); + out[62 + outpos] = ((in[12 + inpos] >>> 38) & 8191L); + out[63 + outpos] = (in[12 + inpos] >>> 51); + } + + protected static void fastunpack14(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 16383L); + out[1 + outpos] = ((in[inpos] >>> 14) & 16383L); + out[2 + outpos] = ((in[inpos] >>> 28) & 16383L); + out[3 + outpos] = ((in[inpos] >>> 42) & 16383L); + out[4 + outpos] = (in[inpos] >>> 56) + | ((in[1 + inpos] & 63L) << (14 - 6)); + out[5 + outpos] = ((in[1 + inpos] >>> 6) & 16383L); + out[6 + outpos] = ((in[1 + inpos] >>> 20) & 16383L); + out[7 + outpos] = ((in[1 + inpos] >>> 34) & 16383L); + out[8 + outpos] = ((in[1 + inpos] >>> 48) & 16383L); + out[9 + outpos] = (in[1 + inpos] >>> 62) + | ((in[2 + inpos] & 4095L) << (14 - 12)); + out[10 + outpos] = ((in[2 + inpos] >>> 12) & 16383L); + out[11 + outpos] = ((in[2 + inpos] >>> 26) & 16383L); + out[12 + outpos] = ((in[2 + inpos] >>> 40) & 16383L); + out[13 + outpos] = (in[2 + inpos] >>> 54) + | ((in[3 + inpos] & 15L) << (14 - 4)); + out[14 + outpos] = ((in[3 + inpos] >>> 4) & 16383L); + out[15 + outpos] = ((in[3 + inpos] >>> 18) & 16383L); + out[16 + outpos] = ((in[3 + inpos] >>> 32) & 16383L); + out[17 + outpos] = ((in[3 + inpos] >>> 46) & 16383L); + out[18 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 1023L) << (14 - 10)); + out[19 + outpos] = ((in[4 + inpos] >>> 10) & 16383L); + out[20 + outpos] = ((in[4 + inpos] >>> 24) & 16383L); + out[21 + outpos] = ((in[4 + inpos] >>> 38) & 16383L); + out[22 + outpos] = (in[4 + inpos] >>> 52) + | ((in[5 + inpos] & 3L) << (14 - 2)); + out[23 + outpos] = ((in[5 + inpos] >>> 2) & 16383L); + out[24 + outpos] = ((in[5 + inpos] >>> 16) & 16383L); + out[25 + outpos] = ((in[5 + inpos] >>> 30) & 16383L); + out[26 + outpos] = ((in[5 + inpos] >>> 44) & 16383L); + out[27 + outpos] = (in[5 + inpos] >>> 58) + | ((in[6 + inpos] & 255L) << (14 - 8)); + out[28 + outpos] = ((in[6 + inpos] >>> 8) & 16383L); + out[29 + outpos] = ((in[6 + inpos] >>> 22) & 16383L); + out[30 + outpos] = ((in[6 + inpos] >>> 36) & 16383L); + out[31 + outpos] = (in[6 + inpos] >>> 50); + out[32 + outpos] = (in[7 + inpos] & 16383L); + out[33 + outpos] = ((in[7 + inpos] >>> 14) & 16383L); + out[34 + outpos] = ((in[7 + inpos] >>> 28) & 16383L); + out[35 + outpos] = ((in[7 + inpos] >>> 42) & 16383L); + out[36 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 63L) << (14 - 6)); + out[37 + outpos] = ((in[8 + inpos] >>> 6) & 16383L); + out[38 + outpos] = ((in[8 + inpos] >>> 20) & 16383L); + out[39 + outpos] = ((in[8 + inpos] >>> 34) & 16383L); + out[40 + outpos] = ((in[8 + inpos] >>> 48) & 16383L); + out[41 + outpos] = (in[8 + inpos] >>> 62) + | ((in[9 + inpos] & 4095L) << (14 - 12)); + out[42 + outpos] = ((in[9 + inpos] >>> 12) & 16383L); + out[43 + outpos] = ((in[9 + inpos] >>> 26) & 16383L); + out[44 + outpos] = ((in[9 + inpos] >>> 40) & 16383L); + out[45 + outpos] = (in[9 + inpos] >>> 54) + | ((in[10 + inpos] & 15L) << (14 - 4)); + out[46 + outpos] = ((in[10 + inpos] >>> 4) & 16383L); + out[47 + outpos] = ((in[10 + inpos] >>> 18) & 16383L); + out[48 + outpos] = ((in[10 + inpos] >>> 32) & 16383L); + out[49 + outpos] = ((in[10 + inpos] >>> 46) & 16383L); + out[50 + outpos] = (in[10 + inpos] >>> 60) + | ((in[11 + inpos] & 1023L) << (14 - 10)); + out[51 + outpos] = ((in[11 + inpos] >>> 10) & 16383L); + out[52 + outpos] = ((in[11 + inpos] >>> 24) & 16383L); + out[53 + outpos] = ((in[11 + inpos] >>> 38) & 16383L); + out[54 + outpos] = (in[11 + inpos] >>> 52) + | ((in[12 + inpos] & 3L) << (14 - 2)); + out[55 + outpos] = ((in[12 + inpos] >>> 2) & 16383L); + out[56 + outpos] = ((in[12 + inpos] >>> 16) & 16383L); + out[57 + outpos] = ((in[12 + inpos] >>> 30) & 16383L); + out[58 + outpos] = ((in[12 + inpos] >>> 44) & 16383L); + out[59 + outpos] = (in[12 + inpos] >>> 58) + | ((in[13 + inpos] & 255L) << (14 - 8)); + out[60 + outpos] = ((in[13 + inpos] >>> 8) & 16383L); + out[61 + outpos] = ((in[13 + inpos] >>> 22) & 16383L); + out[62 + outpos] = ((in[13 + inpos] >>> 36) & 16383L); + out[63 + outpos] = (in[13 + inpos] >>> 50); + } + + protected static void fastunpack15(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 32767L); + out[1 + outpos] = ((in[inpos] >>> 15) & 32767L); + out[2 + outpos] = ((in[inpos] >>> 30) & 32767L); + out[3 + outpos] = ((in[inpos] >>> 45) & 32767L); + out[4 + outpos] = (in[inpos] >>> 60) + | ((in[1 + inpos] & 2047L) << (15 - 11)); + out[5 + outpos] = ((in[1 + inpos] >>> 11) & 32767L); + out[6 + outpos] = ((in[1 + inpos] >>> 26) & 32767L); + out[7 + outpos] = ((in[1 + inpos] >>> 41) & 32767L); + out[8 + outpos] = (in[1 + inpos] >>> 56) + | ((in[2 + inpos] & 127L) << (15 - 7)); + out[9 + outpos] = ((in[2 + inpos] >>> 7) & 32767L); + out[10 + outpos] = ((in[2 + inpos] >>> 22) & 32767L); + out[11 + outpos] = ((in[2 + inpos] >>> 37) & 32767L); + out[12 + outpos] = (in[2 + inpos] >>> 52) + | ((in[3 + inpos] & 7L) << (15 - 3)); + out[13 + outpos] = ((in[3 + inpos] >>> 3) & 32767L); + out[14 + outpos] = ((in[3 + inpos] >>> 18) & 32767L); + out[15 + outpos] = ((in[3 + inpos] >>> 33) & 32767L); + out[16 + outpos] = ((in[3 + inpos] >>> 48) & 32767L); + out[17 + outpos] = (in[3 + inpos] >>> 63) + | ((in[4 + inpos] & 16383L) << (15 - 14)); + out[18 + outpos] = ((in[4 + inpos] >>> 14) & 32767L); + out[19 + outpos] = ((in[4 + inpos] >>> 29) & 32767L); + out[20 + outpos] = ((in[4 + inpos] >>> 44) & 32767L); + out[21 + outpos] = (in[4 + inpos] >>> 59) + | ((in[5 + inpos] & 1023L) << (15 - 10)); + out[22 + outpos] = ((in[5 + inpos] >>> 10) & 32767L); + out[23 + outpos] = ((in[5 + inpos] >>> 25) & 32767L); + out[24 + outpos] = ((in[5 + inpos] >>> 40) & 32767L); + out[25 + outpos] = (in[5 + inpos] >>> 55) + | ((in[6 + inpos] & 63L) << (15 - 6)); + out[26 + outpos] = ((in[6 + inpos] >>> 6) & 32767L); + out[27 + outpos] = ((in[6 + inpos] >>> 21) & 32767L); + out[28 + outpos] = ((in[6 + inpos] >>> 36) & 32767L); + out[29 + outpos] = (in[6 + inpos] >>> 51) + | ((in[7 + inpos] & 3L) << (15 - 2)); + out[30 + outpos] = ((in[7 + inpos] >>> 2) & 32767L); + out[31 + outpos] = ((in[7 + inpos] >>> 17) & 32767L); + out[32 + outpos] = ((in[7 + inpos] >>> 32) & 32767L); + out[33 + outpos] = ((in[7 + inpos] >>> 47) & 32767L); + out[34 + outpos] = (in[7 + inpos] >>> 62) + | ((in[8 + inpos] & 8191L) << (15 - 13)); + out[35 + outpos] = ((in[8 + inpos] >>> 13) & 32767L); + out[36 + outpos] = ((in[8 + inpos] >>> 28) & 32767L); + out[37 + outpos] = ((in[8 + inpos] >>> 43) & 32767L); + out[38 + outpos] = (in[8 + inpos] >>> 58) + | ((in[9 + inpos] & 511L) << (15 - 9)); + out[39 + outpos] = ((in[9 + inpos] >>> 9) & 32767L); + out[40 + outpos] = ((in[9 + inpos] >>> 24) & 32767L); + out[41 + outpos] = ((in[9 + inpos] >>> 39) & 32767L); + out[42 + outpos] = (in[9 + inpos] >>> 54) + | ((in[10 + inpos] & 31L) << (15 - 5)); + out[43 + outpos] = ((in[10 + inpos] >>> 5) & 32767L); + out[44 + outpos] = ((in[10 + inpos] >>> 20) & 32767L); + out[45 + outpos] = ((in[10 + inpos] >>> 35) & 32767L); + out[46 + outpos] = (in[10 + inpos] >>> 50) + | ((in[11 + inpos] & 1L) << (15 - 1)); + out[47 + outpos] = ((in[11 + inpos] >>> 1) & 32767L); + out[48 + outpos] = ((in[11 + inpos] >>> 16) & 32767L); + out[49 + outpos] = ((in[11 + inpos] >>> 31) & 32767L); + out[50 + outpos] = ((in[11 + inpos] >>> 46) & 32767L); + out[51 + outpos] = (in[11 + inpos] >>> 61) + | ((in[12 + inpos] & 4095L) << (15 - 12)); + out[52 + outpos] = ((in[12 + inpos] >>> 12) & 32767L); + out[53 + outpos] = ((in[12 + inpos] >>> 27) & 32767L); + out[54 + outpos] = ((in[12 + inpos] >>> 42) & 32767L); + out[55 + outpos] = (in[12 + inpos] >>> 57) + | ((in[13 + inpos] & 255L) << (15 - 8)); + out[56 + outpos] = ((in[13 + inpos] >>> 8) & 32767L); + out[57 + outpos] = ((in[13 + inpos] >>> 23) & 32767L); + out[58 + outpos] = ((in[13 + inpos] >>> 38) & 32767L); + out[59 + outpos] = (in[13 + inpos] >>> 53) + | ((in[14 + inpos] & 15L) << (15 - 4)); + out[60 + outpos] = ((in[14 + inpos] >>> 4) & 32767L); + out[61 + outpos] = ((in[14 + inpos] >>> 19) & 32767L); + out[62 + outpos] = ((in[14 + inpos] >>> 34) & 32767L); + out[63 + outpos] = (in[14 + inpos] >>> 49); + } + + protected static void fastunpack16(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 65535L); + out[1 + outpos] = ((in[inpos] >>> 16) & 65535L); + out[2 + outpos] = ((in[inpos] >>> 32) & 65535L); + out[3 + outpos] = (in[inpos] >>> 48); + out[4 + outpos] = (in[1 + inpos] & 65535L); + out[5 + outpos] = ((in[1 + inpos] >>> 16) & 65535L); + out[6 + outpos] = ((in[1 + inpos] >>> 32) & 65535L); + out[7 + outpos] = (in[1 + inpos] >>> 48); + out[8 + outpos] = (in[2 + inpos] & 65535L); + out[9 + outpos] = ((in[2 + inpos] >>> 16) & 65535L); + out[10 + outpos] = ((in[2 + inpos] >>> 32) & 65535L); + out[11 + outpos] = (in[2 + inpos] >>> 48); + out[12 + outpos] = (in[3 + inpos] & 65535L); + out[13 + outpos] = ((in[3 + inpos] >>> 16) & 65535L); + out[14 + outpos] = ((in[3 + inpos] >>> 32) & 65535L); + out[15 + outpos] = (in[3 + inpos] >>> 48); + out[16 + outpos] = (in[4 + inpos] & 65535L); + out[17 + outpos] = ((in[4 + inpos] >>> 16) & 65535L); + out[18 + outpos] = ((in[4 + inpos] >>> 32) & 65535L); + out[19 + outpos] = (in[4 + inpos] >>> 48); + out[20 + outpos] = (in[5 + inpos] & 65535L); + out[21 + outpos] = ((in[5 + inpos] >>> 16) & 65535L); + out[22 + outpos] = ((in[5 + inpos] >>> 32) & 65535L); + out[23 + outpos] = (in[5 + inpos] >>> 48); + out[24 + outpos] = (in[6 + inpos] & 65535L); + out[25 + outpos] = ((in[6 + inpos] >>> 16) & 65535L); + out[26 + outpos] = ((in[6 + inpos] >>> 32) & 65535L); + out[27 + outpos] = (in[6 + inpos] >>> 48); + out[28 + outpos] = (in[7 + inpos] & 65535L); + out[29 + outpos] = ((in[7 + inpos] >>> 16) & 65535L); + out[30 + outpos] = ((in[7 + inpos] >>> 32) & 65535L); + out[31 + outpos] = (in[7 + inpos] >>> 48); + out[32 + outpos] = (in[8 + inpos] & 65535L); + out[33 + outpos] = ((in[8 + inpos] >>> 16) & 65535L); + out[34 + outpos] = ((in[8 + inpos] >>> 32) & 65535L); + out[35 + outpos] = (in[8 + inpos] >>> 48); + out[36 + outpos] = (in[9 + inpos] & 65535L); + out[37 + outpos] = ((in[9 + inpos] >>> 16) & 65535L); + out[38 + outpos] = ((in[9 + inpos] >>> 32) & 65535L); + out[39 + outpos] = (in[9 + inpos] >>> 48); + out[40 + outpos] = (in[10 + inpos] & 65535L); + out[41 + outpos] = ((in[10 + inpos] >>> 16) & 65535L); + out[42 + outpos] = ((in[10 + inpos] >>> 32) & 65535L); + out[43 + outpos] = (in[10 + inpos] >>> 48); + out[44 + outpos] = (in[11 + inpos] & 65535L); + out[45 + outpos] = ((in[11 + inpos] >>> 16) & 65535L); + out[46 + outpos] = ((in[11 + inpos] >>> 32) & 65535L); + out[47 + outpos] = (in[11 + inpos] >>> 48); + out[48 + outpos] = (in[12 + inpos] & 65535L); + out[49 + outpos] = ((in[12 + inpos] >>> 16) & 65535L); + out[50 + outpos] = ((in[12 + inpos] >>> 32) & 65535L); + out[51 + outpos] = (in[12 + inpos] >>> 48); + out[52 + outpos] = (in[13 + inpos] & 65535L); + out[53 + outpos] = ((in[13 + inpos] >>> 16) & 65535L); + out[54 + outpos] = ((in[13 + inpos] >>> 32) & 65535L); + out[55 + outpos] = (in[13 + inpos] >>> 48); + out[56 + outpos] = (in[14 + inpos] & 65535L); + out[57 + outpos] = ((in[14 + inpos] >>> 16) & 65535L); + out[58 + outpos] = ((in[14 + inpos] >>> 32) & 65535L); + out[59 + outpos] = (in[14 + inpos] >>> 48); + out[60 + outpos] = (in[15 + inpos] & 65535L); + out[61 + outpos] = ((in[15 + inpos] >>> 16) & 65535L); + out[62 + outpos] = ((in[15 + inpos] >>> 32) & 65535L); + out[63 + outpos] = (in[15 + inpos] >>> 48); + } + + protected static void fastunpack17(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 131071L); + out[1 + outpos] = ((in[inpos] >>> 17) & 131071L); + out[2 + outpos] = ((in[inpos] >>> 34) & 131071L); + out[3 + outpos] = (in[inpos] >>> 51) + | ((in[1 + inpos] & 15L) << (17 - 4)); + out[4 + outpos] = ((in[1 + inpos] >>> 4) & 131071L); + out[5 + outpos] = ((in[1 + inpos] >>> 21) & 131071L); + out[6 + outpos] = ((in[1 + inpos] >>> 38) & 131071L); + out[7 + outpos] = (in[1 + inpos] >>> 55) + | ((in[2 + inpos] & 255L) << (17 - 8)); + out[8 + outpos] = ((in[2 + inpos] >>> 8) & 131071L); + out[9 + outpos] = ((in[2 + inpos] >>> 25) & 131071L); + out[10 + outpos] = ((in[2 + inpos] >>> 42) & 131071L); + out[11 + outpos] = (in[2 + inpos] >>> 59) + | ((in[3 + inpos] & 4095L) << (17 - 12)); + out[12 + outpos] = ((in[3 + inpos] >>> 12) & 131071L); + out[13 + outpos] = ((in[3 + inpos] >>> 29) & 131071L); + out[14 + outpos] = ((in[3 + inpos] >>> 46) & 131071L); + out[15 + outpos] = (in[3 + inpos] >>> 63) + | ((in[4 + inpos] & 65535L) << (17 - 16)); + out[16 + outpos] = ((in[4 + inpos] >>> 16) & 131071L); + out[17 + outpos] = ((in[4 + inpos] >>> 33) & 131071L); + out[18 + outpos] = (in[4 + inpos] >>> 50) + | ((in[5 + inpos] & 7L) << (17 - 3)); + out[19 + outpos] = ((in[5 + inpos] >>> 3) & 131071L); + out[20 + outpos] = ((in[5 + inpos] >>> 20) & 131071L); + out[21 + outpos] = ((in[5 + inpos] >>> 37) & 131071L); + out[22 + outpos] = (in[5 + inpos] >>> 54) + | ((in[6 + inpos] & 127L) << (17 - 7)); + out[23 + outpos] = ((in[6 + inpos] >>> 7) & 131071L); + out[24 + outpos] = ((in[6 + inpos] >>> 24) & 131071L); + out[25 + outpos] = ((in[6 + inpos] >>> 41) & 131071L); + out[26 + outpos] = (in[6 + inpos] >>> 58) + | ((in[7 + inpos] & 2047L) << (17 - 11)); + out[27 + outpos] = ((in[7 + inpos] >>> 11) & 131071L); + out[28 + outpos] = ((in[7 + inpos] >>> 28) & 131071L); + out[29 + outpos] = ((in[7 + inpos] >>> 45) & 131071L); + out[30 + outpos] = (in[7 + inpos] >>> 62) + | ((in[8 + inpos] & 32767L) << (17 - 15)); + out[31 + outpos] = ((in[8 + inpos] >>> 15) & 131071L); + out[32 + outpos] = ((in[8 + inpos] >>> 32) & 131071L); + out[33 + outpos] = (in[8 + inpos] >>> 49) + | ((in[9 + inpos] & 3L) << (17 - 2)); + out[34 + outpos] = ((in[9 + inpos] >>> 2) & 131071L); + out[35 + outpos] = ((in[9 + inpos] >>> 19) & 131071L); + out[36 + outpos] = ((in[9 + inpos] >>> 36) & 131071L); + out[37 + outpos] = (in[9 + inpos] >>> 53) + | ((in[10 + inpos] & 63L) << (17 - 6)); + out[38 + outpos] = ((in[10 + inpos] >>> 6) & 131071L); + out[39 + outpos] = ((in[10 + inpos] >>> 23) & 131071L); + out[40 + outpos] = ((in[10 + inpos] >>> 40) & 131071L); + out[41 + outpos] = (in[10 + inpos] >>> 57) + | ((in[11 + inpos] & 1023L) << (17 - 10)); + out[42 + outpos] = ((in[11 + inpos] >>> 10) & 131071L); + out[43 + outpos] = ((in[11 + inpos] >>> 27) & 131071L); + out[44 + outpos] = ((in[11 + inpos] >>> 44) & 131071L); + out[45 + outpos] = (in[11 + inpos] >>> 61) + | ((in[12 + inpos] & 16383L) << (17 - 14)); + out[46 + outpos] = ((in[12 + inpos] >>> 14) & 131071L); + out[47 + outpos] = ((in[12 + inpos] >>> 31) & 131071L); + out[48 + outpos] = (in[12 + inpos] >>> 48) + | ((in[13 + inpos] & 1L) << (17 - 1)); + out[49 + outpos] = ((in[13 + inpos] >>> 1) & 131071L); + out[50 + outpos] = ((in[13 + inpos] >>> 18) & 131071L); + out[51 + outpos] = ((in[13 + inpos] >>> 35) & 131071L); + out[52 + outpos] = (in[13 + inpos] >>> 52) + | ((in[14 + inpos] & 31L) << (17 - 5)); + out[53 + outpos] = ((in[14 + inpos] >>> 5) & 131071L); + out[54 + outpos] = ((in[14 + inpos] >>> 22) & 131071L); + out[55 + outpos] = ((in[14 + inpos] >>> 39) & 131071L); + out[56 + outpos] = (in[14 + inpos] >>> 56) + | ((in[15 + inpos] & 511L) << (17 - 9)); + out[57 + outpos] = ((in[15 + inpos] >>> 9) & 131071L); + out[58 + outpos] = ((in[15 + inpos] >>> 26) & 131071L); + out[59 + outpos] = ((in[15 + inpos] >>> 43) & 131071L); + out[60 + outpos] = (in[15 + inpos] >>> 60) + | ((in[16 + inpos] & 8191L) << (17 - 13)); + out[61 + outpos] = ((in[16 + inpos] >>> 13) & 131071L); + out[62 + outpos] = ((in[16 + inpos] >>> 30) & 131071L); + out[63 + outpos] = (in[16 + inpos] >>> 47); + } + + protected static void fastunpack18(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 262143L); + out[1 + outpos] = ((in[inpos] >>> 18) & 262143L); + out[2 + outpos] = ((in[inpos] >>> 36) & 262143L); + out[3 + outpos] = (in[inpos] >>> 54) + | ((in[1 + inpos] & 255L) << (18 - 8)); + out[4 + outpos] = ((in[1 + inpos] >>> 8) & 262143L); + out[5 + outpos] = ((in[1 + inpos] >>> 26) & 262143L); + out[6 + outpos] = ((in[1 + inpos] >>> 44) & 262143L); + out[7 + outpos] = (in[1 + inpos] >>> 62) + | ((in[2 + inpos] & 65535L) << (18 - 16)); + out[8 + outpos] = ((in[2 + inpos] >>> 16) & 262143L); + out[9 + outpos] = ((in[2 + inpos] >>> 34) & 262143L); + out[10 + outpos] = (in[2 + inpos] >>> 52) + | ((in[3 + inpos] & 63L) << (18 - 6)); + out[11 + outpos] = ((in[3 + inpos] >>> 6) & 262143L); + out[12 + outpos] = ((in[3 + inpos] >>> 24) & 262143L); + out[13 + outpos] = ((in[3 + inpos] >>> 42) & 262143L); + out[14 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 16383L) << (18 - 14)); + out[15 + outpos] = ((in[4 + inpos] >>> 14) & 262143L); + out[16 + outpos] = ((in[4 + inpos] >>> 32) & 262143L); + out[17 + outpos] = (in[4 + inpos] >>> 50) + | ((in[5 + inpos] & 15L) << (18 - 4)); + out[18 + outpos] = ((in[5 + inpos] >>> 4) & 262143L); + out[19 + outpos] = ((in[5 + inpos] >>> 22) & 262143L); + out[20 + outpos] = ((in[5 + inpos] >>> 40) & 262143L); + out[21 + outpos] = (in[5 + inpos] >>> 58) + | ((in[6 + inpos] & 4095L) << (18 - 12)); + out[22 + outpos] = ((in[6 + inpos] >>> 12) & 262143L); + out[23 + outpos] = ((in[6 + inpos] >>> 30) & 262143L); + out[24 + outpos] = (in[6 + inpos] >>> 48) + | ((in[7 + inpos] & 3L) << (18 - 2)); + out[25 + outpos] = ((in[7 + inpos] >>> 2) & 262143L); + out[26 + outpos] = ((in[7 + inpos] >>> 20) & 262143L); + out[27 + outpos] = ((in[7 + inpos] >>> 38) & 262143L); + out[28 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 1023L) << (18 - 10)); + out[29 + outpos] = ((in[8 + inpos] >>> 10) & 262143L); + out[30 + outpos] = ((in[8 + inpos] >>> 28) & 262143L); + out[31 + outpos] = (in[8 + inpos] >>> 46); + out[32 + outpos] = (in[9 + inpos] & 262143L); + out[33 + outpos] = ((in[9 + inpos] >>> 18) & 262143L); + out[34 + outpos] = ((in[9 + inpos] >>> 36) & 262143L); + out[35 + outpos] = (in[9 + inpos] >>> 54) + | ((in[10 + inpos] & 255L) << (18 - 8)); + out[36 + outpos] = ((in[10 + inpos] >>> 8) & 262143L); + out[37 + outpos] = ((in[10 + inpos] >>> 26) & 262143L); + out[38 + outpos] = ((in[10 + inpos] >>> 44) & 262143L); + out[39 + outpos] = (in[10 + inpos] >>> 62) + | ((in[11 + inpos] & 65535L) << (18 - 16)); + out[40 + outpos] = ((in[11 + inpos] >>> 16) & 262143L); + out[41 + outpos] = ((in[11 + inpos] >>> 34) & 262143L); + out[42 + outpos] = (in[11 + inpos] >>> 52) + | ((in[12 + inpos] & 63L) << (18 - 6)); + out[43 + outpos] = ((in[12 + inpos] >>> 6) & 262143L); + out[44 + outpos] = ((in[12 + inpos] >>> 24) & 262143L); + out[45 + outpos] = ((in[12 + inpos] >>> 42) & 262143L); + out[46 + outpos] = (in[12 + inpos] >>> 60) + | ((in[13 + inpos] & 16383L) << (18 - 14)); + out[47 + outpos] = ((in[13 + inpos] >>> 14) & 262143L); + out[48 + outpos] = ((in[13 + inpos] >>> 32) & 262143L); + out[49 + outpos] = (in[13 + inpos] >>> 50) + | ((in[14 + inpos] & 15L) << (18 - 4)); + out[50 + outpos] = ((in[14 + inpos] >>> 4) & 262143L); + out[51 + outpos] = ((in[14 + inpos] >>> 22) & 262143L); + out[52 + outpos] = ((in[14 + inpos] >>> 40) & 262143L); + out[53 + outpos] = (in[14 + inpos] >>> 58) + | ((in[15 + inpos] & 4095L) << (18 - 12)); + out[54 + outpos] = ((in[15 + inpos] >>> 12) & 262143L); + out[55 + outpos] = ((in[15 + inpos] >>> 30) & 262143L); + out[56 + outpos] = (in[15 + inpos] >>> 48) + | ((in[16 + inpos] & 3L) << (18 - 2)); + out[57 + outpos] = ((in[16 + inpos] >>> 2) & 262143L); + out[58 + outpos] = ((in[16 + inpos] >>> 20) & 262143L); + out[59 + outpos] = ((in[16 + inpos] >>> 38) & 262143L); + out[60 + outpos] = (in[16 + inpos] >>> 56) + | ((in[17 + inpos] & 1023L) << (18 - 10)); + out[61 + outpos] = ((in[17 + inpos] >>> 10) & 262143L); + out[62 + outpos] = ((in[17 + inpos] >>> 28) & 262143L); + out[63 + outpos] = (in[17 + inpos] >>> 46); + } + + protected static void fastunpack19(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 524287L); + out[1 + outpos] = ((in[inpos] >>> 19) & 524287L); + out[2 + outpos] = ((in[inpos] >>> 38) & 524287L); + out[3 + outpos] = (in[inpos] >>> 57) + | ((in[1 + inpos] & 4095L) << (19 - 12)); + out[4 + outpos] = ((in[1 + inpos] >>> 12) & 524287L); + out[5 + outpos] = ((in[1 + inpos] >>> 31) & 524287L); + out[6 + outpos] = (in[1 + inpos] >>> 50) + | ((in[2 + inpos] & 31L) << (19 - 5)); + out[7 + outpos] = ((in[2 + inpos] >>> 5) & 524287L); + out[8 + outpos] = ((in[2 + inpos] >>> 24) & 524287L); + out[9 + outpos] = ((in[2 + inpos] >>> 43) & 524287L); + out[10 + outpos] = (in[2 + inpos] >>> 62) + | ((in[3 + inpos] & 131071L) << (19 - 17)); + out[11 + outpos] = ((in[3 + inpos] >>> 17) & 524287L); + out[12 + outpos] = ((in[3 + inpos] >>> 36) & 524287L); + out[13 + outpos] = (in[3 + inpos] >>> 55) + | ((in[4 + inpos] & 1023L) << (19 - 10)); + out[14 + outpos] = ((in[4 + inpos] >>> 10) & 524287L); + out[15 + outpos] = ((in[4 + inpos] >>> 29) & 524287L); + out[16 + outpos] = (in[4 + inpos] >>> 48) + | ((in[5 + inpos] & 7L) << (19 - 3)); + out[17 + outpos] = ((in[5 + inpos] >>> 3) & 524287L); + out[18 + outpos] = ((in[5 + inpos] >>> 22) & 524287L); + out[19 + outpos] = ((in[5 + inpos] >>> 41) & 524287L); + out[20 + outpos] = (in[5 + inpos] >>> 60) + | ((in[6 + inpos] & 32767L) << (19 - 15)); + out[21 + outpos] = ((in[6 + inpos] >>> 15) & 524287L); + out[22 + outpos] = ((in[6 + inpos] >>> 34) & 524287L); + out[23 + outpos] = (in[6 + inpos] >>> 53) + | ((in[7 + inpos] & 255L) << (19 - 8)); + out[24 + outpos] = ((in[7 + inpos] >>> 8) & 524287L); + out[25 + outpos] = ((in[7 + inpos] >>> 27) & 524287L); + out[26 + outpos] = (in[7 + inpos] >>> 46) + | ((in[8 + inpos] & 1L) << (19 - 1)); + out[27 + outpos] = ((in[8 + inpos] >>> 1) & 524287L); + out[28 + outpos] = ((in[8 + inpos] >>> 20) & 524287L); + out[29 + outpos] = ((in[8 + inpos] >>> 39) & 524287L); + out[30 + outpos] = (in[8 + inpos] >>> 58) + | ((in[9 + inpos] & 8191L) << (19 - 13)); + out[31 + outpos] = ((in[9 + inpos] >>> 13) & 524287L); + out[32 + outpos] = ((in[9 + inpos] >>> 32) & 524287L); + out[33 + outpos] = (in[9 + inpos] >>> 51) + | ((in[10 + inpos] & 63L) << (19 - 6)); + out[34 + outpos] = ((in[10 + inpos] >>> 6) & 524287L); + out[35 + outpos] = ((in[10 + inpos] >>> 25) & 524287L); + out[36 + outpos] = ((in[10 + inpos] >>> 44) & 524287L); + out[37 + outpos] = (in[10 + inpos] >>> 63) + | ((in[11 + inpos] & 262143L) << (19 - 18)); + out[38 + outpos] = ((in[11 + inpos] >>> 18) & 524287L); + out[39 + outpos] = ((in[11 + inpos] >>> 37) & 524287L); + out[40 + outpos] = (in[11 + inpos] >>> 56) + | ((in[12 + inpos] & 2047L) << (19 - 11)); + out[41 + outpos] = ((in[12 + inpos] >>> 11) & 524287L); + out[42 + outpos] = ((in[12 + inpos] >>> 30) & 524287L); + out[43 + outpos] = (in[12 + inpos] >>> 49) + | ((in[13 + inpos] & 15L) << (19 - 4)); + out[44 + outpos] = ((in[13 + inpos] >>> 4) & 524287L); + out[45 + outpos] = ((in[13 + inpos] >>> 23) & 524287L); + out[46 + outpos] = ((in[13 + inpos] >>> 42) & 524287L); + out[47 + outpos] = (in[13 + inpos] >>> 61) + | ((in[14 + inpos] & 65535L) << (19 - 16)); + out[48 + outpos] = ((in[14 + inpos] >>> 16) & 524287L); + out[49 + outpos] = ((in[14 + inpos] >>> 35) & 524287L); + out[50 + outpos] = (in[14 + inpos] >>> 54) + | ((in[15 + inpos] & 511L) << (19 - 9)); + out[51 + outpos] = ((in[15 + inpos] >>> 9) & 524287L); + out[52 + outpos] = ((in[15 + inpos] >>> 28) & 524287L); + out[53 + outpos] = (in[15 + inpos] >>> 47) + | ((in[16 + inpos] & 3L) << (19 - 2)); + out[54 + outpos] = ((in[16 + inpos] >>> 2) & 524287L); + out[55 + outpos] = ((in[16 + inpos] >>> 21) & 524287L); + out[56 + outpos] = ((in[16 + inpos] >>> 40) & 524287L); + out[57 + outpos] = (in[16 + inpos] >>> 59) + | ((in[17 + inpos] & 16383L) << (19 - 14)); + out[58 + outpos] = ((in[17 + inpos] >>> 14) & 524287L); + out[59 + outpos] = ((in[17 + inpos] >>> 33) & 524287L); + out[60 + outpos] = (in[17 + inpos] >>> 52) + | ((in[18 + inpos] & 127L) << (19 - 7)); + out[61 + outpos] = ((in[18 + inpos] >>> 7) & 524287L); + out[62 + outpos] = ((in[18 + inpos] >>> 26) & 524287L); + out[63 + outpos] = (in[18 + inpos] >>> 45); + } + + protected static void fastunpack20(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 1048575L); + out[1 + outpos] = ((in[inpos] >>> 20) & 1048575L); + out[2 + outpos] = ((in[inpos] >>> 40) & 1048575L); + out[3 + outpos] = (in[inpos] >>> 60) + | ((in[1 + inpos] & 65535L) << (20 - 16)); + out[4 + outpos] = ((in[1 + inpos] >>> 16) & 1048575L); + out[5 + outpos] = ((in[1 + inpos] >>> 36) & 1048575L); + out[6 + outpos] = (in[1 + inpos] >>> 56) + | ((in[2 + inpos] & 4095L) << (20 - 12)); + out[7 + outpos] = ((in[2 + inpos] >>> 12) & 1048575L); + out[8 + outpos] = ((in[2 + inpos] >>> 32) & 1048575L); + out[9 + outpos] = (in[2 + inpos] >>> 52) + | ((in[3 + inpos] & 255L) << (20 - 8)); + out[10 + outpos] = ((in[3 + inpos] >>> 8) & 1048575L); + out[11 + outpos] = ((in[3 + inpos] >>> 28) & 1048575L); + out[12 + outpos] = (in[3 + inpos] >>> 48) + | ((in[4 + inpos] & 15L) << (20 - 4)); + out[13 + outpos] = ((in[4 + inpos] >>> 4) & 1048575L); + out[14 + outpos] = ((in[4 + inpos] >>> 24) & 1048575L); + out[15 + outpos] = (in[4 + inpos] >>> 44); + out[16 + outpos] = (in[5 + inpos] & 1048575L); + out[17 + outpos] = ((in[5 + inpos] >>> 20) & 1048575L); + out[18 + outpos] = ((in[5 + inpos] >>> 40) & 1048575L); + out[19 + outpos] = (in[5 + inpos] >>> 60) + | ((in[6 + inpos] & 65535L) << (20 - 16)); + out[20 + outpos] = ((in[6 + inpos] >>> 16) & 1048575L); + out[21 + outpos] = ((in[6 + inpos] >>> 36) & 1048575L); + out[22 + outpos] = (in[6 + inpos] >>> 56) + | ((in[7 + inpos] & 4095L) << (20 - 12)); + out[23 + outpos] = ((in[7 + inpos] >>> 12) & 1048575L); + out[24 + outpos] = ((in[7 + inpos] >>> 32) & 1048575L); + out[25 + outpos] = (in[7 + inpos] >>> 52) + | ((in[8 + inpos] & 255L) << (20 - 8)); + out[26 + outpos] = ((in[8 + inpos] >>> 8) & 1048575L); + out[27 + outpos] = ((in[8 + inpos] >>> 28) & 1048575L); + out[28 + outpos] = (in[8 + inpos] >>> 48) + | ((in[9 + inpos] & 15L) << (20 - 4)); + out[29 + outpos] = ((in[9 + inpos] >>> 4) & 1048575L); + out[30 + outpos] = ((in[9 + inpos] >>> 24) & 1048575L); + out[31 + outpos] = (in[9 + inpos] >>> 44); + out[32 + outpos] = (in[10 + inpos] & 1048575L); + out[33 + outpos] = ((in[10 + inpos] >>> 20) & 1048575L); + out[34 + outpos] = ((in[10 + inpos] >>> 40) & 1048575L); + out[35 + outpos] = (in[10 + inpos] >>> 60) + | ((in[11 + inpos] & 65535L) << (20 - 16)); + out[36 + outpos] = ((in[11 + inpos] >>> 16) & 1048575L); + out[37 + outpos] = ((in[11 + inpos] >>> 36) & 1048575L); + out[38 + outpos] = (in[11 + inpos] >>> 56) + | ((in[12 + inpos] & 4095L) << (20 - 12)); + out[39 + outpos] = ((in[12 + inpos] >>> 12) & 1048575L); + out[40 + outpos] = ((in[12 + inpos] >>> 32) & 1048575L); + out[41 + outpos] = (in[12 + inpos] >>> 52) + | ((in[13 + inpos] & 255L) << (20 - 8)); + out[42 + outpos] = ((in[13 + inpos] >>> 8) & 1048575L); + out[43 + outpos] = ((in[13 + inpos] >>> 28) & 1048575L); + out[44 + outpos] = (in[13 + inpos] >>> 48) + | ((in[14 + inpos] & 15L) << (20 - 4)); + out[45 + outpos] = ((in[14 + inpos] >>> 4) & 1048575L); + out[46 + outpos] = ((in[14 + inpos] >>> 24) & 1048575L); + out[47 + outpos] = (in[14 + inpos] >>> 44); + out[48 + outpos] = (in[15 + inpos] & 1048575L); + out[49 + outpos] = ((in[15 + inpos] >>> 20) & 1048575L); + out[50 + outpos] = ((in[15 + inpos] >>> 40) & 1048575L); + out[51 + outpos] = (in[15 + inpos] >>> 60) + | ((in[16 + inpos] & 65535L) << (20 - 16)); + out[52 + outpos] = ((in[16 + inpos] >>> 16) & 1048575L); + out[53 + outpos] = ((in[16 + inpos] >>> 36) & 1048575L); + out[54 + outpos] = (in[16 + inpos] >>> 56) + | ((in[17 + inpos] & 4095L) << (20 - 12)); + out[55 + outpos] = ((in[17 + inpos] >>> 12) & 1048575L); + out[56 + outpos] = ((in[17 + inpos] >>> 32) & 1048575L); + out[57 + outpos] = (in[17 + inpos] >>> 52) + | ((in[18 + inpos] & 255L) << (20 - 8)); + out[58 + outpos] = ((in[18 + inpos] >>> 8) & 1048575L); + out[59 + outpos] = ((in[18 + inpos] >>> 28) & 1048575L); + out[60 + outpos] = (in[18 + inpos] >>> 48) + | ((in[19 + inpos] & 15L) << (20 - 4)); + out[61 + outpos] = ((in[19 + inpos] >>> 4) & 1048575L); + out[62 + outpos] = ((in[19 + inpos] >>> 24) & 1048575L); + out[63 + outpos] = (in[19 + inpos] >>> 44); + } + + protected static void fastunpack21(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 2097151L); + out[1 + outpos] = ((in[inpos] >>> 21) & 2097151L); + out[2 + outpos] = ((in[inpos] >>> 42) & 2097151L); + out[3 + outpos] = (in[inpos] >>> 63) + | ((in[1 + inpos] & 1048575L) << (21 - 20)); + out[4 + outpos] = ((in[1 + inpos] >>> 20) & 2097151L); + out[5 + outpos] = ((in[1 + inpos] >>> 41) & 2097151L); + out[6 + outpos] = (in[1 + inpos] >>> 62) + | ((in[2 + inpos] & 524287L) << (21 - 19)); + out[7 + outpos] = ((in[2 + inpos] >>> 19) & 2097151L); + out[8 + outpos] = ((in[2 + inpos] >>> 40) & 2097151L); + out[9 + outpos] = (in[2 + inpos] >>> 61) + | ((in[3 + inpos] & 262143L) << (21 - 18)); + out[10 + outpos] = ((in[3 + inpos] >>> 18) & 2097151L); + out[11 + outpos] = ((in[3 + inpos] >>> 39) & 2097151L); + out[12 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 131071L) << (21 - 17)); + out[13 + outpos] = ((in[4 + inpos] >>> 17) & 2097151L); + out[14 + outpos] = ((in[4 + inpos] >>> 38) & 2097151L); + out[15 + outpos] = (in[4 + inpos] >>> 59) + | ((in[5 + inpos] & 65535L) << (21 - 16)); + out[16 + outpos] = ((in[5 + inpos] >>> 16) & 2097151L); + out[17 + outpos] = ((in[5 + inpos] >>> 37) & 2097151L); + out[18 + outpos] = (in[5 + inpos] >>> 58) + | ((in[6 + inpos] & 32767L) << (21 - 15)); + out[19 + outpos] = ((in[6 + inpos] >>> 15) & 2097151L); + out[20 + outpos] = ((in[6 + inpos] >>> 36) & 2097151L); + out[21 + outpos] = (in[6 + inpos] >>> 57) + | ((in[7 + inpos] & 16383L) << (21 - 14)); + out[22 + outpos] = ((in[7 + inpos] >>> 14) & 2097151L); + out[23 + outpos] = ((in[7 + inpos] >>> 35) & 2097151L); + out[24 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 8191L) << (21 - 13)); + out[25 + outpos] = ((in[8 + inpos] >>> 13) & 2097151L); + out[26 + outpos] = ((in[8 + inpos] >>> 34) & 2097151L); + out[27 + outpos] = (in[8 + inpos] >>> 55) + | ((in[9 + inpos] & 4095L) << (21 - 12)); + out[28 + outpos] = ((in[9 + inpos] >>> 12) & 2097151L); + out[29 + outpos] = ((in[9 + inpos] >>> 33) & 2097151L); + out[30 + outpos] = (in[9 + inpos] >>> 54) + | ((in[10 + inpos] & 2047L) << (21 - 11)); + out[31 + outpos] = ((in[10 + inpos] >>> 11) & 2097151L); + out[32 + outpos] = ((in[10 + inpos] >>> 32) & 2097151L); + out[33 + outpos] = (in[10 + inpos] >>> 53) + | ((in[11 + inpos] & 1023L) << (21 - 10)); + out[34 + outpos] = ((in[11 + inpos] >>> 10) & 2097151L); + out[35 + outpos] = ((in[11 + inpos] >>> 31) & 2097151L); + out[36 + outpos] = (in[11 + inpos] >>> 52) + | ((in[12 + inpos] & 511L) << (21 - 9)); + out[37 + outpos] = ((in[12 + inpos] >>> 9) & 2097151L); + out[38 + outpos] = ((in[12 + inpos] >>> 30) & 2097151L); + out[39 + outpos] = (in[12 + inpos] >>> 51) + | ((in[13 + inpos] & 255L) << (21 - 8)); + out[40 + outpos] = ((in[13 + inpos] >>> 8) & 2097151L); + out[41 + outpos] = ((in[13 + inpos] >>> 29) & 2097151L); + out[42 + outpos] = (in[13 + inpos] >>> 50) + | ((in[14 + inpos] & 127L) << (21 - 7)); + out[43 + outpos] = ((in[14 + inpos] >>> 7) & 2097151L); + out[44 + outpos] = ((in[14 + inpos] >>> 28) & 2097151L); + out[45 + outpos] = (in[14 + inpos] >>> 49) + | ((in[15 + inpos] & 63L) << (21 - 6)); + out[46 + outpos] = ((in[15 + inpos] >>> 6) & 2097151L); + out[47 + outpos] = ((in[15 + inpos] >>> 27) & 2097151L); + out[48 + outpos] = (in[15 + inpos] >>> 48) + | ((in[16 + inpos] & 31L) << (21 - 5)); + out[49 + outpos] = ((in[16 + inpos] >>> 5) & 2097151L); + out[50 + outpos] = ((in[16 + inpos] >>> 26) & 2097151L); + out[51 + outpos] = (in[16 + inpos] >>> 47) + | ((in[17 + inpos] & 15L) << (21 - 4)); + out[52 + outpos] = ((in[17 + inpos] >>> 4) & 2097151L); + out[53 + outpos] = ((in[17 + inpos] >>> 25) & 2097151L); + out[54 + outpos] = (in[17 + inpos] >>> 46) + | ((in[18 + inpos] & 7L) << (21 - 3)); + out[55 + outpos] = ((in[18 + inpos] >>> 3) & 2097151L); + out[56 + outpos] = ((in[18 + inpos] >>> 24) & 2097151L); + out[57 + outpos] = (in[18 + inpos] >>> 45) + | ((in[19 + inpos] & 3L) << (21 - 2)); + out[58 + outpos] = ((in[19 + inpos] >>> 2) & 2097151L); + out[59 + outpos] = ((in[19 + inpos] >>> 23) & 2097151L); + out[60 + outpos] = (in[19 + inpos] >>> 44) + | ((in[20 + inpos] & 1L) << (21 - 1)); + out[61 + outpos] = ((in[20 + inpos] >>> 1) & 2097151L); + out[62 + outpos] = ((in[20 + inpos] >>> 22) & 2097151L); + out[63 + outpos] = (in[20 + inpos] >>> 43); + } + + protected static void fastunpack22(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 4194303L); + out[1 + outpos] = ((in[inpos] >>> 22) & 4194303L); + out[2 + outpos] = (in[inpos] >>> 44) + | ((in[1 + inpos] & 3L) << (22 - 2)); + out[3 + outpos] = ((in[1 + inpos] >>> 2) & 4194303L); + out[4 + outpos] = ((in[1 + inpos] >>> 24) & 4194303L); + out[5 + outpos] = (in[1 + inpos] >>> 46) + | ((in[2 + inpos] & 15L) << (22 - 4)); + out[6 + outpos] = ((in[2 + inpos] >>> 4) & 4194303L); + out[7 + outpos] = ((in[2 + inpos] >>> 26) & 4194303L); + out[8 + outpos] = (in[2 + inpos] >>> 48) + | ((in[3 + inpos] & 63L) << (22 - 6)); + out[9 + outpos] = ((in[3 + inpos] >>> 6) & 4194303L); + out[10 + outpos] = ((in[3 + inpos] >>> 28) & 4194303L); + out[11 + outpos] = (in[3 + inpos] >>> 50) + | ((in[4 + inpos] & 255L) << (22 - 8)); + out[12 + outpos] = ((in[4 + inpos] >>> 8) & 4194303L); + out[13 + outpos] = ((in[4 + inpos] >>> 30) & 4194303L); + out[14 + outpos] = (in[4 + inpos] >>> 52) + | ((in[5 + inpos] & 1023L) << (22 - 10)); + out[15 + outpos] = ((in[5 + inpos] >>> 10) & 4194303L); + out[16 + outpos] = ((in[5 + inpos] >>> 32) & 4194303L); + out[17 + outpos] = (in[5 + inpos] >>> 54) + | ((in[6 + inpos] & 4095L) << (22 - 12)); + out[18 + outpos] = ((in[6 + inpos] >>> 12) & 4194303L); + out[19 + outpos] = ((in[6 + inpos] >>> 34) & 4194303L); + out[20 + outpos] = (in[6 + inpos] >>> 56) + | ((in[7 + inpos] & 16383L) << (22 - 14)); + out[21 + outpos] = ((in[7 + inpos] >>> 14) & 4194303L); + out[22 + outpos] = ((in[7 + inpos] >>> 36) & 4194303L); + out[23 + outpos] = (in[7 + inpos] >>> 58) + | ((in[8 + inpos] & 65535L) << (22 - 16)); + out[24 + outpos] = ((in[8 + inpos] >>> 16) & 4194303L); + out[25 + outpos] = ((in[8 + inpos] >>> 38) & 4194303L); + out[26 + outpos] = (in[8 + inpos] >>> 60) + | ((in[9 + inpos] & 262143L) << (22 - 18)); + out[27 + outpos] = ((in[9 + inpos] >>> 18) & 4194303L); + out[28 + outpos] = ((in[9 + inpos] >>> 40) & 4194303L); + out[29 + outpos] = (in[9 + inpos] >>> 62) + | ((in[10 + inpos] & 1048575L) << (22 - 20)); + out[30 + outpos] = ((in[10 + inpos] >>> 20) & 4194303L); + out[31 + outpos] = (in[10 + inpos] >>> 42); + out[32 + outpos] = (in[11 + inpos] & 4194303L); + out[33 + outpos] = ((in[11 + inpos] >>> 22) & 4194303L); + out[34 + outpos] = (in[11 + inpos] >>> 44) + | ((in[12 + inpos] & 3L) << (22 - 2)); + out[35 + outpos] = ((in[12 + inpos] >>> 2) & 4194303L); + out[36 + outpos] = ((in[12 + inpos] >>> 24) & 4194303L); + out[37 + outpos] = (in[12 + inpos] >>> 46) + | ((in[13 + inpos] & 15L) << (22 - 4)); + out[38 + outpos] = ((in[13 + inpos] >>> 4) & 4194303L); + out[39 + outpos] = ((in[13 + inpos] >>> 26) & 4194303L); + out[40 + outpos] = (in[13 + inpos] >>> 48) + | ((in[14 + inpos] & 63L) << (22 - 6)); + out[41 + outpos] = ((in[14 + inpos] >>> 6) & 4194303L); + out[42 + outpos] = ((in[14 + inpos] >>> 28) & 4194303L); + out[43 + outpos] = (in[14 + inpos] >>> 50) + | ((in[15 + inpos] & 255L) << (22 - 8)); + out[44 + outpos] = ((in[15 + inpos] >>> 8) & 4194303L); + out[45 + outpos] = ((in[15 + inpos] >>> 30) & 4194303L); + out[46 + outpos] = (in[15 + inpos] >>> 52) + | ((in[16 + inpos] & 1023L) << (22 - 10)); + out[47 + outpos] = ((in[16 + inpos] >>> 10) & 4194303L); + out[48 + outpos] = ((in[16 + inpos] >>> 32) & 4194303L); + out[49 + outpos] = (in[16 + inpos] >>> 54) + | ((in[17 + inpos] & 4095L) << (22 - 12)); + out[50 + outpos] = ((in[17 + inpos] >>> 12) & 4194303L); + out[51 + outpos] = ((in[17 + inpos] >>> 34) & 4194303L); + out[52 + outpos] = (in[17 + inpos] >>> 56) + | ((in[18 + inpos] & 16383L) << (22 - 14)); + out[53 + outpos] = ((in[18 + inpos] >>> 14) & 4194303L); + out[54 + outpos] = ((in[18 + inpos] >>> 36) & 4194303L); + out[55 + outpos] = (in[18 + inpos] >>> 58) + | ((in[19 + inpos] & 65535L) << (22 - 16)); + out[56 + outpos] = ((in[19 + inpos] >>> 16) & 4194303L); + out[57 + outpos] = ((in[19 + inpos] >>> 38) & 4194303L); + out[58 + outpos] = (in[19 + inpos] >>> 60) + | ((in[20 + inpos] & 262143L) << (22 - 18)); + out[59 + outpos] = ((in[20 + inpos] >>> 18) & 4194303L); + out[60 + outpos] = ((in[20 + inpos] >>> 40) & 4194303L); + out[61 + outpos] = (in[20 + inpos] >>> 62) + | ((in[21 + inpos] & 1048575L) << (22 - 20)); + out[62 + outpos] = ((in[21 + inpos] >>> 20) & 4194303L); + out[63 + outpos] = (in[21 + inpos] >>> 42); + } + + protected static void fastunpack23(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 8388607L); + out[1 + outpos] = ((in[inpos] >>> 23) & 8388607L); + out[2 + outpos] = (in[inpos] >>> 46) + | ((in[1 + inpos] & 31L) << (23 - 5)); + out[3 + outpos] = ((in[1 + inpos] >>> 5) & 8388607L); + out[4 + outpos] = ((in[1 + inpos] >>> 28) & 8388607L); + out[5 + outpos] = (in[1 + inpos] >>> 51) + | ((in[2 + inpos] & 1023L) << (23 - 10)); + out[6 + outpos] = ((in[2 + inpos] >>> 10) & 8388607L); + out[7 + outpos] = ((in[2 + inpos] >>> 33) & 8388607L); + out[8 + outpos] = (in[2 + inpos] >>> 56) + | ((in[3 + inpos] & 32767L) << (23 - 15)); + out[9 + outpos] = ((in[3 + inpos] >>> 15) & 8388607L); + out[10 + outpos] = ((in[3 + inpos] >>> 38) & 8388607L); + out[11 + outpos] = (in[3 + inpos] >>> 61) + | ((in[4 + inpos] & 1048575L) << (23 - 20)); + out[12 + outpos] = ((in[4 + inpos] >>> 20) & 8388607L); + out[13 + outpos] = (in[4 + inpos] >>> 43) + | ((in[5 + inpos] & 3L) << (23 - 2)); + out[14 + outpos] = ((in[5 + inpos] >>> 2) & 8388607L); + out[15 + outpos] = ((in[5 + inpos] >>> 25) & 8388607L); + out[16 + outpos] = (in[5 + inpos] >>> 48) + | ((in[6 + inpos] & 127L) << (23 - 7)); + out[17 + outpos] = ((in[6 + inpos] >>> 7) & 8388607L); + out[18 + outpos] = ((in[6 + inpos] >>> 30) & 8388607L); + out[19 + outpos] = (in[6 + inpos] >>> 53) + | ((in[7 + inpos] & 4095L) << (23 - 12)); + out[20 + outpos] = ((in[7 + inpos] >>> 12) & 8388607L); + out[21 + outpos] = ((in[7 + inpos] >>> 35) & 8388607L); + out[22 + outpos] = (in[7 + inpos] >>> 58) + | ((in[8 + inpos] & 131071L) << (23 - 17)); + out[23 + outpos] = ((in[8 + inpos] >>> 17) & 8388607L); + out[24 + outpos] = ((in[8 + inpos] >>> 40) & 8388607L); + out[25 + outpos] = (in[8 + inpos] >>> 63) + | ((in[9 + inpos] & 4194303L) << (23 - 22)); + out[26 + outpos] = ((in[9 + inpos] >>> 22) & 8388607L); + out[27 + outpos] = (in[9 + inpos] >>> 45) + | ((in[10 + inpos] & 15L) << (23 - 4)); + out[28 + outpos] = ((in[10 + inpos] >>> 4) & 8388607L); + out[29 + outpos] = ((in[10 + inpos] >>> 27) & 8388607L); + out[30 + outpos] = (in[10 + inpos] >>> 50) + | ((in[11 + inpos] & 511L) << (23 - 9)); + out[31 + outpos] = ((in[11 + inpos] >>> 9) & 8388607L); + out[32 + outpos] = ((in[11 + inpos] >>> 32) & 8388607L); + out[33 + outpos] = (in[11 + inpos] >>> 55) + | ((in[12 + inpos] & 16383L) << (23 - 14)); + out[34 + outpos] = ((in[12 + inpos] >>> 14) & 8388607L); + out[35 + outpos] = ((in[12 + inpos] >>> 37) & 8388607L); + out[36 + outpos] = (in[12 + inpos] >>> 60) + | ((in[13 + inpos] & 524287L) << (23 - 19)); + out[37 + outpos] = ((in[13 + inpos] >>> 19) & 8388607L); + out[38 + outpos] = (in[13 + inpos] >>> 42) + | ((in[14 + inpos] & 1L) << (23 - 1)); + out[39 + outpos] = ((in[14 + inpos] >>> 1) & 8388607L); + out[40 + outpos] = ((in[14 + inpos] >>> 24) & 8388607L); + out[41 + outpos] = (in[14 + inpos] >>> 47) + | ((in[15 + inpos] & 63L) << (23 - 6)); + out[42 + outpos] = ((in[15 + inpos] >>> 6) & 8388607L); + out[43 + outpos] = ((in[15 + inpos] >>> 29) & 8388607L); + out[44 + outpos] = (in[15 + inpos] >>> 52) + | ((in[16 + inpos] & 2047L) << (23 - 11)); + out[45 + outpos] = ((in[16 + inpos] >>> 11) & 8388607L); + out[46 + outpos] = ((in[16 + inpos] >>> 34) & 8388607L); + out[47 + outpos] = (in[16 + inpos] >>> 57) + | ((in[17 + inpos] & 65535L) << (23 - 16)); + out[48 + outpos] = ((in[17 + inpos] >>> 16) & 8388607L); + out[49 + outpos] = ((in[17 + inpos] >>> 39) & 8388607L); + out[50 + outpos] = (in[17 + inpos] >>> 62) + | ((in[18 + inpos] & 2097151L) << (23 - 21)); + out[51 + outpos] = ((in[18 + inpos] >>> 21) & 8388607L); + out[52 + outpos] = (in[18 + inpos] >>> 44) + | ((in[19 + inpos] & 7L) << (23 - 3)); + out[53 + outpos] = ((in[19 + inpos] >>> 3) & 8388607L); + out[54 + outpos] = ((in[19 + inpos] >>> 26) & 8388607L); + out[55 + outpos] = (in[19 + inpos] >>> 49) + | ((in[20 + inpos] & 255L) << (23 - 8)); + out[56 + outpos] = ((in[20 + inpos] >>> 8) & 8388607L); + out[57 + outpos] = ((in[20 + inpos] >>> 31) & 8388607L); + out[58 + outpos] = (in[20 + inpos] >>> 54) + | ((in[21 + inpos] & 8191L) << (23 - 13)); + out[59 + outpos] = ((in[21 + inpos] >>> 13) & 8388607L); + out[60 + outpos] = ((in[21 + inpos] >>> 36) & 8388607L); + out[61 + outpos] = (in[21 + inpos] >>> 59) + | ((in[22 + inpos] & 262143L) << (23 - 18)); + out[62 + outpos] = ((in[22 + inpos] >>> 18) & 8388607L); + out[63 + outpos] = (in[22 + inpos] >>> 41); + } + + protected static void fastunpack24(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 16777215L); + out[1 + outpos] = ((in[inpos] >>> 24) & 16777215L); + out[2 + outpos] = (in[inpos] >>> 48) + | ((in[1 + inpos] & 255L) << (24 - 8)); + out[3 + outpos] = ((in[1 + inpos] >>> 8) & 16777215L); + out[4 + outpos] = ((in[1 + inpos] >>> 32) & 16777215L); + out[5 + outpos] = (in[1 + inpos] >>> 56) + | ((in[2 + inpos] & 65535L) << (24 - 16)); + out[6 + outpos] = ((in[2 + inpos] >>> 16) & 16777215L); + out[7 + outpos] = (in[2 + inpos] >>> 40); + out[8 + outpos] = (in[3 + inpos] & 16777215L); + out[9 + outpos] = ((in[3 + inpos] >>> 24) & 16777215L); + out[10 + outpos] = (in[3 + inpos] >>> 48) + | ((in[4 + inpos] & 255L) << (24 - 8)); + out[11 + outpos] = ((in[4 + inpos] >>> 8) & 16777215L); + out[12 + outpos] = ((in[4 + inpos] >>> 32) & 16777215L); + out[13 + outpos] = (in[4 + inpos] >>> 56) + | ((in[5 + inpos] & 65535L) << (24 - 16)); + out[14 + outpos] = ((in[5 + inpos] >>> 16) & 16777215L); + out[15 + outpos] = (in[5 + inpos] >>> 40); + out[16 + outpos] = (in[6 + inpos] & 16777215L); + out[17 + outpos] = ((in[6 + inpos] >>> 24) & 16777215L); + out[18 + outpos] = (in[6 + inpos] >>> 48) + | ((in[7 + inpos] & 255L) << (24 - 8)); + out[19 + outpos] = ((in[7 + inpos] >>> 8) & 16777215L); + out[20 + outpos] = ((in[7 + inpos] >>> 32) & 16777215L); + out[21 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 65535L) << (24 - 16)); + out[22 + outpos] = ((in[8 + inpos] >>> 16) & 16777215L); + out[23 + outpos] = (in[8 + inpos] >>> 40); + out[24 + outpos] = (in[9 + inpos] & 16777215L); + out[25 + outpos] = ((in[9 + inpos] >>> 24) & 16777215L); + out[26 + outpos] = (in[9 + inpos] >>> 48) + | ((in[10 + inpos] & 255L) << (24 - 8)); + out[27 + outpos] = ((in[10 + inpos] >>> 8) & 16777215L); + out[28 + outpos] = ((in[10 + inpos] >>> 32) & 16777215L); + out[29 + outpos] = (in[10 + inpos] >>> 56) + | ((in[11 + inpos] & 65535L) << (24 - 16)); + out[30 + outpos] = ((in[11 + inpos] >>> 16) & 16777215L); + out[31 + outpos] = (in[11 + inpos] >>> 40); + out[32 + outpos] = (in[12 + inpos] & 16777215L); + out[33 + outpos] = ((in[12 + inpos] >>> 24) & 16777215L); + out[34 + outpos] = (in[12 + inpos] >>> 48) + | ((in[13 + inpos] & 255L) << (24 - 8)); + out[35 + outpos] = ((in[13 + inpos] >>> 8) & 16777215L); + out[36 + outpos] = ((in[13 + inpos] >>> 32) & 16777215L); + out[37 + outpos] = (in[13 + inpos] >>> 56) + | ((in[14 + inpos] & 65535L) << (24 - 16)); + out[38 + outpos] = ((in[14 + inpos] >>> 16) & 16777215L); + out[39 + outpos] = (in[14 + inpos] >>> 40); + out[40 + outpos] = (in[15 + inpos] & 16777215L); + out[41 + outpos] = ((in[15 + inpos] >>> 24) & 16777215L); + out[42 + outpos] = (in[15 + inpos] >>> 48) + | ((in[16 + inpos] & 255L) << (24 - 8)); + out[43 + outpos] = ((in[16 + inpos] >>> 8) & 16777215L); + out[44 + outpos] = ((in[16 + inpos] >>> 32) & 16777215L); + out[45 + outpos] = (in[16 + inpos] >>> 56) + | ((in[17 + inpos] & 65535L) << (24 - 16)); + out[46 + outpos] = ((in[17 + inpos] >>> 16) & 16777215L); + out[47 + outpos] = (in[17 + inpos] >>> 40); + out[48 + outpos] = (in[18 + inpos] & 16777215L); + out[49 + outpos] = ((in[18 + inpos] >>> 24) & 16777215L); + out[50 + outpos] = (in[18 + inpos] >>> 48) + | ((in[19 + inpos] & 255L) << (24 - 8)); + out[51 + outpos] = ((in[19 + inpos] >>> 8) & 16777215L); + out[52 + outpos] = ((in[19 + inpos] >>> 32) & 16777215L); + out[53 + outpos] = (in[19 + inpos] >>> 56) + | ((in[20 + inpos] & 65535L) << (24 - 16)); + out[54 + outpos] = ((in[20 + inpos] >>> 16) & 16777215L); + out[55 + outpos] = (in[20 + inpos] >>> 40); + out[56 + outpos] = (in[21 + inpos] & 16777215L); + out[57 + outpos] = ((in[21 + inpos] >>> 24) & 16777215L); + out[58 + outpos] = (in[21 + inpos] >>> 48) + | ((in[22 + inpos] & 255L) << (24 - 8)); + out[59 + outpos] = ((in[22 + inpos] >>> 8) & 16777215L); + out[60 + outpos] = ((in[22 + inpos] >>> 32) & 16777215L); + out[61 + outpos] = (in[22 + inpos] >>> 56) + | ((in[23 + inpos] & 65535L) << (24 - 16)); + out[62 + outpos] = ((in[23 + inpos] >>> 16) & 16777215L); + out[63 + outpos] = (in[23 + inpos] >>> 40); + } + + protected static void fastunpack25(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 33554431L); + out[1 + outpos] = ((in[inpos] >>> 25) & 33554431L); + out[2 + outpos] = (in[inpos] >>> 50) + | ((in[1 + inpos] & 2047L) << (25 - 11)); + out[3 + outpos] = ((in[1 + inpos] >>> 11) & 33554431L); + out[4 + outpos] = ((in[1 + inpos] >>> 36) & 33554431L); + out[5 + outpos] = (in[1 + inpos] >>> 61) + | ((in[2 + inpos] & 4194303L) << (25 - 22)); + out[6 + outpos] = ((in[2 + inpos] >>> 22) & 33554431L); + out[7 + outpos] = (in[2 + inpos] >>> 47) + | ((in[3 + inpos] & 255L) << (25 - 8)); + out[8 + outpos] = ((in[3 + inpos] >>> 8) & 33554431L); + out[9 + outpos] = ((in[3 + inpos] >>> 33) & 33554431L); + out[10 + outpos] = (in[3 + inpos] >>> 58) + | ((in[4 + inpos] & 524287L) << (25 - 19)); + out[11 + outpos] = ((in[4 + inpos] >>> 19) & 33554431L); + out[12 + outpos] = (in[4 + inpos] >>> 44) + | ((in[5 + inpos] & 31L) << (25 - 5)); + out[13 + outpos] = ((in[5 + inpos] >>> 5) & 33554431L); + out[14 + outpos] = ((in[5 + inpos] >>> 30) & 33554431L); + out[15 + outpos] = (in[5 + inpos] >>> 55) + | ((in[6 + inpos] & 65535L) << (25 - 16)); + out[16 + outpos] = ((in[6 + inpos] >>> 16) & 33554431L); + out[17 + outpos] = (in[6 + inpos] >>> 41) + | ((in[7 + inpos] & 3L) << (25 - 2)); + out[18 + outpos] = ((in[7 + inpos] >>> 2) & 33554431L); + out[19 + outpos] = ((in[7 + inpos] >>> 27) & 33554431L); + out[20 + outpos] = (in[7 + inpos] >>> 52) + | ((in[8 + inpos] & 8191L) << (25 - 13)); + out[21 + outpos] = ((in[8 + inpos] >>> 13) & 33554431L); + out[22 + outpos] = ((in[8 + inpos] >>> 38) & 33554431L); + out[23 + outpos] = (in[8 + inpos] >>> 63) + | ((in[9 + inpos] & 16777215L) << (25 - 24)); + out[24 + outpos] = ((in[9 + inpos] >>> 24) & 33554431L); + out[25 + outpos] = (in[9 + inpos] >>> 49) + | ((in[10 + inpos] & 1023L) << (25 - 10)); + out[26 + outpos] = ((in[10 + inpos] >>> 10) & 33554431L); + out[27 + outpos] = ((in[10 + inpos] >>> 35) & 33554431L); + out[28 + outpos] = (in[10 + inpos] >>> 60) + | ((in[11 + inpos] & 2097151L) << (25 - 21)); + out[29 + outpos] = ((in[11 + inpos] >>> 21) & 33554431L); + out[30 + outpos] = (in[11 + inpos] >>> 46) + | ((in[12 + inpos] & 127L) << (25 - 7)); + out[31 + outpos] = ((in[12 + inpos] >>> 7) & 33554431L); + out[32 + outpos] = ((in[12 + inpos] >>> 32) & 33554431L); + out[33 + outpos] = (in[12 + inpos] >>> 57) + | ((in[13 + inpos] & 262143L) << (25 - 18)); + out[34 + outpos] = ((in[13 + inpos] >>> 18) & 33554431L); + out[35 + outpos] = (in[13 + inpos] >>> 43) + | ((in[14 + inpos] & 15L) << (25 - 4)); + out[36 + outpos] = ((in[14 + inpos] >>> 4) & 33554431L); + out[37 + outpos] = ((in[14 + inpos] >>> 29) & 33554431L); + out[38 + outpos] = (in[14 + inpos] >>> 54) + | ((in[15 + inpos] & 32767L) << (25 - 15)); + out[39 + outpos] = ((in[15 + inpos] >>> 15) & 33554431L); + out[40 + outpos] = (in[15 + inpos] >>> 40) + | ((in[16 + inpos] & 1L) << (25 - 1)); + out[41 + outpos] = ((in[16 + inpos] >>> 1) & 33554431L); + out[42 + outpos] = ((in[16 + inpos] >>> 26) & 33554431L); + out[43 + outpos] = (in[16 + inpos] >>> 51) + | ((in[17 + inpos] & 4095L) << (25 - 12)); + out[44 + outpos] = ((in[17 + inpos] >>> 12) & 33554431L); + out[45 + outpos] = ((in[17 + inpos] >>> 37) & 33554431L); + out[46 + outpos] = (in[17 + inpos] >>> 62) + | ((in[18 + inpos] & 8388607L) << (25 - 23)); + out[47 + outpos] = ((in[18 + inpos] >>> 23) & 33554431L); + out[48 + outpos] = (in[18 + inpos] >>> 48) + | ((in[19 + inpos] & 511L) << (25 - 9)); + out[49 + outpos] = ((in[19 + inpos] >>> 9) & 33554431L); + out[50 + outpos] = ((in[19 + inpos] >>> 34) & 33554431L); + out[51 + outpos] = (in[19 + inpos] >>> 59) + | ((in[20 + inpos] & 1048575L) << (25 - 20)); + out[52 + outpos] = ((in[20 + inpos] >>> 20) & 33554431L); + out[53 + outpos] = (in[20 + inpos] >>> 45) + | ((in[21 + inpos] & 63L) << (25 - 6)); + out[54 + outpos] = ((in[21 + inpos] >>> 6) & 33554431L); + out[55 + outpos] = ((in[21 + inpos] >>> 31) & 33554431L); + out[56 + outpos] = (in[21 + inpos] >>> 56) + | ((in[22 + inpos] & 131071L) << (25 - 17)); + out[57 + outpos] = ((in[22 + inpos] >>> 17) & 33554431L); + out[58 + outpos] = (in[22 + inpos] >>> 42) + | ((in[23 + inpos] & 7L) << (25 - 3)); + out[59 + outpos] = ((in[23 + inpos] >>> 3) & 33554431L); + out[60 + outpos] = ((in[23 + inpos] >>> 28) & 33554431L); + out[61 + outpos] = (in[23 + inpos] >>> 53) + | ((in[24 + inpos] & 16383L) << (25 - 14)); + out[62 + outpos] = ((in[24 + inpos] >>> 14) & 33554431L); + out[63 + outpos] = (in[24 + inpos] >>> 39); + } + + protected static void fastunpack26(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 67108863L); + out[1 + outpos] = ((in[inpos] >>> 26) & 67108863L); + out[2 + outpos] = (in[inpos] >>> 52) + | ((in[1 + inpos] & 16383L) << (26 - 14)); + out[3 + outpos] = ((in[1 + inpos] >>> 14) & 67108863L); + out[4 + outpos] = (in[1 + inpos] >>> 40) + | ((in[2 + inpos] & 3L) << (26 - 2)); + out[5 + outpos] = ((in[2 + inpos] >>> 2) & 67108863L); + out[6 + outpos] = ((in[2 + inpos] >>> 28) & 67108863L); + out[7 + outpos] = (in[2 + inpos] >>> 54) + | ((in[3 + inpos] & 65535L) << (26 - 16)); + out[8 + outpos] = ((in[3 + inpos] >>> 16) & 67108863L); + out[9 + outpos] = (in[3 + inpos] >>> 42) + | ((in[4 + inpos] & 15L) << (26 - 4)); + out[10 + outpos] = ((in[4 + inpos] >>> 4) & 67108863L); + out[11 + outpos] = ((in[4 + inpos] >>> 30) & 67108863L); + out[12 + outpos] = (in[4 + inpos] >>> 56) + | ((in[5 + inpos] & 262143L) << (26 - 18)); + out[13 + outpos] = ((in[5 + inpos] >>> 18) & 67108863L); + out[14 + outpos] = (in[5 + inpos] >>> 44) + | ((in[6 + inpos] & 63L) << (26 - 6)); + out[15 + outpos] = ((in[6 + inpos] >>> 6) & 67108863L); + out[16 + outpos] = ((in[6 + inpos] >>> 32) & 67108863L); + out[17 + outpos] = (in[6 + inpos] >>> 58) + | ((in[7 + inpos] & 1048575L) << (26 - 20)); + out[18 + outpos] = ((in[7 + inpos] >>> 20) & 67108863L); + out[19 + outpos] = (in[7 + inpos] >>> 46) + | ((in[8 + inpos] & 255L) << (26 - 8)); + out[20 + outpos] = ((in[8 + inpos] >>> 8) & 67108863L); + out[21 + outpos] = ((in[8 + inpos] >>> 34) & 67108863L); + out[22 + outpos] = (in[8 + inpos] >>> 60) + | ((in[9 + inpos] & 4194303L) << (26 - 22)); + out[23 + outpos] = ((in[9 + inpos] >>> 22) & 67108863L); + out[24 + outpos] = (in[9 + inpos] >>> 48) + | ((in[10 + inpos] & 1023L) << (26 - 10)); + out[25 + outpos] = ((in[10 + inpos] >>> 10) & 67108863L); + out[26 + outpos] = ((in[10 + inpos] >>> 36) & 67108863L); + out[27 + outpos] = (in[10 + inpos] >>> 62) + | ((in[11 + inpos] & 16777215L) << (26 - 24)); + out[28 + outpos] = ((in[11 + inpos] >>> 24) & 67108863L); + out[29 + outpos] = (in[11 + inpos] >>> 50) + | ((in[12 + inpos] & 4095L) << (26 - 12)); + out[30 + outpos] = ((in[12 + inpos] >>> 12) & 67108863L); + out[31 + outpos] = (in[12 + inpos] >>> 38); + out[32 + outpos] = (in[13 + inpos] & 67108863L); + out[33 + outpos] = ((in[13 + inpos] >>> 26) & 67108863L); + out[34 + outpos] = (in[13 + inpos] >>> 52) + | ((in[14 + inpos] & 16383L) << (26 - 14)); + out[35 + outpos] = ((in[14 + inpos] >>> 14) & 67108863L); + out[36 + outpos] = (in[14 + inpos] >>> 40) + | ((in[15 + inpos] & 3L) << (26 - 2)); + out[37 + outpos] = ((in[15 + inpos] >>> 2) & 67108863L); + out[38 + outpos] = ((in[15 + inpos] >>> 28) & 67108863L); + out[39 + outpos] = (in[15 + inpos] >>> 54) + | ((in[16 + inpos] & 65535L) << (26 - 16)); + out[40 + outpos] = ((in[16 + inpos] >>> 16) & 67108863L); + out[41 + outpos] = (in[16 + inpos] >>> 42) + | ((in[17 + inpos] & 15L) << (26 - 4)); + out[42 + outpos] = ((in[17 + inpos] >>> 4) & 67108863L); + out[43 + outpos] = ((in[17 + inpos] >>> 30) & 67108863L); + out[44 + outpos] = (in[17 + inpos] >>> 56) + | ((in[18 + inpos] & 262143L) << (26 - 18)); + out[45 + outpos] = ((in[18 + inpos] >>> 18) & 67108863L); + out[46 + outpos] = (in[18 + inpos] >>> 44) + | ((in[19 + inpos] & 63L) << (26 - 6)); + out[47 + outpos] = ((in[19 + inpos] >>> 6) & 67108863L); + out[48 + outpos] = ((in[19 + inpos] >>> 32) & 67108863L); + out[49 + outpos] = (in[19 + inpos] >>> 58) + | ((in[20 + inpos] & 1048575L) << (26 - 20)); + out[50 + outpos] = ((in[20 + inpos] >>> 20) & 67108863L); + out[51 + outpos] = (in[20 + inpos] >>> 46) + | ((in[21 + inpos] & 255L) << (26 - 8)); + out[52 + outpos] = ((in[21 + inpos] >>> 8) & 67108863L); + out[53 + outpos] = ((in[21 + inpos] >>> 34) & 67108863L); + out[54 + outpos] = (in[21 + inpos] >>> 60) + | ((in[22 + inpos] & 4194303L) << (26 - 22)); + out[55 + outpos] = ((in[22 + inpos] >>> 22) & 67108863L); + out[56 + outpos] = (in[22 + inpos] >>> 48) + | ((in[23 + inpos] & 1023L) << (26 - 10)); + out[57 + outpos] = ((in[23 + inpos] >>> 10) & 67108863L); + out[58 + outpos] = ((in[23 + inpos] >>> 36) & 67108863L); + out[59 + outpos] = (in[23 + inpos] >>> 62) + | ((in[24 + inpos] & 16777215L) << (26 - 24)); + out[60 + outpos] = ((in[24 + inpos] >>> 24) & 67108863L); + out[61 + outpos] = (in[24 + inpos] >>> 50) + | ((in[25 + inpos] & 4095L) << (26 - 12)); + out[62 + outpos] = ((in[25 + inpos] >>> 12) & 67108863L); + out[63 + outpos] = (in[25 + inpos] >>> 38); + } + + protected static void fastunpack27(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 134217727L); + out[1 + outpos] = ((in[inpos] >>> 27) & 134217727L); + out[2 + outpos] = (in[inpos] >>> 54) + | ((in[1 + inpos] & 131071L) << (27 - 17)); + out[3 + outpos] = ((in[1 + inpos] >>> 17) & 134217727L); + out[4 + outpos] = (in[1 + inpos] >>> 44) + | ((in[2 + inpos] & 127L) << (27 - 7)); + out[5 + outpos] = ((in[2 + inpos] >>> 7) & 134217727L); + out[6 + outpos] = ((in[2 + inpos] >>> 34) & 134217727L); + out[7 + outpos] = (in[2 + inpos] >>> 61) + | ((in[3 + inpos] & 16777215L) << (27 - 24)); + out[8 + outpos] = ((in[3 + inpos] >>> 24) & 134217727L); + out[9 + outpos] = (in[3 + inpos] >>> 51) + | ((in[4 + inpos] & 16383L) << (27 - 14)); + out[10 + outpos] = ((in[4 + inpos] >>> 14) & 134217727L); + out[11 + outpos] = (in[4 + inpos] >>> 41) + | ((in[5 + inpos] & 15L) << (27 - 4)); + out[12 + outpos] = ((in[5 + inpos] >>> 4) & 134217727L); + out[13 + outpos] = ((in[5 + inpos] >>> 31) & 134217727L); + out[14 + outpos] = (in[5 + inpos] >>> 58) + | ((in[6 + inpos] & 2097151L) << (27 - 21)); + out[15 + outpos] = ((in[6 + inpos] >>> 21) & 134217727L); + out[16 + outpos] = (in[6 + inpos] >>> 48) + | ((in[7 + inpos] & 2047L) << (27 - 11)); + out[17 + outpos] = ((in[7 + inpos] >>> 11) & 134217727L); + out[18 + outpos] = (in[7 + inpos] >>> 38) + | ((in[8 + inpos] & 1L) << (27 - 1)); + out[19 + outpos] = ((in[8 + inpos] >>> 1) & 134217727L); + out[20 + outpos] = ((in[8 + inpos] >>> 28) & 134217727L); + out[21 + outpos] = (in[8 + inpos] >>> 55) + | ((in[9 + inpos] & 262143L) << (27 - 18)); + out[22 + outpos] = ((in[9 + inpos] >>> 18) & 134217727L); + out[23 + outpos] = (in[9 + inpos] >>> 45) + | ((in[10 + inpos] & 255L) << (27 - 8)); + out[24 + outpos] = ((in[10 + inpos] >>> 8) & 134217727L); + out[25 + outpos] = ((in[10 + inpos] >>> 35) & 134217727L); + out[26 + outpos] = (in[10 + inpos] >>> 62) + | ((in[11 + inpos] & 33554431L) << (27 - 25)); + out[27 + outpos] = ((in[11 + inpos] >>> 25) & 134217727L); + out[28 + outpos] = (in[11 + inpos] >>> 52) + | ((in[12 + inpos] & 32767L) << (27 - 15)); + out[29 + outpos] = ((in[12 + inpos] >>> 15) & 134217727L); + out[30 + outpos] = (in[12 + inpos] >>> 42) + | ((in[13 + inpos] & 31L) << (27 - 5)); + out[31 + outpos] = ((in[13 + inpos] >>> 5) & 134217727L); + out[32 + outpos] = ((in[13 + inpos] >>> 32) & 134217727L); + out[33 + outpos] = (in[13 + inpos] >>> 59) + | ((in[14 + inpos] & 4194303L) << (27 - 22)); + out[34 + outpos] = ((in[14 + inpos] >>> 22) & 134217727L); + out[35 + outpos] = (in[14 + inpos] >>> 49) + | ((in[15 + inpos] & 4095L) << (27 - 12)); + out[36 + outpos] = ((in[15 + inpos] >>> 12) & 134217727L); + out[37 + outpos] = (in[15 + inpos] >>> 39) + | ((in[16 + inpos] & 3L) << (27 - 2)); + out[38 + outpos] = ((in[16 + inpos] >>> 2) & 134217727L); + out[39 + outpos] = ((in[16 + inpos] >>> 29) & 134217727L); + out[40 + outpos] = (in[16 + inpos] >>> 56) + | ((in[17 + inpos] & 524287L) << (27 - 19)); + out[41 + outpos] = ((in[17 + inpos] >>> 19) & 134217727L); + out[42 + outpos] = (in[17 + inpos] >>> 46) + | ((in[18 + inpos] & 511L) << (27 - 9)); + out[43 + outpos] = ((in[18 + inpos] >>> 9) & 134217727L); + out[44 + outpos] = ((in[18 + inpos] >>> 36) & 134217727L); + out[45 + outpos] = (in[18 + inpos] >>> 63) + | ((in[19 + inpos] & 67108863L) << (27 - 26)); + out[46 + outpos] = ((in[19 + inpos] >>> 26) & 134217727L); + out[47 + outpos] = (in[19 + inpos] >>> 53) + | ((in[20 + inpos] & 65535L) << (27 - 16)); + out[48 + outpos] = ((in[20 + inpos] >>> 16) & 134217727L); + out[49 + outpos] = (in[20 + inpos] >>> 43) + | ((in[21 + inpos] & 63L) << (27 - 6)); + out[50 + outpos] = ((in[21 + inpos] >>> 6) & 134217727L); + out[51 + outpos] = ((in[21 + inpos] >>> 33) & 134217727L); + out[52 + outpos] = (in[21 + inpos] >>> 60) + | ((in[22 + inpos] & 8388607L) << (27 - 23)); + out[53 + outpos] = ((in[22 + inpos] >>> 23) & 134217727L); + out[54 + outpos] = (in[22 + inpos] >>> 50) + | ((in[23 + inpos] & 8191L) << (27 - 13)); + out[55 + outpos] = ((in[23 + inpos] >>> 13) & 134217727L); + out[56 + outpos] = (in[23 + inpos] >>> 40) + | ((in[24 + inpos] & 7L) << (27 - 3)); + out[57 + outpos] = ((in[24 + inpos] >>> 3) & 134217727L); + out[58 + outpos] = ((in[24 + inpos] >>> 30) & 134217727L); + out[59 + outpos] = (in[24 + inpos] >>> 57) + | ((in[25 + inpos] & 1048575L) << (27 - 20)); + out[60 + outpos] = ((in[25 + inpos] >>> 20) & 134217727L); + out[61 + outpos] = (in[25 + inpos] >>> 47) + | ((in[26 + inpos] & 1023L) << (27 - 10)); + out[62 + outpos] = ((in[26 + inpos] >>> 10) & 134217727L); + out[63 + outpos] = (in[26 + inpos] >>> 37); + } + + protected static void fastunpack28(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 268435455L); + out[1 + outpos] = ((in[inpos] >>> 28) & 268435455L); + out[2 + outpos] = (in[inpos] >>> 56) + | ((in[1 + inpos] & 1048575L) << (28 - 20)); + out[3 + outpos] = ((in[1 + inpos] >>> 20) & 268435455L); + out[4 + outpos] = (in[1 + inpos] >>> 48) + | ((in[2 + inpos] & 4095L) << (28 - 12)); + out[5 + outpos] = ((in[2 + inpos] >>> 12) & 268435455L); + out[6 + outpos] = (in[2 + inpos] >>> 40) + | ((in[3 + inpos] & 15L) << (28 - 4)); + out[7 + outpos] = ((in[3 + inpos] >>> 4) & 268435455L); + out[8 + outpos] = ((in[3 + inpos] >>> 32) & 268435455L); + out[9 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 16777215L) << (28 - 24)); + out[10 + outpos] = ((in[4 + inpos] >>> 24) & 268435455L); + out[11 + outpos] = (in[4 + inpos] >>> 52) + | ((in[5 + inpos] & 65535L) << (28 - 16)); + out[12 + outpos] = ((in[5 + inpos] >>> 16) & 268435455L); + out[13 + outpos] = (in[5 + inpos] >>> 44) + | ((in[6 + inpos] & 255L) << (28 - 8)); + out[14 + outpos] = ((in[6 + inpos] >>> 8) & 268435455L); + out[15 + outpos] = (in[6 + inpos] >>> 36); + out[16 + outpos] = (in[7 + inpos] & 268435455L); + out[17 + outpos] = ((in[7 + inpos] >>> 28) & 268435455L); + out[18 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 1048575L) << (28 - 20)); + out[19 + outpos] = ((in[8 + inpos] >>> 20) & 268435455L); + out[20 + outpos] = (in[8 + inpos] >>> 48) + | ((in[9 + inpos] & 4095L) << (28 - 12)); + out[21 + outpos] = ((in[9 + inpos] >>> 12) & 268435455L); + out[22 + outpos] = (in[9 + inpos] >>> 40) + | ((in[10 + inpos] & 15L) << (28 - 4)); + out[23 + outpos] = ((in[10 + inpos] >>> 4) & 268435455L); + out[24 + outpos] = ((in[10 + inpos] >>> 32) & 268435455L); + out[25 + outpos] = (in[10 + inpos] >>> 60) + | ((in[11 + inpos] & 16777215L) << (28 - 24)); + out[26 + outpos] = ((in[11 + inpos] >>> 24) & 268435455L); + out[27 + outpos] = (in[11 + inpos] >>> 52) + | ((in[12 + inpos] & 65535L) << (28 - 16)); + out[28 + outpos] = ((in[12 + inpos] >>> 16) & 268435455L); + out[29 + outpos] = (in[12 + inpos] >>> 44) + | ((in[13 + inpos] & 255L) << (28 - 8)); + out[30 + outpos] = ((in[13 + inpos] >>> 8) & 268435455L); + out[31 + outpos] = (in[13 + inpos] >>> 36); + out[32 + outpos] = (in[14 + inpos] & 268435455L); + out[33 + outpos] = ((in[14 + inpos] >>> 28) & 268435455L); + out[34 + outpos] = (in[14 + inpos] >>> 56) + | ((in[15 + inpos] & 1048575L) << (28 - 20)); + out[35 + outpos] = ((in[15 + inpos] >>> 20) & 268435455L); + out[36 + outpos] = (in[15 + inpos] >>> 48) + | ((in[16 + inpos] & 4095L) << (28 - 12)); + out[37 + outpos] = ((in[16 + inpos] >>> 12) & 268435455L); + out[38 + outpos] = (in[16 + inpos] >>> 40) + | ((in[17 + inpos] & 15L) << (28 - 4)); + out[39 + outpos] = ((in[17 + inpos] >>> 4) & 268435455L); + out[40 + outpos] = ((in[17 + inpos] >>> 32) & 268435455L); + out[41 + outpos] = (in[17 + inpos] >>> 60) + | ((in[18 + inpos] & 16777215L) << (28 - 24)); + out[42 + outpos] = ((in[18 + inpos] >>> 24) & 268435455L); + out[43 + outpos] = (in[18 + inpos] >>> 52) + | ((in[19 + inpos] & 65535L) << (28 - 16)); + out[44 + outpos] = ((in[19 + inpos] >>> 16) & 268435455L); + out[45 + outpos] = (in[19 + inpos] >>> 44) + | ((in[20 + inpos] & 255L) << (28 - 8)); + out[46 + outpos] = ((in[20 + inpos] >>> 8) & 268435455L); + out[47 + outpos] = (in[20 + inpos] >>> 36); + out[48 + outpos] = (in[21 + inpos] & 268435455L); + out[49 + outpos] = ((in[21 + inpos] >>> 28) & 268435455L); + out[50 + outpos] = (in[21 + inpos] >>> 56) + | ((in[22 + inpos] & 1048575L) << (28 - 20)); + out[51 + outpos] = ((in[22 + inpos] >>> 20) & 268435455L); + out[52 + outpos] = (in[22 + inpos] >>> 48) + | ((in[23 + inpos] & 4095L) << (28 - 12)); + out[53 + outpos] = ((in[23 + inpos] >>> 12) & 268435455L); + out[54 + outpos] = (in[23 + inpos] >>> 40) + | ((in[24 + inpos] & 15L) << (28 - 4)); + out[55 + outpos] = ((in[24 + inpos] >>> 4) & 268435455L); + out[56 + outpos] = ((in[24 + inpos] >>> 32) & 268435455L); + out[57 + outpos] = (in[24 + inpos] >>> 60) + | ((in[25 + inpos] & 16777215L) << (28 - 24)); + out[58 + outpos] = ((in[25 + inpos] >>> 24) & 268435455L); + out[59 + outpos] = (in[25 + inpos] >>> 52) + | ((in[26 + inpos] & 65535L) << (28 - 16)); + out[60 + outpos] = ((in[26 + inpos] >>> 16) & 268435455L); + out[61 + outpos] = (in[26 + inpos] >>> 44) + | ((in[27 + inpos] & 255L) << (28 - 8)); + out[62 + outpos] = ((in[27 + inpos] >>> 8) & 268435455L); + out[63 + outpos] = (in[27 + inpos] >>> 36); + } + + protected static void fastunpack29(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 536870911L); + out[1 + outpos] = ((in[inpos] >>> 29) & 536870911L); + out[2 + outpos] = (in[inpos] >>> 58) + | ((in[1 + inpos] & 8388607L) << (29 - 23)); + out[3 + outpos] = ((in[1 + inpos] >>> 23) & 536870911L); + out[4 + outpos] = (in[1 + inpos] >>> 52) + | ((in[2 + inpos] & 131071L) << (29 - 17)); + out[5 + outpos] = ((in[2 + inpos] >>> 17) & 536870911L); + out[6 + outpos] = (in[2 + inpos] >>> 46) + | ((in[3 + inpos] & 2047L) << (29 - 11)); + out[7 + outpos] = ((in[3 + inpos] >>> 11) & 536870911L); + out[8 + outpos] = (in[3 + inpos] >>> 40) + | ((in[4 + inpos] & 31L) << (29 - 5)); + out[9 + outpos] = ((in[4 + inpos] >>> 5) & 536870911L); + out[10 + outpos] = ((in[4 + inpos] >>> 34) & 536870911L); + out[11 + outpos] = (in[4 + inpos] >>> 63) + | ((in[5 + inpos] & 268435455L) << (29 - 28)); + out[12 + outpos] = ((in[5 + inpos] >>> 28) & 536870911L); + out[13 + outpos] = (in[5 + inpos] >>> 57) + | ((in[6 + inpos] & 4194303L) << (29 - 22)); + out[14 + outpos] = ((in[6 + inpos] >>> 22) & 536870911L); + out[15 + outpos] = (in[6 + inpos] >>> 51) + | ((in[7 + inpos] & 65535L) << (29 - 16)); + out[16 + outpos] = ((in[7 + inpos] >>> 16) & 536870911L); + out[17 + outpos] = (in[7 + inpos] >>> 45) + | ((in[8 + inpos] & 1023L) << (29 - 10)); + out[18 + outpos] = ((in[8 + inpos] >>> 10) & 536870911L); + out[19 + outpos] = (in[8 + inpos] >>> 39) + | ((in[9 + inpos] & 15L) << (29 - 4)); + out[20 + outpos] = ((in[9 + inpos] >>> 4) & 536870911L); + out[21 + outpos] = ((in[9 + inpos] >>> 33) & 536870911L); + out[22 + outpos] = (in[9 + inpos] >>> 62) + | ((in[10 + inpos] & 134217727L) << (29 - 27)); + out[23 + outpos] = ((in[10 + inpos] >>> 27) & 536870911L); + out[24 + outpos] = (in[10 + inpos] >>> 56) + | ((in[11 + inpos] & 2097151L) << (29 - 21)); + out[25 + outpos] = ((in[11 + inpos] >>> 21) & 536870911L); + out[26 + outpos] = (in[11 + inpos] >>> 50) + | ((in[12 + inpos] & 32767L) << (29 - 15)); + out[27 + outpos] = ((in[12 + inpos] >>> 15) & 536870911L); + out[28 + outpos] = (in[12 + inpos] >>> 44) + | ((in[13 + inpos] & 511L) << (29 - 9)); + out[29 + outpos] = ((in[13 + inpos] >>> 9) & 536870911L); + out[30 + outpos] = (in[13 + inpos] >>> 38) + | ((in[14 + inpos] & 7L) << (29 - 3)); + out[31 + outpos] = ((in[14 + inpos] >>> 3) & 536870911L); + out[32 + outpos] = ((in[14 + inpos] >>> 32) & 536870911L); + out[33 + outpos] = (in[14 + inpos] >>> 61) + | ((in[15 + inpos] & 67108863L) << (29 - 26)); + out[34 + outpos] = ((in[15 + inpos] >>> 26) & 536870911L); + out[35 + outpos] = (in[15 + inpos] >>> 55) + | ((in[16 + inpos] & 1048575L) << (29 - 20)); + out[36 + outpos] = ((in[16 + inpos] >>> 20) & 536870911L); + out[37 + outpos] = (in[16 + inpos] >>> 49) + | ((in[17 + inpos] & 16383L) << (29 - 14)); + out[38 + outpos] = ((in[17 + inpos] >>> 14) & 536870911L); + out[39 + outpos] = (in[17 + inpos] >>> 43) + | ((in[18 + inpos] & 255L) << (29 - 8)); + out[40 + outpos] = ((in[18 + inpos] >>> 8) & 536870911L); + out[41 + outpos] = (in[18 + inpos] >>> 37) + | ((in[19 + inpos] & 3L) << (29 - 2)); + out[42 + outpos] = ((in[19 + inpos] >>> 2) & 536870911L); + out[43 + outpos] = ((in[19 + inpos] >>> 31) & 536870911L); + out[44 + outpos] = (in[19 + inpos] >>> 60) + | ((in[20 + inpos] & 33554431L) << (29 - 25)); + out[45 + outpos] = ((in[20 + inpos] >>> 25) & 536870911L); + out[46 + outpos] = (in[20 + inpos] >>> 54) + | ((in[21 + inpos] & 524287L) << (29 - 19)); + out[47 + outpos] = ((in[21 + inpos] >>> 19) & 536870911L); + out[48 + outpos] = (in[21 + inpos] >>> 48) + | ((in[22 + inpos] & 8191L) << (29 - 13)); + out[49 + outpos] = ((in[22 + inpos] >>> 13) & 536870911L); + out[50 + outpos] = (in[22 + inpos] >>> 42) + | ((in[23 + inpos] & 127L) << (29 - 7)); + out[51 + outpos] = ((in[23 + inpos] >>> 7) & 536870911L); + out[52 + outpos] = (in[23 + inpos] >>> 36) + | ((in[24 + inpos] & 1L) << (29 - 1)); + out[53 + outpos] = ((in[24 + inpos] >>> 1) & 536870911L); + out[54 + outpos] = ((in[24 + inpos] >>> 30) & 536870911L); + out[55 + outpos] = (in[24 + inpos] >>> 59) + | ((in[25 + inpos] & 16777215L) << (29 - 24)); + out[56 + outpos] = ((in[25 + inpos] >>> 24) & 536870911L); + out[57 + outpos] = (in[25 + inpos] >>> 53) + | ((in[26 + inpos] & 262143L) << (29 - 18)); + out[58 + outpos] = ((in[26 + inpos] >>> 18) & 536870911L); + out[59 + outpos] = (in[26 + inpos] >>> 47) + | ((in[27 + inpos] & 4095L) << (29 - 12)); + out[60 + outpos] = ((in[27 + inpos] >>> 12) & 536870911L); + out[61 + outpos] = (in[27 + inpos] >>> 41) + | ((in[28 + inpos] & 63L) << (29 - 6)); + out[62 + outpos] = ((in[28 + inpos] >>> 6) & 536870911L); + out[63 + outpos] = (in[28 + inpos] >>> 35); + } + + protected static void fastunpack30(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 1073741823L); + out[1 + outpos] = ((in[inpos] >>> 30) & 1073741823L); + out[2 + outpos] = (in[inpos] >>> 60) + | ((in[1 + inpos] & 67108863L) << (30 - 26)); + out[3 + outpos] = ((in[1 + inpos] >>> 26) & 1073741823L); + out[4 + outpos] = (in[1 + inpos] >>> 56) + | ((in[2 + inpos] & 4194303L) << (30 - 22)); + out[5 + outpos] = ((in[2 + inpos] >>> 22) & 1073741823L); + out[6 + outpos] = (in[2 + inpos] >>> 52) + | ((in[3 + inpos] & 262143L) << (30 - 18)); + out[7 + outpos] = ((in[3 + inpos] >>> 18) & 1073741823L); + out[8 + outpos] = (in[3 + inpos] >>> 48) + | ((in[4 + inpos] & 16383L) << (30 - 14)); + out[9 + outpos] = ((in[4 + inpos] >>> 14) & 1073741823L); + out[10 + outpos] = (in[4 + inpos] >>> 44) + | ((in[5 + inpos] & 1023L) << (30 - 10)); + out[11 + outpos] = ((in[5 + inpos] >>> 10) & 1073741823L); + out[12 + outpos] = (in[5 + inpos] >>> 40) + | ((in[6 + inpos] & 63L) << (30 - 6)); + out[13 + outpos] = ((in[6 + inpos] >>> 6) & 1073741823L); + out[14 + outpos] = (in[6 + inpos] >>> 36) + | ((in[7 + inpos] & 3L) << (30 - 2)); + out[15 + outpos] = ((in[7 + inpos] >>> 2) & 1073741823L); + out[16 + outpos] = ((in[7 + inpos] >>> 32) & 1073741823L); + out[17 + outpos] = (in[7 + inpos] >>> 62) + | ((in[8 + inpos] & 268435455L) << (30 - 28)); + out[18 + outpos] = ((in[8 + inpos] >>> 28) & 1073741823L); + out[19 + outpos] = (in[8 + inpos] >>> 58) + | ((in[9 + inpos] & 16777215L) << (30 - 24)); + out[20 + outpos] = ((in[9 + inpos] >>> 24) & 1073741823L); + out[21 + outpos] = (in[9 + inpos] >>> 54) + | ((in[10 + inpos] & 1048575L) << (30 - 20)); + out[22 + outpos] = ((in[10 + inpos] >>> 20) & 1073741823L); + out[23 + outpos] = (in[10 + inpos] >>> 50) + | ((in[11 + inpos] & 65535L) << (30 - 16)); + out[24 + outpos] = ((in[11 + inpos] >>> 16) & 1073741823L); + out[25 + outpos] = (in[11 + inpos] >>> 46) + | ((in[12 + inpos] & 4095L) << (30 - 12)); + out[26 + outpos] = ((in[12 + inpos] >>> 12) & 1073741823L); + out[27 + outpos] = (in[12 + inpos] >>> 42) + | ((in[13 + inpos] & 255L) << (30 - 8)); + out[28 + outpos] = ((in[13 + inpos] >>> 8) & 1073741823L); + out[29 + outpos] = (in[13 + inpos] >>> 38) + | ((in[14 + inpos] & 15L) << (30 - 4)); + out[30 + outpos] = ((in[14 + inpos] >>> 4) & 1073741823L); + out[31 + outpos] = (in[14 + inpos] >>> 34); + out[32 + outpos] = (in[15 + inpos] & 1073741823L); + out[33 + outpos] = ((in[15 + inpos] >>> 30) & 1073741823L); + out[34 + outpos] = (in[15 + inpos] >>> 60) + | ((in[16 + inpos] & 67108863L) << (30 - 26)); + out[35 + outpos] = ((in[16 + inpos] >>> 26) & 1073741823L); + out[36 + outpos] = (in[16 + inpos] >>> 56) + | ((in[17 + inpos] & 4194303L) << (30 - 22)); + out[37 + outpos] = ((in[17 + inpos] >>> 22) & 1073741823L); + out[38 + outpos] = (in[17 + inpos] >>> 52) + | ((in[18 + inpos] & 262143L) << (30 - 18)); + out[39 + outpos] = ((in[18 + inpos] >>> 18) & 1073741823L); + out[40 + outpos] = (in[18 + inpos] >>> 48) + | ((in[19 + inpos] & 16383L) << (30 - 14)); + out[41 + outpos] = ((in[19 + inpos] >>> 14) & 1073741823L); + out[42 + outpos] = (in[19 + inpos] >>> 44) + | ((in[20 + inpos] & 1023L) << (30 - 10)); + out[43 + outpos] = ((in[20 + inpos] >>> 10) & 1073741823L); + out[44 + outpos] = (in[20 + inpos] >>> 40) + | ((in[21 + inpos] & 63L) << (30 - 6)); + out[45 + outpos] = ((in[21 + inpos] >>> 6) & 1073741823L); + out[46 + outpos] = (in[21 + inpos] >>> 36) + | ((in[22 + inpos] & 3L) << (30 - 2)); + out[47 + outpos] = ((in[22 + inpos] >>> 2) & 1073741823L); + out[48 + outpos] = ((in[22 + inpos] >>> 32) & 1073741823L); + out[49 + outpos] = (in[22 + inpos] >>> 62) + | ((in[23 + inpos] & 268435455L) << (30 - 28)); + out[50 + outpos] = ((in[23 + inpos] >>> 28) & 1073741823L); + out[51 + outpos] = (in[23 + inpos] >>> 58) + | ((in[24 + inpos] & 16777215L) << (30 - 24)); + out[52 + outpos] = ((in[24 + inpos] >>> 24) & 1073741823L); + out[53 + outpos] = (in[24 + inpos] >>> 54) + | ((in[25 + inpos] & 1048575L) << (30 - 20)); + out[54 + outpos] = ((in[25 + inpos] >>> 20) & 1073741823L); + out[55 + outpos] = (in[25 + inpos] >>> 50) + | ((in[26 + inpos] & 65535L) << (30 - 16)); + out[56 + outpos] = ((in[26 + inpos] >>> 16) & 1073741823L); + out[57 + outpos] = (in[26 + inpos] >>> 46) + | ((in[27 + inpos] & 4095L) << (30 - 12)); + out[58 + outpos] = ((in[27 + inpos] >>> 12) & 1073741823L); + out[59 + outpos] = (in[27 + inpos] >>> 42) + | ((in[28 + inpos] & 255L) << (30 - 8)); + out[60 + outpos] = ((in[28 + inpos] >>> 8) & 1073741823L); + out[61 + outpos] = (in[28 + inpos] >>> 38) + | ((in[29 + inpos] & 15L) << (30 - 4)); + out[62 + outpos] = ((in[29 + inpos] >>> 4) & 1073741823L); + out[63 + outpos] = (in[29 + inpos] >>> 34); + } + + protected static void fastunpack31(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 2147483647L); + out[1 + outpos] = ((in[inpos] >>> 31) & 2147483647L); + out[2 + outpos] = (in[inpos] >>> 62) + | ((in[1 + inpos] & 536870911L) << (31 - 29)); + out[3 + outpos] = ((in[1 + inpos] >>> 29) & 2147483647L); + out[4 + outpos] = (in[1 + inpos] >>> 60) + | ((in[2 + inpos] & 134217727L) << (31 - 27)); + out[5 + outpos] = ((in[2 + inpos] >>> 27) & 2147483647L); + out[6 + outpos] = (in[2 + inpos] >>> 58) + | ((in[3 + inpos] & 33554431L) << (31 - 25)); + out[7 + outpos] = ((in[3 + inpos] >>> 25) & 2147483647L); + out[8 + outpos] = (in[3 + inpos] >>> 56) + | ((in[4 + inpos] & 8388607L) << (31 - 23)); + out[9 + outpos] = ((in[4 + inpos] >>> 23) & 2147483647L); + out[10 + outpos] = (in[4 + inpos] >>> 54) + | ((in[5 + inpos] & 2097151L) << (31 - 21)); + out[11 + outpos] = ((in[5 + inpos] >>> 21) & 2147483647L); + out[12 + outpos] = (in[5 + inpos] >>> 52) + | ((in[6 + inpos] & 524287L) << (31 - 19)); + out[13 + outpos] = ((in[6 + inpos] >>> 19) & 2147483647L); + out[14 + outpos] = (in[6 + inpos] >>> 50) + | ((in[7 + inpos] & 131071L) << (31 - 17)); + out[15 + outpos] = ((in[7 + inpos] >>> 17) & 2147483647L); + out[16 + outpos] = (in[7 + inpos] >>> 48) + | ((in[8 + inpos] & 32767L) << (31 - 15)); + out[17 + outpos] = ((in[8 + inpos] >>> 15) & 2147483647L); + out[18 + outpos] = (in[8 + inpos] >>> 46) + | ((in[9 + inpos] & 8191L) << (31 - 13)); + out[19 + outpos] = ((in[9 + inpos] >>> 13) & 2147483647L); + out[20 + outpos] = (in[9 + inpos] >>> 44) + | ((in[10 + inpos] & 2047L) << (31 - 11)); + out[21 + outpos] = ((in[10 + inpos] >>> 11) & 2147483647L); + out[22 + outpos] = (in[10 + inpos] >>> 42) + | ((in[11 + inpos] & 511L) << (31 - 9)); + out[23 + outpos] = ((in[11 + inpos] >>> 9) & 2147483647L); + out[24 + outpos] = (in[11 + inpos] >>> 40) + | ((in[12 + inpos] & 127L) << (31 - 7)); + out[25 + outpos] = ((in[12 + inpos] >>> 7) & 2147483647L); + out[26 + outpos] = (in[12 + inpos] >>> 38) + | ((in[13 + inpos] & 31L) << (31 - 5)); + out[27 + outpos] = ((in[13 + inpos] >>> 5) & 2147483647L); + out[28 + outpos] = (in[13 + inpos] >>> 36) + | ((in[14 + inpos] & 7L) << (31 - 3)); + out[29 + outpos] = ((in[14 + inpos] >>> 3) & 2147483647L); + out[30 + outpos] = (in[14 + inpos] >>> 34) + | ((in[15 + inpos] & 1L) << (31 - 1)); + out[31 + outpos] = ((in[15 + inpos] >>> 1) & 2147483647L); + out[32 + outpos] = ((in[15 + inpos] >>> 32) & 2147483647L); + out[33 + outpos] = (in[15 + inpos] >>> 63) + | ((in[16 + inpos] & 1073741823L) << (31 - 30)); + out[34 + outpos] = ((in[16 + inpos] >>> 30) & 2147483647L); + out[35 + outpos] = (in[16 + inpos] >>> 61) + | ((in[17 + inpos] & 268435455L) << (31 - 28)); + out[36 + outpos] = ((in[17 + inpos] >>> 28) & 2147483647L); + out[37 + outpos] = (in[17 + inpos] >>> 59) + | ((in[18 + inpos] & 67108863L) << (31 - 26)); + out[38 + outpos] = ((in[18 + inpos] >>> 26) & 2147483647L); + out[39 + outpos] = (in[18 + inpos] >>> 57) + | ((in[19 + inpos] & 16777215L) << (31 - 24)); + out[40 + outpos] = ((in[19 + inpos] >>> 24) & 2147483647L); + out[41 + outpos] = (in[19 + inpos] >>> 55) + | ((in[20 + inpos] & 4194303L) << (31 - 22)); + out[42 + outpos] = ((in[20 + inpos] >>> 22) & 2147483647L); + out[43 + outpos] = (in[20 + inpos] >>> 53) + | ((in[21 + inpos] & 1048575L) << (31 - 20)); + out[44 + outpos] = ((in[21 + inpos] >>> 20) & 2147483647L); + out[45 + outpos] = (in[21 + inpos] >>> 51) + | ((in[22 + inpos] & 262143L) << (31 - 18)); + out[46 + outpos] = ((in[22 + inpos] >>> 18) & 2147483647L); + out[47 + outpos] = (in[22 + inpos] >>> 49) + | ((in[23 + inpos] & 65535L) << (31 - 16)); + out[48 + outpos] = ((in[23 + inpos] >>> 16) & 2147483647L); + out[49 + outpos] = (in[23 + inpos] >>> 47) + | ((in[24 + inpos] & 16383L) << (31 - 14)); + out[50 + outpos] = ((in[24 + inpos] >>> 14) & 2147483647L); + out[51 + outpos] = (in[24 + inpos] >>> 45) + | ((in[25 + inpos] & 4095L) << (31 - 12)); + out[52 + outpos] = ((in[25 + inpos] >>> 12) & 2147483647L); + out[53 + outpos] = (in[25 + inpos] >>> 43) + | ((in[26 + inpos] & 1023L) << (31 - 10)); + out[54 + outpos] = ((in[26 + inpos] >>> 10) & 2147483647L); + out[55 + outpos] = (in[26 + inpos] >>> 41) + | ((in[27 + inpos] & 255L) << (31 - 8)); + out[56 + outpos] = ((in[27 + inpos] >>> 8) & 2147483647L); + out[57 + outpos] = (in[27 + inpos] >>> 39) + | ((in[28 + inpos] & 63L) << (31 - 6)); + out[58 + outpos] = ((in[28 + inpos] >>> 6) & 2147483647L); + out[59 + outpos] = (in[28 + inpos] >>> 37) + | ((in[29 + inpos] & 15L) << (31 - 4)); + out[60 + outpos] = ((in[29 + inpos] >>> 4) & 2147483647L); + out[61 + outpos] = (in[29 + inpos] >>> 35) + | ((in[30 + inpos] & 3L) << (31 - 2)); + out[62 + outpos] = ((in[30 + inpos] >>> 2) & 2147483647L); + out[63 + outpos] = (in[30 + inpos] >>> 33); + } + + protected static void fastunpack32(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 4294967295L); + out[1 + outpos] = (in[inpos] >>> 32); + out[2 + outpos] = (in[1 + inpos] & 4294967295L); + out[3 + outpos] = (in[1 + inpos] >>> 32); + out[4 + outpos] = (in[2 + inpos] & 4294967295L); + out[5 + outpos] = (in[2 + inpos] >>> 32); + out[6 + outpos] = (in[3 + inpos] & 4294967295L); + out[7 + outpos] = (in[3 + inpos] >>> 32); + out[8 + outpos] = (in[4 + inpos] & 4294967295L); + out[9 + outpos] = (in[4 + inpos] >>> 32); + out[10 + outpos] = (in[5 + inpos] & 4294967295L); + out[11 + outpos] = (in[5 + inpos] >>> 32); + out[12 + outpos] = (in[6 + inpos] & 4294967295L); + out[13 + outpos] = (in[6 + inpos] >>> 32); + out[14 + outpos] = (in[7 + inpos] & 4294967295L); + out[15 + outpos] = (in[7 + inpos] >>> 32); + out[16 + outpos] = (in[8 + inpos] & 4294967295L); + out[17 + outpos] = (in[8 + inpos] >>> 32); + out[18 + outpos] = (in[9 + inpos] & 4294967295L); + out[19 + outpos] = (in[9 + inpos] >>> 32); + out[20 + outpos] = (in[10 + inpos] & 4294967295L); + out[21 + outpos] = (in[10 + inpos] >>> 32); + out[22 + outpos] = (in[11 + inpos] & 4294967295L); + out[23 + outpos] = (in[11 + inpos] >>> 32); + out[24 + outpos] = (in[12 + inpos] & 4294967295L); + out[25 + outpos] = (in[12 + inpos] >>> 32); + out[26 + outpos] = (in[13 + inpos] & 4294967295L); + out[27 + outpos] = (in[13 + inpos] >>> 32); + out[28 + outpos] = (in[14 + inpos] & 4294967295L); + out[29 + outpos] = (in[14 + inpos] >>> 32); + out[30 + outpos] = (in[15 + inpos] & 4294967295L); + out[31 + outpos] = (in[15 + inpos] >>> 32); + out[32 + outpos] = (in[16 + inpos] & 4294967295L); + out[33 + outpos] = (in[16 + inpos] >>> 32); + out[34 + outpos] = (in[17 + inpos] & 4294967295L); + out[35 + outpos] = (in[17 + inpos] >>> 32); + out[36 + outpos] = (in[18 + inpos] & 4294967295L); + out[37 + outpos] = (in[18 + inpos] >>> 32); + out[38 + outpos] = (in[19 + inpos] & 4294967295L); + out[39 + outpos] = (in[19 + inpos] >>> 32); + out[40 + outpos] = (in[20 + inpos] & 4294967295L); + out[41 + outpos] = (in[20 + inpos] >>> 32); + out[42 + outpos] = (in[21 + inpos] & 4294967295L); + out[43 + outpos] = (in[21 + inpos] >>> 32); + out[44 + outpos] = (in[22 + inpos] & 4294967295L); + out[45 + outpos] = (in[22 + inpos] >>> 32); + out[46 + outpos] = (in[23 + inpos] & 4294967295L); + out[47 + outpos] = (in[23 + inpos] >>> 32); + out[48 + outpos] = (in[24 + inpos] & 4294967295L); + out[49 + outpos] = (in[24 + inpos] >>> 32); + out[50 + outpos] = (in[25 + inpos] & 4294967295L); + out[51 + outpos] = (in[25 + inpos] >>> 32); + out[52 + outpos] = (in[26 + inpos] & 4294967295L); + out[53 + outpos] = (in[26 + inpos] >>> 32); + out[54 + outpos] = (in[27 + inpos] & 4294967295L); + out[55 + outpos] = (in[27 + inpos] >>> 32); + out[56 + outpos] = (in[28 + inpos] & 4294967295L); + out[57 + outpos] = (in[28 + inpos] >>> 32); + out[58 + outpos] = (in[29 + inpos] & 4294967295L); + out[59 + outpos] = (in[29 + inpos] >>> 32); + out[60 + outpos] = (in[30 + inpos] & 4294967295L); + out[61 + outpos] = (in[30 + inpos] >>> 32); + out[62 + outpos] = (in[31 + inpos] & 4294967295L); + out[63 + outpos] = (in[31 + inpos] >>> 32); + } + + protected static void fastunpack33(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 8589934591L); + out[1 + outpos] = (in[inpos] >>> 33) + | ((in[1 + inpos] & 3L) << (33 - 2)); + out[2 + outpos] = ((in[1 + inpos] >>> 2) & 8589934591L); + out[3 + outpos] = (in[1 + inpos] >>> 35) + | ((in[2 + inpos] & 15L) << (33 - 4)); + out[4 + outpos] = ((in[2 + inpos] >>> 4) & 8589934591L); + out[5 + outpos] = (in[2 + inpos] >>> 37) + | ((in[3 + inpos] & 63L) << (33 - 6)); + out[6 + outpos] = ((in[3 + inpos] >>> 6) & 8589934591L); + out[7 + outpos] = (in[3 + inpos] >>> 39) + | ((in[4 + inpos] & 255L) << (33 - 8)); + out[8 + outpos] = ((in[4 + inpos] >>> 8) & 8589934591L); + out[9 + outpos] = (in[4 + inpos] >>> 41) + | ((in[5 + inpos] & 1023L) << (33 - 10)); + out[10 + outpos] = ((in[5 + inpos] >>> 10) & 8589934591L); + out[11 + outpos] = (in[5 + inpos] >>> 43) + | ((in[6 + inpos] & 4095L) << (33 - 12)); + out[12 + outpos] = ((in[6 + inpos] >>> 12) & 8589934591L); + out[13 + outpos] = (in[6 + inpos] >>> 45) + | ((in[7 + inpos] & 16383L) << (33 - 14)); + out[14 + outpos] = ((in[7 + inpos] >>> 14) & 8589934591L); + out[15 + outpos] = (in[7 + inpos] >>> 47) + | ((in[8 + inpos] & 65535L) << (33 - 16)); + out[16 + outpos] = ((in[8 + inpos] >>> 16) & 8589934591L); + out[17 + outpos] = (in[8 + inpos] >>> 49) + | ((in[9 + inpos] & 262143L) << (33 - 18)); + out[18 + outpos] = ((in[9 + inpos] >>> 18) & 8589934591L); + out[19 + outpos] = (in[9 + inpos] >>> 51) + | ((in[10 + inpos] & 1048575L) << (33 - 20)); + out[20 + outpos] = ((in[10 + inpos] >>> 20) & 8589934591L); + out[21 + outpos] = (in[10 + inpos] >>> 53) + | ((in[11 + inpos] & 4194303L) << (33 - 22)); + out[22 + outpos] = ((in[11 + inpos] >>> 22) & 8589934591L); + out[23 + outpos] = (in[11 + inpos] >>> 55) + | ((in[12 + inpos] & 16777215L) << (33 - 24)); + out[24 + outpos] = ((in[12 + inpos] >>> 24) & 8589934591L); + out[25 + outpos] = (in[12 + inpos] >>> 57) + | ((in[13 + inpos] & 67108863L) << (33 - 26)); + out[26 + outpos] = ((in[13 + inpos] >>> 26) & 8589934591L); + out[27 + outpos] = (in[13 + inpos] >>> 59) + | ((in[14 + inpos] & 268435455L) << (33 - 28)); + out[28 + outpos] = ((in[14 + inpos] >>> 28) & 8589934591L); + out[29 + outpos] = (in[14 + inpos] >>> 61) + | ((in[15 + inpos] & 1073741823L) << (33 - 30)); + out[30 + outpos] = ((in[15 + inpos] >>> 30) & 8589934591L); + out[31 + outpos] = (in[15 + inpos] >>> 63) + | ((in[16 + inpos] & 4294967295L) << (33 - 32)); + out[32 + outpos] = (in[16 + inpos] >>> 32) + | ((in[17 + inpos] & 1L) << (33 - 1)); + out[33 + outpos] = ((in[17 + inpos] >>> 1) & 8589934591L); + out[34 + outpos] = (in[17 + inpos] >>> 34) + | ((in[18 + inpos] & 7L) << (33 - 3)); + out[35 + outpos] = ((in[18 + inpos] >>> 3) & 8589934591L); + out[36 + outpos] = (in[18 + inpos] >>> 36) + | ((in[19 + inpos] & 31L) << (33 - 5)); + out[37 + outpos] = ((in[19 + inpos] >>> 5) & 8589934591L); + out[38 + outpos] = (in[19 + inpos] >>> 38) + | ((in[20 + inpos] & 127L) << (33 - 7)); + out[39 + outpos] = ((in[20 + inpos] >>> 7) & 8589934591L); + out[40 + outpos] = (in[20 + inpos] >>> 40) + | ((in[21 + inpos] & 511L) << (33 - 9)); + out[41 + outpos] = ((in[21 + inpos] >>> 9) & 8589934591L); + out[42 + outpos] = (in[21 + inpos] >>> 42) + | ((in[22 + inpos] & 2047L) << (33 - 11)); + out[43 + outpos] = ((in[22 + inpos] >>> 11) & 8589934591L); + out[44 + outpos] = (in[22 + inpos] >>> 44) + | ((in[23 + inpos] & 8191L) << (33 - 13)); + out[45 + outpos] = ((in[23 + inpos] >>> 13) & 8589934591L); + out[46 + outpos] = (in[23 + inpos] >>> 46) + | ((in[24 + inpos] & 32767L) << (33 - 15)); + out[47 + outpos] = ((in[24 + inpos] >>> 15) & 8589934591L); + out[48 + outpos] = (in[24 + inpos] >>> 48) + | ((in[25 + inpos] & 131071L) << (33 - 17)); + out[49 + outpos] = ((in[25 + inpos] >>> 17) & 8589934591L); + out[50 + outpos] = (in[25 + inpos] >>> 50) + | ((in[26 + inpos] & 524287L) << (33 - 19)); + out[51 + outpos] = ((in[26 + inpos] >>> 19) & 8589934591L); + out[52 + outpos] = (in[26 + inpos] >>> 52) + | ((in[27 + inpos] & 2097151L) << (33 - 21)); + out[53 + outpos] = ((in[27 + inpos] >>> 21) & 8589934591L); + out[54 + outpos] = (in[27 + inpos] >>> 54) + | ((in[28 + inpos] & 8388607L) << (33 - 23)); + out[55 + outpos] = ((in[28 + inpos] >>> 23) & 8589934591L); + out[56 + outpos] = (in[28 + inpos] >>> 56) + | ((in[29 + inpos] & 33554431L) << (33 - 25)); + out[57 + outpos] = ((in[29 + inpos] >>> 25) & 8589934591L); + out[58 + outpos] = (in[29 + inpos] >>> 58) + | ((in[30 + inpos] & 134217727L) << (33 - 27)); + out[59 + outpos] = ((in[30 + inpos] >>> 27) & 8589934591L); + out[60 + outpos] = (in[30 + inpos] >>> 60) + | ((in[31 + inpos] & 536870911L) << (33 - 29)); + out[61 + outpos] = ((in[31 + inpos] >>> 29) & 8589934591L); + out[62 + outpos] = (in[31 + inpos] >>> 62) + | ((in[32 + inpos] & 2147483647L) << (33 - 31)); + out[63 + outpos] = (in[32 + inpos] >>> 31); + } + + protected static void fastunpack34(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 17179869183L); + out[1 + outpos] = (in[inpos] >>> 34) + | ((in[1 + inpos] & 15L) << (34 - 4)); + out[2 + outpos] = ((in[1 + inpos] >>> 4) & 17179869183L); + out[3 + outpos] = (in[1 + inpos] >>> 38) + | ((in[2 + inpos] & 255L) << (34 - 8)); + out[4 + outpos] = ((in[2 + inpos] >>> 8) & 17179869183L); + out[5 + outpos] = (in[2 + inpos] >>> 42) + | ((in[3 + inpos] & 4095L) << (34 - 12)); + out[6 + outpos] = ((in[3 + inpos] >>> 12) & 17179869183L); + out[7 + outpos] = (in[3 + inpos] >>> 46) + | ((in[4 + inpos] & 65535L) << (34 - 16)); + out[8 + outpos] = ((in[4 + inpos] >>> 16) & 17179869183L); + out[9 + outpos] = (in[4 + inpos] >>> 50) + | ((in[5 + inpos] & 1048575L) << (34 - 20)); + out[10 + outpos] = ((in[5 + inpos] >>> 20) & 17179869183L); + out[11 + outpos] = (in[5 + inpos] >>> 54) + | ((in[6 + inpos] & 16777215L) << (34 - 24)); + out[12 + outpos] = ((in[6 + inpos] >>> 24) & 17179869183L); + out[13 + outpos] = (in[6 + inpos] >>> 58) + | ((in[7 + inpos] & 268435455L) << (34 - 28)); + out[14 + outpos] = ((in[7 + inpos] >>> 28) & 17179869183L); + out[15 + outpos] = (in[7 + inpos] >>> 62) + | ((in[8 + inpos] & 4294967295L) << (34 - 32)); + out[16 + outpos] = (in[8 + inpos] >>> 32) + | ((in[9 + inpos] & 3L) << (34 - 2)); + out[17 + outpos] = ((in[9 + inpos] >>> 2) & 17179869183L); + out[18 + outpos] = (in[9 + inpos] >>> 36) + | ((in[10 + inpos] & 63L) << (34 - 6)); + out[19 + outpos] = ((in[10 + inpos] >>> 6) & 17179869183L); + out[20 + outpos] = (in[10 + inpos] >>> 40) + | ((in[11 + inpos] & 1023L) << (34 - 10)); + out[21 + outpos] = ((in[11 + inpos] >>> 10) & 17179869183L); + out[22 + outpos] = (in[11 + inpos] >>> 44) + | ((in[12 + inpos] & 16383L) << (34 - 14)); + out[23 + outpos] = ((in[12 + inpos] >>> 14) & 17179869183L); + out[24 + outpos] = (in[12 + inpos] >>> 48) + | ((in[13 + inpos] & 262143L) << (34 - 18)); + out[25 + outpos] = ((in[13 + inpos] >>> 18) & 17179869183L); + out[26 + outpos] = (in[13 + inpos] >>> 52) + | ((in[14 + inpos] & 4194303L) << (34 - 22)); + out[27 + outpos] = ((in[14 + inpos] >>> 22) & 17179869183L); + out[28 + outpos] = (in[14 + inpos] >>> 56) + | ((in[15 + inpos] & 67108863L) << (34 - 26)); + out[29 + outpos] = ((in[15 + inpos] >>> 26) & 17179869183L); + out[30 + outpos] = (in[15 + inpos] >>> 60) + | ((in[16 + inpos] & 1073741823L) << (34 - 30)); + out[31 + outpos] = (in[16 + inpos] >>> 30); + out[32 + outpos] = (in[17 + inpos] & 17179869183L); + out[33 + outpos] = (in[17 + inpos] >>> 34) + | ((in[18 + inpos] & 15L) << (34 - 4)); + out[34 + outpos] = ((in[18 + inpos] >>> 4) & 17179869183L); + out[35 + outpos] = (in[18 + inpos] >>> 38) + | ((in[19 + inpos] & 255L) << (34 - 8)); + out[36 + outpos] = ((in[19 + inpos] >>> 8) & 17179869183L); + out[37 + outpos] = (in[19 + inpos] >>> 42) + | ((in[20 + inpos] & 4095L) << (34 - 12)); + out[38 + outpos] = ((in[20 + inpos] >>> 12) & 17179869183L); + out[39 + outpos] = (in[20 + inpos] >>> 46) + | ((in[21 + inpos] & 65535L) << (34 - 16)); + out[40 + outpos] = ((in[21 + inpos] >>> 16) & 17179869183L); + out[41 + outpos] = (in[21 + inpos] >>> 50) + | ((in[22 + inpos] & 1048575L) << (34 - 20)); + out[42 + outpos] = ((in[22 + inpos] >>> 20) & 17179869183L); + out[43 + outpos] = (in[22 + inpos] >>> 54) + | ((in[23 + inpos] & 16777215L) << (34 - 24)); + out[44 + outpos] = ((in[23 + inpos] >>> 24) & 17179869183L); + out[45 + outpos] = (in[23 + inpos] >>> 58) + | ((in[24 + inpos] & 268435455L) << (34 - 28)); + out[46 + outpos] = ((in[24 + inpos] >>> 28) & 17179869183L); + out[47 + outpos] = (in[24 + inpos] >>> 62) + | ((in[25 + inpos] & 4294967295L) << (34 - 32)); + out[48 + outpos] = (in[25 + inpos] >>> 32) + | ((in[26 + inpos] & 3L) << (34 - 2)); + out[49 + outpos] = ((in[26 + inpos] >>> 2) & 17179869183L); + out[50 + outpos] = (in[26 + inpos] >>> 36) + | ((in[27 + inpos] & 63L) << (34 - 6)); + out[51 + outpos] = ((in[27 + inpos] >>> 6) & 17179869183L); + out[52 + outpos] = (in[27 + inpos] >>> 40) + | ((in[28 + inpos] & 1023L) << (34 - 10)); + out[53 + outpos] = ((in[28 + inpos] >>> 10) & 17179869183L); + out[54 + outpos] = (in[28 + inpos] >>> 44) + | ((in[29 + inpos] & 16383L) << (34 - 14)); + out[55 + outpos] = ((in[29 + inpos] >>> 14) & 17179869183L); + out[56 + outpos] = (in[29 + inpos] >>> 48) + | ((in[30 + inpos] & 262143L) << (34 - 18)); + out[57 + outpos] = ((in[30 + inpos] >>> 18) & 17179869183L); + out[58 + outpos] = (in[30 + inpos] >>> 52) + | ((in[31 + inpos] & 4194303L) << (34 - 22)); + out[59 + outpos] = ((in[31 + inpos] >>> 22) & 17179869183L); + out[60 + outpos] = (in[31 + inpos] >>> 56) + | ((in[32 + inpos] & 67108863L) << (34 - 26)); + out[61 + outpos] = ((in[32 + inpos] >>> 26) & 17179869183L); + out[62 + outpos] = (in[32 + inpos] >>> 60) + | ((in[33 + inpos] & 1073741823L) << (34 - 30)); + out[63 + outpos] = (in[33 + inpos] >>> 30); + } + + protected static void fastunpack35(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 34359738367L); + out[1 + outpos] = (in[inpos] >>> 35) + | ((in[1 + inpos] & 63L) << (35 - 6)); + out[2 + outpos] = ((in[1 + inpos] >>> 6) & 34359738367L); + out[3 + outpos] = (in[1 + inpos] >>> 41) + | ((in[2 + inpos] & 4095L) << (35 - 12)); + out[4 + outpos] = ((in[2 + inpos] >>> 12) & 34359738367L); + out[5 + outpos] = (in[2 + inpos] >>> 47) + | ((in[3 + inpos] & 262143L) << (35 - 18)); + out[6 + outpos] = ((in[3 + inpos] >>> 18) & 34359738367L); + out[7 + outpos] = (in[3 + inpos] >>> 53) + | ((in[4 + inpos] & 16777215L) << (35 - 24)); + out[8 + outpos] = ((in[4 + inpos] >>> 24) & 34359738367L); + out[9 + outpos] = (in[4 + inpos] >>> 59) + | ((in[5 + inpos] & 1073741823L) << (35 - 30)); + out[10 + outpos] = (in[5 + inpos] >>> 30) + | ((in[6 + inpos] & 1L) << (35 - 1)); + out[11 + outpos] = ((in[6 + inpos] >>> 1) & 34359738367L); + out[12 + outpos] = (in[6 + inpos] >>> 36) + | ((in[7 + inpos] & 127L) << (35 - 7)); + out[13 + outpos] = ((in[7 + inpos] >>> 7) & 34359738367L); + out[14 + outpos] = (in[7 + inpos] >>> 42) + | ((in[8 + inpos] & 8191L) << (35 - 13)); + out[15 + outpos] = ((in[8 + inpos] >>> 13) & 34359738367L); + out[16 + outpos] = (in[8 + inpos] >>> 48) + | ((in[9 + inpos] & 524287L) << (35 - 19)); + out[17 + outpos] = ((in[9 + inpos] >>> 19) & 34359738367L); + out[18 + outpos] = (in[9 + inpos] >>> 54) + | ((in[10 + inpos] & 33554431L) << (35 - 25)); + out[19 + outpos] = ((in[10 + inpos] >>> 25) & 34359738367L); + out[20 + outpos] = (in[10 + inpos] >>> 60) + | ((in[11 + inpos] & 2147483647L) << (35 - 31)); + out[21 + outpos] = (in[11 + inpos] >>> 31) + | ((in[12 + inpos] & 3L) << (35 - 2)); + out[22 + outpos] = ((in[12 + inpos] >>> 2) & 34359738367L); + out[23 + outpos] = (in[12 + inpos] >>> 37) + | ((in[13 + inpos] & 255L) << (35 - 8)); + out[24 + outpos] = ((in[13 + inpos] >>> 8) & 34359738367L); + out[25 + outpos] = (in[13 + inpos] >>> 43) + | ((in[14 + inpos] & 16383L) << (35 - 14)); + out[26 + outpos] = ((in[14 + inpos] >>> 14) & 34359738367L); + out[27 + outpos] = (in[14 + inpos] >>> 49) + | ((in[15 + inpos] & 1048575L) << (35 - 20)); + out[28 + outpos] = ((in[15 + inpos] >>> 20) & 34359738367L); + out[29 + outpos] = (in[15 + inpos] >>> 55) + | ((in[16 + inpos] & 67108863L) << (35 - 26)); + out[30 + outpos] = ((in[16 + inpos] >>> 26) & 34359738367L); + out[31 + outpos] = (in[16 + inpos] >>> 61) + | ((in[17 + inpos] & 4294967295L) << (35 - 32)); + out[32 + outpos] = (in[17 + inpos] >>> 32) + | ((in[18 + inpos] & 7L) << (35 - 3)); + out[33 + outpos] = ((in[18 + inpos] >>> 3) & 34359738367L); + out[34 + outpos] = (in[18 + inpos] >>> 38) + | ((in[19 + inpos] & 511L) << (35 - 9)); + out[35 + outpos] = ((in[19 + inpos] >>> 9) & 34359738367L); + out[36 + outpos] = (in[19 + inpos] >>> 44) + | ((in[20 + inpos] & 32767L) << (35 - 15)); + out[37 + outpos] = ((in[20 + inpos] >>> 15) & 34359738367L); + out[38 + outpos] = (in[20 + inpos] >>> 50) + | ((in[21 + inpos] & 2097151L) << (35 - 21)); + out[39 + outpos] = ((in[21 + inpos] >>> 21) & 34359738367L); + out[40 + outpos] = (in[21 + inpos] >>> 56) + | ((in[22 + inpos] & 134217727L) << (35 - 27)); + out[41 + outpos] = ((in[22 + inpos] >>> 27) & 34359738367L); + out[42 + outpos] = (in[22 + inpos] >>> 62) + | ((in[23 + inpos] & 8589934591L) << (35 - 33)); + out[43 + outpos] = (in[23 + inpos] >>> 33) + | ((in[24 + inpos] & 15L) << (35 - 4)); + out[44 + outpos] = ((in[24 + inpos] >>> 4) & 34359738367L); + out[45 + outpos] = (in[24 + inpos] >>> 39) + | ((in[25 + inpos] & 1023L) << (35 - 10)); + out[46 + outpos] = ((in[25 + inpos] >>> 10) & 34359738367L); + out[47 + outpos] = (in[25 + inpos] >>> 45) + | ((in[26 + inpos] & 65535L) << (35 - 16)); + out[48 + outpos] = ((in[26 + inpos] >>> 16) & 34359738367L); + out[49 + outpos] = (in[26 + inpos] >>> 51) + | ((in[27 + inpos] & 4194303L) << (35 - 22)); + out[50 + outpos] = ((in[27 + inpos] >>> 22) & 34359738367L); + out[51 + outpos] = (in[27 + inpos] >>> 57) + | ((in[28 + inpos] & 268435455L) << (35 - 28)); + out[52 + outpos] = ((in[28 + inpos] >>> 28) & 34359738367L); + out[53 + outpos] = (in[28 + inpos] >>> 63) + | ((in[29 + inpos] & 17179869183L) << (35 - 34)); + out[54 + outpos] = (in[29 + inpos] >>> 34) + | ((in[30 + inpos] & 31L) << (35 - 5)); + out[55 + outpos] = ((in[30 + inpos] >>> 5) & 34359738367L); + out[56 + outpos] = (in[30 + inpos] >>> 40) + | ((in[31 + inpos] & 2047L) << (35 - 11)); + out[57 + outpos] = ((in[31 + inpos] >>> 11) & 34359738367L); + out[58 + outpos] = (in[31 + inpos] >>> 46) + | ((in[32 + inpos] & 131071L) << (35 - 17)); + out[59 + outpos] = ((in[32 + inpos] >>> 17) & 34359738367L); + out[60 + outpos] = (in[32 + inpos] >>> 52) + | ((in[33 + inpos] & 8388607L) << (35 - 23)); + out[61 + outpos] = ((in[33 + inpos] >>> 23) & 34359738367L); + out[62 + outpos] = (in[33 + inpos] >>> 58) + | ((in[34 + inpos] & 536870911L) << (35 - 29)); + out[63 + outpos] = (in[34 + inpos] >>> 29); + } + + protected static void fastunpack36(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 68719476735L); + out[1 + outpos] = (in[inpos] >>> 36) + | ((in[1 + inpos] & 255L) << (36 - 8)); + out[2 + outpos] = ((in[1 + inpos] >>> 8) & 68719476735L); + out[3 + outpos] = (in[1 + inpos] >>> 44) + | ((in[2 + inpos] & 65535L) << (36 - 16)); + out[4 + outpos] = ((in[2 + inpos] >>> 16) & 68719476735L); + out[5 + outpos] = (in[2 + inpos] >>> 52) + | ((in[3 + inpos] & 16777215L) << (36 - 24)); + out[6 + outpos] = ((in[3 + inpos] >>> 24) & 68719476735L); + out[7 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 4294967295L) << (36 - 32)); + out[8 + outpos] = (in[4 + inpos] >>> 32) + | ((in[5 + inpos] & 15L) << (36 - 4)); + out[9 + outpos] = ((in[5 + inpos] >>> 4) & 68719476735L); + out[10 + outpos] = (in[5 + inpos] >>> 40) + | ((in[6 + inpos] & 4095L) << (36 - 12)); + out[11 + outpos] = ((in[6 + inpos] >>> 12) & 68719476735L); + out[12 + outpos] = (in[6 + inpos] >>> 48) + | ((in[7 + inpos] & 1048575L) << (36 - 20)); + out[13 + outpos] = ((in[7 + inpos] >>> 20) & 68719476735L); + out[14 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 268435455L) << (36 - 28)); + out[15 + outpos] = (in[8 + inpos] >>> 28); + out[16 + outpos] = (in[9 + inpos] & 68719476735L); + out[17 + outpos] = (in[9 + inpos] >>> 36) + | ((in[10 + inpos] & 255L) << (36 - 8)); + out[18 + outpos] = ((in[10 + inpos] >>> 8) & 68719476735L); + out[19 + outpos] = (in[10 + inpos] >>> 44) + | ((in[11 + inpos] & 65535L) << (36 - 16)); + out[20 + outpos] = ((in[11 + inpos] >>> 16) & 68719476735L); + out[21 + outpos] = (in[11 + inpos] >>> 52) + | ((in[12 + inpos] & 16777215L) << (36 - 24)); + out[22 + outpos] = ((in[12 + inpos] >>> 24) & 68719476735L); + out[23 + outpos] = (in[12 + inpos] >>> 60) + | ((in[13 + inpos] & 4294967295L) << (36 - 32)); + out[24 + outpos] = (in[13 + inpos] >>> 32) + | ((in[14 + inpos] & 15L) << (36 - 4)); + out[25 + outpos] = ((in[14 + inpos] >>> 4) & 68719476735L); + out[26 + outpos] = (in[14 + inpos] >>> 40) + | ((in[15 + inpos] & 4095L) << (36 - 12)); + out[27 + outpos] = ((in[15 + inpos] >>> 12) & 68719476735L); + out[28 + outpos] = (in[15 + inpos] >>> 48) + | ((in[16 + inpos] & 1048575L) << (36 - 20)); + out[29 + outpos] = ((in[16 + inpos] >>> 20) & 68719476735L); + out[30 + outpos] = (in[16 + inpos] >>> 56) + | ((in[17 + inpos] & 268435455L) << (36 - 28)); + out[31 + outpos] = (in[17 + inpos] >>> 28); + out[32 + outpos] = (in[18 + inpos] & 68719476735L); + out[33 + outpos] = (in[18 + inpos] >>> 36) + | ((in[19 + inpos] & 255L) << (36 - 8)); + out[34 + outpos] = ((in[19 + inpos] >>> 8) & 68719476735L); + out[35 + outpos] = (in[19 + inpos] >>> 44) + | ((in[20 + inpos] & 65535L) << (36 - 16)); + out[36 + outpos] = ((in[20 + inpos] >>> 16) & 68719476735L); + out[37 + outpos] = (in[20 + inpos] >>> 52) + | ((in[21 + inpos] & 16777215L) << (36 - 24)); + out[38 + outpos] = ((in[21 + inpos] >>> 24) & 68719476735L); + out[39 + outpos] = (in[21 + inpos] >>> 60) + | ((in[22 + inpos] & 4294967295L) << (36 - 32)); + out[40 + outpos] = (in[22 + inpos] >>> 32) + | ((in[23 + inpos] & 15L) << (36 - 4)); + out[41 + outpos] = ((in[23 + inpos] >>> 4) & 68719476735L); + out[42 + outpos] = (in[23 + inpos] >>> 40) + | ((in[24 + inpos] & 4095L) << (36 - 12)); + out[43 + outpos] = ((in[24 + inpos] >>> 12) & 68719476735L); + out[44 + outpos] = (in[24 + inpos] >>> 48) + | ((in[25 + inpos] & 1048575L) << (36 - 20)); + out[45 + outpos] = ((in[25 + inpos] >>> 20) & 68719476735L); + out[46 + outpos] = (in[25 + inpos] >>> 56) + | ((in[26 + inpos] & 268435455L) << (36 - 28)); + out[47 + outpos] = (in[26 + inpos] >>> 28); + out[48 + outpos] = (in[27 + inpos] & 68719476735L); + out[49 + outpos] = (in[27 + inpos] >>> 36) + | ((in[28 + inpos] & 255L) << (36 - 8)); + out[50 + outpos] = ((in[28 + inpos] >>> 8) & 68719476735L); + out[51 + outpos] = (in[28 + inpos] >>> 44) + | ((in[29 + inpos] & 65535L) << (36 - 16)); + out[52 + outpos] = ((in[29 + inpos] >>> 16) & 68719476735L); + out[53 + outpos] = (in[29 + inpos] >>> 52) + | ((in[30 + inpos] & 16777215L) << (36 - 24)); + out[54 + outpos] = ((in[30 + inpos] >>> 24) & 68719476735L); + out[55 + outpos] = (in[30 + inpos] >>> 60) + | ((in[31 + inpos] & 4294967295L) << (36 - 32)); + out[56 + outpos] = (in[31 + inpos] >>> 32) + | ((in[32 + inpos] & 15L) << (36 - 4)); + out[57 + outpos] = ((in[32 + inpos] >>> 4) & 68719476735L); + out[58 + outpos] = (in[32 + inpos] >>> 40) + | ((in[33 + inpos] & 4095L) << (36 - 12)); + out[59 + outpos] = ((in[33 + inpos] >>> 12) & 68719476735L); + out[60 + outpos] = (in[33 + inpos] >>> 48) + | ((in[34 + inpos] & 1048575L) << (36 - 20)); + out[61 + outpos] = ((in[34 + inpos] >>> 20) & 68719476735L); + out[62 + outpos] = (in[34 + inpos] >>> 56) + | ((in[35 + inpos] & 268435455L) << (36 - 28)); + out[63 + outpos] = (in[35 + inpos] >>> 28); + } + + protected static void fastunpack37(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 137438953471L); + out[1 + outpos] = (in[inpos] >>> 37) + | ((in[1 + inpos] & 1023L) << (37 - 10)); + out[2 + outpos] = ((in[1 + inpos] >>> 10) & 137438953471L); + out[3 + outpos] = (in[1 + inpos] >>> 47) + | ((in[2 + inpos] & 1048575L) << (37 - 20)); + out[4 + outpos] = ((in[2 + inpos] >>> 20) & 137438953471L); + out[5 + outpos] = (in[2 + inpos] >>> 57) + | ((in[3 + inpos] & 1073741823L) << (37 - 30)); + out[6 + outpos] = (in[3 + inpos] >>> 30) + | ((in[4 + inpos] & 7L) << (37 - 3)); + out[7 + outpos] = ((in[4 + inpos] >>> 3) & 137438953471L); + out[8 + outpos] = (in[4 + inpos] >>> 40) + | ((in[5 + inpos] & 8191L) << (37 - 13)); + out[9 + outpos] = ((in[5 + inpos] >>> 13) & 137438953471L); + out[10 + outpos] = (in[5 + inpos] >>> 50) + | ((in[6 + inpos] & 8388607L) << (37 - 23)); + out[11 + outpos] = ((in[6 + inpos] >>> 23) & 137438953471L); + out[12 + outpos] = (in[6 + inpos] >>> 60) + | ((in[7 + inpos] & 8589934591L) << (37 - 33)); + out[13 + outpos] = (in[7 + inpos] >>> 33) + | ((in[8 + inpos] & 63L) << (37 - 6)); + out[14 + outpos] = ((in[8 + inpos] >>> 6) & 137438953471L); + out[15 + outpos] = (in[8 + inpos] >>> 43) + | ((in[9 + inpos] & 65535L) << (37 - 16)); + out[16 + outpos] = ((in[9 + inpos] >>> 16) & 137438953471L); + out[17 + outpos] = (in[9 + inpos] >>> 53) + | ((in[10 + inpos] & 67108863L) << (37 - 26)); + out[18 + outpos] = ((in[10 + inpos] >>> 26) & 137438953471L); + out[19 + outpos] = (in[10 + inpos] >>> 63) + | ((in[11 + inpos] & 68719476735L) << (37 - 36)); + out[20 + outpos] = (in[11 + inpos] >>> 36) + | ((in[12 + inpos] & 511L) << (37 - 9)); + out[21 + outpos] = ((in[12 + inpos] >>> 9) & 137438953471L); + out[22 + outpos] = (in[12 + inpos] >>> 46) + | ((in[13 + inpos] & 524287L) << (37 - 19)); + out[23 + outpos] = ((in[13 + inpos] >>> 19) & 137438953471L); + out[24 + outpos] = (in[13 + inpos] >>> 56) + | ((in[14 + inpos] & 536870911L) << (37 - 29)); + out[25 + outpos] = (in[14 + inpos] >>> 29) + | ((in[15 + inpos] & 3L) << (37 - 2)); + out[26 + outpos] = ((in[15 + inpos] >>> 2) & 137438953471L); + out[27 + outpos] = (in[15 + inpos] >>> 39) + | ((in[16 + inpos] & 4095L) << (37 - 12)); + out[28 + outpos] = ((in[16 + inpos] >>> 12) & 137438953471L); + out[29 + outpos] = (in[16 + inpos] >>> 49) + | ((in[17 + inpos] & 4194303L) << (37 - 22)); + out[30 + outpos] = ((in[17 + inpos] >>> 22) & 137438953471L); + out[31 + outpos] = (in[17 + inpos] >>> 59) + | ((in[18 + inpos] & 4294967295L) << (37 - 32)); + out[32 + outpos] = (in[18 + inpos] >>> 32) + | ((in[19 + inpos] & 31L) << (37 - 5)); + out[33 + outpos] = ((in[19 + inpos] >>> 5) & 137438953471L); + out[34 + outpos] = (in[19 + inpos] >>> 42) + | ((in[20 + inpos] & 32767L) << (37 - 15)); + out[35 + outpos] = ((in[20 + inpos] >>> 15) & 137438953471L); + out[36 + outpos] = (in[20 + inpos] >>> 52) + | ((in[21 + inpos] & 33554431L) << (37 - 25)); + out[37 + outpos] = ((in[21 + inpos] >>> 25) & 137438953471L); + out[38 + outpos] = (in[21 + inpos] >>> 62) + | ((in[22 + inpos] & 34359738367L) << (37 - 35)); + out[39 + outpos] = (in[22 + inpos] >>> 35) + | ((in[23 + inpos] & 255L) << (37 - 8)); + out[40 + outpos] = ((in[23 + inpos] >>> 8) & 137438953471L); + out[41 + outpos] = (in[23 + inpos] >>> 45) + | ((in[24 + inpos] & 262143L) << (37 - 18)); + out[42 + outpos] = ((in[24 + inpos] >>> 18) & 137438953471L); + out[43 + outpos] = (in[24 + inpos] >>> 55) + | ((in[25 + inpos] & 268435455L) << (37 - 28)); + out[44 + outpos] = (in[25 + inpos] >>> 28) + | ((in[26 + inpos] & 1L) << (37 - 1)); + out[45 + outpos] = ((in[26 + inpos] >>> 1) & 137438953471L); + out[46 + outpos] = (in[26 + inpos] >>> 38) + | ((in[27 + inpos] & 2047L) << (37 - 11)); + out[47 + outpos] = ((in[27 + inpos] >>> 11) & 137438953471L); + out[48 + outpos] = (in[27 + inpos] >>> 48) + | ((in[28 + inpos] & 2097151L) << (37 - 21)); + out[49 + outpos] = ((in[28 + inpos] >>> 21) & 137438953471L); + out[50 + outpos] = (in[28 + inpos] >>> 58) + | ((in[29 + inpos] & 2147483647L) << (37 - 31)); + out[51 + outpos] = (in[29 + inpos] >>> 31) + | ((in[30 + inpos] & 15L) << (37 - 4)); + out[52 + outpos] = ((in[30 + inpos] >>> 4) & 137438953471L); + out[53 + outpos] = (in[30 + inpos] >>> 41) + | ((in[31 + inpos] & 16383L) << (37 - 14)); + out[54 + outpos] = ((in[31 + inpos] >>> 14) & 137438953471L); + out[55 + outpos] = (in[31 + inpos] >>> 51) + | ((in[32 + inpos] & 16777215L) << (37 - 24)); + out[56 + outpos] = ((in[32 + inpos] >>> 24) & 137438953471L); + out[57 + outpos] = (in[32 + inpos] >>> 61) + | ((in[33 + inpos] & 17179869183L) << (37 - 34)); + out[58 + outpos] = (in[33 + inpos] >>> 34) + | ((in[34 + inpos] & 127L) << (37 - 7)); + out[59 + outpos] = ((in[34 + inpos] >>> 7) & 137438953471L); + out[60 + outpos] = (in[34 + inpos] >>> 44) + | ((in[35 + inpos] & 131071L) << (37 - 17)); + out[61 + outpos] = ((in[35 + inpos] >>> 17) & 137438953471L); + out[62 + outpos] = (in[35 + inpos] >>> 54) + | ((in[36 + inpos] & 134217727L) << (37 - 27)); + out[63 + outpos] = (in[36 + inpos] >>> 27); + } + + protected static void fastunpack38(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 274877906943L); + out[1 + outpos] = (in[inpos] >>> 38) + | ((in[1 + inpos] & 4095L) << (38 - 12)); + out[2 + outpos] = ((in[1 + inpos] >>> 12) & 274877906943L); + out[3 + outpos] = (in[1 + inpos] >>> 50) + | ((in[2 + inpos] & 16777215L) << (38 - 24)); + out[4 + outpos] = ((in[2 + inpos] >>> 24) & 274877906943L); + out[5 + outpos] = (in[2 + inpos] >>> 62) + | ((in[3 + inpos] & 68719476735L) << (38 - 36)); + out[6 + outpos] = (in[3 + inpos] >>> 36) + | ((in[4 + inpos] & 1023L) << (38 - 10)); + out[7 + outpos] = ((in[4 + inpos] >>> 10) & 274877906943L); + out[8 + outpos] = (in[4 + inpos] >>> 48) + | ((in[5 + inpos] & 4194303L) << (38 - 22)); + out[9 + outpos] = ((in[5 + inpos] >>> 22) & 274877906943L); + out[10 + outpos] = (in[5 + inpos] >>> 60) + | ((in[6 + inpos] & 17179869183L) << (38 - 34)); + out[11 + outpos] = (in[6 + inpos] >>> 34) + | ((in[7 + inpos] & 255L) << (38 - 8)); + out[12 + outpos] = ((in[7 + inpos] >>> 8) & 274877906943L); + out[13 + outpos] = (in[7 + inpos] >>> 46) + | ((in[8 + inpos] & 1048575L) << (38 - 20)); + out[14 + outpos] = ((in[8 + inpos] >>> 20) & 274877906943L); + out[15 + outpos] = (in[8 + inpos] >>> 58) + | ((in[9 + inpos] & 4294967295L) << (38 - 32)); + out[16 + outpos] = (in[9 + inpos] >>> 32) + | ((in[10 + inpos] & 63L) << (38 - 6)); + out[17 + outpos] = ((in[10 + inpos] >>> 6) & 274877906943L); + out[18 + outpos] = (in[10 + inpos] >>> 44) + | ((in[11 + inpos] & 262143L) << (38 - 18)); + out[19 + outpos] = ((in[11 + inpos] >>> 18) & 274877906943L); + out[20 + outpos] = (in[11 + inpos] >>> 56) + | ((in[12 + inpos] & 1073741823L) << (38 - 30)); + out[21 + outpos] = (in[12 + inpos] >>> 30) + | ((in[13 + inpos] & 15L) << (38 - 4)); + out[22 + outpos] = ((in[13 + inpos] >>> 4) & 274877906943L); + out[23 + outpos] = (in[13 + inpos] >>> 42) + | ((in[14 + inpos] & 65535L) << (38 - 16)); + out[24 + outpos] = ((in[14 + inpos] >>> 16) & 274877906943L); + out[25 + outpos] = (in[14 + inpos] >>> 54) + | ((in[15 + inpos] & 268435455L) << (38 - 28)); + out[26 + outpos] = (in[15 + inpos] >>> 28) + | ((in[16 + inpos] & 3L) << (38 - 2)); + out[27 + outpos] = ((in[16 + inpos] >>> 2) & 274877906943L); + out[28 + outpos] = (in[16 + inpos] >>> 40) + | ((in[17 + inpos] & 16383L) << (38 - 14)); + out[29 + outpos] = ((in[17 + inpos] >>> 14) & 274877906943L); + out[30 + outpos] = (in[17 + inpos] >>> 52) + | ((in[18 + inpos] & 67108863L) << (38 - 26)); + out[31 + outpos] = (in[18 + inpos] >>> 26); + out[32 + outpos] = (in[19 + inpos] & 274877906943L); + out[33 + outpos] = (in[19 + inpos] >>> 38) + | ((in[20 + inpos] & 4095L) << (38 - 12)); + out[34 + outpos] = ((in[20 + inpos] >>> 12) & 274877906943L); + out[35 + outpos] = (in[20 + inpos] >>> 50) + | ((in[21 + inpos] & 16777215L) << (38 - 24)); + out[36 + outpos] = ((in[21 + inpos] >>> 24) & 274877906943L); + out[37 + outpos] = (in[21 + inpos] >>> 62) + | ((in[22 + inpos] & 68719476735L) << (38 - 36)); + out[38 + outpos] = (in[22 + inpos] >>> 36) + | ((in[23 + inpos] & 1023L) << (38 - 10)); + out[39 + outpos] = ((in[23 + inpos] >>> 10) & 274877906943L); + out[40 + outpos] = (in[23 + inpos] >>> 48) + | ((in[24 + inpos] & 4194303L) << (38 - 22)); + out[41 + outpos] = ((in[24 + inpos] >>> 22) & 274877906943L); + out[42 + outpos] = (in[24 + inpos] >>> 60) + | ((in[25 + inpos] & 17179869183L) << (38 - 34)); + out[43 + outpos] = (in[25 + inpos] >>> 34) + | ((in[26 + inpos] & 255L) << (38 - 8)); + out[44 + outpos] = ((in[26 + inpos] >>> 8) & 274877906943L); + out[45 + outpos] = (in[26 + inpos] >>> 46) + | ((in[27 + inpos] & 1048575L) << (38 - 20)); + out[46 + outpos] = ((in[27 + inpos] >>> 20) & 274877906943L); + out[47 + outpos] = (in[27 + inpos] >>> 58) + | ((in[28 + inpos] & 4294967295L) << (38 - 32)); + out[48 + outpos] = (in[28 + inpos] >>> 32) + | ((in[29 + inpos] & 63L) << (38 - 6)); + out[49 + outpos] = ((in[29 + inpos] >>> 6) & 274877906943L); + out[50 + outpos] = (in[29 + inpos] >>> 44) + | ((in[30 + inpos] & 262143L) << (38 - 18)); + out[51 + outpos] = ((in[30 + inpos] >>> 18) & 274877906943L); + out[52 + outpos] = (in[30 + inpos] >>> 56) + | ((in[31 + inpos] & 1073741823L) << (38 - 30)); + out[53 + outpos] = (in[31 + inpos] >>> 30) + | ((in[32 + inpos] & 15L) << (38 - 4)); + out[54 + outpos] = ((in[32 + inpos] >>> 4) & 274877906943L); + out[55 + outpos] = (in[32 + inpos] >>> 42) + | ((in[33 + inpos] & 65535L) << (38 - 16)); + out[56 + outpos] = ((in[33 + inpos] >>> 16) & 274877906943L); + out[57 + outpos] = (in[33 + inpos] >>> 54) + | ((in[34 + inpos] & 268435455L) << (38 - 28)); + out[58 + outpos] = (in[34 + inpos] >>> 28) + | ((in[35 + inpos] & 3L) << (38 - 2)); + out[59 + outpos] = ((in[35 + inpos] >>> 2) & 274877906943L); + out[60 + outpos] = (in[35 + inpos] >>> 40) + | ((in[36 + inpos] & 16383L) << (38 - 14)); + out[61 + outpos] = ((in[36 + inpos] >>> 14) & 274877906943L); + out[62 + outpos] = (in[36 + inpos] >>> 52) + | ((in[37 + inpos] & 67108863L) << (38 - 26)); + out[63 + outpos] = (in[37 + inpos] >>> 26); + } + + protected static void fastunpack39(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 549755813887L); + out[1 + outpos] = (in[inpos] >>> 39) + | ((in[1 + inpos] & 16383L) << (39 - 14)); + out[2 + outpos] = ((in[1 + inpos] >>> 14) & 549755813887L); + out[3 + outpos] = (in[1 + inpos] >>> 53) + | ((in[2 + inpos] & 268435455L) << (39 - 28)); + out[4 + outpos] = (in[2 + inpos] >>> 28) + | ((in[3 + inpos] & 7L) << (39 - 3)); + out[5 + outpos] = ((in[3 + inpos] >>> 3) & 549755813887L); + out[6 + outpos] = (in[3 + inpos] >>> 42) + | ((in[4 + inpos] & 131071L) << (39 - 17)); + out[7 + outpos] = ((in[4 + inpos] >>> 17) & 549755813887L); + out[8 + outpos] = (in[4 + inpos] >>> 56) + | ((in[5 + inpos] & 2147483647L) << (39 - 31)); + out[9 + outpos] = (in[5 + inpos] >>> 31) + | ((in[6 + inpos] & 63L) << (39 - 6)); + out[10 + outpos] = ((in[6 + inpos] >>> 6) & 549755813887L); + out[11 + outpos] = (in[6 + inpos] >>> 45) + | ((in[7 + inpos] & 1048575L) << (39 - 20)); + out[12 + outpos] = ((in[7 + inpos] >>> 20) & 549755813887L); + out[13 + outpos] = (in[7 + inpos] >>> 59) + | ((in[8 + inpos] & 17179869183L) << (39 - 34)); + out[14 + outpos] = (in[8 + inpos] >>> 34) + | ((in[9 + inpos] & 511L) << (39 - 9)); + out[15 + outpos] = ((in[9 + inpos] >>> 9) & 549755813887L); + out[16 + outpos] = (in[9 + inpos] >>> 48) + | ((in[10 + inpos] & 8388607L) << (39 - 23)); + out[17 + outpos] = ((in[10 + inpos] >>> 23) & 549755813887L); + out[18 + outpos] = (in[10 + inpos] >>> 62) + | ((in[11 + inpos] & 137438953471L) << (39 - 37)); + out[19 + outpos] = (in[11 + inpos] >>> 37) + | ((in[12 + inpos] & 4095L) << (39 - 12)); + out[20 + outpos] = ((in[12 + inpos] >>> 12) & 549755813887L); + out[21 + outpos] = (in[12 + inpos] >>> 51) + | ((in[13 + inpos] & 67108863L) << (39 - 26)); + out[22 + outpos] = (in[13 + inpos] >>> 26) + | ((in[14 + inpos] & 1L) << (39 - 1)); + out[23 + outpos] = ((in[14 + inpos] >>> 1) & 549755813887L); + out[24 + outpos] = (in[14 + inpos] >>> 40) + | ((in[15 + inpos] & 32767L) << (39 - 15)); + out[25 + outpos] = ((in[15 + inpos] >>> 15) & 549755813887L); + out[26 + outpos] = (in[15 + inpos] >>> 54) + | ((in[16 + inpos] & 536870911L) << (39 - 29)); + out[27 + outpos] = (in[16 + inpos] >>> 29) + | ((in[17 + inpos] & 15L) << (39 - 4)); + out[28 + outpos] = ((in[17 + inpos] >>> 4) & 549755813887L); + out[29 + outpos] = (in[17 + inpos] >>> 43) + | ((in[18 + inpos] & 262143L) << (39 - 18)); + out[30 + outpos] = ((in[18 + inpos] >>> 18) & 549755813887L); + out[31 + outpos] = (in[18 + inpos] >>> 57) + | ((in[19 + inpos] & 4294967295L) << (39 - 32)); + out[32 + outpos] = (in[19 + inpos] >>> 32) + | ((in[20 + inpos] & 127L) << (39 - 7)); + out[33 + outpos] = ((in[20 + inpos] >>> 7) & 549755813887L); + out[34 + outpos] = (in[20 + inpos] >>> 46) + | ((in[21 + inpos] & 2097151L) << (39 - 21)); + out[35 + outpos] = ((in[21 + inpos] >>> 21) & 549755813887L); + out[36 + outpos] = (in[21 + inpos] >>> 60) + | ((in[22 + inpos] & 34359738367L) << (39 - 35)); + out[37 + outpos] = (in[22 + inpos] >>> 35) + | ((in[23 + inpos] & 1023L) << (39 - 10)); + out[38 + outpos] = ((in[23 + inpos] >>> 10) & 549755813887L); + out[39 + outpos] = (in[23 + inpos] >>> 49) + | ((in[24 + inpos] & 16777215L) << (39 - 24)); + out[40 + outpos] = ((in[24 + inpos] >>> 24) & 549755813887L); + out[41 + outpos] = (in[24 + inpos] >>> 63) + | ((in[25 + inpos] & 274877906943L) << (39 - 38)); + out[42 + outpos] = (in[25 + inpos] >>> 38) + | ((in[26 + inpos] & 8191L) << (39 - 13)); + out[43 + outpos] = ((in[26 + inpos] >>> 13) & 549755813887L); + out[44 + outpos] = (in[26 + inpos] >>> 52) + | ((in[27 + inpos] & 134217727L) << (39 - 27)); + out[45 + outpos] = (in[27 + inpos] >>> 27) + | ((in[28 + inpos] & 3L) << (39 - 2)); + out[46 + outpos] = ((in[28 + inpos] >>> 2) & 549755813887L); + out[47 + outpos] = (in[28 + inpos] >>> 41) + | ((in[29 + inpos] & 65535L) << (39 - 16)); + out[48 + outpos] = ((in[29 + inpos] >>> 16) & 549755813887L); + out[49 + outpos] = (in[29 + inpos] >>> 55) + | ((in[30 + inpos] & 1073741823L) << (39 - 30)); + out[50 + outpos] = (in[30 + inpos] >>> 30) + | ((in[31 + inpos] & 31L) << (39 - 5)); + out[51 + outpos] = ((in[31 + inpos] >>> 5) & 549755813887L); + out[52 + outpos] = (in[31 + inpos] >>> 44) + | ((in[32 + inpos] & 524287L) << (39 - 19)); + out[53 + outpos] = ((in[32 + inpos] >>> 19) & 549755813887L); + out[54 + outpos] = (in[32 + inpos] >>> 58) + | ((in[33 + inpos] & 8589934591L) << (39 - 33)); + out[55 + outpos] = (in[33 + inpos] >>> 33) + | ((in[34 + inpos] & 255L) << (39 - 8)); + out[56 + outpos] = ((in[34 + inpos] >>> 8) & 549755813887L); + out[57 + outpos] = (in[34 + inpos] >>> 47) + | ((in[35 + inpos] & 4194303L) << (39 - 22)); + out[58 + outpos] = ((in[35 + inpos] >>> 22) & 549755813887L); + out[59 + outpos] = (in[35 + inpos] >>> 61) + | ((in[36 + inpos] & 68719476735L) << (39 - 36)); + out[60 + outpos] = (in[36 + inpos] >>> 36) + | ((in[37 + inpos] & 2047L) << (39 - 11)); + out[61 + outpos] = ((in[37 + inpos] >>> 11) & 549755813887L); + out[62 + outpos] = (in[37 + inpos] >>> 50) + | ((in[38 + inpos] & 33554431L) << (39 - 25)); + out[63 + outpos] = (in[38 + inpos] >>> 25); + } + + protected static void fastunpack40(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 1099511627775L); + out[1 + outpos] = (in[inpos] >>> 40) + | ((in[1 + inpos] & 65535L) << (40 - 16)); + out[2 + outpos] = ((in[1 + inpos] >>> 16) & 1099511627775L); + out[3 + outpos] = (in[1 + inpos] >>> 56) + | ((in[2 + inpos] & 4294967295L) << (40 - 32)); + out[4 + outpos] = (in[2 + inpos] >>> 32) + | ((in[3 + inpos] & 255L) << (40 - 8)); + out[5 + outpos] = ((in[3 + inpos] >>> 8) & 1099511627775L); + out[6 + outpos] = (in[3 + inpos] >>> 48) + | ((in[4 + inpos] & 16777215L) << (40 - 24)); + out[7 + outpos] = (in[4 + inpos] >>> 24); + out[8 + outpos] = (in[5 + inpos] & 1099511627775L); + out[9 + outpos] = (in[5 + inpos] >>> 40) + | ((in[6 + inpos] & 65535L) << (40 - 16)); + out[10 + outpos] = ((in[6 + inpos] >>> 16) & 1099511627775L); + out[11 + outpos] = (in[6 + inpos] >>> 56) + | ((in[7 + inpos] & 4294967295L) << (40 - 32)); + out[12 + outpos] = (in[7 + inpos] >>> 32) + | ((in[8 + inpos] & 255L) << (40 - 8)); + out[13 + outpos] = ((in[8 + inpos] >>> 8) & 1099511627775L); + out[14 + outpos] = (in[8 + inpos] >>> 48) + | ((in[9 + inpos] & 16777215L) << (40 - 24)); + out[15 + outpos] = (in[9 + inpos] >>> 24); + out[16 + outpos] = (in[10 + inpos] & 1099511627775L); + out[17 + outpos] = (in[10 + inpos] >>> 40) + | ((in[11 + inpos] & 65535L) << (40 - 16)); + out[18 + outpos] = ((in[11 + inpos] >>> 16) & 1099511627775L); + out[19 + outpos] = (in[11 + inpos] >>> 56) + | ((in[12 + inpos] & 4294967295L) << (40 - 32)); + out[20 + outpos] = (in[12 + inpos] >>> 32) + | ((in[13 + inpos] & 255L) << (40 - 8)); + out[21 + outpos] = ((in[13 + inpos] >>> 8) & 1099511627775L); + out[22 + outpos] = (in[13 + inpos] >>> 48) + | ((in[14 + inpos] & 16777215L) << (40 - 24)); + out[23 + outpos] = (in[14 + inpos] >>> 24); + out[24 + outpos] = (in[15 + inpos] & 1099511627775L); + out[25 + outpos] = (in[15 + inpos] >>> 40) + | ((in[16 + inpos] & 65535L) << (40 - 16)); + out[26 + outpos] = ((in[16 + inpos] >>> 16) & 1099511627775L); + out[27 + outpos] = (in[16 + inpos] >>> 56) + | ((in[17 + inpos] & 4294967295L) << (40 - 32)); + out[28 + outpos] = (in[17 + inpos] >>> 32) + | ((in[18 + inpos] & 255L) << (40 - 8)); + out[29 + outpos] = ((in[18 + inpos] >>> 8) & 1099511627775L); + out[30 + outpos] = (in[18 + inpos] >>> 48) + | ((in[19 + inpos] & 16777215L) << (40 - 24)); + out[31 + outpos] = (in[19 + inpos] >>> 24); + out[32 + outpos] = (in[20 + inpos] & 1099511627775L); + out[33 + outpos] = (in[20 + inpos] >>> 40) + | ((in[21 + inpos] & 65535L) << (40 - 16)); + out[34 + outpos] = ((in[21 + inpos] >>> 16) & 1099511627775L); + out[35 + outpos] = (in[21 + inpos] >>> 56) + | ((in[22 + inpos] & 4294967295L) << (40 - 32)); + out[36 + outpos] = (in[22 + inpos] >>> 32) + | ((in[23 + inpos] & 255L) << (40 - 8)); + out[37 + outpos] = ((in[23 + inpos] >>> 8) & 1099511627775L); + out[38 + outpos] = (in[23 + inpos] >>> 48) + | ((in[24 + inpos] & 16777215L) << (40 - 24)); + out[39 + outpos] = (in[24 + inpos] >>> 24); + out[40 + outpos] = (in[25 + inpos] & 1099511627775L); + out[41 + outpos] = (in[25 + inpos] >>> 40) + | ((in[26 + inpos] & 65535L) << (40 - 16)); + out[42 + outpos] = ((in[26 + inpos] >>> 16) & 1099511627775L); + out[43 + outpos] = (in[26 + inpos] >>> 56) + | ((in[27 + inpos] & 4294967295L) << (40 - 32)); + out[44 + outpos] = (in[27 + inpos] >>> 32) + | ((in[28 + inpos] & 255L) << (40 - 8)); + out[45 + outpos] = ((in[28 + inpos] >>> 8) & 1099511627775L); + out[46 + outpos] = (in[28 + inpos] >>> 48) + | ((in[29 + inpos] & 16777215L) << (40 - 24)); + out[47 + outpos] = (in[29 + inpos] >>> 24); + out[48 + outpos] = (in[30 + inpos] & 1099511627775L); + out[49 + outpos] = (in[30 + inpos] >>> 40) + | ((in[31 + inpos] & 65535L) << (40 - 16)); + out[50 + outpos] = ((in[31 + inpos] >>> 16) & 1099511627775L); + out[51 + outpos] = (in[31 + inpos] >>> 56) + | ((in[32 + inpos] & 4294967295L) << (40 - 32)); + out[52 + outpos] = (in[32 + inpos] >>> 32) + | ((in[33 + inpos] & 255L) << (40 - 8)); + out[53 + outpos] = ((in[33 + inpos] >>> 8) & 1099511627775L); + out[54 + outpos] = (in[33 + inpos] >>> 48) + | ((in[34 + inpos] & 16777215L) << (40 - 24)); + out[55 + outpos] = (in[34 + inpos] >>> 24); + out[56 + outpos] = (in[35 + inpos] & 1099511627775L); + out[57 + outpos] = (in[35 + inpos] >>> 40) + | ((in[36 + inpos] & 65535L) << (40 - 16)); + out[58 + outpos] = ((in[36 + inpos] >>> 16) & 1099511627775L); + out[59 + outpos] = (in[36 + inpos] >>> 56) + | ((in[37 + inpos] & 4294967295L) << (40 - 32)); + out[60 + outpos] = (in[37 + inpos] >>> 32) + | ((in[38 + inpos] & 255L) << (40 - 8)); + out[61 + outpos] = ((in[38 + inpos] >>> 8) & 1099511627775L); + out[62 + outpos] = (in[38 + inpos] >>> 48) + | ((in[39 + inpos] & 16777215L) << (40 - 24)); + out[63 + outpos] = (in[39 + inpos] >>> 24); + } + + protected static void fastunpack41(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 2199023255551L); + out[1 + outpos] = (in[inpos] >>> 41) + | ((in[1 + inpos] & 262143L) << (41 - 18)); + out[2 + outpos] = ((in[1 + inpos] >>> 18) & 2199023255551L); + out[3 + outpos] = (in[1 + inpos] >>> 59) + | ((in[2 + inpos] & 68719476735L) << (41 - 36)); + out[4 + outpos] = (in[2 + inpos] >>> 36) + | ((in[3 + inpos] & 8191L) << (41 - 13)); + out[5 + outpos] = ((in[3 + inpos] >>> 13) & 2199023255551L); + out[6 + outpos] = (in[3 + inpos] >>> 54) + | ((in[4 + inpos] & 2147483647L) << (41 - 31)); + out[7 + outpos] = (in[4 + inpos] >>> 31) + | ((in[5 + inpos] & 255L) << (41 - 8)); + out[8 + outpos] = ((in[5 + inpos] >>> 8) & 2199023255551L); + out[9 + outpos] = (in[5 + inpos] >>> 49) + | ((in[6 + inpos] & 67108863L) << (41 - 26)); + out[10 + outpos] = (in[6 + inpos] >>> 26) + | ((in[7 + inpos] & 7L) << (41 - 3)); + out[11 + outpos] = ((in[7 + inpos] >>> 3) & 2199023255551L); + out[12 + outpos] = (in[7 + inpos] >>> 44) + | ((in[8 + inpos] & 2097151L) << (41 - 21)); + out[13 + outpos] = ((in[8 + inpos] >>> 21) & 2199023255551L); + out[14 + outpos] = (in[8 + inpos] >>> 62) + | ((in[9 + inpos] & 549755813887L) << (41 - 39)); + out[15 + outpos] = (in[9 + inpos] >>> 39) + | ((in[10 + inpos] & 65535L) << (41 - 16)); + out[16 + outpos] = ((in[10 + inpos] >>> 16) & 2199023255551L); + out[17 + outpos] = (in[10 + inpos] >>> 57) + | ((in[11 + inpos] & 17179869183L) << (41 - 34)); + out[18 + outpos] = (in[11 + inpos] >>> 34) + | ((in[12 + inpos] & 2047L) << (41 - 11)); + out[19 + outpos] = ((in[12 + inpos] >>> 11) & 2199023255551L); + out[20 + outpos] = (in[12 + inpos] >>> 52) + | ((in[13 + inpos] & 536870911L) << (41 - 29)); + out[21 + outpos] = (in[13 + inpos] >>> 29) + | ((in[14 + inpos] & 63L) << (41 - 6)); + out[22 + outpos] = ((in[14 + inpos] >>> 6) & 2199023255551L); + out[23 + outpos] = (in[14 + inpos] >>> 47) + | ((in[15 + inpos] & 16777215L) << (41 - 24)); + out[24 + outpos] = (in[15 + inpos] >>> 24) + | ((in[16 + inpos] & 1L) << (41 - 1)); + out[25 + outpos] = ((in[16 + inpos] >>> 1) & 2199023255551L); + out[26 + outpos] = (in[16 + inpos] >>> 42) + | ((in[17 + inpos] & 524287L) << (41 - 19)); + out[27 + outpos] = ((in[17 + inpos] >>> 19) & 2199023255551L); + out[28 + outpos] = (in[17 + inpos] >>> 60) + | ((in[18 + inpos] & 137438953471L) << (41 - 37)); + out[29 + outpos] = (in[18 + inpos] >>> 37) + | ((in[19 + inpos] & 16383L) << (41 - 14)); + out[30 + outpos] = ((in[19 + inpos] >>> 14) & 2199023255551L); + out[31 + outpos] = (in[19 + inpos] >>> 55) + | ((in[20 + inpos] & 4294967295L) << (41 - 32)); + out[32 + outpos] = (in[20 + inpos] >>> 32) + | ((in[21 + inpos] & 511L) << (41 - 9)); + out[33 + outpos] = ((in[21 + inpos] >>> 9) & 2199023255551L); + out[34 + outpos] = (in[21 + inpos] >>> 50) + | ((in[22 + inpos] & 134217727L) << (41 - 27)); + out[35 + outpos] = (in[22 + inpos] >>> 27) + | ((in[23 + inpos] & 15L) << (41 - 4)); + out[36 + outpos] = ((in[23 + inpos] >>> 4) & 2199023255551L); + out[37 + outpos] = (in[23 + inpos] >>> 45) + | ((in[24 + inpos] & 4194303L) << (41 - 22)); + out[38 + outpos] = ((in[24 + inpos] >>> 22) & 2199023255551L); + out[39 + outpos] = (in[24 + inpos] >>> 63) + | ((in[25 + inpos] & 1099511627775L) << (41 - 40)); + out[40 + outpos] = (in[25 + inpos] >>> 40) + | ((in[26 + inpos] & 131071L) << (41 - 17)); + out[41 + outpos] = ((in[26 + inpos] >>> 17) & 2199023255551L); + out[42 + outpos] = (in[26 + inpos] >>> 58) + | ((in[27 + inpos] & 34359738367L) << (41 - 35)); + out[43 + outpos] = (in[27 + inpos] >>> 35) + | ((in[28 + inpos] & 4095L) << (41 - 12)); + out[44 + outpos] = ((in[28 + inpos] >>> 12) & 2199023255551L); + out[45 + outpos] = (in[28 + inpos] >>> 53) + | ((in[29 + inpos] & 1073741823L) << (41 - 30)); + out[46 + outpos] = (in[29 + inpos] >>> 30) + | ((in[30 + inpos] & 127L) << (41 - 7)); + out[47 + outpos] = ((in[30 + inpos] >>> 7) & 2199023255551L); + out[48 + outpos] = (in[30 + inpos] >>> 48) + | ((in[31 + inpos] & 33554431L) << (41 - 25)); + out[49 + outpos] = (in[31 + inpos] >>> 25) + | ((in[32 + inpos] & 3L) << (41 - 2)); + out[50 + outpos] = ((in[32 + inpos] >>> 2) & 2199023255551L); + out[51 + outpos] = (in[32 + inpos] >>> 43) + | ((in[33 + inpos] & 1048575L) << (41 - 20)); + out[52 + outpos] = ((in[33 + inpos] >>> 20) & 2199023255551L); + out[53 + outpos] = (in[33 + inpos] >>> 61) + | ((in[34 + inpos] & 274877906943L) << (41 - 38)); + out[54 + outpos] = (in[34 + inpos] >>> 38) + | ((in[35 + inpos] & 32767L) << (41 - 15)); + out[55 + outpos] = ((in[35 + inpos] >>> 15) & 2199023255551L); + out[56 + outpos] = (in[35 + inpos] >>> 56) + | ((in[36 + inpos] & 8589934591L) << (41 - 33)); + out[57 + outpos] = (in[36 + inpos] >>> 33) + | ((in[37 + inpos] & 1023L) << (41 - 10)); + out[58 + outpos] = ((in[37 + inpos] >>> 10) & 2199023255551L); + out[59 + outpos] = (in[37 + inpos] >>> 51) + | ((in[38 + inpos] & 268435455L) << (41 - 28)); + out[60 + outpos] = (in[38 + inpos] >>> 28) + | ((in[39 + inpos] & 31L) << (41 - 5)); + out[61 + outpos] = ((in[39 + inpos] >>> 5) & 2199023255551L); + out[62 + outpos] = (in[39 + inpos] >>> 46) + | ((in[40 + inpos] & 8388607L) << (41 - 23)); + out[63 + outpos] = (in[40 + inpos] >>> 23); + } + + protected static void fastunpack42(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 4398046511103L); + out[1 + outpos] = (in[inpos] >>> 42) + | ((in[1 + inpos] & 1048575L) << (42 - 20)); + out[2 + outpos] = ((in[1 + inpos] >>> 20) & 4398046511103L); + out[3 + outpos] = (in[1 + inpos] >>> 62) + | ((in[2 + inpos] & 1099511627775L) << (42 - 40)); + out[4 + outpos] = (in[2 + inpos] >>> 40) + | ((in[3 + inpos] & 262143L) << (42 - 18)); + out[5 + outpos] = ((in[3 + inpos] >>> 18) & 4398046511103L); + out[6 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 274877906943L) << (42 - 38)); + out[7 + outpos] = (in[4 + inpos] >>> 38) + | ((in[5 + inpos] & 65535L) << (42 - 16)); + out[8 + outpos] = ((in[5 + inpos] >>> 16) & 4398046511103L); + out[9 + outpos] = (in[5 + inpos] >>> 58) + | ((in[6 + inpos] & 68719476735L) << (42 - 36)); + out[10 + outpos] = (in[6 + inpos] >>> 36) + | ((in[7 + inpos] & 16383L) << (42 - 14)); + out[11 + outpos] = ((in[7 + inpos] >>> 14) & 4398046511103L); + out[12 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 17179869183L) << (42 - 34)); + out[13 + outpos] = (in[8 + inpos] >>> 34) + | ((in[9 + inpos] & 4095L) << (42 - 12)); + out[14 + outpos] = ((in[9 + inpos] >>> 12) & 4398046511103L); + out[15 + outpos] = (in[9 + inpos] >>> 54) + | ((in[10 + inpos] & 4294967295L) << (42 - 32)); + out[16 + outpos] = (in[10 + inpos] >>> 32) + | ((in[11 + inpos] & 1023L) << (42 - 10)); + out[17 + outpos] = ((in[11 + inpos] >>> 10) & 4398046511103L); + out[18 + outpos] = (in[11 + inpos] >>> 52) + | ((in[12 + inpos] & 1073741823L) << (42 - 30)); + out[19 + outpos] = (in[12 + inpos] >>> 30) + | ((in[13 + inpos] & 255L) << (42 - 8)); + out[20 + outpos] = ((in[13 + inpos] >>> 8) & 4398046511103L); + out[21 + outpos] = (in[13 + inpos] >>> 50) + | ((in[14 + inpos] & 268435455L) << (42 - 28)); + out[22 + outpos] = (in[14 + inpos] >>> 28) + | ((in[15 + inpos] & 63L) << (42 - 6)); + out[23 + outpos] = ((in[15 + inpos] >>> 6) & 4398046511103L); + out[24 + outpos] = (in[15 + inpos] >>> 48) + | ((in[16 + inpos] & 67108863L) << (42 - 26)); + out[25 + outpos] = (in[16 + inpos] >>> 26) + | ((in[17 + inpos] & 15L) << (42 - 4)); + out[26 + outpos] = ((in[17 + inpos] >>> 4) & 4398046511103L); + out[27 + outpos] = (in[17 + inpos] >>> 46) + | ((in[18 + inpos] & 16777215L) << (42 - 24)); + out[28 + outpos] = (in[18 + inpos] >>> 24) + | ((in[19 + inpos] & 3L) << (42 - 2)); + out[29 + outpos] = ((in[19 + inpos] >>> 2) & 4398046511103L); + out[30 + outpos] = (in[19 + inpos] >>> 44) + | ((in[20 + inpos] & 4194303L) << (42 - 22)); + out[31 + outpos] = (in[20 + inpos] >>> 22); + out[32 + outpos] = (in[21 + inpos] & 4398046511103L); + out[33 + outpos] = (in[21 + inpos] >>> 42) + | ((in[22 + inpos] & 1048575L) << (42 - 20)); + out[34 + outpos] = ((in[22 + inpos] >>> 20) & 4398046511103L); + out[35 + outpos] = (in[22 + inpos] >>> 62) + | ((in[23 + inpos] & 1099511627775L) << (42 - 40)); + out[36 + outpos] = (in[23 + inpos] >>> 40) + | ((in[24 + inpos] & 262143L) << (42 - 18)); + out[37 + outpos] = ((in[24 + inpos] >>> 18) & 4398046511103L); + out[38 + outpos] = (in[24 + inpos] >>> 60) + | ((in[25 + inpos] & 274877906943L) << (42 - 38)); + out[39 + outpos] = (in[25 + inpos] >>> 38) + | ((in[26 + inpos] & 65535L) << (42 - 16)); + out[40 + outpos] = ((in[26 + inpos] >>> 16) & 4398046511103L); + out[41 + outpos] = (in[26 + inpos] >>> 58) + | ((in[27 + inpos] & 68719476735L) << (42 - 36)); + out[42 + outpos] = (in[27 + inpos] >>> 36) + | ((in[28 + inpos] & 16383L) << (42 - 14)); + out[43 + outpos] = ((in[28 + inpos] >>> 14) & 4398046511103L); + out[44 + outpos] = (in[28 + inpos] >>> 56) + | ((in[29 + inpos] & 17179869183L) << (42 - 34)); + out[45 + outpos] = (in[29 + inpos] >>> 34) + | ((in[30 + inpos] & 4095L) << (42 - 12)); + out[46 + outpos] = ((in[30 + inpos] >>> 12) & 4398046511103L); + out[47 + outpos] = (in[30 + inpos] >>> 54) + | ((in[31 + inpos] & 4294967295L) << (42 - 32)); + out[48 + outpos] = (in[31 + inpos] >>> 32) + | ((in[32 + inpos] & 1023L) << (42 - 10)); + out[49 + outpos] = ((in[32 + inpos] >>> 10) & 4398046511103L); + out[50 + outpos] = (in[32 + inpos] >>> 52) + | ((in[33 + inpos] & 1073741823L) << (42 - 30)); + out[51 + outpos] = (in[33 + inpos] >>> 30) + | ((in[34 + inpos] & 255L) << (42 - 8)); + out[52 + outpos] = ((in[34 + inpos] >>> 8) & 4398046511103L); + out[53 + outpos] = (in[34 + inpos] >>> 50) + | ((in[35 + inpos] & 268435455L) << (42 - 28)); + out[54 + outpos] = (in[35 + inpos] >>> 28) + | ((in[36 + inpos] & 63L) << (42 - 6)); + out[55 + outpos] = ((in[36 + inpos] >>> 6) & 4398046511103L); + out[56 + outpos] = (in[36 + inpos] >>> 48) + | ((in[37 + inpos] & 67108863L) << (42 - 26)); + out[57 + outpos] = (in[37 + inpos] >>> 26) + | ((in[38 + inpos] & 15L) << (42 - 4)); + out[58 + outpos] = ((in[38 + inpos] >>> 4) & 4398046511103L); + out[59 + outpos] = (in[38 + inpos] >>> 46) + | ((in[39 + inpos] & 16777215L) << (42 - 24)); + out[60 + outpos] = (in[39 + inpos] >>> 24) + | ((in[40 + inpos] & 3L) << (42 - 2)); + out[61 + outpos] = ((in[40 + inpos] >>> 2) & 4398046511103L); + out[62 + outpos] = (in[40 + inpos] >>> 44) + | ((in[41 + inpos] & 4194303L) << (42 - 22)); + out[63 + outpos] = (in[41 + inpos] >>> 22); + } + + protected static void fastunpack43(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 8796093022207L); + out[1 + outpos] = (in[inpos] >>> 43) + | ((in[1 + inpos] & 4194303L) << (43 - 22)); + out[2 + outpos] = (in[1 + inpos] >>> 22) + | ((in[2 + inpos] & 1L) << (43 - 1)); + out[3 + outpos] = ((in[2 + inpos] >>> 1) & 8796093022207L); + out[4 + outpos] = (in[2 + inpos] >>> 44) + | ((in[3 + inpos] & 8388607L) << (43 - 23)); + out[5 + outpos] = (in[3 + inpos] >>> 23) + | ((in[4 + inpos] & 3L) << (43 - 2)); + out[6 + outpos] = ((in[4 + inpos] >>> 2) & 8796093022207L); + out[7 + outpos] = (in[4 + inpos] >>> 45) + | ((in[5 + inpos] & 16777215L) << (43 - 24)); + out[8 + outpos] = (in[5 + inpos] >>> 24) + | ((in[6 + inpos] & 7L) << (43 - 3)); + out[9 + outpos] = ((in[6 + inpos] >>> 3) & 8796093022207L); + out[10 + outpos] = (in[6 + inpos] >>> 46) + | ((in[7 + inpos] & 33554431L) << (43 - 25)); + out[11 + outpos] = (in[7 + inpos] >>> 25) + | ((in[8 + inpos] & 15L) << (43 - 4)); + out[12 + outpos] = ((in[8 + inpos] >>> 4) & 8796093022207L); + out[13 + outpos] = (in[8 + inpos] >>> 47) + | ((in[9 + inpos] & 67108863L) << (43 - 26)); + out[14 + outpos] = (in[9 + inpos] >>> 26) + | ((in[10 + inpos] & 31L) << (43 - 5)); + out[15 + outpos] = ((in[10 + inpos] >>> 5) & 8796093022207L); + out[16 + outpos] = (in[10 + inpos] >>> 48) + | ((in[11 + inpos] & 134217727L) << (43 - 27)); + out[17 + outpos] = (in[11 + inpos] >>> 27) + | ((in[12 + inpos] & 63L) << (43 - 6)); + out[18 + outpos] = ((in[12 + inpos] >>> 6) & 8796093022207L); + out[19 + outpos] = (in[12 + inpos] >>> 49) + | ((in[13 + inpos] & 268435455L) << (43 - 28)); + out[20 + outpos] = (in[13 + inpos] >>> 28) + | ((in[14 + inpos] & 127L) << (43 - 7)); + out[21 + outpos] = ((in[14 + inpos] >>> 7) & 8796093022207L); + out[22 + outpos] = (in[14 + inpos] >>> 50) + | ((in[15 + inpos] & 536870911L) << (43 - 29)); + out[23 + outpos] = (in[15 + inpos] >>> 29) + | ((in[16 + inpos] & 255L) << (43 - 8)); + out[24 + outpos] = ((in[16 + inpos] >>> 8) & 8796093022207L); + out[25 + outpos] = (in[16 + inpos] >>> 51) + | ((in[17 + inpos] & 1073741823L) << (43 - 30)); + out[26 + outpos] = (in[17 + inpos] >>> 30) + | ((in[18 + inpos] & 511L) << (43 - 9)); + out[27 + outpos] = ((in[18 + inpos] >>> 9) & 8796093022207L); + out[28 + outpos] = (in[18 + inpos] >>> 52) + | ((in[19 + inpos] & 2147483647L) << (43 - 31)); + out[29 + outpos] = (in[19 + inpos] >>> 31) + | ((in[20 + inpos] & 1023L) << (43 - 10)); + out[30 + outpos] = ((in[20 + inpos] >>> 10) & 8796093022207L); + out[31 + outpos] = (in[20 + inpos] >>> 53) + | ((in[21 + inpos] & 4294967295L) << (43 - 32)); + out[32 + outpos] = (in[21 + inpos] >>> 32) + | ((in[22 + inpos] & 2047L) << (43 - 11)); + out[33 + outpos] = ((in[22 + inpos] >>> 11) & 8796093022207L); + out[34 + outpos] = (in[22 + inpos] >>> 54) + | ((in[23 + inpos] & 8589934591L) << (43 - 33)); + out[35 + outpos] = (in[23 + inpos] >>> 33) + | ((in[24 + inpos] & 4095L) << (43 - 12)); + out[36 + outpos] = ((in[24 + inpos] >>> 12) & 8796093022207L); + out[37 + outpos] = (in[24 + inpos] >>> 55) + | ((in[25 + inpos] & 17179869183L) << (43 - 34)); + out[38 + outpos] = (in[25 + inpos] >>> 34) + | ((in[26 + inpos] & 8191L) << (43 - 13)); + out[39 + outpos] = ((in[26 + inpos] >>> 13) & 8796093022207L); + out[40 + outpos] = (in[26 + inpos] >>> 56) + | ((in[27 + inpos] & 34359738367L) << (43 - 35)); + out[41 + outpos] = (in[27 + inpos] >>> 35) + | ((in[28 + inpos] & 16383L) << (43 - 14)); + out[42 + outpos] = ((in[28 + inpos] >>> 14) & 8796093022207L); + out[43 + outpos] = (in[28 + inpos] >>> 57) + | ((in[29 + inpos] & 68719476735L) << (43 - 36)); + out[44 + outpos] = (in[29 + inpos] >>> 36) + | ((in[30 + inpos] & 32767L) << (43 - 15)); + out[45 + outpos] = ((in[30 + inpos] >>> 15) & 8796093022207L); + out[46 + outpos] = (in[30 + inpos] >>> 58) + | ((in[31 + inpos] & 137438953471L) << (43 - 37)); + out[47 + outpos] = (in[31 + inpos] >>> 37) + | ((in[32 + inpos] & 65535L) << (43 - 16)); + out[48 + outpos] = ((in[32 + inpos] >>> 16) & 8796093022207L); + out[49 + outpos] = (in[32 + inpos] >>> 59) + | ((in[33 + inpos] & 274877906943L) << (43 - 38)); + out[50 + outpos] = (in[33 + inpos] >>> 38) + | ((in[34 + inpos] & 131071L) << (43 - 17)); + out[51 + outpos] = ((in[34 + inpos] >>> 17) & 8796093022207L); + out[52 + outpos] = (in[34 + inpos] >>> 60) + | ((in[35 + inpos] & 549755813887L) << (43 - 39)); + out[53 + outpos] = (in[35 + inpos] >>> 39) + | ((in[36 + inpos] & 262143L) << (43 - 18)); + out[54 + outpos] = ((in[36 + inpos] >>> 18) & 8796093022207L); + out[55 + outpos] = (in[36 + inpos] >>> 61) + | ((in[37 + inpos] & 1099511627775L) << (43 - 40)); + out[56 + outpos] = (in[37 + inpos] >>> 40) + | ((in[38 + inpos] & 524287L) << (43 - 19)); + out[57 + outpos] = ((in[38 + inpos] >>> 19) & 8796093022207L); + out[58 + outpos] = (in[38 + inpos] >>> 62) + | ((in[39 + inpos] & 2199023255551L) << (43 - 41)); + out[59 + outpos] = (in[39 + inpos] >>> 41) + | ((in[40 + inpos] & 1048575L) << (43 - 20)); + out[60 + outpos] = ((in[40 + inpos] >>> 20) & 8796093022207L); + out[61 + outpos] = (in[40 + inpos] >>> 63) + | ((in[41 + inpos] & 4398046511103L) << (43 - 42)); + out[62 + outpos] = (in[41 + inpos] >>> 42) + | ((in[42 + inpos] & 2097151L) << (43 - 21)); + out[63 + outpos] = (in[42 + inpos] >>> 21); + } + + protected static void fastunpack44(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 17592186044415L); + out[1 + outpos] = (in[inpos] >>> 44) + | ((in[1 + inpos] & 16777215L) << (44 - 24)); + out[2 + outpos] = (in[1 + inpos] >>> 24) + | ((in[2 + inpos] & 15L) << (44 - 4)); + out[3 + outpos] = ((in[2 + inpos] >>> 4) & 17592186044415L); + out[4 + outpos] = (in[2 + inpos] >>> 48) + | ((in[3 + inpos] & 268435455L) << (44 - 28)); + out[5 + outpos] = (in[3 + inpos] >>> 28) + | ((in[4 + inpos] & 255L) << (44 - 8)); + out[6 + outpos] = ((in[4 + inpos] >>> 8) & 17592186044415L); + out[7 + outpos] = (in[4 + inpos] >>> 52) + | ((in[5 + inpos] & 4294967295L) << (44 - 32)); + out[8 + outpos] = (in[5 + inpos] >>> 32) + | ((in[6 + inpos] & 4095L) << (44 - 12)); + out[9 + outpos] = ((in[6 + inpos] >>> 12) & 17592186044415L); + out[10 + outpos] = (in[6 + inpos] >>> 56) + | ((in[7 + inpos] & 68719476735L) << (44 - 36)); + out[11 + outpos] = (in[7 + inpos] >>> 36) + | ((in[8 + inpos] & 65535L) << (44 - 16)); + out[12 + outpos] = ((in[8 + inpos] >>> 16) & 17592186044415L); + out[13 + outpos] = (in[8 + inpos] >>> 60) + | ((in[9 + inpos] & 1099511627775L) << (44 - 40)); + out[14 + outpos] = (in[9 + inpos] >>> 40) + | ((in[10 + inpos] & 1048575L) << (44 - 20)); + out[15 + outpos] = (in[10 + inpos] >>> 20); + out[16 + outpos] = (in[11 + inpos] & 17592186044415L); + out[17 + outpos] = (in[11 + inpos] >>> 44) + | ((in[12 + inpos] & 16777215L) << (44 - 24)); + out[18 + outpos] = (in[12 + inpos] >>> 24) + | ((in[13 + inpos] & 15L) << (44 - 4)); + out[19 + outpos] = ((in[13 + inpos] >>> 4) & 17592186044415L); + out[20 + outpos] = (in[13 + inpos] >>> 48) + | ((in[14 + inpos] & 268435455L) << (44 - 28)); + out[21 + outpos] = (in[14 + inpos] >>> 28) + | ((in[15 + inpos] & 255L) << (44 - 8)); + out[22 + outpos] = ((in[15 + inpos] >>> 8) & 17592186044415L); + out[23 + outpos] = (in[15 + inpos] >>> 52) + | ((in[16 + inpos] & 4294967295L) << (44 - 32)); + out[24 + outpos] = (in[16 + inpos] >>> 32) + | ((in[17 + inpos] & 4095L) << (44 - 12)); + out[25 + outpos] = ((in[17 + inpos] >>> 12) & 17592186044415L); + out[26 + outpos] = (in[17 + inpos] >>> 56) + | ((in[18 + inpos] & 68719476735L) << (44 - 36)); + out[27 + outpos] = (in[18 + inpos] >>> 36) + | ((in[19 + inpos] & 65535L) << (44 - 16)); + out[28 + outpos] = ((in[19 + inpos] >>> 16) & 17592186044415L); + out[29 + outpos] = (in[19 + inpos] >>> 60) + | ((in[20 + inpos] & 1099511627775L) << (44 - 40)); + out[30 + outpos] = (in[20 + inpos] >>> 40) + | ((in[21 + inpos] & 1048575L) << (44 - 20)); + out[31 + outpos] = (in[21 + inpos] >>> 20); + out[32 + outpos] = (in[22 + inpos] & 17592186044415L); + out[33 + outpos] = (in[22 + inpos] >>> 44) + | ((in[23 + inpos] & 16777215L) << (44 - 24)); + out[34 + outpos] = (in[23 + inpos] >>> 24) + | ((in[24 + inpos] & 15L) << (44 - 4)); + out[35 + outpos] = ((in[24 + inpos] >>> 4) & 17592186044415L); + out[36 + outpos] = (in[24 + inpos] >>> 48) + | ((in[25 + inpos] & 268435455L) << (44 - 28)); + out[37 + outpos] = (in[25 + inpos] >>> 28) + | ((in[26 + inpos] & 255L) << (44 - 8)); + out[38 + outpos] = ((in[26 + inpos] >>> 8) & 17592186044415L); + out[39 + outpos] = (in[26 + inpos] >>> 52) + | ((in[27 + inpos] & 4294967295L) << (44 - 32)); + out[40 + outpos] = (in[27 + inpos] >>> 32) + | ((in[28 + inpos] & 4095L) << (44 - 12)); + out[41 + outpos] = ((in[28 + inpos] >>> 12) & 17592186044415L); + out[42 + outpos] = (in[28 + inpos] >>> 56) + | ((in[29 + inpos] & 68719476735L) << (44 - 36)); + out[43 + outpos] = (in[29 + inpos] >>> 36) + | ((in[30 + inpos] & 65535L) << (44 - 16)); + out[44 + outpos] = ((in[30 + inpos] >>> 16) & 17592186044415L); + out[45 + outpos] = (in[30 + inpos] >>> 60) + | ((in[31 + inpos] & 1099511627775L) << (44 - 40)); + out[46 + outpos] = (in[31 + inpos] >>> 40) + | ((in[32 + inpos] & 1048575L) << (44 - 20)); + out[47 + outpos] = (in[32 + inpos] >>> 20); + out[48 + outpos] = (in[33 + inpos] & 17592186044415L); + out[49 + outpos] = (in[33 + inpos] >>> 44) + | ((in[34 + inpos] & 16777215L) << (44 - 24)); + out[50 + outpos] = (in[34 + inpos] >>> 24) + | ((in[35 + inpos] & 15L) << (44 - 4)); + out[51 + outpos] = ((in[35 + inpos] >>> 4) & 17592186044415L); + out[52 + outpos] = (in[35 + inpos] >>> 48) + | ((in[36 + inpos] & 268435455L) << (44 - 28)); + out[53 + outpos] = (in[36 + inpos] >>> 28) + | ((in[37 + inpos] & 255L) << (44 - 8)); + out[54 + outpos] = ((in[37 + inpos] >>> 8) & 17592186044415L); + out[55 + outpos] = (in[37 + inpos] >>> 52) + | ((in[38 + inpos] & 4294967295L) << (44 - 32)); + out[56 + outpos] = (in[38 + inpos] >>> 32) + | ((in[39 + inpos] & 4095L) << (44 - 12)); + out[57 + outpos] = ((in[39 + inpos] >>> 12) & 17592186044415L); + out[58 + outpos] = (in[39 + inpos] >>> 56) + | ((in[40 + inpos] & 68719476735L) << (44 - 36)); + out[59 + outpos] = (in[40 + inpos] >>> 36) + | ((in[41 + inpos] & 65535L) << (44 - 16)); + out[60 + outpos] = ((in[41 + inpos] >>> 16) & 17592186044415L); + out[61 + outpos] = (in[41 + inpos] >>> 60) + | ((in[42 + inpos] & 1099511627775L) << (44 - 40)); + out[62 + outpos] = (in[42 + inpos] >>> 40) + | ((in[43 + inpos] & 1048575L) << (44 - 20)); + out[63 + outpos] = (in[43 + inpos] >>> 20); + } + + protected static void fastunpack45(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 35184372088831L); + out[1 + outpos] = (in[inpos] >>> 45) + | ((in[1 + inpos] & 67108863L) << (45 - 26)); + out[2 + outpos] = (in[1 + inpos] >>> 26) + | ((in[2 + inpos] & 127L) << (45 - 7)); + out[3 + outpos] = ((in[2 + inpos] >>> 7) & 35184372088831L); + out[4 + outpos] = (in[2 + inpos] >>> 52) + | ((in[3 + inpos] & 8589934591L) << (45 - 33)); + out[5 + outpos] = (in[3 + inpos] >>> 33) + | ((in[4 + inpos] & 16383L) << (45 - 14)); + out[6 + outpos] = ((in[4 + inpos] >>> 14) & 35184372088831L); + out[7 + outpos] = (in[4 + inpos] >>> 59) + | ((in[5 + inpos] & 1099511627775L) << (45 - 40)); + out[8 + outpos] = (in[5 + inpos] >>> 40) + | ((in[6 + inpos] & 2097151L) << (45 - 21)); + out[9 + outpos] = (in[6 + inpos] >>> 21) + | ((in[7 + inpos] & 3L) << (45 - 2)); + out[10 + outpos] = ((in[7 + inpos] >>> 2) & 35184372088831L); + out[11 + outpos] = (in[7 + inpos] >>> 47) + | ((in[8 + inpos] & 268435455L) << (45 - 28)); + out[12 + outpos] = (in[8 + inpos] >>> 28) + | ((in[9 + inpos] & 511L) << (45 - 9)); + out[13 + outpos] = ((in[9 + inpos] >>> 9) & 35184372088831L); + out[14 + outpos] = (in[9 + inpos] >>> 54) + | ((in[10 + inpos] & 34359738367L) << (45 - 35)); + out[15 + outpos] = (in[10 + inpos] >>> 35) + | ((in[11 + inpos] & 65535L) << (45 - 16)); + out[16 + outpos] = ((in[11 + inpos] >>> 16) & 35184372088831L); + out[17 + outpos] = (in[11 + inpos] >>> 61) + | ((in[12 + inpos] & 4398046511103L) << (45 - 42)); + out[18 + outpos] = (in[12 + inpos] >>> 42) + | ((in[13 + inpos] & 8388607L) << (45 - 23)); + out[19 + outpos] = (in[13 + inpos] >>> 23) + | ((in[14 + inpos] & 15L) << (45 - 4)); + out[20 + outpos] = ((in[14 + inpos] >>> 4) & 35184372088831L); + out[21 + outpos] = (in[14 + inpos] >>> 49) + | ((in[15 + inpos] & 1073741823L) << (45 - 30)); + out[22 + outpos] = (in[15 + inpos] >>> 30) + | ((in[16 + inpos] & 2047L) << (45 - 11)); + out[23 + outpos] = ((in[16 + inpos] >>> 11) & 35184372088831L); + out[24 + outpos] = (in[16 + inpos] >>> 56) + | ((in[17 + inpos] & 137438953471L) << (45 - 37)); + out[25 + outpos] = (in[17 + inpos] >>> 37) + | ((in[18 + inpos] & 262143L) << (45 - 18)); + out[26 + outpos] = ((in[18 + inpos] >>> 18) & 35184372088831L); + out[27 + outpos] = (in[18 + inpos] >>> 63) + | ((in[19 + inpos] & 17592186044415L) << (45 - 44)); + out[28 + outpos] = (in[19 + inpos] >>> 44) + | ((in[20 + inpos] & 33554431L) << (45 - 25)); + out[29 + outpos] = (in[20 + inpos] >>> 25) + | ((in[21 + inpos] & 63L) << (45 - 6)); + out[30 + outpos] = ((in[21 + inpos] >>> 6) & 35184372088831L); + out[31 + outpos] = (in[21 + inpos] >>> 51) + | ((in[22 + inpos] & 4294967295L) << (45 - 32)); + out[32 + outpos] = (in[22 + inpos] >>> 32) + | ((in[23 + inpos] & 8191L) << (45 - 13)); + out[33 + outpos] = ((in[23 + inpos] >>> 13) & 35184372088831L); + out[34 + outpos] = (in[23 + inpos] >>> 58) + | ((in[24 + inpos] & 549755813887L) << (45 - 39)); + out[35 + outpos] = (in[24 + inpos] >>> 39) + | ((in[25 + inpos] & 1048575L) << (45 - 20)); + out[36 + outpos] = (in[25 + inpos] >>> 20) + | ((in[26 + inpos] & 1L) << (45 - 1)); + out[37 + outpos] = ((in[26 + inpos] >>> 1) & 35184372088831L); + out[38 + outpos] = (in[26 + inpos] >>> 46) + | ((in[27 + inpos] & 134217727L) << (45 - 27)); + out[39 + outpos] = (in[27 + inpos] >>> 27) + | ((in[28 + inpos] & 255L) << (45 - 8)); + out[40 + outpos] = ((in[28 + inpos] >>> 8) & 35184372088831L); + out[41 + outpos] = (in[28 + inpos] >>> 53) + | ((in[29 + inpos] & 17179869183L) << (45 - 34)); + out[42 + outpos] = (in[29 + inpos] >>> 34) + | ((in[30 + inpos] & 32767L) << (45 - 15)); + out[43 + outpos] = ((in[30 + inpos] >>> 15) & 35184372088831L); + out[44 + outpos] = (in[30 + inpos] >>> 60) + | ((in[31 + inpos] & 2199023255551L) << (45 - 41)); + out[45 + outpos] = (in[31 + inpos] >>> 41) + | ((in[32 + inpos] & 4194303L) << (45 - 22)); + out[46 + outpos] = (in[32 + inpos] >>> 22) + | ((in[33 + inpos] & 7L) << (45 - 3)); + out[47 + outpos] = ((in[33 + inpos] >>> 3) & 35184372088831L); + out[48 + outpos] = (in[33 + inpos] >>> 48) + | ((in[34 + inpos] & 536870911L) << (45 - 29)); + out[49 + outpos] = (in[34 + inpos] >>> 29) + | ((in[35 + inpos] & 1023L) << (45 - 10)); + out[50 + outpos] = ((in[35 + inpos] >>> 10) & 35184372088831L); + out[51 + outpos] = (in[35 + inpos] >>> 55) + | ((in[36 + inpos] & 68719476735L) << (45 - 36)); + out[52 + outpos] = (in[36 + inpos] >>> 36) + | ((in[37 + inpos] & 131071L) << (45 - 17)); + out[53 + outpos] = ((in[37 + inpos] >>> 17) & 35184372088831L); + out[54 + outpos] = (in[37 + inpos] >>> 62) + | ((in[38 + inpos] & 8796093022207L) << (45 - 43)); + out[55 + outpos] = (in[38 + inpos] >>> 43) + | ((in[39 + inpos] & 16777215L) << (45 - 24)); + out[56 + outpos] = (in[39 + inpos] >>> 24) + | ((in[40 + inpos] & 31L) << (45 - 5)); + out[57 + outpos] = ((in[40 + inpos] >>> 5) & 35184372088831L); + out[58 + outpos] = (in[40 + inpos] >>> 50) + | ((in[41 + inpos] & 2147483647L) << (45 - 31)); + out[59 + outpos] = (in[41 + inpos] >>> 31) + | ((in[42 + inpos] & 4095L) << (45 - 12)); + out[60 + outpos] = ((in[42 + inpos] >>> 12) & 35184372088831L); + out[61 + outpos] = (in[42 + inpos] >>> 57) + | ((in[43 + inpos] & 274877906943L) << (45 - 38)); + out[62 + outpos] = (in[43 + inpos] >>> 38) + | ((in[44 + inpos] & 524287L) << (45 - 19)); + out[63 + outpos] = (in[44 + inpos] >>> 19); + } + + protected static void fastunpack46(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 70368744177663L); + out[1 + outpos] = (in[inpos] >>> 46) + | ((in[1 + inpos] & 268435455L) << (46 - 28)); + out[2 + outpos] = (in[1 + inpos] >>> 28) + | ((in[2 + inpos] & 1023L) << (46 - 10)); + out[3 + outpos] = ((in[2 + inpos] >>> 10) & 70368744177663L); + out[4 + outpos] = (in[2 + inpos] >>> 56) + | ((in[3 + inpos] & 274877906943L) << (46 - 38)); + out[5 + outpos] = (in[3 + inpos] >>> 38) + | ((in[4 + inpos] & 1048575L) << (46 - 20)); + out[6 + outpos] = (in[4 + inpos] >>> 20) + | ((in[5 + inpos] & 3L) << (46 - 2)); + out[7 + outpos] = ((in[5 + inpos] >>> 2) & 70368744177663L); + out[8 + outpos] = (in[5 + inpos] >>> 48) + | ((in[6 + inpos] & 1073741823L) << (46 - 30)); + out[9 + outpos] = (in[6 + inpos] >>> 30) + | ((in[7 + inpos] & 4095L) << (46 - 12)); + out[10 + outpos] = ((in[7 + inpos] >>> 12) & 70368744177663L); + out[11 + outpos] = (in[7 + inpos] >>> 58) + | ((in[8 + inpos] & 1099511627775L) << (46 - 40)); + out[12 + outpos] = (in[8 + inpos] >>> 40) + | ((in[9 + inpos] & 4194303L) << (46 - 22)); + out[13 + outpos] = (in[9 + inpos] >>> 22) + | ((in[10 + inpos] & 15L) << (46 - 4)); + out[14 + outpos] = ((in[10 + inpos] >>> 4) & 70368744177663L); + out[15 + outpos] = (in[10 + inpos] >>> 50) + | ((in[11 + inpos] & 4294967295L) << (46 - 32)); + out[16 + outpos] = (in[11 + inpos] >>> 32) + | ((in[12 + inpos] & 16383L) << (46 - 14)); + out[17 + outpos] = ((in[12 + inpos] >>> 14) & 70368744177663L); + out[18 + outpos] = (in[12 + inpos] >>> 60) + | ((in[13 + inpos] & 4398046511103L) << (46 - 42)); + out[19 + outpos] = (in[13 + inpos] >>> 42) + | ((in[14 + inpos] & 16777215L) << (46 - 24)); + out[20 + outpos] = (in[14 + inpos] >>> 24) + | ((in[15 + inpos] & 63L) << (46 - 6)); + out[21 + outpos] = ((in[15 + inpos] >>> 6) & 70368744177663L); + out[22 + outpos] = (in[15 + inpos] >>> 52) + | ((in[16 + inpos] & 17179869183L) << (46 - 34)); + out[23 + outpos] = (in[16 + inpos] >>> 34) + | ((in[17 + inpos] & 65535L) << (46 - 16)); + out[24 + outpos] = ((in[17 + inpos] >>> 16) & 70368744177663L); + out[25 + outpos] = (in[17 + inpos] >>> 62) + | ((in[18 + inpos] & 17592186044415L) << (46 - 44)); + out[26 + outpos] = (in[18 + inpos] >>> 44) + | ((in[19 + inpos] & 67108863L) << (46 - 26)); + out[27 + outpos] = (in[19 + inpos] >>> 26) + | ((in[20 + inpos] & 255L) << (46 - 8)); + out[28 + outpos] = ((in[20 + inpos] >>> 8) & 70368744177663L); + out[29 + outpos] = (in[20 + inpos] >>> 54) + | ((in[21 + inpos] & 68719476735L) << (46 - 36)); + out[30 + outpos] = (in[21 + inpos] >>> 36) + | ((in[22 + inpos] & 262143L) << (46 - 18)); + out[31 + outpos] = (in[22 + inpos] >>> 18); + out[32 + outpos] = (in[23 + inpos] & 70368744177663L); + out[33 + outpos] = (in[23 + inpos] >>> 46) + | ((in[24 + inpos] & 268435455L) << (46 - 28)); + out[34 + outpos] = (in[24 + inpos] >>> 28) + | ((in[25 + inpos] & 1023L) << (46 - 10)); + out[35 + outpos] = ((in[25 + inpos] >>> 10) & 70368744177663L); + out[36 + outpos] = (in[25 + inpos] >>> 56) + | ((in[26 + inpos] & 274877906943L) << (46 - 38)); + out[37 + outpos] = (in[26 + inpos] >>> 38) + | ((in[27 + inpos] & 1048575L) << (46 - 20)); + out[38 + outpos] = (in[27 + inpos] >>> 20) + | ((in[28 + inpos] & 3L) << (46 - 2)); + out[39 + outpos] = ((in[28 + inpos] >>> 2) & 70368744177663L); + out[40 + outpos] = (in[28 + inpos] >>> 48) + | ((in[29 + inpos] & 1073741823L) << (46 - 30)); + out[41 + outpos] = (in[29 + inpos] >>> 30) + | ((in[30 + inpos] & 4095L) << (46 - 12)); + out[42 + outpos] = ((in[30 + inpos] >>> 12) & 70368744177663L); + out[43 + outpos] = (in[30 + inpos] >>> 58) + | ((in[31 + inpos] & 1099511627775L) << (46 - 40)); + out[44 + outpos] = (in[31 + inpos] >>> 40) + | ((in[32 + inpos] & 4194303L) << (46 - 22)); + out[45 + outpos] = (in[32 + inpos] >>> 22) + | ((in[33 + inpos] & 15L) << (46 - 4)); + out[46 + outpos] = ((in[33 + inpos] >>> 4) & 70368744177663L); + out[47 + outpos] = (in[33 + inpos] >>> 50) + | ((in[34 + inpos] & 4294967295L) << (46 - 32)); + out[48 + outpos] = (in[34 + inpos] >>> 32) + | ((in[35 + inpos] & 16383L) << (46 - 14)); + out[49 + outpos] = ((in[35 + inpos] >>> 14) & 70368744177663L); + out[50 + outpos] = (in[35 + inpos] >>> 60) + | ((in[36 + inpos] & 4398046511103L) << (46 - 42)); + out[51 + outpos] = (in[36 + inpos] >>> 42) + | ((in[37 + inpos] & 16777215L) << (46 - 24)); + out[52 + outpos] = (in[37 + inpos] >>> 24) + | ((in[38 + inpos] & 63L) << (46 - 6)); + out[53 + outpos] = ((in[38 + inpos] >>> 6) & 70368744177663L); + out[54 + outpos] = (in[38 + inpos] >>> 52) + | ((in[39 + inpos] & 17179869183L) << (46 - 34)); + out[55 + outpos] = (in[39 + inpos] >>> 34) + | ((in[40 + inpos] & 65535L) << (46 - 16)); + out[56 + outpos] = ((in[40 + inpos] >>> 16) & 70368744177663L); + out[57 + outpos] = (in[40 + inpos] >>> 62) + | ((in[41 + inpos] & 17592186044415L) << (46 - 44)); + out[58 + outpos] = (in[41 + inpos] >>> 44) + | ((in[42 + inpos] & 67108863L) << (46 - 26)); + out[59 + outpos] = (in[42 + inpos] >>> 26) + | ((in[43 + inpos] & 255L) << (46 - 8)); + out[60 + outpos] = ((in[43 + inpos] >>> 8) & 70368744177663L); + out[61 + outpos] = (in[43 + inpos] >>> 54) + | ((in[44 + inpos] & 68719476735L) << (46 - 36)); + out[62 + outpos] = (in[44 + inpos] >>> 36) + | ((in[45 + inpos] & 262143L) << (46 - 18)); + out[63 + outpos] = (in[45 + inpos] >>> 18); + } + + protected static void fastunpack47(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 140737488355327L); + out[1 + outpos] = (in[inpos] >>> 47) + | ((in[1 + inpos] & 1073741823L) << (47 - 30)); + out[2 + outpos] = (in[1 + inpos] >>> 30) + | ((in[2 + inpos] & 8191L) << (47 - 13)); + out[3 + outpos] = ((in[2 + inpos] >>> 13) & 140737488355327L); + out[4 + outpos] = (in[2 + inpos] >>> 60) + | ((in[3 + inpos] & 8796093022207L) << (47 - 43)); + out[5 + outpos] = (in[3 + inpos] >>> 43) + | ((in[4 + inpos] & 67108863L) << (47 - 26)); + out[6 + outpos] = (in[4 + inpos] >>> 26) + | ((in[5 + inpos] & 511L) << (47 - 9)); + out[7 + outpos] = ((in[5 + inpos] >>> 9) & 140737488355327L); + out[8 + outpos] = (in[5 + inpos] >>> 56) + | ((in[6 + inpos] & 549755813887L) << (47 - 39)); + out[9 + outpos] = (in[6 + inpos] >>> 39) + | ((in[7 + inpos] & 4194303L) << (47 - 22)); + out[10 + outpos] = (in[7 + inpos] >>> 22) + | ((in[8 + inpos] & 31L) << (47 - 5)); + out[11 + outpos] = ((in[8 + inpos] >>> 5) & 140737488355327L); + out[12 + outpos] = (in[8 + inpos] >>> 52) + | ((in[9 + inpos] & 34359738367L) << (47 - 35)); + out[13 + outpos] = (in[9 + inpos] >>> 35) + | ((in[10 + inpos] & 262143L) << (47 - 18)); + out[14 + outpos] = (in[10 + inpos] >>> 18) + | ((in[11 + inpos] & 1L) << (47 - 1)); + out[15 + outpos] = ((in[11 + inpos] >>> 1) & 140737488355327L); + out[16 + outpos] = (in[11 + inpos] >>> 48) + | ((in[12 + inpos] & 2147483647L) << (47 - 31)); + out[17 + outpos] = (in[12 + inpos] >>> 31) + | ((in[13 + inpos] & 16383L) << (47 - 14)); + out[18 + outpos] = ((in[13 + inpos] >>> 14) & 140737488355327L); + out[19 + outpos] = (in[13 + inpos] >>> 61) + | ((in[14 + inpos] & 17592186044415L) << (47 - 44)); + out[20 + outpos] = (in[14 + inpos] >>> 44) + | ((in[15 + inpos] & 134217727L) << (47 - 27)); + out[21 + outpos] = (in[15 + inpos] >>> 27) + | ((in[16 + inpos] & 1023L) << (47 - 10)); + out[22 + outpos] = ((in[16 + inpos] >>> 10) & 140737488355327L); + out[23 + outpos] = (in[16 + inpos] >>> 57) + | ((in[17 + inpos] & 1099511627775L) << (47 - 40)); + out[24 + outpos] = (in[17 + inpos] >>> 40) + | ((in[18 + inpos] & 8388607L) << (47 - 23)); + out[25 + outpos] = (in[18 + inpos] >>> 23) + | ((in[19 + inpos] & 63L) << (47 - 6)); + out[26 + outpos] = ((in[19 + inpos] >>> 6) & 140737488355327L); + out[27 + outpos] = (in[19 + inpos] >>> 53) + | ((in[20 + inpos] & 68719476735L) << (47 - 36)); + out[28 + outpos] = (in[20 + inpos] >>> 36) + | ((in[21 + inpos] & 524287L) << (47 - 19)); + out[29 + outpos] = (in[21 + inpos] >>> 19) + | ((in[22 + inpos] & 3L) << (47 - 2)); + out[30 + outpos] = ((in[22 + inpos] >>> 2) & 140737488355327L); + out[31 + outpos] = (in[22 + inpos] >>> 49) + | ((in[23 + inpos] & 4294967295L) << (47 - 32)); + out[32 + outpos] = (in[23 + inpos] >>> 32) + | ((in[24 + inpos] & 32767L) << (47 - 15)); + out[33 + outpos] = ((in[24 + inpos] >>> 15) & 140737488355327L); + out[34 + outpos] = (in[24 + inpos] >>> 62) + | ((in[25 + inpos] & 35184372088831L) << (47 - 45)); + out[35 + outpos] = (in[25 + inpos] >>> 45) + | ((in[26 + inpos] & 268435455L) << (47 - 28)); + out[36 + outpos] = (in[26 + inpos] >>> 28) + | ((in[27 + inpos] & 2047L) << (47 - 11)); + out[37 + outpos] = ((in[27 + inpos] >>> 11) & 140737488355327L); + out[38 + outpos] = (in[27 + inpos] >>> 58) + | ((in[28 + inpos] & 2199023255551L) << (47 - 41)); + out[39 + outpos] = (in[28 + inpos] >>> 41) + | ((in[29 + inpos] & 16777215L) << (47 - 24)); + out[40 + outpos] = (in[29 + inpos] >>> 24) + | ((in[30 + inpos] & 127L) << (47 - 7)); + out[41 + outpos] = ((in[30 + inpos] >>> 7) & 140737488355327L); + out[42 + outpos] = (in[30 + inpos] >>> 54) + | ((in[31 + inpos] & 137438953471L) << (47 - 37)); + out[43 + outpos] = (in[31 + inpos] >>> 37) + | ((in[32 + inpos] & 1048575L) << (47 - 20)); + out[44 + outpos] = (in[32 + inpos] >>> 20) + | ((in[33 + inpos] & 7L) << (47 - 3)); + out[45 + outpos] = ((in[33 + inpos] >>> 3) & 140737488355327L); + out[46 + outpos] = (in[33 + inpos] >>> 50) + | ((in[34 + inpos] & 8589934591L) << (47 - 33)); + out[47 + outpos] = (in[34 + inpos] >>> 33) + | ((in[35 + inpos] & 65535L) << (47 - 16)); + out[48 + outpos] = ((in[35 + inpos] >>> 16) & 140737488355327L); + out[49 + outpos] = (in[35 + inpos] >>> 63) + | ((in[36 + inpos] & 70368744177663L) << (47 - 46)); + out[50 + outpos] = (in[36 + inpos] >>> 46) + | ((in[37 + inpos] & 536870911L) << (47 - 29)); + out[51 + outpos] = (in[37 + inpos] >>> 29) + | ((in[38 + inpos] & 4095L) << (47 - 12)); + out[52 + outpos] = ((in[38 + inpos] >>> 12) & 140737488355327L); + out[53 + outpos] = (in[38 + inpos] >>> 59) + | ((in[39 + inpos] & 4398046511103L) << (47 - 42)); + out[54 + outpos] = (in[39 + inpos] >>> 42) + | ((in[40 + inpos] & 33554431L) << (47 - 25)); + out[55 + outpos] = (in[40 + inpos] >>> 25) + | ((in[41 + inpos] & 255L) << (47 - 8)); + out[56 + outpos] = ((in[41 + inpos] >>> 8) & 140737488355327L); + out[57 + outpos] = (in[41 + inpos] >>> 55) + | ((in[42 + inpos] & 274877906943L) << (47 - 38)); + out[58 + outpos] = (in[42 + inpos] >>> 38) + | ((in[43 + inpos] & 2097151L) << (47 - 21)); + out[59 + outpos] = (in[43 + inpos] >>> 21) + | ((in[44 + inpos] & 15L) << (47 - 4)); + out[60 + outpos] = ((in[44 + inpos] >>> 4) & 140737488355327L); + out[61 + outpos] = (in[44 + inpos] >>> 51) + | ((in[45 + inpos] & 17179869183L) << (47 - 34)); + out[62 + outpos] = (in[45 + inpos] >>> 34) + | ((in[46 + inpos] & 131071L) << (47 - 17)); + out[63 + outpos] = (in[46 + inpos] >>> 17); + } + + protected static void fastunpack48(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 281474976710655L); + out[1 + outpos] = (in[inpos] >>> 48) + | ((in[1 + inpos] & 4294967295L) << (48 - 32)); + out[2 + outpos] = (in[1 + inpos] >>> 32) + | ((in[2 + inpos] & 65535L) << (48 - 16)); + out[3 + outpos] = (in[2 + inpos] >>> 16); + out[4 + outpos] = (in[3 + inpos] & 281474976710655L); + out[5 + outpos] = (in[3 + inpos] >>> 48) + | ((in[4 + inpos] & 4294967295L) << (48 - 32)); + out[6 + outpos] = (in[4 + inpos] >>> 32) + | ((in[5 + inpos] & 65535L) << (48 - 16)); + out[7 + outpos] = (in[5 + inpos] >>> 16); + out[8 + outpos] = (in[6 + inpos] & 281474976710655L); + out[9 + outpos] = (in[6 + inpos] >>> 48) + | ((in[7 + inpos] & 4294967295L) << (48 - 32)); + out[10 + outpos] = (in[7 + inpos] >>> 32) + | ((in[8 + inpos] & 65535L) << (48 - 16)); + out[11 + outpos] = (in[8 + inpos] >>> 16); + out[12 + outpos] = (in[9 + inpos] & 281474976710655L); + out[13 + outpos] = (in[9 + inpos] >>> 48) + | ((in[10 + inpos] & 4294967295L) << (48 - 32)); + out[14 + outpos] = (in[10 + inpos] >>> 32) + | ((in[11 + inpos] & 65535L) << (48 - 16)); + out[15 + outpos] = (in[11 + inpos] >>> 16); + out[16 + outpos] = (in[12 + inpos] & 281474976710655L); + out[17 + outpos] = (in[12 + inpos] >>> 48) + | ((in[13 + inpos] & 4294967295L) << (48 - 32)); + out[18 + outpos] = (in[13 + inpos] >>> 32) + | ((in[14 + inpos] & 65535L) << (48 - 16)); + out[19 + outpos] = (in[14 + inpos] >>> 16); + out[20 + outpos] = (in[15 + inpos] & 281474976710655L); + out[21 + outpos] = (in[15 + inpos] >>> 48) + | ((in[16 + inpos] & 4294967295L) << (48 - 32)); + out[22 + outpos] = (in[16 + inpos] >>> 32) + | ((in[17 + inpos] & 65535L) << (48 - 16)); + out[23 + outpos] = (in[17 + inpos] >>> 16); + out[24 + outpos] = (in[18 + inpos] & 281474976710655L); + out[25 + outpos] = (in[18 + inpos] >>> 48) + | ((in[19 + inpos] & 4294967295L) << (48 - 32)); + out[26 + outpos] = (in[19 + inpos] >>> 32) + | ((in[20 + inpos] & 65535L) << (48 - 16)); + out[27 + outpos] = (in[20 + inpos] >>> 16); + out[28 + outpos] = (in[21 + inpos] & 281474976710655L); + out[29 + outpos] = (in[21 + inpos] >>> 48) + | ((in[22 + inpos] & 4294967295L) << (48 - 32)); + out[30 + outpos] = (in[22 + inpos] >>> 32) + | ((in[23 + inpos] & 65535L) << (48 - 16)); + out[31 + outpos] = (in[23 + inpos] >>> 16); + out[32 + outpos] = (in[24 + inpos] & 281474976710655L); + out[33 + outpos] = (in[24 + inpos] >>> 48) + | ((in[25 + inpos] & 4294967295L) << (48 - 32)); + out[34 + outpos] = (in[25 + inpos] >>> 32) + | ((in[26 + inpos] & 65535L) << (48 - 16)); + out[35 + outpos] = (in[26 + inpos] >>> 16); + out[36 + outpos] = (in[27 + inpos] & 281474976710655L); + out[37 + outpos] = (in[27 + inpos] >>> 48) + | ((in[28 + inpos] & 4294967295L) << (48 - 32)); + out[38 + outpos] = (in[28 + inpos] >>> 32) + | ((in[29 + inpos] & 65535L) << (48 - 16)); + out[39 + outpos] = (in[29 + inpos] >>> 16); + out[40 + outpos] = (in[30 + inpos] & 281474976710655L); + out[41 + outpos] = (in[30 + inpos] >>> 48) + | ((in[31 + inpos] & 4294967295L) << (48 - 32)); + out[42 + outpos] = (in[31 + inpos] >>> 32) + | ((in[32 + inpos] & 65535L) << (48 - 16)); + out[43 + outpos] = (in[32 + inpos] >>> 16); + out[44 + outpos] = (in[33 + inpos] & 281474976710655L); + out[45 + outpos] = (in[33 + inpos] >>> 48) + | ((in[34 + inpos] & 4294967295L) << (48 - 32)); + out[46 + outpos] = (in[34 + inpos] >>> 32) + | ((in[35 + inpos] & 65535L) << (48 - 16)); + out[47 + outpos] = (in[35 + inpos] >>> 16); + out[48 + outpos] = (in[36 + inpos] & 281474976710655L); + out[49 + outpos] = (in[36 + inpos] >>> 48) + | ((in[37 + inpos] & 4294967295L) << (48 - 32)); + out[50 + outpos] = (in[37 + inpos] >>> 32) + | ((in[38 + inpos] & 65535L) << (48 - 16)); + out[51 + outpos] = (in[38 + inpos] >>> 16); + out[52 + outpos] = (in[39 + inpos] & 281474976710655L); + out[53 + outpos] = (in[39 + inpos] >>> 48) + | ((in[40 + inpos] & 4294967295L) << (48 - 32)); + out[54 + outpos] = (in[40 + inpos] >>> 32) + | ((in[41 + inpos] & 65535L) << (48 - 16)); + out[55 + outpos] = (in[41 + inpos] >>> 16); + out[56 + outpos] = (in[42 + inpos] & 281474976710655L); + out[57 + outpos] = (in[42 + inpos] >>> 48) + | ((in[43 + inpos] & 4294967295L) << (48 - 32)); + out[58 + outpos] = (in[43 + inpos] >>> 32) + | ((in[44 + inpos] & 65535L) << (48 - 16)); + out[59 + outpos] = (in[44 + inpos] >>> 16); + out[60 + outpos] = (in[45 + inpos] & 281474976710655L); + out[61 + outpos] = (in[45 + inpos] >>> 48) + | ((in[46 + inpos] & 4294967295L) << (48 - 32)); + out[62 + outpos] = (in[46 + inpos] >>> 32) + | ((in[47 + inpos] & 65535L) << (48 - 16)); + out[63 + outpos] = (in[47 + inpos] >>> 16); + } + + protected static void fastunpack49(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 562949953421311L); + out[1 + outpos] = (in[inpos] >>> 49) + | ((in[1 + inpos] & 17179869183L) << (49 - 34)); + out[2 + outpos] = (in[1 + inpos] >>> 34) + | ((in[2 + inpos] & 524287L) << (49 - 19)); + out[3 + outpos] = (in[2 + inpos] >>> 19) + | ((in[3 + inpos] & 15L) << (49 - 4)); + out[4 + outpos] = ((in[3 + inpos] >>> 4) & 562949953421311L); + out[5 + outpos] = (in[3 + inpos] >>> 53) + | ((in[4 + inpos] & 274877906943L) << (49 - 38)); + out[6 + outpos] = (in[4 + inpos] >>> 38) + | ((in[5 + inpos] & 8388607L) << (49 - 23)); + out[7 + outpos] = (in[5 + inpos] >>> 23) + | ((in[6 + inpos] & 255L) << (49 - 8)); + out[8 + outpos] = ((in[6 + inpos] >>> 8) & 562949953421311L); + out[9 + outpos] = (in[6 + inpos] >>> 57) + | ((in[7 + inpos] & 4398046511103L) << (49 - 42)); + out[10 + outpos] = (in[7 + inpos] >>> 42) + | ((in[8 + inpos] & 134217727L) << (49 - 27)); + out[11 + outpos] = (in[8 + inpos] >>> 27) + | ((in[9 + inpos] & 4095L) << (49 - 12)); + out[12 + outpos] = ((in[9 + inpos] >>> 12) & 562949953421311L); + out[13 + outpos] = (in[9 + inpos] >>> 61) + | ((in[10 + inpos] & 70368744177663L) << (49 - 46)); + out[14 + outpos] = (in[10 + inpos] >>> 46) + | ((in[11 + inpos] & 2147483647L) << (49 - 31)); + out[15 + outpos] = (in[11 + inpos] >>> 31) + | ((in[12 + inpos] & 65535L) << (49 - 16)); + out[16 + outpos] = (in[12 + inpos] >>> 16) + | ((in[13 + inpos] & 1L) << (49 - 1)); + out[17 + outpos] = ((in[13 + inpos] >>> 1) & 562949953421311L); + out[18 + outpos] = (in[13 + inpos] >>> 50) + | ((in[14 + inpos] & 34359738367L) << (49 - 35)); + out[19 + outpos] = (in[14 + inpos] >>> 35) + | ((in[15 + inpos] & 1048575L) << (49 - 20)); + out[20 + outpos] = (in[15 + inpos] >>> 20) + | ((in[16 + inpos] & 31L) << (49 - 5)); + out[21 + outpos] = ((in[16 + inpos] >>> 5) & 562949953421311L); + out[22 + outpos] = (in[16 + inpos] >>> 54) + | ((in[17 + inpos] & 549755813887L) << (49 - 39)); + out[23 + outpos] = (in[17 + inpos] >>> 39) + | ((in[18 + inpos] & 16777215L) << (49 - 24)); + out[24 + outpos] = (in[18 + inpos] >>> 24) + | ((in[19 + inpos] & 511L) << (49 - 9)); + out[25 + outpos] = ((in[19 + inpos] >>> 9) & 562949953421311L); + out[26 + outpos] = (in[19 + inpos] >>> 58) + | ((in[20 + inpos] & 8796093022207L) << (49 - 43)); + out[27 + outpos] = (in[20 + inpos] >>> 43) + | ((in[21 + inpos] & 268435455L) << (49 - 28)); + out[28 + outpos] = (in[21 + inpos] >>> 28) + | ((in[22 + inpos] & 8191L) << (49 - 13)); + out[29 + outpos] = ((in[22 + inpos] >>> 13) & 562949953421311L); + out[30 + outpos] = (in[22 + inpos] >>> 62) + | ((in[23 + inpos] & 140737488355327L) << (49 - 47)); + out[31 + outpos] = (in[23 + inpos] >>> 47) + | ((in[24 + inpos] & 4294967295L) << (49 - 32)); + out[32 + outpos] = (in[24 + inpos] >>> 32) + | ((in[25 + inpos] & 131071L) << (49 - 17)); + out[33 + outpos] = (in[25 + inpos] >>> 17) + | ((in[26 + inpos] & 3L) << (49 - 2)); + out[34 + outpos] = ((in[26 + inpos] >>> 2) & 562949953421311L); + out[35 + outpos] = (in[26 + inpos] >>> 51) + | ((in[27 + inpos] & 68719476735L) << (49 - 36)); + out[36 + outpos] = (in[27 + inpos] >>> 36) + | ((in[28 + inpos] & 2097151L) << (49 - 21)); + out[37 + outpos] = (in[28 + inpos] >>> 21) + | ((in[29 + inpos] & 63L) << (49 - 6)); + out[38 + outpos] = ((in[29 + inpos] >>> 6) & 562949953421311L); + out[39 + outpos] = (in[29 + inpos] >>> 55) + | ((in[30 + inpos] & 1099511627775L) << (49 - 40)); + out[40 + outpos] = (in[30 + inpos] >>> 40) + | ((in[31 + inpos] & 33554431L) << (49 - 25)); + out[41 + outpos] = (in[31 + inpos] >>> 25) + | ((in[32 + inpos] & 1023L) << (49 - 10)); + out[42 + outpos] = ((in[32 + inpos] >>> 10) & 562949953421311L); + out[43 + outpos] = (in[32 + inpos] >>> 59) + | ((in[33 + inpos] & 17592186044415L) << (49 - 44)); + out[44 + outpos] = (in[33 + inpos] >>> 44) + | ((in[34 + inpos] & 536870911L) << (49 - 29)); + out[45 + outpos] = (in[34 + inpos] >>> 29) + | ((in[35 + inpos] & 16383L) << (49 - 14)); + out[46 + outpos] = ((in[35 + inpos] >>> 14) & 562949953421311L); + out[47 + outpos] = (in[35 + inpos] >>> 63) + | ((in[36 + inpos] & 281474976710655L) << (49 - 48)); + out[48 + outpos] = (in[36 + inpos] >>> 48) + | ((in[37 + inpos] & 8589934591L) << (49 - 33)); + out[49 + outpos] = (in[37 + inpos] >>> 33) + | ((in[38 + inpos] & 262143L) << (49 - 18)); + out[50 + outpos] = (in[38 + inpos] >>> 18) + | ((in[39 + inpos] & 7L) << (49 - 3)); + out[51 + outpos] = ((in[39 + inpos] >>> 3) & 562949953421311L); + out[52 + outpos] = (in[39 + inpos] >>> 52) + | ((in[40 + inpos] & 137438953471L) << (49 - 37)); + out[53 + outpos] = (in[40 + inpos] >>> 37) + | ((in[41 + inpos] & 4194303L) << (49 - 22)); + out[54 + outpos] = (in[41 + inpos] >>> 22) + | ((in[42 + inpos] & 127L) << (49 - 7)); + out[55 + outpos] = ((in[42 + inpos] >>> 7) & 562949953421311L); + out[56 + outpos] = (in[42 + inpos] >>> 56) + | ((in[43 + inpos] & 2199023255551L) << (49 - 41)); + out[57 + outpos] = (in[43 + inpos] >>> 41) + | ((in[44 + inpos] & 67108863L) << (49 - 26)); + out[58 + outpos] = (in[44 + inpos] >>> 26) + | ((in[45 + inpos] & 2047L) << (49 - 11)); + out[59 + outpos] = ((in[45 + inpos] >>> 11) & 562949953421311L); + out[60 + outpos] = (in[45 + inpos] >>> 60) + | ((in[46 + inpos] & 35184372088831L) << (49 - 45)); + out[61 + outpos] = (in[46 + inpos] >>> 45) + | ((in[47 + inpos] & 1073741823L) << (49 - 30)); + out[62 + outpos] = (in[47 + inpos] >>> 30) + | ((in[48 + inpos] & 32767L) << (49 - 15)); + out[63 + outpos] = (in[48 + inpos] >>> 15); + } + + protected static void fastunpack50(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 1125899906842623L); + out[1 + outpos] = (in[inpos] >>> 50) + | ((in[1 + inpos] & 68719476735L) << (50 - 36)); + out[2 + outpos] = (in[1 + inpos] >>> 36) + | ((in[2 + inpos] & 4194303L) << (50 - 22)); + out[3 + outpos] = (in[2 + inpos] >>> 22) + | ((in[3 + inpos] & 255L) << (50 - 8)); + out[4 + outpos] = ((in[3 + inpos] >>> 8) & 1125899906842623L); + out[5 + outpos] = (in[3 + inpos] >>> 58) + | ((in[4 + inpos] & 17592186044415L) << (50 - 44)); + out[6 + outpos] = (in[4 + inpos] >>> 44) + | ((in[5 + inpos] & 1073741823L) << (50 - 30)); + out[7 + outpos] = (in[5 + inpos] >>> 30) + | ((in[6 + inpos] & 65535L) << (50 - 16)); + out[8 + outpos] = (in[6 + inpos] >>> 16) + | ((in[7 + inpos] & 3L) << (50 - 2)); + out[9 + outpos] = ((in[7 + inpos] >>> 2) & 1125899906842623L); + out[10 + outpos] = (in[7 + inpos] >>> 52) + | ((in[8 + inpos] & 274877906943L) << (50 - 38)); + out[11 + outpos] = (in[8 + inpos] >>> 38) + | ((in[9 + inpos] & 16777215L) << (50 - 24)); + out[12 + outpos] = (in[9 + inpos] >>> 24) + | ((in[10 + inpos] & 1023L) << (50 - 10)); + out[13 + outpos] = ((in[10 + inpos] >>> 10) & 1125899906842623L); + out[14 + outpos] = (in[10 + inpos] >>> 60) + | ((in[11 + inpos] & 70368744177663L) << (50 - 46)); + out[15 + outpos] = (in[11 + inpos] >>> 46) + | ((in[12 + inpos] & 4294967295L) << (50 - 32)); + out[16 + outpos] = (in[12 + inpos] >>> 32) + | ((in[13 + inpos] & 262143L) << (50 - 18)); + out[17 + outpos] = (in[13 + inpos] >>> 18) + | ((in[14 + inpos] & 15L) << (50 - 4)); + out[18 + outpos] = ((in[14 + inpos] >>> 4) & 1125899906842623L); + out[19 + outpos] = (in[14 + inpos] >>> 54) + | ((in[15 + inpos] & 1099511627775L) << (50 - 40)); + out[20 + outpos] = (in[15 + inpos] >>> 40) + | ((in[16 + inpos] & 67108863L) << (50 - 26)); + out[21 + outpos] = (in[16 + inpos] >>> 26) + | ((in[17 + inpos] & 4095L) << (50 - 12)); + out[22 + outpos] = ((in[17 + inpos] >>> 12) & 1125899906842623L); + out[23 + outpos] = (in[17 + inpos] >>> 62) + | ((in[18 + inpos] & 281474976710655L) << (50 - 48)); + out[24 + outpos] = (in[18 + inpos] >>> 48) + | ((in[19 + inpos] & 17179869183L) << (50 - 34)); + out[25 + outpos] = (in[19 + inpos] >>> 34) + | ((in[20 + inpos] & 1048575L) << (50 - 20)); + out[26 + outpos] = (in[20 + inpos] >>> 20) + | ((in[21 + inpos] & 63L) << (50 - 6)); + out[27 + outpos] = ((in[21 + inpos] >>> 6) & 1125899906842623L); + out[28 + outpos] = (in[21 + inpos] >>> 56) + | ((in[22 + inpos] & 4398046511103L) << (50 - 42)); + out[29 + outpos] = (in[22 + inpos] >>> 42) + | ((in[23 + inpos] & 268435455L) << (50 - 28)); + out[30 + outpos] = (in[23 + inpos] >>> 28) + | ((in[24 + inpos] & 16383L) << (50 - 14)); + out[31 + outpos] = (in[24 + inpos] >>> 14); + out[32 + outpos] = (in[25 + inpos] & 1125899906842623L); + out[33 + outpos] = (in[25 + inpos] >>> 50) + | ((in[26 + inpos] & 68719476735L) << (50 - 36)); + out[34 + outpos] = (in[26 + inpos] >>> 36) + | ((in[27 + inpos] & 4194303L) << (50 - 22)); + out[35 + outpos] = (in[27 + inpos] >>> 22) + | ((in[28 + inpos] & 255L) << (50 - 8)); + out[36 + outpos] = ((in[28 + inpos] >>> 8) & 1125899906842623L); + out[37 + outpos] = (in[28 + inpos] >>> 58) + | ((in[29 + inpos] & 17592186044415L) << (50 - 44)); + out[38 + outpos] = (in[29 + inpos] >>> 44) + | ((in[30 + inpos] & 1073741823L) << (50 - 30)); + out[39 + outpos] = (in[30 + inpos] >>> 30) + | ((in[31 + inpos] & 65535L) << (50 - 16)); + out[40 + outpos] = (in[31 + inpos] >>> 16) + | ((in[32 + inpos] & 3L) << (50 - 2)); + out[41 + outpos] = ((in[32 + inpos] >>> 2) & 1125899906842623L); + out[42 + outpos] = (in[32 + inpos] >>> 52) + | ((in[33 + inpos] & 274877906943L) << (50 - 38)); + out[43 + outpos] = (in[33 + inpos] >>> 38) + | ((in[34 + inpos] & 16777215L) << (50 - 24)); + out[44 + outpos] = (in[34 + inpos] >>> 24) + | ((in[35 + inpos] & 1023L) << (50 - 10)); + out[45 + outpos] = ((in[35 + inpos] >>> 10) & 1125899906842623L); + out[46 + outpos] = (in[35 + inpos] >>> 60) + | ((in[36 + inpos] & 70368744177663L) << (50 - 46)); + out[47 + outpos] = (in[36 + inpos] >>> 46) + | ((in[37 + inpos] & 4294967295L) << (50 - 32)); + out[48 + outpos] = (in[37 + inpos] >>> 32) + | ((in[38 + inpos] & 262143L) << (50 - 18)); + out[49 + outpos] = (in[38 + inpos] >>> 18) + | ((in[39 + inpos] & 15L) << (50 - 4)); + out[50 + outpos] = ((in[39 + inpos] >>> 4) & 1125899906842623L); + out[51 + outpos] = (in[39 + inpos] >>> 54) + | ((in[40 + inpos] & 1099511627775L) << (50 - 40)); + out[52 + outpos] = (in[40 + inpos] >>> 40) + | ((in[41 + inpos] & 67108863L) << (50 - 26)); + out[53 + outpos] = (in[41 + inpos] >>> 26) + | ((in[42 + inpos] & 4095L) << (50 - 12)); + out[54 + outpos] = ((in[42 + inpos] >>> 12) & 1125899906842623L); + out[55 + outpos] = (in[42 + inpos] >>> 62) + | ((in[43 + inpos] & 281474976710655L) << (50 - 48)); + out[56 + outpos] = (in[43 + inpos] >>> 48) + | ((in[44 + inpos] & 17179869183L) << (50 - 34)); + out[57 + outpos] = (in[44 + inpos] >>> 34) + | ((in[45 + inpos] & 1048575L) << (50 - 20)); + out[58 + outpos] = (in[45 + inpos] >>> 20) + | ((in[46 + inpos] & 63L) << (50 - 6)); + out[59 + outpos] = ((in[46 + inpos] >>> 6) & 1125899906842623L); + out[60 + outpos] = (in[46 + inpos] >>> 56) + | ((in[47 + inpos] & 4398046511103L) << (50 - 42)); + out[61 + outpos] = (in[47 + inpos] >>> 42) + | ((in[48 + inpos] & 268435455L) << (50 - 28)); + out[62 + outpos] = (in[48 + inpos] >>> 28) + | ((in[49 + inpos] & 16383L) << (50 - 14)); + out[63 + outpos] = (in[49 + inpos] >>> 14); + } + + protected static void fastunpack51(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 2251799813685247L); + out[1 + outpos] = (in[inpos] >>> 51) + | ((in[1 + inpos] & 274877906943L) << (51 - 38)); + out[2 + outpos] = (in[1 + inpos] >>> 38) + | ((in[2 + inpos] & 33554431L) << (51 - 25)); + out[3 + outpos] = (in[2 + inpos] >>> 25) + | ((in[3 + inpos] & 4095L) << (51 - 12)); + out[4 + outpos] = ((in[3 + inpos] >>> 12) & 2251799813685247L); + out[5 + outpos] = (in[3 + inpos] >>> 63) + | ((in[4 + inpos] & 1125899906842623L) << (51 - 50)); + out[6 + outpos] = (in[4 + inpos] >>> 50) + | ((in[5 + inpos] & 137438953471L) << (51 - 37)); + out[7 + outpos] = (in[5 + inpos] >>> 37) + | ((in[6 + inpos] & 16777215L) << (51 - 24)); + out[8 + outpos] = (in[6 + inpos] >>> 24) + | ((in[7 + inpos] & 2047L) << (51 - 11)); + out[9 + outpos] = ((in[7 + inpos] >>> 11) & 2251799813685247L); + out[10 + outpos] = (in[7 + inpos] >>> 62) + | ((in[8 + inpos] & 562949953421311L) << (51 - 49)); + out[11 + outpos] = (in[8 + inpos] >>> 49) + | ((in[9 + inpos] & 68719476735L) << (51 - 36)); + out[12 + outpos] = (in[9 + inpos] >>> 36) + | ((in[10 + inpos] & 8388607L) << (51 - 23)); + out[13 + outpos] = (in[10 + inpos] >>> 23) + | ((in[11 + inpos] & 1023L) << (51 - 10)); + out[14 + outpos] = ((in[11 + inpos] >>> 10) & 2251799813685247L); + out[15 + outpos] = (in[11 + inpos] >>> 61) + | ((in[12 + inpos] & 281474976710655L) << (51 - 48)); + out[16 + outpos] = (in[12 + inpos] >>> 48) + | ((in[13 + inpos] & 34359738367L) << (51 - 35)); + out[17 + outpos] = (in[13 + inpos] >>> 35) + | ((in[14 + inpos] & 4194303L) << (51 - 22)); + out[18 + outpos] = (in[14 + inpos] >>> 22) + | ((in[15 + inpos] & 511L) << (51 - 9)); + out[19 + outpos] = ((in[15 + inpos] >>> 9) & 2251799813685247L); + out[20 + outpos] = (in[15 + inpos] >>> 60) + | ((in[16 + inpos] & 140737488355327L) << (51 - 47)); + out[21 + outpos] = (in[16 + inpos] >>> 47) + | ((in[17 + inpos] & 17179869183L) << (51 - 34)); + out[22 + outpos] = (in[17 + inpos] >>> 34) + | ((in[18 + inpos] & 2097151L) << (51 - 21)); + out[23 + outpos] = (in[18 + inpos] >>> 21) + | ((in[19 + inpos] & 255L) << (51 - 8)); + out[24 + outpos] = ((in[19 + inpos] >>> 8) & 2251799813685247L); + out[25 + outpos] = (in[19 + inpos] >>> 59) + | ((in[20 + inpos] & 70368744177663L) << (51 - 46)); + out[26 + outpos] = (in[20 + inpos] >>> 46) + | ((in[21 + inpos] & 8589934591L) << (51 - 33)); + out[27 + outpos] = (in[21 + inpos] >>> 33) + | ((in[22 + inpos] & 1048575L) << (51 - 20)); + out[28 + outpos] = (in[22 + inpos] >>> 20) + | ((in[23 + inpos] & 127L) << (51 - 7)); + out[29 + outpos] = ((in[23 + inpos] >>> 7) & 2251799813685247L); + out[30 + outpos] = (in[23 + inpos] >>> 58) + | ((in[24 + inpos] & 35184372088831L) << (51 - 45)); + out[31 + outpos] = (in[24 + inpos] >>> 45) + | ((in[25 + inpos] & 4294967295L) << (51 - 32)); + out[32 + outpos] = (in[25 + inpos] >>> 32) + | ((in[26 + inpos] & 524287L) << (51 - 19)); + out[33 + outpos] = (in[26 + inpos] >>> 19) + | ((in[27 + inpos] & 63L) << (51 - 6)); + out[34 + outpos] = ((in[27 + inpos] >>> 6) & 2251799813685247L); + out[35 + outpos] = (in[27 + inpos] >>> 57) + | ((in[28 + inpos] & 17592186044415L) << (51 - 44)); + out[36 + outpos] = (in[28 + inpos] >>> 44) + | ((in[29 + inpos] & 2147483647L) << (51 - 31)); + out[37 + outpos] = (in[29 + inpos] >>> 31) + | ((in[30 + inpos] & 262143L) << (51 - 18)); + out[38 + outpos] = (in[30 + inpos] >>> 18) + | ((in[31 + inpos] & 31L) << (51 - 5)); + out[39 + outpos] = ((in[31 + inpos] >>> 5) & 2251799813685247L); + out[40 + outpos] = (in[31 + inpos] >>> 56) + | ((in[32 + inpos] & 8796093022207L) << (51 - 43)); + out[41 + outpos] = (in[32 + inpos] >>> 43) + | ((in[33 + inpos] & 1073741823L) << (51 - 30)); + out[42 + outpos] = (in[33 + inpos] >>> 30) + | ((in[34 + inpos] & 131071L) << (51 - 17)); + out[43 + outpos] = (in[34 + inpos] >>> 17) + | ((in[35 + inpos] & 15L) << (51 - 4)); + out[44 + outpos] = ((in[35 + inpos] >>> 4) & 2251799813685247L); + out[45 + outpos] = (in[35 + inpos] >>> 55) + | ((in[36 + inpos] & 4398046511103L) << (51 - 42)); + out[46 + outpos] = (in[36 + inpos] >>> 42) + | ((in[37 + inpos] & 536870911L) << (51 - 29)); + out[47 + outpos] = (in[37 + inpos] >>> 29) + | ((in[38 + inpos] & 65535L) << (51 - 16)); + out[48 + outpos] = (in[38 + inpos] >>> 16) + | ((in[39 + inpos] & 7L) << (51 - 3)); + out[49 + outpos] = ((in[39 + inpos] >>> 3) & 2251799813685247L); + out[50 + outpos] = (in[39 + inpos] >>> 54) + | ((in[40 + inpos] & 2199023255551L) << (51 - 41)); + out[51 + outpos] = (in[40 + inpos] >>> 41) + | ((in[41 + inpos] & 268435455L) << (51 - 28)); + out[52 + outpos] = (in[41 + inpos] >>> 28) + | ((in[42 + inpos] & 32767L) << (51 - 15)); + out[53 + outpos] = (in[42 + inpos] >>> 15) + | ((in[43 + inpos] & 3L) << (51 - 2)); + out[54 + outpos] = ((in[43 + inpos] >>> 2) & 2251799813685247L); + out[55 + outpos] = (in[43 + inpos] >>> 53) + | ((in[44 + inpos] & 1099511627775L) << (51 - 40)); + out[56 + outpos] = (in[44 + inpos] >>> 40) + | ((in[45 + inpos] & 134217727L) << (51 - 27)); + out[57 + outpos] = (in[45 + inpos] >>> 27) + | ((in[46 + inpos] & 16383L) << (51 - 14)); + out[58 + outpos] = (in[46 + inpos] >>> 14) + | ((in[47 + inpos] & 1L) << (51 - 1)); + out[59 + outpos] = ((in[47 + inpos] >>> 1) & 2251799813685247L); + out[60 + outpos] = (in[47 + inpos] >>> 52) + | ((in[48 + inpos] & 549755813887L) << (51 - 39)); + out[61 + outpos] = (in[48 + inpos] >>> 39) + | ((in[49 + inpos] & 67108863L) << (51 - 26)); + out[62 + outpos] = (in[49 + inpos] >>> 26) + | ((in[50 + inpos] & 8191L) << (51 - 13)); + out[63 + outpos] = (in[50 + inpos] >>> 13); + } + + protected static void fastunpack52(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 4503599627370495L); + out[1 + outpos] = (in[inpos] >>> 52) + | ((in[1 + inpos] & 1099511627775L) << (52 - 40)); + out[2 + outpos] = (in[1 + inpos] >>> 40) + | ((in[2 + inpos] & 268435455L) << (52 - 28)); + out[3 + outpos] = (in[2 + inpos] >>> 28) + | ((in[3 + inpos] & 65535L) << (52 - 16)); + out[4 + outpos] = (in[3 + inpos] >>> 16) + | ((in[4 + inpos] & 15L) << (52 - 4)); + out[5 + outpos] = ((in[4 + inpos] >>> 4) & 4503599627370495L); + out[6 + outpos] = (in[4 + inpos] >>> 56) + | ((in[5 + inpos] & 17592186044415L) << (52 - 44)); + out[7 + outpos] = (in[5 + inpos] >>> 44) + | ((in[6 + inpos] & 4294967295L) << (52 - 32)); + out[8 + outpos] = (in[6 + inpos] >>> 32) + | ((in[7 + inpos] & 1048575L) << (52 - 20)); + out[9 + outpos] = (in[7 + inpos] >>> 20) + | ((in[8 + inpos] & 255L) << (52 - 8)); + out[10 + outpos] = ((in[8 + inpos] >>> 8) & 4503599627370495L); + out[11 + outpos] = (in[8 + inpos] >>> 60) + | ((in[9 + inpos] & 281474976710655L) << (52 - 48)); + out[12 + outpos] = (in[9 + inpos] >>> 48) + | ((in[10 + inpos] & 68719476735L) << (52 - 36)); + out[13 + outpos] = (in[10 + inpos] >>> 36) + | ((in[11 + inpos] & 16777215L) << (52 - 24)); + out[14 + outpos] = (in[11 + inpos] >>> 24) + | ((in[12 + inpos] & 4095L) << (52 - 12)); + out[15 + outpos] = (in[12 + inpos] >>> 12); + out[16 + outpos] = (in[13 + inpos] & 4503599627370495L); + out[17 + outpos] = (in[13 + inpos] >>> 52) + | ((in[14 + inpos] & 1099511627775L) << (52 - 40)); + out[18 + outpos] = (in[14 + inpos] >>> 40) + | ((in[15 + inpos] & 268435455L) << (52 - 28)); + out[19 + outpos] = (in[15 + inpos] >>> 28) + | ((in[16 + inpos] & 65535L) << (52 - 16)); + out[20 + outpos] = (in[16 + inpos] >>> 16) + | ((in[17 + inpos] & 15L) << (52 - 4)); + out[21 + outpos] = ((in[17 + inpos] >>> 4) & 4503599627370495L); + out[22 + outpos] = (in[17 + inpos] >>> 56) + | ((in[18 + inpos] & 17592186044415L) << (52 - 44)); + out[23 + outpos] = (in[18 + inpos] >>> 44) + | ((in[19 + inpos] & 4294967295L) << (52 - 32)); + out[24 + outpos] = (in[19 + inpos] >>> 32) + | ((in[20 + inpos] & 1048575L) << (52 - 20)); + out[25 + outpos] = (in[20 + inpos] >>> 20) + | ((in[21 + inpos] & 255L) << (52 - 8)); + out[26 + outpos] = ((in[21 + inpos] >>> 8) & 4503599627370495L); + out[27 + outpos] = (in[21 + inpos] >>> 60) + | ((in[22 + inpos] & 281474976710655L) << (52 - 48)); + out[28 + outpos] = (in[22 + inpos] >>> 48) + | ((in[23 + inpos] & 68719476735L) << (52 - 36)); + out[29 + outpos] = (in[23 + inpos] >>> 36) + | ((in[24 + inpos] & 16777215L) << (52 - 24)); + out[30 + outpos] = (in[24 + inpos] >>> 24) + | ((in[25 + inpos] & 4095L) << (52 - 12)); + out[31 + outpos] = (in[25 + inpos] >>> 12); + out[32 + outpos] = (in[26 + inpos] & 4503599627370495L); + out[33 + outpos] = (in[26 + inpos] >>> 52) + | ((in[27 + inpos] & 1099511627775L) << (52 - 40)); + out[34 + outpos] = (in[27 + inpos] >>> 40) + | ((in[28 + inpos] & 268435455L) << (52 - 28)); + out[35 + outpos] = (in[28 + inpos] >>> 28) + | ((in[29 + inpos] & 65535L) << (52 - 16)); + out[36 + outpos] = (in[29 + inpos] >>> 16) + | ((in[30 + inpos] & 15L) << (52 - 4)); + out[37 + outpos] = ((in[30 + inpos] >>> 4) & 4503599627370495L); + out[38 + outpos] = (in[30 + inpos] >>> 56) + | ((in[31 + inpos] & 17592186044415L) << (52 - 44)); + out[39 + outpos] = (in[31 + inpos] >>> 44) + | ((in[32 + inpos] & 4294967295L) << (52 - 32)); + out[40 + outpos] = (in[32 + inpos] >>> 32) + | ((in[33 + inpos] & 1048575L) << (52 - 20)); + out[41 + outpos] = (in[33 + inpos] >>> 20) + | ((in[34 + inpos] & 255L) << (52 - 8)); + out[42 + outpos] = ((in[34 + inpos] >>> 8) & 4503599627370495L); + out[43 + outpos] = (in[34 + inpos] >>> 60) + | ((in[35 + inpos] & 281474976710655L) << (52 - 48)); + out[44 + outpos] = (in[35 + inpos] >>> 48) + | ((in[36 + inpos] & 68719476735L) << (52 - 36)); + out[45 + outpos] = (in[36 + inpos] >>> 36) + | ((in[37 + inpos] & 16777215L) << (52 - 24)); + out[46 + outpos] = (in[37 + inpos] >>> 24) + | ((in[38 + inpos] & 4095L) << (52 - 12)); + out[47 + outpos] = (in[38 + inpos] >>> 12); + out[48 + outpos] = (in[39 + inpos] & 4503599627370495L); + out[49 + outpos] = (in[39 + inpos] >>> 52) + | ((in[40 + inpos] & 1099511627775L) << (52 - 40)); + out[50 + outpos] = (in[40 + inpos] >>> 40) + | ((in[41 + inpos] & 268435455L) << (52 - 28)); + out[51 + outpos] = (in[41 + inpos] >>> 28) + | ((in[42 + inpos] & 65535L) << (52 - 16)); + out[52 + outpos] = (in[42 + inpos] >>> 16) + | ((in[43 + inpos] & 15L) << (52 - 4)); + out[53 + outpos] = ((in[43 + inpos] >>> 4) & 4503599627370495L); + out[54 + outpos] = (in[43 + inpos] >>> 56) + | ((in[44 + inpos] & 17592186044415L) << (52 - 44)); + out[55 + outpos] = (in[44 + inpos] >>> 44) + | ((in[45 + inpos] & 4294967295L) << (52 - 32)); + out[56 + outpos] = (in[45 + inpos] >>> 32) + | ((in[46 + inpos] & 1048575L) << (52 - 20)); + out[57 + outpos] = (in[46 + inpos] >>> 20) + | ((in[47 + inpos] & 255L) << (52 - 8)); + out[58 + outpos] = ((in[47 + inpos] >>> 8) & 4503599627370495L); + out[59 + outpos] = (in[47 + inpos] >>> 60) + | ((in[48 + inpos] & 281474976710655L) << (52 - 48)); + out[60 + outpos] = (in[48 + inpos] >>> 48) + | ((in[49 + inpos] & 68719476735L) << (52 - 36)); + out[61 + outpos] = (in[49 + inpos] >>> 36) + | ((in[50 + inpos] & 16777215L) << (52 - 24)); + out[62 + outpos] = (in[50 + inpos] >>> 24) + | ((in[51 + inpos] & 4095L) << (52 - 12)); + out[63 + outpos] = (in[51 + inpos] >>> 12); + } + + protected static void fastunpack53(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 9007199254740991L); + out[1 + outpos] = (in[inpos] >>> 53) + | ((in[1 + inpos] & 4398046511103L) << (53 - 42)); + out[2 + outpos] = (in[1 + inpos] >>> 42) + | ((in[2 + inpos] & 2147483647L) << (53 - 31)); + out[3 + outpos] = (in[2 + inpos] >>> 31) + | ((in[3 + inpos] & 1048575L) << (53 - 20)); + out[4 + outpos] = (in[3 + inpos] >>> 20) + | ((in[4 + inpos] & 511L) << (53 - 9)); + out[5 + outpos] = ((in[4 + inpos] >>> 9) & 9007199254740991L); + out[6 + outpos] = (in[4 + inpos] >>> 62) + | ((in[5 + inpos] & 2251799813685247L) << (53 - 51)); + out[7 + outpos] = (in[5 + inpos] >>> 51) + | ((in[6 + inpos] & 1099511627775L) << (53 - 40)); + out[8 + outpos] = (in[6 + inpos] >>> 40) + | ((in[7 + inpos] & 536870911L) << (53 - 29)); + out[9 + outpos] = (in[7 + inpos] >>> 29) + | ((in[8 + inpos] & 262143L) << (53 - 18)); + out[10 + outpos] = (in[8 + inpos] >>> 18) + | ((in[9 + inpos] & 127L) << (53 - 7)); + out[11 + outpos] = ((in[9 + inpos] >>> 7) & 9007199254740991L); + out[12 + outpos] = (in[9 + inpos] >>> 60) + | ((in[10 + inpos] & 562949953421311L) << (53 - 49)); + out[13 + outpos] = (in[10 + inpos] >>> 49) + | ((in[11 + inpos] & 274877906943L) << (53 - 38)); + out[14 + outpos] = (in[11 + inpos] >>> 38) + | ((in[12 + inpos] & 134217727L) << (53 - 27)); + out[15 + outpos] = (in[12 + inpos] >>> 27) + | ((in[13 + inpos] & 65535L) << (53 - 16)); + out[16 + outpos] = (in[13 + inpos] >>> 16) + | ((in[14 + inpos] & 31L) << (53 - 5)); + out[17 + outpos] = ((in[14 + inpos] >>> 5) & 9007199254740991L); + out[18 + outpos] = (in[14 + inpos] >>> 58) + | ((in[15 + inpos] & 140737488355327L) << (53 - 47)); + out[19 + outpos] = (in[15 + inpos] >>> 47) + | ((in[16 + inpos] & 68719476735L) << (53 - 36)); + out[20 + outpos] = (in[16 + inpos] >>> 36) + | ((in[17 + inpos] & 33554431L) << (53 - 25)); + out[21 + outpos] = (in[17 + inpos] >>> 25) + | ((in[18 + inpos] & 16383L) << (53 - 14)); + out[22 + outpos] = (in[18 + inpos] >>> 14) + | ((in[19 + inpos] & 7L) << (53 - 3)); + out[23 + outpos] = ((in[19 + inpos] >>> 3) & 9007199254740991L); + out[24 + outpos] = (in[19 + inpos] >>> 56) + | ((in[20 + inpos] & 35184372088831L) << (53 - 45)); + out[25 + outpos] = (in[20 + inpos] >>> 45) + | ((in[21 + inpos] & 17179869183L) << (53 - 34)); + out[26 + outpos] = (in[21 + inpos] >>> 34) + | ((in[22 + inpos] & 8388607L) << (53 - 23)); + out[27 + outpos] = (in[22 + inpos] >>> 23) + | ((in[23 + inpos] & 4095L) << (53 - 12)); + out[28 + outpos] = (in[23 + inpos] >>> 12) + | ((in[24 + inpos] & 1L) << (53 - 1)); + out[29 + outpos] = ((in[24 + inpos] >>> 1) & 9007199254740991L); + out[30 + outpos] = (in[24 + inpos] >>> 54) + | ((in[25 + inpos] & 8796093022207L) << (53 - 43)); + out[31 + outpos] = (in[25 + inpos] >>> 43) + | ((in[26 + inpos] & 4294967295L) << (53 - 32)); + out[32 + outpos] = (in[26 + inpos] >>> 32) + | ((in[27 + inpos] & 2097151L) << (53 - 21)); + out[33 + outpos] = (in[27 + inpos] >>> 21) + | ((in[28 + inpos] & 1023L) << (53 - 10)); + out[34 + outpos] = ((in[28 + inpos] >>> 10) & 9007199254740991L); + out[35 + outpos] = (in[28 + inpos] >>> 63) + | ((in[29 + inpos] & 4503599627370495L) << (53 - 52)); + out[36 + outpos] = (in[29 + inpos] >>> 52) + | ((in[30 + inpos] & 2199023255551L) << (53 - 41)); + out[37 + outpos] = (in[30 + inpos] >>> 41) + | ((in[31 + inpos] & 1073741823L) << (53 - 30)); + out[38 + outpos] = (in[31 + inpos] >>> 30) + | ((in[32 + inpos] & 524287L) << (53 - 19)); + out[39 + outpos] = (in[32 + inpos] >>> 19) + | ((in[33 + inpos] & 255L) << (53 - 8)); + out[40 + outpos] = ((in[33 + inpos] >>> 8) & 9007199254740991L); + out[41 + outpos] = (in[33 + inpos] >>> 61) + | ((in[34 + inpos] & 1125899906842623L) << (53 - 50)); + out[42 + outpos] = (in[34 + inpos] >>> 50) + | ((in[35 + inpos] & 549755813887L) << (53 - 39)); + out[43 + outpos] = (in[35 + inpos] >>> 39) + | ((in[36 + inpos] & 268435455L) << (53 - 28)); + out[44 + outpos] = (in[36 + inpos] >>> 28) + | ((in[37 + inpos] & 131071L) << (53 - 17)); + out[45 + outpos] = (in[37 + inpos] >>> 17) + | ((in[38 + inpos] & 63L) << (53 - 6)); + out[46 + outpos] = ((in[38 + inpos] >>> 6) & 9007199254740991L); + out[47 + outpos] = (in[38 + inpos] >>> 59) + | ((in[39 + inpos] & 281474976710655L) << (53 - 48)); + out[48 + outpos] = (in[39 + inpos] >>> 48) + | ((in[40 + inpos] & 137438953471L) << (53 - 37)); + out[49 + outpos] = (in[40 + inpos] >>> 37) + | ((in[41 + inpos] & 67108863L) << (53 - 26)); + out[50 + outpos] = (in[41 + inpos] >>> 26) + | ((in[42 + inpos] & 32767L) << (53 - 15)); + out[51 + outpos] = (in[42 + inpos] >>> 15) + | ((in[43 + inpos] & 15L) << (53 - 4)); + out[52 + outpos] = ((in[43 + inpos] >>> 4) & 9007199254740991L); + out[53 + outpos] = (in[43 + inpos] >>> 57) + | ((in[44 + inpos] & 70368744177663L) << (53 - 46)); + out[54 + outpos] = (in[44 + inpos] >>> 46) + | ((in[45 + inpos] & 34359738367L) << (53 - 35)); + out[55 + outpos] = (in[45 + inpos] >>> 35) + | ((in[46 + inpos] & 16777215L) << (53 - 24)); + out[56 + outpos] = (in[46 + inpos] >>> 24) + | ((in[47 + inpos] & 8191L) << (53 - 13)); + out[57 + outpos] = (in[47 + inpos] >>> 13) + | ((in[48 + inpos] & 3L) << (53 - 2)); + out[58 + outpos] = ((in[48 + inpos] >>> 2) & 9007199254740991L); + out[59 + outpos] = (in[48 + inpos] >>> 55) + | ((in[49 + inpos] & 17592186044415L) << (53 - 44)); + out[60 + outpos] = (in[49 + inpos] >>> 44) + | ((in[50 + inpos] & 8589934591L) << (53 - 33)); + out[61 + outpos] = (in[50 + inpos] >>> 33) + | ((in[51 + inpos] & 4194303L) << (53 - 22)); + out[62 + outpos] = (in[51 + inpos] >>> 22) + | ((in[52 + inpos] & 2047L) << (53 - 11)); + out[63 + outpos] = (in[52 + inpos] >>> 11); + } + + protected static void fastunpack54(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 18014398509481983L); + out[1 + outpos] = (in[inpos] >>> 54) + | ((in[1 + inpos] & 17592186044415L) << (54 - 44)); + out[2 + outpos] = (in[1 + inpos] >>> 44) + | ((in[2 + inpos] & 17179869183L) << (54 - 34)); + out[3 + outpos] = (in[2 + inpos] >>> 34) + | ((in[3 + inpos] & 16777215L) << (54 - 24)); + out[4 + outpos] = (in[3 + inpos] >>> 24) + | ((in[4 + inpos] & 16383L) << (54 - 14)); + out[5 + outpos] = (in[4 + inpos] >>> 14) + | ((in[5 + inpos] & 15L) << (54 - 4)); + out[6 + outpos] = ((in[5 + inpos] >>> 4) & 18014398509481983L); + out[7 + outpos] = (in[5 + inpos] >>> 58) + | ((in[6 + inpos] & 281474976710655L) << (54 - 48)); + out[8 + outpos] = (in[6 + inpos] >>> 48) + | ((in[7 + inpos] & 274877906943L) << (54 - 38)); + out[9 + outpos] = (in[7 + inpos] >>> 38) + | ((in[8 + inpos] & 268435455L) << (54 - 28)); + out[10 + outpos] = (in[8 + inpos] >>> 28) + | ((in[9 + inpos] & 262143L) << (54 - 18)); + out[11 + outpos] = (in[9 + inpos] >>> 18) + | ((in[10 + inpos] & 255L) << (54 - 8)); + out[12 + outpos] = ((in[10 + inpos] >>> 8) & 18014398509481983L); + out[13 + outpos] = (in[10 + inpos] >>> 62) + | ((in[11 + inpos] & 4503599627370495L) << (54 - 52)); + out[14 + outpos] = (in[11 + inpos] >>> 52) + | ((in[12 + inpos] & 4398046511103L) << (54 - 42)); + out[15 + outpos] = (in[12 + inpos] >>> 42) + | ((in[13 + inpos] & 4294967295L) << (54 - 32)); + out[16 + outpos] = (in[13 + inpos] >>> 32) + | ((in[14 + inpos] & 4194303L) << (54 - 22)); + out[17 + outpos] = (in[14 + inpos] >>> 22) + | ((in[15 + inpos] & 4095L) << (54 - 12)); + out[18 + outpos] = (in[15 + inpos] >>> 12) + | ((in[16 + inpos] & 3L) << (54 - 2)); + out[19 + outpos] = ((in[16 + inpos] >>> 2) & 18014398509481983L); + out[20 + outpos] = (in[16 + inpos] >>> 56) + | ((in[17 + inpos] & 70368744177663L) << (54 - 46)); + out[21 + outpos] = (in[17 + inpos] >>> 46) + | ((in[18 + inpos] & 68719476735L) << (54 - 36)); + out[22 + outpos] = (in[18 + inpos] >>> 36) + | ((in[19 + inpos] & 67108863L) << (54 - 26)); + out[23 + outpos] = (in[19 + inpos] >>> 26) + | ((in[20 + inpos] & 65535L) << (54 - 16)); + out[24 + outpos] = (in[20 + inpos] >>> 16) + | ((in[21 + inpos] & 63L) << (54 - 6)); + out[25 + outpos] = ((in[21 + inpos] >>> 6) & 18014398509481983L); + out[26 + outpos] = (in[21 + inpos] >>> 60) + | ((in[22 + inpos] & 1125899906842623L) << (54 - 50)); + out[27 + outpos] = (in[22 + inpos] >>> 50) + | ((in[23 + inpos] & 1099511627775L) << (54 - 40)); + out[28 + outpos] = (in[23 + inpos] >>> 40) + | ((in[24 + inpos] & 1073741823L) << (54 - 30)); + out[29 + outpos] = (in[24 + inpos] >>> 30) + | ((in[25 + inpos] & 1048575L) << (54 - 20)); + out[30 + outpos] = (in[25 + inpos] >>> 20) + | ((in[26 + inpos] & 1023L) << (54 - 10)); + out[31 + outpos] = (in[26 + inpos] >>> 10); + out[32 + outpos] = (in[27 + inpos] & 18014398509481983L); + out[33 + outpos] = (in[27 + inpos] >>> 54) + | ((in[28 + inpos] & 17592186044415L) << (54 - 44)); + out[34 + outpos] = (in[28 + inpos] >>> 44) + | ((in[29 + inpos] & 17179869183L) << (54 - 34)); + out[35 + outpos] = (in[29 + inpos] >>> 34) + | ((in[30 + inpos] & 16777215L) << (54 - 24)); + out[36 + outpos] = (in[30 + inpos] >>> 24) + | ((in[31 + inpos] & 16383L) << (54 - 14)); + out[37 + outpos] = (in[31 + inpos] >>> 14) + | ((in[32 + inpos] & 15L) << (54 - 4)); + out[38 + outpos] = ((in[32 + inpos] >>> 4) & 18014398509481983L); + out[39 + outpos] = (in[32 + inpos] >>> 58) + | ((in[33 + inpos] & 281474976710655L) << (54 - 48)); + out[40 + outpos] = (in[33 + inpos] >>> 48) + | ((in[34 + inpos] & 274877906943L) << (54 - 38)); + out[41 + outpos] = (in[34 + inpos] >>> 38) + | ((in[35 + inpos] & 268435455L) << (54 - 28)); + out[42 + outpos] = (in[35 + inpos] >>> 28) + | ((in[36 + inpos] & 262143L) << (54 - 18)); + out[43 + outpos] = (in[36 + inpos] >>> 18) + | ((in[37 + inpos] & 255L) << (54 - 8)); + out[44 + outpos] = ((in[37 + inpos] >>> 8) & 18014398509481983L); + out[45 + outpos] = (in[37 + inpos] >>> 62) + | ((in[38 + inpos] & 4503599627370495L) << (54 - 52)); + out[46 + outpos] = (in[38 + inpos] >>> 52) + | ((in[39 + inpos] & 4398046511103L) << (54 - 42)); + out[47 + outpos] = (in[39 + inpos] >>> 42) + | ((in[40 + inpos] & 4294967295L) << (54 - 32)); + out[48 + outpos] = (in[40 + inpos] >>> 32) + | ((in[41 + inpos] & 4194303L) << (54 - 22)); + out[49 + outpos] = (in[41 + inpos] >>> 22) + | ((in[42 + inpos] & 4095L) << (54 - 12)); + out[50 + outpos] = (in[42 + inpos] >>> 12) + | ((in[43 + inpos] & 3L) << (54 - 2)); + out[51 + outpos] = ((in[43 + inpos] >>> 2) & 18014398509481983L); + out[52 + outpos] = (in[43 + inpos] >>> 56) + | ((in[44 + inpos] & 70368744177663L) << (54 - 46)); + out[53 + outpos] = (in[44 + inpos] >>> 46) + | ((in[45 + inpos] & 68719476735L) << (54 - 36)); + out[54 + outpos] = (in[45 + inpos] >>> 36) + | ((in[46 + inpos] & 67108863L) << (54 - 26)); + out[55 + outpos] = (in[46 + inpos] >>> 26) + | ((in[47 + inpos] & 65535L) << (54 - 16)); + out[56 + outpos] = (in[47 + inpos] >>> 16) + | ((in[48 + inpos] & 63L) << (54 - 6)); + out[57 + outpos] = ((in[48 + inpos] >>> 6) & 18014398509481983L); + out[58 + outpos] = (in[48 + inpos] >>> 60) + | ((in[49 + inpos] & 1125899906842623L) << (54 - 50)); + out[59 + outpos] = (in[49 + inpos] >>> 50) + | ((in[50 + inpos] & 1099511627775L) << (54 - 40)); + out[60 + outpos] = (in[50 + inpos] >>> 40) + | ((in[51 + inpos] & 1073741823L) << (54 - 30)); + out[61 + outpos] = (in[51 + inpos] >>> 30) + | ((in[52 + inpos] & 1048575L) << (54 - 20)); + out[62 + outpos] = (in[52 + inpos] >>> 20) + | ((in[53 + inpos] & 1023L) << (54 - 10)); + out[63 + outpos] = (in[53 + inpos] >>> 10); + } + + protected static void fastunpack55(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 36028797018963967L); + out[1 + outpos] = (in[inpos] >>> 55) + | ((in[1 + inpos] & 70368744177663L) << (55 - 46)); + out[2 + outpos] = (in[1 + inpos] >>> 46) + | ((in[2 + inpos] & 137438953471L) << (55 - 37)); + out[3 + outpos] = (in[2 + inpos] >>> 37) + | ((in[3 + inpos] & 268435455L) << (55 - 28)); + out[4 + outpos] = (in[3 + inpos] >>> 28) + | ((in[4 + inpos] & 524287L) << (55 - 19)); + out[5 + outpos] = (in[4 + inpos] >>> 19) + | ((in[5 + inpos] & 1023L) << (55 - 10)); + out[6 + outpos] = (in[5 + inpos] >>> 10) + | ((in[6 + inpos] & 1L) << (55 - 1)); + out[7 + outpos] = ((in[6 + inpos] >>> 1) & 36028797018963967L); + out[8 + outpos] = (in[6 + inpos] >>> 56) + | ((in[7 + inpos] & 140737488355327L) << (55 - 47)); + out[9 + outpos] = (in[7 + inpos] >>> 47) + | ((in[8 + inpos] & 274877906943L) << (55 - 38)); + out[10 + outpos] = (in[8 + inpos] >>> 38) + | ((in[9 + inpos] & 536870911L) << (55 - 29)); + out[11 + outpos] = (in[9 + inpos] >>> 29) + | ((in[10 + inpos] & 1048575L) << (55 - 20)); + out[12 + outpos] = (in[10 + inpos] >>> 20) + | ((in[11 + inpos] & 2047L) << (55 - 11)); + out[13 + outpos] = (in[11 + inpos] >>> 11) + | ((in[12 + inpos] & 3L) << (55 - 2)); + out[14 + outpos] = ((in[12 + inpos] >>> 2) & 36028797018963967L); + out[15 + outpos] = (in[12 + inpos] >>> 57) + | ((in[13 + inpos] & 281474976710655L) << (55 - 48)); + out[16 + outpos] = (in[13 + inpos] >>> 48) + | ((in[14 + inpos] & 549755813887L) << (55 - 39)); + out[17 + outpos] = (in[14 + inpos] >>> 39) + | ((in[15 + inpos] & 1073741823L) << (55 - 30)); + out[18 + outpos] = (in[15 + inpos] >>> 30) + | ((in[16 + inpos] & 2097151L) << (55 - 21)); + out[19 + outpos] = (in[16 + inpos] >>> 21) + | ((in[17 + inpos] & 4095L) << (55 - 12)); + out[20 + outpos] = (in[17 + inpos] >>> 12) + | ((in[18 + inpos] & 7L) << (55 - 3)); + out[21 + outpos] = ((in[18 + inpos] >>> 3) & 36028797018963967L); + out[22 + outpos] = (in[18 + inpos] >>> 58) + | ((in[19 + inpos] & 562949953421311L) << (55 - 49)); + out[23 + outpos] = (in[19 + inpos] >>> 49) + | ((in[20 + inpos] & 1099511627775L) << (55 - 40)); + out[24 + outpos] = (in[20 + inpos] >>> 40) + | ((in[21 + inpos] & 2147483647L) << (55 - 31)); + out[25 + outpos] = (in[21 + inpos] >>> 31) + | ((in[22 + inpos] & 4194303L) << (55 - 22)); + out[26 + outpos] = (in[22 + inpos] >>> 22) + | ((in[23 + inpos] & 8191L) << (55 - 13)); + out[27 + outpos] = (in[23 + inpos] >>> 13) + | ((in[24 + inpos] & 15L) << (55 - 4)); + out[28 + outpos] = ((in[24 + inpos] >>> 4) & 36028797018963967L); + out[29 + outpos] = (in[24 + inpos] >>> 59) + | ((in[25 + inpos] & 1125899906842623L) << (55 - 50)); + out[30 + outpos] = (in[25 + inpos] >>> 50) + | ((in[26 + inpos] & 2199023255551L) << (55 - 41)); + out[31 + outpos] = (in[26 + inpos] >>> 41) + | ((in[27 + inpos] & 4294967295L) << (55 - 32)); + out[32 + outpos] = (in[27 + inpos] >>> 32) + | ((in[28 + inpos] & 8388607L) << (55 - 23)); + out[33 + outpos] = (in[28 + inpos] >>> 23) + | ((in[29 + inpos] & 16383L) << (55 - 14)); + out[34 + outpos] = (in[29 + inpos] >>> 14) + | ((in[30 + inpos] & 31L) << (55 - 5)); + out[35 + outpos] = ((in[30 + inpos] >>> 5) & 36028797018963967L); + out[36 + outpos] = (in[30 + inpos] >>> 60) + | ((in[31 + inpos] & 2251799813685247L) << (55 - 51)); + out[37 + outpos] = (in[31 + inpos] >>> 51) + | ((in[32 + inpos] & 4398046511103L) << (55 - 42)); + out[38 + outpos] = (in[32 + inpos] >>> 42) + | ((in[33 + inpos] & 8589934591L) << (55 - 33)); + out[39 + outpos] = (in[33 + inpos] >>> 33) + | ((in[34 + inpos] & 16777215L) << (55 - 24)); + out[40 + outpos] = (in[34 + inpos] >>> 24) + | ((in[35 + inpos] & 32767L) << (55 - 15)); + out[41 + outpos] = (in[35 + inpos] >>> 15) + | ((in[36 + inpos] & 63L) << (55 - 6)); + out[42 + outpos] = ((in[36 + inpos] >>> 6) & 36028797018963967L); + out[43 + outpos] = (in[36 + inpos] >>> 61) + | ((in[37 + inpos] & 4503599627370495L) << (55 - 52)); + out[44 + outpos] = (in[37 + inpos] >>> 52) + | ((in[38 + inpos] & 8796093022207L) << (55 - 43)); + out[45 + outpos] = (in[38 + inpos] >>> 43) + | ((in[39 + inpos] & 17179869183L) << (55 - 34)); + out[46 + outpos] = (in[39 + inpos] >>> 34) + | ((in[40 + inpos] & 33554431L) << (55 - 25)); + out[47 + outpos] = (in[40 + inpos] >>> 25) + | ((in[41 + inpos] & 65535L) << (55 - 16)); + out[48 + outpos] = (in[41 + inpos] >>> 16) + | ((in[42 + inpos] & 127L) << (55 - 7)); + out[49 + outpos] = ((in[42 + inpos] >>> 7) & 36028797018963967L); + out[50 + outpos] = (in[42 + inpos] >>> 62) + | ((in[43 + inpos] & 9007199254740991L) << (55 - 53)); + out[51 + outpos] = (in[43 + inpos] >>> 53) + | ((in[44 + inpos] & 17592186044415L) << (55 - 44)); + out[52 + outpos] = (in[44 + inpos] >>> 44) + | ((in[45 + inpos] & 34359738367L) << (55 - 35)); + out[53 + outpos] = (in[45 + inpos] >>> 35) + | ((in[46 + inpos] & 67108863L) << (55 - 26)); + out[54 + outpos] = (in[46 + inpos] >>> 26) + | ((in[47 + inpos] & 131071L) << (55 - 17)); + out[55 + outpos] = (in[47 + inpos] >>> 17) + | ((in[48 + inpos] & 255L) << (55 - 8)); + out[56 + outpos] = ((in[48 + inpos] >>> 8) & 36028797018963967L); + out[57 + outpos] = (in[48 + inpos] >>> 63) + | ((in[49 + inpos] & 18014398509481983L) << (55 - 54)); + out[58 + outpos] = (in[49 + inpos] >>> 54) + | ((in[50 + inpos] & 35184372088831L) << (55 - 45)); + out[59 + outpos] = (in[50 + inpos] >>> 45) + | ((in[51 + inpos] & 68719476735L) << (55 - 36)); + out[60 + outpos] = (in[51 + inpos] >>> 36) + | ((in[52 + inpos] & 134217727L) << (55 - 27)); + out[61 + outpos] = (in[52 + inpos] >>> 27) + | ((in[53 + inpos] & 262143L) << (55 - 18)); + out[62 + outpos] = (in[53 + inpos] >>> 18) + | ((in[54 + inpos] & 511L) << (55 - 9)); + out[63 + outpos] = (in[54 + inpos] >>> 9); + } + + protected static void fastunpack56(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 72057594037927935L); + out[1 + outpos] = (in[inpos] >>> 56) + | ((in[1 + inpos] & 281474976710655L) << (56 - 48)); + out[2 + outpos] = (in[1 + inpos] >>> 48) + | ((in[2 + inpos] & 1099511627775L) << (56 - 40)); + out[3 + outpos] = (in[2 + inpos] >>> 40) + | ((in[3 + inpos] & 4294967295L) << (56 - 32)); + out[4 + outpos] = (in[3 + inpos] >>> 32) + | ((in[4 + inpos] & 16777215L) << (56 - 24)); + out[5 + outpos] = (in[4 + inpos] >>> 24) + | ((in[5 + inpos] & 65535L) << (56 - 16)); + out[6 + outpos] = (in[5 + inpos] >>> 16) + | ((in[6 + inpos] & 255L) << (56 - 8)); + out[7 + outpos] = (in[6 + inpos] >>> 8); + out[8 + outpos] = (in[7 + inpos] & 72057594037927935L); + out[9 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 281474976710655L) << (56 - 48)); + out[10 + outpos] = (in[8 + inpos] >>> 48) + | ((in[9 + inpos] & 1099511627775L) << (56 - 40)); + out[11 + outpos] = (in[9 + inpos] >>> 40) + | ((in[10 + inpos] & 4294967295L) << (56 - 32)); + out[12 + outpos] = (in[10 + inpos] >>> 32) + | ((in[11 + inpos] & 16777215L) << (56 - 24)); + out[13 + outpos] = (in[11 + inpos] >>> 24) + | ((in[12 + inpos] & 65535L) << (56 - 16)); + out[14 + outpos] = (in[12 + inpos] >>> 16) + | ((in[13 + inpos] & 255L) << (56 - 8)); + out[15 + outpos] = (in[13 + inpos] >>> 8); + out[16 + outpos] = (in[14 + inpos] & 72057594037927935L); + out[17 + outpos] = (in[14 + inpos] >>> 56) + | ((in[15 + inpos] & 281474976710655L) << (56 - 48)); + out[18 + outpos] = (in[15 + inpos] >>> 48) + | ((in[16 + inpos] & 1099511627775L) << (56 - 40)); + out[19 + outpos] = (in[16 + inpos] >>> 40) + | ((in[17 + inpos] & 4294967295L) << (56 - 32)); + out[20 + outpos] = (in[17 + inpos] >>> 32) + | ((in[18 + inpos] & 16777215L) << (56 - 24)); + out[21 + outpos] = (in[18 + inpos] >>> 24) + | ((in[19 + inpos] & 65535L) << (56 - 16)); + out[22 + outpos] = (in[19 + inpos] >>> 16) + | ((in[20 + inpos] & 255L) << (56 - 8)); + out[23 + outpos] = (in[20 + inpos] >>> 8); + out[24 + outpos] = (in[21 + inpos] & 72057594037927935L); + out[25 + outpos] = (in[21 + inpos] >>> 56) + | ((in[22 + inpos] & 281474976710655L) << (56 - 48)); + out[26 + outpos] = (in[22 + inpos] >>> 48) + | ((in[23 + inpos] & 1099511627775L) << (56 - 40)); + out[27 + outpos] = (in[23 + inpos] >>> 40) + | ((in[24 + inpos] & 4294967295L) << (56 - 32)); + out[28 + outpos] = (in[24 + inpos] >>> 32) + | ((in[25 + inpos] & 16777215L) << (56 - 24)); + out[29 + outpos] = (in[25 + inpos] >>> 24) + | ((in[26 + inpos] & 65535L) << (56 - 16)); + out[30 + outpos] = (in[26 + inpos] >>> 16) + | ((in[27 + inpos] & 255L) << (56 - 8)); + out[31 + outpos] = (in[27 + inpos] >>> 8); + out[32 + outpos] = (in[28 + inpos] & 72057594037927935L); + out[33 + outpos] = (in[28 + inpos] >>> 56) + | ((in[29 + inpos] & 281474976710655L) << (56 - 48)); + out[34 + outpos] = (in[29 + inpos] >>> 48) + | ((in[30 + inpos] & 1099511627775L) << (56 - 40)); + out[35 + outpos] = (in[30 + inpos] >>> 40) + | ((in[31 + inpos] & 4294967295L) << (56 - 32)); + out[36 + outpos] = (in[31 + inpos] >>> 32) + | ((in[32 + inpos] & 16777215L) << (56 - 24)); + out[37 + outpos] = (in[32 + inpos] >>> 24) + | ((in[33 + inpos] & 65535L) << (56 - 16)); + out[38 + outpos] = (in[33 + inpos] >>> 16) + | ((in[34 + inpos] & 255L) << (56 - 8)); + out[39 + outpos] = (in[34 + inpos] >>> 8); + out[40 + outpos] = (in[35 + inpos] & 72057594037927935L); + out[41 + outpos] = (in[35 + inpos] >>> 56) + | ((in[36 + inpos] & 281474976710655L) << (56 - 48)); + out[42 + outpos] = (in[36 + inpos] >>> 48) + | ((in[37 + inpos] & 1099511627775L) << (56 - 40)); + out[43 + outpos] = (in[37 + inpos] >>> 40) + | ((in[38 + inpos] & 4294967295L) << (56 - 32)); + out[44 + outpos] = (in[38 + inpos] >>> 32) + | ((in[39 + inpos] & 16777215L) << (56 - 24)); + out[45 + outpos] = (in[39 + inpos] >>> 24) + | ((in[40 + inpos] & 65535L) << (56 - 16)); + out[46 + outpos] = (in[40 + inpos] >>> 16) + | ((in[41 + inpos] & 255L) << (56 - 8)); + out[47 + outpos] = (in[41 + inpos] >>> 8); + out[48 + outpos] = (in[42 + inpos] & 72057594037927935L); + out[49 + outpos] = (in[42 + inpos] >>> 56) + | ((in[43 + inpos] & 281474976710655L) << (56 - 48)); + out[50 + outpos] = (in[43 + inpos] >>> 48) + | ((in[44 + inpos] & 1099511627775L) << (56 - 40)); + out[51 + outpos] = (in[44 + inpos] >>> 40) + | ((in[45 + inpos] & 4294967295L) << (56 - 32)); + out[52 + outpos] = (in[45 + inpos] >>> 32) + | ((in[46 + inpos] & 16777215L) << (56 - 24)); + out[53 + outpos] = (in[46 + inpos] >>> 24) + | ((in[47 + inpos] & 65535L) << (56 - 16)); + out[54 + outpos] = (in[47 + inpos] >>> 16) + | ((in[48 + inpos] & 255L) << (56 - 8)); + out[55 + outpos] = (in[48 + inpos] >>> 8); + out[56 + outpos] = (in[49 + inpos] & 72057594037927935L); + out[57 + outpos] = (in[49 + inpos] >>> 56) + | ((in[50 + inpos] & 281474976710655L) << (56 - 48)); + out[58 + outpos] = (in[50 + inpos] >>> 48) + | ((in[51 + inpos] & 1099511627775L) << (56 - 40)); + out[59 + outpos] = (in[51 + inpos] >>> 40) + | ((in[52 + inpos] & 4294967295L) << (56 - 32)); + out[60 + outpos] = (in[52 + inpos] >>> 32) + | ((in[53 + inpos] & 16777215L) << (56 - 24)); + out[61 + outpos] = (in[53 + inpos] >>> 24) + | ((in[54 + inpos] & 65535L) << (56 - 16)); + out[62 + outpos] = (in[54 + inpos] >>> 16) + | ((in[55 + inpos] & 255L) << (56 - 8)); + out[63 + outpos] = (in[55 + inpos] >>> 8); + } + + protected static void fastunpack57(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 144115188075855871L); + out[1 + outpos] = (in[inpos] >>> 57) + | ((in[1 + inpos] & 1125899906842623L) << (57 - 50)); + out[2 + outpos] = (in[1 + inpos] >>> 50) + | ((in[2 + inpos] & 8796093022207L) << (57 - 43)); + out[3 + outpos] = (in[2 + inpos] >>> 43) + | ((in[3 + inpos] & 68719476735L) << (57 - 36)); + out[4 + outpos] = (in[3 + inpos] >>> 36) + | ((in[4 + inpos] & 536870911L) << (57 - 29)); + out[5 + outpos] = (in[4 + inpos] >>> 29) + | ((in[5 + inpos] & 4194303L) << (57 - 22)); + out[6 + outpos] = (in[5 + inpos] >>> 22) + | ((in[6 + inpos] & 32767L) << (57 - 15)); + out[7 + outpos] = (in[6 + inpos] >>> 15) + | ((in[7 + inpos] & 255L) << (57 - 8)); + out[8 + outpos] = (in[7 + inpos] >>> 8) + | ((in[8 + inpos] & 1L) << (57 - 1)); + out[9 + outpos] = ((in[8 + inpos] >>> 1) & 144115188075855871L); + out[10 + outpos] = (in[8 + inpos] >>> 58) + | ((in[9 + inpos] & 2251799813685247L) << (57 - 51)); + out[11 + outpos] = (in[9 + inpos] >>> 51) + | ((in[10 + inpos] & 17592186044415L) << (57 - 44)); + out[12 + outpos] = (in[10 + inpos] >>> 44) + | ((in[11 + inpos] & 137438953471L) << (57 - 37)); + out[13 + outpos] = (in[11 + inpos] >>> 37) + | ((in[12 + inpos] & 1073741823L) << (57 - 30)); + out[14 + outpos] = (in[12 + inpos] >>> 30) + | ((in[13 + inpos] & 8388607L) << (57 - 23)); + out[15 + outpos] = (in[13 + inpos] >>> 23) + | ((in[14 + inpos] & 65535L) << (57 - 16)); + out[16 + outpos] = (in[14 + inpos] >>> 16) + | ((in[15 + inpos] & 511L) << (57 - 9)); + out[17 + outpos] = (in[15 + inpos] >>> 9) + | ((in[16 + inpos] & 3L) << (57 - 2)); + out[18 + outpos] = ((in[16 + inpos] >>> 2) & 144115188075855871L); + out[19 + outpos] = (in[16 + inpos] >>> 59) + | ((in[17 + inpos] & 4503599627370495L) << (57 - 52)); + out[20 + outpos] = (in[17 + inpos] >>> 52) + | ((in[18 + inpos] & 35184372088831L) << (57 - 45)); + out[21 + outpos] = (in[18 + inpos] >>> 45) + | ((in[19 + inpos] & 274877906943L) << (57 - 38)); + out[22 + outpos] = (in[19 + inpos] >>> 38) + | ((in[20 + inpos] & 2147483647L) << (57 - 31)); + out[23 + outpos] = (in[20 + inpos] >>> 31) + | ((in[21 + inpos] & 16777215L) << (57 - 24)); + out[24 + outpos] = (in[21 + inpos] >>> 24) + | ((in[22 + inpos] & 131071L) << (57 - 17)); + out[25 + outpos] = (in[22 + inpos] >>> 17) + | ((in[23 + inpos] & 1023L) << (57 - 10)); + out[26 + outpos] = (in[23 + inpos] >>> 10) + | ((in[24 + inpos] & 7L) << (57 - 3)); + out[27 + outpos] = ((in[24 + inpos] >>> 3) & 144115188075855871L); + out[28 + outpos] = (in[24 + inpos] >>> 60) + | ((in[25 + inpos] & 9007199254740991L) << (57 - 53)); + out[29 + outpos] = (in[25 + inpos] >>> 53) + | ((in[26 + inpos] & 70368744177663L) << (57 - 46)); + out[30 + outpos] = (in[26 + inpos] >>> 46) + | ((in[27 + inpos] & 549755813887L) << (57 - 39)); + out[31 + outpos] = (in[27 + inpos] >>> 39) + | ((in[28 + inpos] & 4294967295L) << (57 - 32)); + out[32 + outpos] = (in[28 + inpos] >>> 32) + | ((in[29 + inpos] & 33554431L) << (57 - 25)); + out[33 + outpos] = (in[29 + inpos] >>> 25) + | ((in[30 + inpos] & 262143L) << (57 - 18)); + out[34 + outpos] = (in[30 + inpos] >>> 18) + | ((in[31 + inpos] & 2047L) << (57 - 11)); + out[35 + outpos] = (in[31 + inpos] >>> 11) + | ((in[32 + inpos] & 15L) << (57 - 4)); + out[36 + outpos] = ((in[32 + inpos] >>> 4) & 144115188075855871L); + out[37 + outpos] = (in[32 + inpos] >>> 61) + | ((in[33 + inpos] & 18014398509481983L) << (57 - 54)); + out[38 + outpos] = (in[33 + inpos] >>> 54) + | ((in[34 + inpos] & 140737488355327L) << (57 - 47)); + out[39 + outpos] = (in[34 + inpos] >>> 47) + | ((in[35 + inpos] & 1099511627775L) << (57 - 40)); + out[40 + outpos] = (in[35 + inpos] >>> 40) + | ((in[36 + inpos] & 8589934591L) << (57 - 33)); + out[41 + outpos] = (in[36 + inpos] >>> 33) + | ((in[37 + inpos] & 67108863L) << (57 - 26)); + out[42 + outpos] = (in[37 + inpos] >>> 26) + | ((in[38 + inpos] & 524287L) << (57 - 19)); + out[43 + outpos] = (in[38 + inpos] >>> 19) + | ((in[39 + inpos] & 4095L) << (57 - 12)); + out[44 + outpos] = (in[39 + inpos] >>> 12) + | ((in[40 + inpos] & 31L) << (57 - 5)); + out[45 + outpos] = ((in[40 + inpos] >>> 5) & 144115188075855871L); + out[46 + outpos] = (in[40 + inpos] >>> 62) + | ((in[41 + inpos] & 36028797018963967L) << (57 - 55)); + out[47 + outpos] = (in[41 + inpos] >>> 55) + | ((in[42 + inpos] & 281474976710655L) << (57 - 48)); + out[48 + outpos] = (in[42 + inpos] >>> 48) + | ((in[43 + inpos] & 2199023255551L) << (57 - 41)); + out[49 + outpos] = (in[43 + inpos] >>> 41) + | ((in[44 + inpos] & 17179869183L) << (57 - 34)); + out[50 + outpos] = (in[44 + inpos] >>> 34) + | ((in[45 + inpos] & 134217727L) << (57 - 27)); + out[51 + outpos] = (in[45 + inpos] >>> 27) + | ((in[46 + inpos] & 1048575L) << (57 - 20)); + out[52 + outpos] = (in[46 + inpos] >>> 20) + | ((in[47 + inpos] & 8191L) << (57 - 13)); + out[53 + outpos] = (in[47 + inpos] >>> 13) + | ((in[48 + inpos] & 63L) << (57 - 6)); + out[54 + outpos] = ((in[48 + inpos] >>> 6) & 144115188075855871L); + out[55 + outpos] = (in[48 + inpos] >>> 63) + | ((in[49 + inpos] & 72057594037927935L) << (57 - 56)); + out[56 + outpos] = (in[49 + inpos] >>> 56) + | ((in[50 + inpos] & 562949953421311L) << (57 - 49)); + out[57 + outpos] = (in[50 + inpos] >>> 49) + | ((in[51 + inpos] & 4398046511103L) << (57 - 42)); + out[58 + outpos] = (in[51 + inpos] >>> 42) + | ((in[52 + inpos] & 34359738367L) << (57 - 35)); + out[59 + outpos] = (in[52 + inpos] >>> 35) + | ((in[53 + inpos] & 268435455L) << (57 - 28)); + out[60 + outpos] = (in[53 + inpos] >>> 28) + | ((in[54 + inpos] & 2097151L) << (57 - 21)); + out[61 + outpos] = (in[54 + inpos] >>> 21) + | ((in[55 + inpos] & 16383L) << (57 - 14)); + out[62 + outpos] = (in[55 + inpos] >>> 14) + | ((in[56 + inpos] & 127L) << (57 - 7)); + out[63 + outpos] = (in[56 + inpos] >>> 7); + } + + protected static void fastunpack58(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 288230376151711743L); + out[1 + outpos] = (in[inpos] >>> 58) + | ((in[1 + inpos] & 4503599627370495L) << (58 - 52)); + out[2 + outpos] = (in[1 + inpos] >>> 52) + | ((in[2 + inpos] & 70368744177663L) << (58 - 46)); + out[3 + outpos] = (in[2 + inpos] >>> 46) + | ((in[3 + inpos] & 1099511627775L) << (58 - 40)); + out[4 + outpos] = (in[3 + inpos] >>> 40) + | ((in[4 + inpos] & 17179869183L) << (58 - 34)); + out[5 + outpos] = (in[4 + inpos] >>> 34) + | ((in[5 + inpos] & 268435455L) << (58 - 28)); + out[6 + outpos] = (in[5 + inpos] >>> 28) + | ((in[6 + inpos] & 4194303L) << (58 - 22)); + out[7 + outpos] = (in[6 + inpos] >>> 22) + | ((in[7 + inpos] & 65535L) << (58 - 16)); + out[8 + outpos] = (in[7 + inpos] >>> 16) + | ((in[8 + inpos] & 1023L) << (58 - 10)); + out[9 + outpos] = (in[8 + inpos] >>> 10) + | ((in[9 + inpos] & 15L) << (58 - 4)); + out[10 + outpos] = ((in[9 + inpos] >>> 4) & 288230376151711743L); + out[11 + outpos] = (in[9 + inpos] >>> 62) + | ((in[10 + inpos] & 72057594037927935L) << (58 - 56)); + out[12 + outpos] = (in[10 + inpos] >>> 56) + | ((in[11 + inpos] & 1125899906842623L) << (58 - 50)); + out[13 + outpos] = (in[11 + inpos] >>> 50) + | ((in[12 + inpos] & 17592186044415L) << (58 - 44)); + out[14 + outpos] = (in[12 + inpos] >>> 44) + | ((in[13 + inpos] & 274877906943L) << (58 - 38)); + out[15 + outpos] = (in[13 + inpos] >>> 38) + | ((in[14 + inpos] & 4294967295L) << (58 - 32)); + out[16 + outpos] = (in[14 + inpos] >>> 32) + | ((in[15 + inpos] & 67108863L) << (58 - 26)); + out[17 + outpos] = (in[15 + inpos] >>> 26) + | ((in[16 + inpos] & 1048575L) << (58 - 20)); + out[18 + outpos] = (in[16 + inpos] >>> 20) + | ((in[17 + inpos] & 16383L) << (58 - 14)); + out[19 + outpos] = (in[17 + inpos] >>> 14) + | ((in[18 + inpos] & 255L) << (58 - 8)); + out[20 + outpos] = (in[18 + inpos] >>> 8) + | ((in[19 + inpos] & 3L) << (58 - 2)); + out[21 + outpos] = ((in[19 + inpos] >>> 2) & 288230376151711743L); + out[22 + outpos] = (in[19 + inpos] >>> 60) + | ((in[20 + inpos] & 18014398509481983L) << (58 - 54)); + out[23 + outpos] = (in[20 + inpos] >>> 54) + | ((in[21 + inpos] & 281474976710655L) << (58 - 48)); + out[24 + outpos] = (in[21 + inpos] >>> 48) + | ((in[22 + inpos] & 4398046511103L) << (58 - 42)); + out[25 + outpos] = (in[22 + inpos] >>> 42) + | ((in[23 + inpos] & 68719476735L) << (58 - 36)); + out[26 + outpos] = (in[23 + inpos] >>> 36) + | ((in[24 + inpos] & 1073741823L) << (58 - 30)); + out[27 + outpos] = (in[24 + inpos] >>> 30) + | ((in[25 + inpos] & 16777215L) << (58 - 24)); + out[28 + outpos] = (in[25 + inpos] >>> 24) + | ((in[26 + inpos] & 262143L) << (58 - 18)); + out[29 + outpos] = (in[26 + inpos] >>> 18) + | ((in[27 + inpos] & 4095L) << (58 - 12)); + out[30 + outpos] = (in[27 + inpos] >>> 12) + | ((in[28 + inpos] & 63L) << (58 - 6)); + out[31 + outpos] = (in[28 + inpos] >>> 6); + out[32 + outpos] = (in[29 + inpos] & 288230376151711743L); + out[33 + outpos] = (in[29 + inpos] >>> 58) + | ((in[30 + inpos] & 4503599627370495L) << (58 - 52)); + out[34 + outpos] = (in[30 + inpos] >>> 52) + | ((in[31 + inpos] & 70368744177663L) << (58 - 46)); + out[35 + outpos] = (in[31 + inpos] >>> 46) + | ((in[32 + inpos] & 1099511627775L) << (58 - 40)); + out[36 + outpos] = (in[32 + inpos] >>> 40) + | ((in[33 + inpos] & 17179869183L) << (58 - 34)); + out[37 + outpos] = (in[33 + inpos] >>> 34) + | ((in[34 + inpos] & 268435455L) << (58 - 28)); + out[38 + outpos] = (in[34 + inpos] >>> 28) + | ((in[35 + inpos] & 4194303L) << (58 - 22)); + out[39 + outpos] = (in[35 + inpos] >>> 22) + | ((in[36 + inpos] & 65535L) << (58 - 16)); + out[40 + outpos] = (in[36 + inpos] >>> 16) + | ((in[37 + inpos] & 1023L) << (58 - 10)); + out[41 + outpos] = (in[37 + inpos] >>> 10) + | ((in[38 + inpos] & 15L) << (58 - 4)); + out[42 + outpos] = ((in[38 + inpos] >>> 4) & 288230376151711743L); + out[43 + outpos] = (in[38 + inpos] >>> 62) + | ((in[39 + inpos] & 72057594037927935L) << (58 - 56)); + out[44 + outpos] = (in[39 + inpos] >>> 56) + | ((in[40 + inpos] & 1125899906842623L) << (58 - 50)); + out[45 + outpos] = (in[40 + inpos] >>> 50) + | ((in[41 + inpos] & 17592186044415L) << (58 - 44)); + out[46 + outpos] = (in[41 + inpos] >>> 44) + | ((in[42 + inpos] & 274877906943L) << (58 - 38)); + out[47 + outpos] = (in[42 + inpos] >>> 38) + | ((in[43 + inpos] & 4294967295L) << (58 - 32)); + out[48 + outpos] = (in[43 + inpos] >>> 32) + | ((in[44 + inpos] & 67108863L) << (58 - 26)); + out[49 + outpos] = (in[44 + inpos] >>> 26) + | ((in[45 + inpos] & 1048575L) << (58 - 20)); + out[50 + outpos] = (in[45 + inpos] >>> 20) + | ((in[46 + inpos] & 16383L) << (58 - 14)); + out[51 + outpos] = (in[46 + inpos] >>> 14) + | ((in[47 + inpos] & 255L) << (58 - 8)); + out[52 + outpos] = (in[47 + inpos] >>> 8) + | ((in[48 + inpos] & 3L) << (58 - 2)); + out[53 + outpos] = ((in[48 + inpos] >>> 2) & 288230376151711743L); + out[54 + outpos] = (in[48 + inpos] >>> 60) + | ((in[49 + inpos] & 18014398509481983L) << (58 - 54)); + out[55 + outpos] = (in[49 + inpos] >>> 54) + | ((in[50 + inpos] & 281474976710655L) << (58 - 48)); + out[56 + outpos] = (in[50 + inpos] >>> 48) + | ((in[51 + inpos] & 4398046511103L) << (58 - 42)); + out[57 + outpos] = (in[51 + inpos] >>> 42) + | ((in[52 + inpos] & 68719476735L) << (58 - 36)); + out[58 + outpos] = (in[52 + inpos] >>> 36) + | ((in[53 + inpos] & 1073741823L) << (58 - 30)); + out[59 + outpos] = (in[53 + inpos] >>> 30) + | ((in[54 + inpos] & 16777215L) << (58 - 24)); + out[60 + outpos] = (in[54 + inpos] >>> 24) + | ((in[55 + inpos] & 262143L) << (58 - 18)); + out[61 + outpos] = (in[55 + inpos] >>> 18) + | ((in[56 + inpos] & 4095L) << (58 - 12)); + out[62 + outpos] = (in[56 + inpos] >>> 12) + | ((in[57 + inpos] & 63L) << (58 - 6)); + out[63 + outpos] = (in[57 + inpos] >>> 6); + } + + protected static void fastunpack59(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 576460752303423487L); + out[1 + outpos] = (in[inpos] >>> 59) + | ((in[1 + inpos] & 18014398509481983L) << (59 - 54)); + out[2 + outpos] = (in[1 + inpos] >>> 54) + | ((in[2 + inpos] & 562949953421311L) << (59 - 49)); + out[3 + outpos] = (in[2 + inpos] >>> 49) + | ((in[3 + inpos] & 17592186044415L) << (59 - 44)); + out[4 + outpos] = (in[3 + inpos] >>> 44) + | ((in[4 + inpos] & 549755813887L) << (59 - 39)); + out[5 + outpos] = (in[4 + inpos] >>> 39) + | ((in[5 + inpos] & 17179869183L) << (59 - 34)); + out[6 + outpos] = (in[5 + inpos] >>> 34) + | ((in[6 + inpos] & 536870911L) << (59 - 29)); + out[7 + outpos] = (in[6 + inpos] >>> 29) + | ((in[7 + inpos] & 16777215L) << (59 - 24)); + out[8 + outpos] = (in[7 + inpos] >>> 24) + | ((in[8 + inpos] & 524287L) << (59 - 19)); + out[9 + outpos] = (in[8 + inpos] >>> 19) + | ((in[9 + inpos] & 16383L) << (59 - 14)); + out[10 + outpos] = (in[9 + inpos] >>> 14) + | ((in[10 + inpos] & 511L) << (59 - 9)); + out[11 + outpos] = (in[10 + inpos] >>> 9) + | ((in[11 + inpos] & 15L) << (59 - 4)); + out[12 + outpos] = ((in[11 + inpos] >>> 4) & 576460752303423487L); + out[13 + outpos] = (in[11 + inpos] >>> 63) + | ((in[12 + inpos] & 288230376151711743L) << (59 - 58)); + out[14 + outpos] = (in[12 + inpos] >>> 58) + | ((in[13 + inpos] & 9007199254740991L) << (59 - 53)); + out[15 + outpos] = (in[13 + inpos] >>> 53) + | ((in[14 + inpos] & 281474976710655L) << (59 - 48)); + out[16 + outpos] = (in[14 + inpos] >>> 48) + | ((in[15 + inpos] & 8796093022207L) << (59 - 43)); + out[17 + outpos] = (in[15 + inpos] >>> 43) + | ((in[16 + inpos] & 274877906943L) << (59 - 38)); + out[18 + outpos] = (in[16 + inpos] >>> 38) + | ((in[17 + inpos] & 8589934591L) << (59 - 33)); + out[19 + outpos] = (in[17 + inpos] >>> 33) + | ((in[18 + inpos] & 268435455L) << (59 - 28)); + out[20 + outpos] = (in[18 + inpos] >>> 28) + | ((in[19 + inpos] & 8388607L) << (59 - 23)); + out[21 + outpos] = (in[19 + inpos] >>> 23) + | ((in[20 + inpos] & 262143L) << (59 - 18)); + out[22 + outpos] = (in[20 + inpos] >>> 18) + | ((in[21 + inpos] & 8191L) << (59 - 13)); + out[23 + outpos] = (in[21 + inpos] >>> 13) + | ((in[22 + inpos] & 255L) << (59 - 8)); + out[24 + outpos] = (in[22 + inpos] >>> 8) + | ((in[23 + inpos] & 7L) << (59 - 3)); + out[25 + outpos] = ((in[23 + inpos] >>> 3) & 576460752303423487L); + out[26 + outpos] = (in[23 + inpos] >>> 62) + | ((in[24 + inpos] & 144115188075855871L) << (59 - 57)); + out[27 + outpos] = (in[24 + inpos] >>> 57) + | ((in[25 + inpos] & 4503599627370495L) << (59 - 52)); + out[28 + outpos] = (in[25 + inpos] >>> 52) + | ((in[26 + inpos] & 140737488355327L) << (59 - 47)); + out[29 + outpos] = (in[26 + inpos] >>> 47) + | ((in[27 + inpos] & 4398046511103L) << (59 - 42)); + out[30 + outpos] = (in[27 + inpos] >>> 42) + | ((in[28 + inpos] & 137438953471L) << (59 - 37)); + out[31 + outpos] = (in[28 + inpos] >>> 37) + | ((in[29 + inpos] & 4294967295L) << (59 - 32)); + out[32 + outpos] = (in[29 + inpos] >>> 32) + | ((in[30 + inpos] & 134217727L) << (59 - 27)); + out[33 + outpos] = (in[30 + inpos] >>> 27) + | ((in[31 + inpos] & 4194303L) << (59 - 22)); + out[34 + outpos] = (in[31 + inpos] >>> 22) + | ((in[32 + inpos] & 131071L) << (59 - 17)); + out[35 + outpos] = (in[32 + inpos] >>> 17) + | ((in[33 + inpos] & 4095L) << (59 - 12)); + out[36 + outpos] = (in[33 + inpos] >>> 12) + | ((in[34 + inpos] & 127L) << (59 - 7)); + out[37 + outpos] = (in[34 + inpos] >>> 7) + | ((in[35 + inpos] & 3L) << (59 - 2)); + out[38 + outpos] = ((in[35 + inpos] >>> 2) & 576460752303423487L); + out[39 + outpos] = (in[35 + inpos] >>> 61) + | ((in[36 + inpos] & 72057594037927935L) << (59 - 56)); + out[40 + outpos] = (in[36 + inpos] >>> 56) + | ((in[37 + inpos] & 2251799813685247L) << (59 - 51)); + out[41 + outpos] = (in[37 + inpos] >>> 51) + | ((in[38 + inpos] & 70368744177663L) << (59 - 46)); + out[42 + outpos] = (in[38 + inpos] >>> 46) + | ((in[39 + inpos] & 2199023255551L) << (59 - 41)); + out[43 + outpos] = (in[39 + inpos] >>> 41) + | ((in[40 + inpos] & 68719476735L) << (59 - 36)); + out[44 + outpos] = (in[40 + inpos] >>> 36) + | ((in[41 + inpos] & 2147483647L) << (59 - 31)); + out[45 + outpos] = (in[41 + inpos] >>> 31) + | ((in[42 + inpos] & 67108863L) << (59 - 26)); + out[46 + outpos] = (in[42 + inpos] >>> 26) + | ((in[43 + inpos] & 2097151L) << (59 - 21)); + out[47 + outpos] = (in[43 + inpos] >>> 21) + | ((in[44 + inpos] & 65535L) << (59 - 16)); + out[48 + outpos] = (in[44 + inpos] >>> 16) + | ((in[45 + inpos] & 2047L) << (59 - 11)); + out[49 + outpos] = (in[45 + inpos] >>> 11) + | ((in[46 + inpos] & 63L) << (59 - 6)); + out[50 + outpos] = (in[46 + inpos] >>> 6) + | ((in[47 + inpos] & 1L) << (59 - 1)); + out[51 + outpos] = ((in[47 + inpos] >>> 1) & 576460752303423487L); + out[52 + outpos] = (in[47 + inpos] >>> 60) + | ((in[48 + inpos] & 36028797018963967L) << (59 - 55)); + out[53 + outpos] = (in[48 + inpos] >>> 55) + | ((in[49 + inpos] & 1125899906842623L) << (59 - 50)); + out[54 + outpos] = (in[49 + inpos] >>> 50) + | ((in[50 + inpos] & 35184372088831L) << (59 - 45)); + out[55 + outpos] = (in[50 + inpos] >>> 45) + | ((in[51 + inpos] & 1099511627775L) << (59 - 40)); + out[56 + outpos] = (in[51 + inpos] >>> 40) + | ((in[52 + inpos] & 34359738367L) << (59 - 35)); + out[57 + outpos] = (in[52 + inpos] >>> 35) + | ((in[53 + inpos] & 1073741823L) << (59 - 30)); + out[58 + outpos] = (in[53 + inpos] >>> 30) + | ((in[54 + inpos] & 33554431L) << (59 - 25)); + out[59 + outpos] = (in[54 + inpos] >>> 25) + | ((in[55 + inpos] & 1048575L) << (59 - 20)); + out[60 + outpos] = (in[55 + inpos] >>> 20) + | ((in[56 + inpos] & 32767L) << (59 - 15)); + out[61 + outpos] = (in[56 + inpos] >>> 15) + | ((in[57 + inpos] & 1023L) << (59 - 10)); + out[62 + outpos] = (in[57 + inpos] >>> 10) + | ((in[58 + inpos] & 31L) << (59 - 5)); + out[63 + outpos] = (in[58 + inpos] >>> 5); + } + + protected static void fastunpack60(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 1152921504606846975L); + out[1 + outpos] = (in[inpos] >>> 60) + | ((in[1 + inpos] & 72057594037927935L) << (60 - 56)); + out[2 + outpos] = (in[1 + inpos] >>> 56) + | ((in[2 + inpos] & 4503599627370495L) << (60 - 52)); + out[3 + outpos] = (in[2 + inpos] >>> 52) + | ((in[3 + inpos] & 281474976710655L) << (60 - 48)); + out[4 + outpos] = (in[3 + inpos] >>> 48) + | ((in[4 + inpos] & 17592186044415L) << (60 - 44)); + out[5 + outpos] = (in[4 + inpos] >>> 44) + | ((in[5 + inpos] & 1099511627775L) << (60 - 40)); + out[6 + outpos] = (in[5 + inpos] >>> 40) + | ((in[6 + inpos] & 68719476735L) << (60 - 36)); + out[7 + outpos] = (in[6 + inpos] >>> 36) + | ((in[7 + inpos] & 4294967295L) << (60 - 32)); + out[8 + outpos] = (in[7 + inpos] >>> 32) + | ((in[8 + inpos] & 268435455L) << (60 - 28)); + out[9 + outpos] = (in[8 + inpos] >>> 28) + | ((in[9 + inpos] & 16777215L) << (60 - 24)); + out[10 + outpos] = (in[9 + inpos] >>> 24) + | ((in[10 + inpos] & 1048575L) << (60 - 20)); + out[11 + outpos] = (in[10 + inpos] >>> 20) + | ((in[11 + inpos] & 65535L) << (60 - 16)); + out[12 + outpos] = (in[11 + inpos] >>> 16) + | ((in[12 + inpos] & 4095L) << (60 - 12)); + out[13 + outpos] = (in[12 + inpos] >>> 12) + | ((in[13 + inpos] & 255L) << (60 - 8)); + out[14 + outpos] = (in[13 + inpos] >>> 8) + | ((in[14 + inpos] & 15L) << (60 - 4)); + out[15 + outpos] = (in[14 + inpos] >>> 4); + out[16 + outpos] = (in[15 + inpos] & 1152921504606846975L); + out[17 + outpos] = (in[15 + inpos] >>> 60) + | ((in[16 + inpos] & 72057594037927935L) << (60 - 56)); + out[18 + outpos] = (in[16 + inpos] >>> 56) + | ((in[17 + inpos] & 4503599627370495L) << (60 - 52)); + out[19 + outpos] = (in[17 + inpos] >>> 52) + | ((in[18 + inpos] & 281474976710655L) << (60 - 48)); + out[20 + outpos] = (in[18 + inpos] >>> 48) + | ((in[19 + inpos] & 17592186044415L) << (60 - 44)); + out[21 + outpos] = (in[19 + inpos] >>> 44) + | ((in[20 + inpos] & 1099511627775L) << (60 - 40)); + out[22 + outpos] = (in[20 + inpos] >>> 40) + | ((in[21 + inpos] & 68719476735L) << (60 - 36)); + out[23 + outpos] = (in[21 + inpos] >>> 36) + | ((in[22 + inpos] & 4294967295L) << (60 - 32)); + out[24 + outpos] = (in[22 + inpos] >>> 32) + | ((in[23 + inpos] & 268435455L) << (60 - 28)); + out[25 + outpos] = (in[23 + inpos] >>> 28) + | ((in[24 + inpos] & 16777215L) << (60 - 24)); + out[26 + outpos] = (in[24 + inpos] >>> 24) + | ((in[25 + inpos] & 1048575L) << (60 - 20)); + out[27 + outpos] = (in[25 + inpos] >>> 20) + | ((in[26 + inpos] & 65535L) << (60 - 16)); + out[28 + outpos] = (in[26 + inpos] >>> 16) + | ((in[27 + inpos] & 4095L) << (60 - 12)); + out[29 + outpos] = (in[27 + inpos] >>> 12) + | ((in[28 + inpos] & 255L) << (60 - 8)); + out[30 + outpos] = (in[28 + inpos] >>> 8) + | ((in[29 + inpos] & 15L) << (60 - 4)); + out[31 + outpos] = (in[29 + inpos] >>> 4); + out[32 + outpos] = (in[30 + inpos] & 1152921504606846975L); + out[33 + outpos] = (in[30 + inpos] >>> 60) + | ((in[31 + inpos] & 72057594037927935L) << (60 - 56)); + out[34 + outpos] = (in[31 + inpos] >>> 56) + | ((in[32 + inpos] & 4503599627370495L) << (60 - 52)); + out[35 + outpos] = (in[32 + inpos] >>> 52) + | ((in[33 + inpos] & 281474976710655L) << (60 - 48)); + out[36 + outpos] = (in[33 + inpos] >>> 48) + | ((in[34 + inpos] & 17592186044415L) << (60 - 44)); + out[37 + outpos] = (in[34 + inpos] >>> 44) + | ((in[35 + inpos] & 1099511627775L) << (60 - 40)); + out[38 + outpos] = (in[35 + inpos] >>> 40) + | ((in[36 + inpos] & 68719476735L) << (60 - 36)); + out[39 + outpos] = (in[36 + inpos] >>> 36) + | ((in[37 + inpos] & 4294967295L) << (60 - 32)); + out[40 + outpos] = (in[37 + inpos] >>> 32) + | ((in[38 + inpos] & 268435455L) << (60 - 28)); + out[41 + outpos] = (in[38 + inpos] >>> 28) + | ((in[39 + inpos] & 16777215L) << (60 - 24)); + out[42 + outpos] = (in[39 + inpos] >>> 24) + | ((in[40 + inpos] & 1048575L) << (60 - 20)); + out[43 + outpos] = (in[40 + inpos] >>> 20) + | ((in[41 + inpos] & 65535L) << (60 - 16)); + out[44 + outpos] = (in[41 + inpos] >>> 16) + | ((in[42 + inpos] & 4095L) << (60 - 12)); + out[45 + outpos] = (in[42 + inpos] >>> 12) + | ((in[43 + inpos] & 255L) << (60 - 8)); + out[46 + outpos] = (in[43 + inpos] >>> 8) + | ((in[44 + inpos] & 15L) << (60 - 4)); + out[47 + outpos] = (in[44 + inpos] >>> 4); + out[48 + outpos] = (in[45 + inpos] & 1152921504606846975L); + out[49 + outpos] = (in[45 + inpos] >>> 60) + | ((in[46 + inpos] & 72057594037927935L) << (60 - 56)); + out[50 + outpos] = (in[46 + inpos] >>> 56) + | ((in[47 + inpos] & 4503599627370495L) << (60 - 52)); + out[51 + outpos] = (in[47 + inpos] >>> 52) + | ((in[48 + inpos] & 281474976710655L) << (60 - 48)); + out[52 + outpos] = (in[48 + inpos] >>> 48) + | ((in[49 + inpos] & 17592186044415L) << (60 - 44)); + out[53 + outpos] = (in[49 + inpos] >>> 44) + | ((in[50 + inpos] & 1099511627775L) << (60 - 40)); + out[54 + outpos] = (in[50 + inpos] >>> 40) + | ((in[51 + inpos] & 68719476735L) << (60 - 36)); + out[55 + outpos] = (in[51 + inpos] >>> 36) + | ((in[52 + inpos] & 4294967295L) << (60 - 32)); + out[56 + outpos] = (in[52 + inpos] >>> 32) + | ((in[53 + inpos] & 268435455L) << (60 - 28)); + out[57 + outpos] = (in[53 + inpos] >>> 28) + | ((in[54 + inpos] & 16777215L) << (60 - 24)); + out[58 + outpos] = (in[54 + inpos] >>> 24) + | ((in[55 + inpos] & 1048575L) << (60 - 20)); + out[59 + outpos] = (in[55 + inpos] >>> 20) + | ((in[56 + inpos] & 65535L) << (60 - 16)); + out[60 + outpos] = (in[56 + inpos] >>> 16) + | ((in[57 + inpos] & 4095L) << (60 - 12)); + out[61 + outpos] = (in[57 + inpos] >>> 12) + | ((in[58 + inpos] & 255L) << (60 - 8)); + out[62 + outpos] = (in[58 + inpos] >>> 8) + | ((in[59 + inpos] & 15L) << (60 - 4)); + out[63 + outpos] = (in[59 + inpos] >>> 4); + } + + protected static void fastunpack61(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 2305843009213693951L); + out[1 + outpos] = (in[inpos] >>> 61) + | ((in[1 + inpos] & 288230376151711743L) << (61 - 58)); + out[2 + outpos] = (in[1 + inpos] >>> 58) + | ((in[2 + inpos] & 36028797018963967L) << (61 - 55)); + out[3 + outpos] = (in[2 + inpos] >>> 55) + | ((in[3 + inpos] & 4503599627370495L) << (61 - 52)); + out[4 + outpos] = (in[3 + inpos] >>> 52) + | ((in[4 + inpos] & 562949953421311L) << (61 - 49)); + out[5 + outpos] = (in[4 + inpos] >>> 49) + | ((in[5 + inpos] & 70368744177663L) << (61 - 46)); + out[6 + outpos] = (in[5 + inpos] >>> 46) + | ((in[6 + inpos] & 8796093022207L) << (61 - 43)); + out[7 + outpos] = (in[6 + inpos] >>> 43) + | ((in[7 + inpos] & 1099511627775L) << (61 - 40)); + out[8 + outpos] = (in[7 + inpos] >>> 40) + | ((in[8 + inpos] & 137438953471L) << (61 - 37)); + out[9 + outpos] = (in[8 + inpos] >>> 37) + | ((in[9 + inpos] & 17179869183L) << (61 - 34)); + out[10 + outpos] = (in[9 + inpos] >>> 34) + | ((in[10 + inpos] & 2147483647L) << (61 - 31)); + out[11 + outpos] = (in[10 + inpos] >>> 31) + | ((in[11 + inpos] & 268435455L) << (61 - 28)); + out[12 + outpos] = (in[11 + inpos] >>> 28) + | ((in[12 + inpos] & 33554431L) << (61 - 25)); + out[13 + outpos] = (in[12 + inpos] >>> 25) + | ((in[13 + inpos] & 4194303L) << (61 - 22)); + out[14 + outpos] = (in[13 + inpos] >>> 22) + | ((in[14 + inpos] & 524287L) << (61 - 19)); + out[15 + outpos] = (in[14 + inpos] >>> 19) + | ((in[15 + inpos] & 65535L) << (61 - 16)); + out[16 + outpos] = (in[15 + inpos] >>> 16) + | ((in[16 + inpos] & 8191L) << (61 - 13)); + out[17 + outpos] = (in[16 + inpos] >>> 13) + | ((in[17 + inpos] & 1023L) << (61 - 10)); + out[18 + outpos] = (in[17 + inpos] >>> 10) + | ((in[18 + inpos] & 127L) << (61 - 7)); + out[19 + outpos] = (in[18 + inpos] >>> 7) + | ((in[19 + inpos] & 15L) << (61 - 4)); + out[20 + outpos] = (in[19 + inpos] >>> 4) + | ((in[20 + inpos] & 1L) << (61 - 1)); + out[21 + outpos] = ((in[20 + inpos] >>> 1) & 2305843009213693951L); + out[22 + outpos] = (in[20 + inpos] >>> 62) + | ((in[21 + inpos] & 576460752303423487L) << (61 - 59)); + out[23 + outpos] = (in[21 + inpos] >>> 59) + | ((in[22 + inpos] & 72057594037927935L) << (61 - 56)); + out[24 + outpos] = (in[22 + inpos] >>> 56) + | ((in[23 + inpos] & 9007199254740991L) << (61 - 53)); + out[25 + outpos] = (in[23 + inpos] >>> 53) + | ((in[24 + inpos] & 1125899906842623L) << (61 - 50)); + out[26 + outpos] = (in[24 + inpos] >>> 50) + | ((in[25 + inpos] & 140737488355327L) << (61 - 47)); + out[27 + outpos] = (in[25 + inpos] >>> 47) + | ((in[26 + inpos] & 17592186044415L) << (61 - 44)); + out[28 + outpos] = (in[26 + inpos] >>> 44) + | ((in[27 + inpos] & 2199023255551L) << (61 - 41)); + out[29 + outpos] = (in[27 + inpos] >>> 41) + | ((in[28 + inpos] & 274877906943L) << (61 - 38)); + out[30 + outpos] = (in[28 + inpos] >>> 38) + | ((in[29 + inpos] & 34359738367L) << (61 - 35)); + out[31 + outpos] = (in[29 + inpos] >>> 35) + | ((in[30 + inpos] & 4294967295L) << (61 - 32)); + out[32 + outpos] = (in[30 + inpos] >>> 32) + | ((in[31 + inpos] & 536870911L) << (61 - 29)); + out[33 + outpos] = (in[31 + inpos] >>> 29) + | ((in[32 + inpos] & 67108863L) << (61 - 26)); + out[34 + outpos] = (in[32 + inpos] >>> 26) + | ((in[33 + inpos] & 8388607L) << (61 - 23)); + out[35 + outpos] = (in[33 + inpos] >>> 23) + | ((in[34 + inpos] & 1048575L) << (61 - 20)); + out[36 + outpos] = (in[34 + inpos] >>> 20) + | ((in[35 + inpos] & 131071L) << (61 - 17)); + out[37 + outpos] = (in[35 + inpos] >>> 17) + | ((in[36 + inpos] & 16383L) << (61 - 14)); + out[38 + outpos] = (in[36 + inpos] >>> 14) + | ((in[37 + inpos] & 2047L) << (61 - 11)); + out[39 + outpos] = (in[37 + inpos] >>> 11) + | ((in[38 + inpos] & 255L) << (61 - 8)); + out[40 + outpos] = (in[38 + inpos] >>> 8) + | ((in[39 + inpos] & 31L) << (61 - 5)); + out[41 + outpos] = (in[39 + inpos] >>> 5) + | ((in[40 + inpos] & 3L) << (61 - 2)); + out[42 + outpos] = ((in[40 + inpos] >>> 2) & 2305843009213693951L); + out[43 + outpos] = (in[40 + inpos] >>> 63) + | ((in[41 + inpos] & 1152921504606846975L) << (61 - 60)); + out[44 + outpos] = (in[41 + inpos] >>> 60) + | ((in[42 + inpos] & 144115188075855871L) << (61 - 57)); + out[45 + outpos] = (in[42 + inpos] >>> 57) + | ((in[43 + inpos] & 18014398509481983L) << (61 - 54)); + out[46 + outpos] = (in[43 + inpos] >>> 54) + | ((in[44 + inpos] & 2251799813685247L) << (61 - 51)); + out[47 + outpos] = (in[44 + inpos] >>> 51) + | ((in[45 + inpos] & 281474976710655L) << (61 - 48)); + out[48 + outpos] = (in[45 + inpos] >>> 48) + | ((in[46 + inpos] & 35184372088831L) << (61 - 45)); + out[49 + outpos] = (in[46 + inpos] >>> 45) + | ((in[47 + inpos] & 4398046511103L) << (61 - 42)); + out[50 + outpos] = (in[47 + inpos] >>> 42) + | ((in[48 + inpos] & 549755813887L) << (61 - 39)); + out[51 + outpos] = (in[48 + inpos] >>> 39) + | ((in[49 + inpos] & 68719476735L) << (61 - 36)); + out[52 + outpos] = (in[49 + inpos] >>> 36) + | ((in[50 + inpos] & 8589934591L) << (61 - 33)); + out[53 + outpos] = (in[50 + inpos] >>> 33) + | ((in[51 + inpos] & 1073741823L) << (61 - 30)); + out[54 + outpos] = (in[51 + inpos] >>> 30) + | ((in[52 + inpos] & 134217727L) << (61 - 27)); + out[55 + outpos] = (in[52 + inpos] >>> 27) + | ((in[53 + inpos] & 16777215L) << (61 - 24)); + out[56 + outpos] = (in[53 + inpos] >>> 24) + | ((in[54 + inpos] & 2097151L) << (61 - 21)); + out[57 + outpos] = (in[54 + inpos] >>> 21) + | ((in[55 + inpos] & 262143L) << (61 - 18)); + out[58 + outpos] = (in[55 + inpos] >>> 18) + | ((in[56 + inpos] & 32767L) << (61 - 15)); + out[59 + outpos] = (in[56 + inpos] >>> 15) + | ((in[57 + inpos] & 4095L) << (61 - 12)); + out[60 + outpos] = (in[57 + inpos] >>> 12) + | ((in[58 + inpos] & 511L) << (61 - 9)); + out[61 + outpos] = (in[58 + inpos] >>> 9) + | ((in[59 + inpos] & 63L) << (61 - 6)); + out[62 + outpos] = (in[59 + inpos] >>> 6) + | ((in[60 + inpos] & 7L) << (61 - 3)); + out[63 + outpos] = (in[60 + inpos] >>> 3); + } + + protected static void fastunpack62(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 4611686018427387903L); + out[1 + outpos] = (in[inpos] >>> 62) + | ((in[1 + inpos] & 1152921504606846975L) << (62 - 60)); + out[2 + outpos] = (in[1 + inpos] >>> 60) + | ((in[2 + inpos] & 288230376151711743L) << (62 - 58)); + out[3 + outpos] = (in[2 + inpos] >>> 58) + | ((in[3 + inpos] & 72057594037927935L) << (62 - 56)); + out[4 + outpos] = (in[3 + inpos] >>> 56) + | ((in[4 + inpos] & 18014398509481983L) << (62 - 54)); + out[5 + outpos] = (in[4 + inpos] >>> 54) + | ((in[5 + inpos] & 4503599627370495L) << (62 - 52)); + out[6 + outpos] = (in[5 + inpos] >>> 52) + | ((in[6 + inpos] & 1125899906842623L) << (62 - 50)); + out[7 + outpos] = (in[6 + inpos] >>> 50) + | ((in[7 + inpos] & 281474976710655L) << (62 - 48)); + out[8 + outpos] = (in[7 + inpos] >>> 48) + | ((in[8 + inpos] & 70368744177663L) << (62 - 46)); + out[9 + outpos] = (in[8 + inpos] >>> 46) + | ((in[9 + inpos] & 17592186044415L) << (62 - 44)); + out[10 + outpos] = (in[9 + inpos] >>> 44) + | ((in[10 + inpos] & 4398046511103L) << (62 - 42)); + out[11 + outpos] = (in[10 + inpos] >>> 42) + | ((in[11 + inpos] & 1099511627775L) << (62 - 40)); + out[12 + outpos] = (in[11 + inpos] >>> 40) + | ((in[12 + inpos] & 274877906943L) << (62 - 38)); + out[13 + outpos] = (in[12 + inpos] >>> 38) + | ((in[13 + inpos] & 68719476735L) << (62 - 36)); + out[14 + outpos] = (in[13 + inpos] >>> 36) + | ((in[14 + inpos] & 17179869183L) << (62 - 34)); + out[15 + outpos] = (in[14 + inpos] >>> 34) + | ((in[15 + inpos] & 4294967295L) << (62 - 32)); + out[16 + outpos] = (in[15 + inpos] >>> 32) + | ((in[16 + inpos] & 1073741823L) << (62 - 30)); + out[17 + outpos] = (in[16 + inpos] >>> 30) + | ((in[17 + inpos] & 268435455L) << (62 - 28)); + out[18 + outpos] = (in[17 + inpos] >>> 28) + | ((in[18 + inpos] & 67108863L) << (62 - 26)); + out[19 + outpos] = (in[18 + inpos] >>> 26) + | ((in[19 + inpos] & 16777215L) << (62 - 24)); + out[20 + outpos] = (in[19 + inpos] >>> 24) + | ((in[20 + inpos] & 4194303L) << (62 - 22)); + out[21 + outpos] = (in[20 + inpos] >>> 22) + | ((in[21 + inpos] & 1048575L) << (62 - 20)); + out[22 + outpos] = (in[21 + inpos] >>> 20) + | ((in[22 + inpos] & 262143L) << (62 - 18)); + out[23 + outpos] = (in[22 + inpos] >>> 18) + | ((in[23 + inpos] & 65535L) << (62 - 16)); + out[24 + outpos] = (in[23 + inpos] >>> 16) + | ((in[24 + inpos] & 16383L) << (62 - 14)); + out[25 + outpos] = (in[24 + inpos] >>> 14) + | ((in[25 + inpos] & 4095L) << (62 - 12)); + out[26 + outpos] = (in[25 + inpos] >>> 12) + | ((in[26 + inpos] & 1023L) << (62 - 10)); + out[27 + outpos] = (in[26 + inpos] >>> 10) + | ((in[27 + inpos] & 255L) << (62 - 8)); + out[28 + outpos] = (in[27 + inpos] >>> 8) + | ((in[28 + inpos] & 63L) << (62 - 6)); + out[29 + outpos] = (in[28 + inpos] >>> 6) + | ((in[29 + inpos] & 15L) << (62 - 4)); + out[30 + outpos] = (in[29 + inpos] >>> 4) + | ((in[30 + inpos] & 3L) << (62 - 2)); + out[31 + outpos] = (in[30 + inpos] >>> 2); + out[32 + outpos] = (in[31 + inpos] & 4611686018427387903L); + out[33 + outpos] = (in[31 + inpos] >>> 62) + | ((in[32 + inpos] & 1152921504606846975L) << (62 - 60)); + out[34 + outpos] = (in[32 + inpos] >>> 60) + | ((in[33 + inpos] & 288230376151711743L) << (62 - 58)); + out[35 + outpos] = (in[33 + inpos] >>> 58) + | ((in[34 + inpos] & 72057594037927935L) << (62 - 56)); + out[36 + outpos] = (in[34 + inpos] >>> 56) + | ((in[35 + inpos] & 18014398509481983L) << (62 - 54)); + out[37 + outpos] = (in[35 + inpos] >>> 54) + | ((in[36 + inpos] & 4503599627370495L) << (62 - 52)); + out[38 + outpos] = (in[36 + inpos] >>> 52) + | ((in[37 + inpos] & 1125899906842623L) << (62 - 50)); + out[39 + outpos] = (in[37 + inpos] >>> 50) + | ((in[38 + inpos] & 281474976710655L) << (62 - 48)); + out[40 + outpos] = (in[38 + inpos] >>> 48) + | ((in[39 + inpos] & 70368744177663L) << (62 - 46)); + out[41 + outpos] = (in[39 + inpos] >>> 46) + | ((in[40 + inpos] & 17592186044415L) << (62 - 44)); + out[42 + outpos] = (in[40 + inpos] >>> 44) + | ((in[41 + inpos] & 4398046511103L) << (62 - 42)); + out[43 + outpos] = (in[41 + inpos] >>> 42) + | ((in[42 + inpos] & 1099511627775L) << (62 - 40)); + out[44 + outpos] = (in[42 + inpos] >>> 40) + | ((in[43 + inpos] & 274877906943L) << (62 - 38)); + out[45 + outpos] = (in[43 + inpos] >>> 38) + | ((in[44 + inpos] & 68719476735L) << (62 - 36)); + out[46 + outpos] = (in[44 + inpos] >>> 36) + | ((in[45 + inpos] & 17179869183L) << (62 - 34)); + out[47 + outpos] = (in[45 + inpos] >>> 34) + | ((in[46 + inpos] & 4294967295L) << (62 - 32)); + out[48 + outpos] = (in[46 + inpos] >>> 32) + | ((in[47 + inpos] & 1073741823L) << (62 - 30)); + out[49 + outpos] = (in[47 + inpos] >>> 30) + | ((in[48 + inpos] & 268435455L) << (62 - 28)); + out[50 + outpos] = (in[48 + inpos] >>> 28) + | ((in[49 + inpos] & 67108863L) << (62 - 26)); + out[51 + outpos] = (in[49 + inpos] >>> 26) + | ((in[50 + inpos] & 16777215L) << (62 - 24)); + out[52 + outpos] = (in[50 + inpos] >>> 24) + | ((in[51 + inpos] & 4194303L) << (62 - 22)); + out[53 + outpos] = (in[51 + inpos] >>> 22) + | ((in[52 + inpos] & 1048575L) << (62 - 20)); + out[54 + outpos] = (in[52 + inpos] >>> 20) + | ((in[53 + inpos] & 262143L) << (62 - 18)); + out[55 + outpos] = (in[53 + inpos] >>> 18) + | ((in[54 + inpos] & 65535L) << (62 - 16)); + out[56 + outpos] = (in[54 + inpos] >>> 16) + | ((in[55 + inpos] & 16383L) << (62 - 14)); + out[57 + outpos] = (in[55 + inpos] >>> 14) + | ((in[56 + inpos] & 4095L) << (62 - 12)); + out[58 + outpos] = (in[56 + inpos] >>> 12) + | ((in[57 + inpos] & 1023L) << (62 - 10)); + out[59 + outpos] = (in[57 + inpos] >>> 10) + | ((in[58 + inpos] & 255L) << (62 - 8)); + out[60 + outpos] = (in[58 + inpos] >>> 8) + | ((in[59 + inpos] & 63L) << (62 - 6)); + out[61 + outpos] = (in[59 + inpos] >>> 6) + | ((in[60 + inpos] & 15L) << (62 - 4)); + out[62 + outpos] = (in[60 + inpos] >>> 4) + | ((in[61 + inpos] & 3L) << (62 - 2)); + out[63 + outpos] = (in[61 + inpos] >>> 2); + } + + protected static void fastunpack63(final long[] in, int inpos, + final long[] out, int outpos) { + out[outpos] = (in[inpos] & 9223372036854775807L); + out[1 + outpos] = (in[inpos] >>> 63) + | ((in[1 + inpos] & 4611686018427387903L) << (63 - 62)); + out[2 + outpos] = (in[1 + inpos] >>> 62) + | ((in[2 + inpos] & 2305843009213693951L) << (63 - 61)); + out[3 + outpos] = (in[2 + inpos] >>> 61) + | ((in[3 + inpos] & 1152921504606846975L) << (63 - 60)); + out[4 + outpos] = (in[3 + inpos] >>> 60) + | ((in[4 + inpos] & 576460752303423487L) << (63 - 59)); + out[5 + outpos] = (in[4 + inpos] >>> 59) + | ((in[5 + inpos] & 288230376151711743L) << (63 - 58)); + out[6 + outpos] = (in[5 + inpos] >>> 58) + | ((in[6 + inpos] & 144115188075855871L) << (63 - 57)); + out[7 + outpos] = (in[6 + inpos] >>> 57) + | ((in[7 + inpos] & 72057594037927935L) << (63 - 56)); + out[8 + outpos] = (in[7 + inpos] >>> 56) + | ((in[8 + inpos] & 36028797018963967L) << (63 - 55)); + out[9 + outpos] = (in[8 + inpos] >>> 55) + | ((in[9 + inpos] & 18014398509481983L) << (63 - 54)); + out[10 + outpos] = (in[9 + inpos] >>> 54) + | ((in[10 + inpos] & 9007199254740991L) << (63 - 53)); + out[11 + outpos] = (in[10 + inpos] >>> 53) + | ((in[11 + inpos] & 4503599627370495L) << (63 - 52)); + out[12 + outpos] = (in[11 + inpos] >>> 52) + | ((in[12 + inpos] & 2251799813685247L) << (63 - 51)); + out[13 + outpos] = (in[12 + inpos] >>> 51) + | ((in[13 + inpos] & 1125899906842623L) << (63 - 50)); + out[14 + outpos] = (in[13 + inpos] >>> 50) + | ((in[14 + inpos] & 562949953421311L) << (63 - 49)); + out[15 + outpos] = (in[14 + inpos] >>> 49) + | ((in[15 + inpos] & 281474976710655L) << (63 - 48)); + out[16 + outpos] = (in[15 + inpos] >>> 48) + | ((in[16 + inpos] & 140737488355327L) << (63 - 47)); + out[17 + outpos] = (in[16 + inpos] >>> 47) + | ((in[17 + inpos] & 70368744177663L) << (63 - 46)); + out[18 + outpos] = (in[17 + inpos] >>> 46) + | ((in[18 + inpos] & 35184372088831L) << (63 - 45)); + out[19 + outpos] = (in[18 + inpos] >>> 45) + | ((in[19 + inpos] & 17592186044415L) << (63 - 44)); + out[20 + outpos] = (in[19 + inpos] >>> 44) + | ((in[20 + inpos] & 8796093022207L) << (63 - 43)); + out[21 + outpos] = (in[20 + inpos] >>> 43) + | ((in[21 + inpos] & 4398046511103L) << (63 - 42)); + out[22 + outpos] = (in[21 + inpos] >>> 42) + | ((in[22 + inpos] & 2199023255551L) << (63 - 41)); + out[23 + outpos] = (in[22 + inpos] >>> 41) + | ((in[23 + inpos] & 1099511627775L) << (63 - 40)); + out[24 + outpos] = (in[23 + inpos] >>> 40) + | ((in[24 + inpos] & 549755813887L) << (63 - 39)); + out[25 + outpos] = (in[24 + inpos] >>> 39) + | ((in[25 + inpos] & 274877906943L) << (63 - 38)); + out[26 + outpos] = (in[25 + inpos] >>> 38) + | ((in[26 + inpos] & 137438953471L) << (63 - 37)); + out[27 + outpos] = (in[26 + inpos] >>> 37) + | ((in[27 + inpos] & 68719476735L) << (63 - 36)); + out[28 + outpos] = (in[27 + inpos] >>> 36) + | ((in[28 + inpos] & 34359738367L) << (63 - 35)); + out[29 + outpos] = (in[28 + inpos] >>> 35) + | ((in[29 + inpos] & 17179869183L) << (63 - 34)); + out[30 + outpos] = (in[29 + inpos] >>> 34) + | ((in[30 + inpos] & 8589934591L) << (63 - 33)); + out[31 + outpos] = (in[30 + inpos] >>> 33) + | ((in[31 + inpos] & 4294967295L) << (63 - 32)); + out[32 + outpos] = (in[31 + inpos] >>> 32) + | ((in[32 + inpos] & 2147483647L) << (63 - 31)); + out[33 + outpos] = (in[32 + inpos] >>> 31) + | ((in[33 + inpos] & 1073741823L) << (63 - 30)); + out[34 + outpos] = (in[33 + inpos] >>> 30) + | ((in[34 + inpos] & 536870911L) << (63 - 29)); + out[35 + outpos] = (in[34 + inpos] >>> 29) + | ((in[35 + inpos] & 268435455L) << (63 - 28)); + out[36 + outpos] = (in[35 + inpos] >>> 28) + | ((in[36 + inpos] & 134217727L) << (63 - 27)); + out[37 + outpos] = (in[36 + inpos] >>> 27) + | ((in[37 + inpos] & 67108863L) << (63 - 26)); + out[38 + outpos] = (in[37 + inpos] >>> 26) + | ((in[38 + inpos] & 33554431L) << (63 - 25)); + out[39 + outpos] = (in[38 + inpos] >>> 25) + | ((in[39 + inpos] & 16777215L) << (63 - 24)); + out[40 + outpos] = (in[39 + inpos] >>> 24) + | ((in[40 + inpos] & 8388607L) << (63 - 23)); + out[41 + outpos] = (in[40 + inpos] >>> 23) + | ((in[41 + inpos] & 4194303L) << (63 - 22)); + out[42 + outpos] = (in[41 + inpos] >>> 22) + | ((in[42 + inpos] & 2097151L) << (63 - 21)); + out[43 + outpos] = (in[42 + inpos] >>> 21) + | ((in[43 + inpos] & 1048575L) << (63 - 20)); + out[44 + outpos] = (in[43 + inpos] >>> 20) + | ((in[44 + inpos] & 524287L) << (63 - 19)); + out[45 + outpos] = (in[44 + inpos] >>> 19) + | ((in[45 + inpos] & 262143L) << (63 - 18)); + out[46 + outpos] = (in[45 + inpos] >>> 18) + | ((in[46 + inpos] & 131071L) << (63 - 17)); + out[47 + outpos] = (in[46 + inpos] >>> 17) + | ((in[47 + inpos] & 65535L) << (63 - 16)); + out[48 + outpos] = (in[47 + inpos] >>> 16) + | ((in[48 + inpos] & 32767L) << (63 - 15)); + out[49 + outpos] = (in[48 + inpos] >>> 15) + | ((in[49 + inpos] & 16383L) << (63 - 14)); + out[50 + outpos] = (in[49 + inpos] >>> 14) + | ((in[50 + inpos] & 8191L) << (63 - 13)); + out[51 + outpos] = (in[50 + inpos] >>> 13) + | ((in[51 + inpos] & 4095L) << (63 - 12)); + out[52 + outpos] = (in[51 + inpos] >>> 12) + | ((in[52 + inpos] & 2047L) << (63 - 11)); + out[53 + outpos] = (in[52 + inpos] >>> 11) + | ((in[53 + inpos] & 1023L) << (63 - 10)); + out[54 + outpos] = (in[53 + inpos] >>> 10) + | ((in[54 + inpos] & 511L) << (63 - 9)); + out[55 + outpos] = (in[54 + inpos] >>> 9) + | ((in[55 + inpos] & 255L) << (63 - 8)); + out[56 + outpos] = (in[55 + inpos] >>> 8) + | ((in[56 + inpos] & 127L) << (63 - 7)); + out[57 + outpos] = (in[56 + inpos] >>> 7) + | ((in[57 + inpos] & 63L) << (63 - 6)); + out[58 + outpos] = (in[57 + inpos] >>> 6) + | ((in[58 + inpos] & 31L) << (63 - 5)); + out[59 + outpos] = (in[58 + inpos] >>> 5) + | ((in[59 + inpos] & 15L) << (63 - 4)); + out[60 + outpos] = (in[59 + inpos] >>> 4) + | ((in[60 + inpos] & 7L) << (63 - 3)); + out[61 + outpos] = (in[60 + inpos] >>> 3) + | ((in[61 + inpos] & 3L) << (63 - 2)); + out[62 + outpos] = (in[61 + inpos] >>> 2) + | ((in[62 + inpos] & 1L) << (63 - 1)); + out[63 + outpos] = (in[62 + inpos] >>> 1); + } protected static void fastunpack64(final long[] in, int inpos, final long[] out, int outpos) { diff --git a/src/test/java/me/lemire/longcompression/TestLongBitPacking.java b/src/test/java/me/lemire/longcompression/TestLongBitPacking.java new file mode 100644 index 0000000..a713faa --- /dev/null +++ b/src/test/java/me/lemire/longcompression/TestLongBitPacking.java @@ -0,0 +1,140 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ + +package me.lemire.longcompression; + +import static org.junit.Assert.assertArrayEquals; +import static org.junit.Assert.assertEquals; + +import java.util.Arrays; +import java.util.Random; + +import org.junit.Test; + +/** + * Validates the unrolled {@link LongBitPacking} kernels. + */ +public class TestLongBitPacking { + + private static final int BLOCK = 64; + private static final int TRIALS = 64; + + private static long[] randomBlock(Random random, int bit) { + long mask; + if (bit == 64) { + mask = -1L; + } else { + mask = (1L << bit) - 1; + } + long[] data = new long[BLOCK]; + for (int i = 0; i < BLOCK; i++) { + data[i] = random.nextLong() & mask; + } + return data; + } + + @Test + public void roundTrip() { + Random random = new Random(0); + for (int bit = 0; bit <= 64; bit++) { + for (int trial = 0; trial < TRIALS; trial++) { + long[] data = randomBlock(random, bit); + long[] packed = new long[bit]; + LongBitPacking.fastpackwithoutmask(data, 0, packed, 0, bit); + long[] unpacked = new long[BLOCK]; + LongBitPacking.fastunpack(packed, 0, unpacked, 0, bit); + assertArrayEquals("bit width " + bit, data, unpacked); + } + } + } + + @Test + public void layoutMatchesSlowPack() { + Random random = new Random(1); + for (int bit = 1; bit < 64; bit++) { + for (int trial = 0; trial < TRIALS; trial++) { + long[] data = randomBlock(random, bit); + long[] fast = new long[bit]; + long[] slow = new long[bit]; + LongBitPacking.fastpackwithoutmask(data, 0, fast, 0, bit); + LongBitPacking.slowpackwithoutmask(data, 0, slow, 0, bit); + assertArrayEquals("bit width " + bit, slow, fast); + } + } + } + + @Test + public void layoutMatchesSlowUnpack() { + Random random = new Random(2); + for (int bit = 1; bit < 64; bit++) { + for (int trial = 0; trial < TRIALS; trial++) { + long[] data = randomBlock(random, bit); + long[] packed = new long[bit]; + LongBitPacking.slowpackwithoutmask(data, 0, packed, 0, bit); + long[] fast = new long[BLOCK]; + long[] slow = new long[BLOCK]; + LongBitPacking.fastunpack(packed, 0, fast, 0, bit); + LongBitPacking.slowunpack(packed, 0, slow, 0, bit); + assertArrayEquals("bit width " + bit, slow, fast); + } + } + } + + @Test + public void extremeValues() { + for (int bit = 0; bit <= 64; bit++) { + long mask; + if (bit == 64) { + mask = -1L; + } else { + mask = (1L << bit) - 1; + } + long[] data = new long[BLOCK]; + Arrays.fill(data, mask); + long[] packed = new long[bit]; + LongBitPacking.fastpackwithoutmask(data, 0, packed, 0, bit); + long[] unpacked = new long[BLOCK]; + LongBitPacking.fastunpack(packed, 0, unpacked, 0, bit); + assertArrayEquals("bit width " + bit, data, unpacked); + if (bit > 0 && bit < 64) { + long[] slow = new long[bit]; + LongBitPacking.slowpackwithoutmask(data, 0, slow, 0, bit); + assertArrayEquals("bit width " + bit, slow, packed); + } + } + } + + @Test + public void roundTripWithOffsets() { + Random random = new Random(3); + int inOffset = 7; + int outOffset = 5; + long sentinel = 0x5555555555555555L; + for (int bit = 0; bit <= 64; bit++) { + long[] data = randomBlock(random, bit); + long[] in = new long[BLOCK + inOffset]; + System.arraycopy(data, 0, in, inOffset, BLOCK); + long[] packed = new long[bit + outOffset]; + Arrays.fill(packed, 0, outOffset, sentinel); + LongBitPacking.fastpackwithoutmask(in, inOffset, packed, outOffset, bit); + long[] unpacked = new long[BLOCK + inOffset]; + Arrays.fill(unpacked, 0, inOffset, sentinel); + LongBitPacking.fastunpack(packed, outOffset, unpacked, inOffset, bit); + long[] result = new long[BLOCK]; + System.arraycopy(unpacked, inOffset, result, 0, BLOCK); + assertArrayEquals("bit width " + bit, data, result); + for (int i = 0; i < outOffset; i++) { + assertEquals("pack wrote before outpos at bit " + bit, + sentinel, packed[i]); + } + for (int i = 0; i < inOffset; i++) { + assertEquals("unpack wrote before outpos at bit " + bit, + sentinel, unpacked[i]); + } + } + } +} From aa73c533bec074f9d1241812cb963fbb76e48a8f Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Wed, 17 Jun 2026 14:44:55 +0000 Subject: [PATCH 255/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.12 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 7783d45..a2cb26d 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.12-SNAPSHOT + 0.3.12 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.12 From 933a84da83dd497d0ff77b2e976839a6a2806f03 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Wed, 17 Jun 2026 14:44:58 +0000 Subject: [PATCH 256/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index a2cb26d..180a49d 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.12 + 0.3.13-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.12 + HEAD From 40e2c33e48ee810c8062a779915c7c79b3ef9685 Mon Sep 17 00:00:00 2001 From: Raunaq Morarka Date: Mon, 22 Jun 2026 11:53:39 +0530 Subject: [PATCH 257/266] Fix VectorFastPFOR corruption on reused output buffers slowpack OR-accumulates into the output, so a reused buffer kept stale bits. Zero the target words first. --- pom.xml | 12 +++++ .../vector/VectorBitPacker.java | 6 +++ .../vector/VectorFastPFORTest.java | 49 +++++++++++++++++++ 3 files changed, 67 insertions(+) create mode 100644 src/test/java/me/lemire/integercompression/vector/VectorFastPFORTest.java diff --git a/pom.xml b/pom.xml index 180a49d..ccdc909 100644 --- a/pom.xml +++ b/pom.xml @@ -105,6 +105,18 @@     + + default-testCompile + test-compile + + testCompile + + + + me/lemire/integercompression/vector/* + + + - -     org.apache.felix diff --git a/src/main/java/module-info.java b/src/main/java/module-info.java index f134601..4d652dd 100644 --- a/src/main/java/module-info.java +++ b/src/main/java/module-info.java @@ -2,11 +2,13 @@ // SPDX-License-Identifier: Apache-2.0 module me.lemire.integercompression { - // This is currently only for advanced users: - // requires jdk.incubator.vector; + // Optional at runtime: only consumers of the vector package (VectorFastPFOR) + // need jdk.incubator.vector resolved (e.g. --add-modules jdk.incubator.vector). + // Scalar consumers resolve without it. + requires static jdk.incubator.vector; exports me.lemire.integercompression; exports me.lemire.longcompression; exports me.lemire.longcompression.differential; exports me.lemire.integercompression.differential; - // exports me.lemire.integercompression.vector; + exports me.lemire.integercompression.vector; } From 9093b1ad4e3a526a333825b2de1392f064251227 Mon Sep 17 00:00:00 2001 From: Raunaq Morarka Date: Fri, 19 Jun 2026 22:58:51 +0530 Subject: [PATCH 261/266] Cover VectorFastPFOR with the shared codec test suites SkippableBasicTest exercises maxHeadlessCompressedLength, so implement it (mirroring FastPFOR) rather than throwing. --- .../lemire/integercompression/vector/VectorFastPFOR.java | 8 +++++++- src/test/java/me/lemire/integercompression/BasicTest.java | 2 ++ .../me/lemire/integercompression/SkippableBasicTest.java | 2 ++ 3 files changed, 11 insertions(+), 1 deletion(-) diff --git a/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java b/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java index adbe432..cc755c8 100644 --- a/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java +++ b/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java @@ -54,6 +54,8 @@ */ public class VectorFastPFOR implements IntegerCODEC, SkippableIntegerCODEC { private final static int OVERHEAD_OF_EACH_EXCEPT = 8; + private static final int OVERHEAD_OF_EACH_PAGE_IN_INTS = 36; + private static final int OVERHEAD_OF_EACH_BLOCK_IN_INTS = 1; public final static int DEFAULT_PAGE_SIZE = 64 << 10; public final static int BLOCK_SIZE = 256; @@ -257,7 +259,11 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, @Override public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { - throw new UnsupportedOperationException("Calculating the max compressed length is not supported yet."); + inlength = inlength - inlength % BLOCK_SIZE; + int pageCount = (inlength + pageSize - 1) / pageSize; + int blockCount = inlength / BLOCK_SIZE; + int blockSizeInInts = OVERHEAD_OF_EACH_BLOCK_IN_INTS + BLOCK_SIZE; + return OVERHEAD_OF_EACH_PAGE_IN_INTS * pageCount + blockSizeInInts * blockCount + 24; } private void loadMetaData(int[] in, int inexcept, int bytesize) { diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index b29ae0d..6743017 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -17,6 +17,7 @@ import me.lemire.integercompression.differential.IntegratedVariableByte; import me.lemire.integercompression.differential.XorBinaryPacking; import me.lemire.integercompression.synth.ClusteredDataGenerator; +import me.lemire.integercompression.vector.VectorFastPFOR; import org.junit.Test; @@ -43,6 +44,7 @@ public class BasicTest { new Composition(new OptPFDS16(), new VariableByte()), new Composition(new FastPFOR128(), new VariableByte()), new Composition(new FastPFOR(), new VariableByte()), + new Composition(new VectorFastPFOR(), new VariableByte()), new Simple9(), new Simple16(), new GroupSimple9(), diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index 881dada..ca919d4 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -13,6 +13,7 @@ import me.lemire.integercompression.differential.IntegratedVariableByte; import me.lemire.integercompression.differential.SkippableIntegratedComposition; import me.lemire.integercompression.differential.SkippableIntegratedIntegerCODEC; +import me.lemire.integercompression.vector.VectorFastPFOR; import org.junit.Test; import static org.junit.Assert.assertArrayEquals; @@ -37,6 +38,7 @@ public class SkippableBasicTest { new SkippableComposition(new OptPFDS16(), new VariableByte()), new SkippableComposition(new FastPFOR128(), new VariableByte()), new SkippableComposition(new FastPFOR(), new VariableByte()), + new SkippableComposition(new VectorFastPFOR(), new VariableByte()), new Simple9(), new Simple16() }; From e291cf369643c879938e9d10bb0f16b38ecda626 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Tue, 23 Jun 2026 03:36:50 +0000 Subject: [PATCH 262/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.13 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 5594a43..e1ea6fc 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.13-SNAPSHOT + 0.3.13 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.13 From acc89e2e7b1defc748c1e4fe0cd20c2113280e66 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Tue, 23 Jun 2026 03:36:52 +0000 Subject: [PATCH 263/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index e1ea6fc..5535a25 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.13 + 0.3.14-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.13 + HEAD From 7d7c36bab86eb6432989943ac8e6a2cfb19ff57f Mon Sep 17 00:00:00 2001 From: Raunaq Morarka Date: Wed, 24 Jun 2026 17:54:42 +0530 Subject: [PATCH 264/266] Add vectorized BinaryPacking int codec BinaryPacking using the Vector API pack/unpack kernels: each block is packed at its own maxbits with no exceptions. The maxbits computation is vectorized via an OR-reduction over the block. On Graviton4 (Neoverse V2, SVE2 128-bit), full codec round trip vs scalar BinaryPacking over 256K random ints: compress 2.5-3.0x faster across all bit widths; decompress 4.0x at low widths, tapering to 2.4x near width 31. --- .../vector/VectorBinaryPacking.java | 166 ++++++++++++++++++ .../lemire/integercompression/BasicTest.java | 2 + .../SkippableBasicTest.java | 4 + .../vector/VectorBinaryPackingTest.java | 48 +++++ 4 files changed, 220 insertions(+) create mode 100644 src/main/java/me/lemire/integercompression/vector/VectorBinaryPacking.java create mode 100644 src/test/java/me/lemire/integercompression/vector/VectorBinaryPackingTest.java diff --git a/src/main/java/me/lemire/integercompression/vector/VectorBinaryPacking.java b/src/main/java/me/lemire/integercompression/vector/VectorBinaryPacking.java new file mode 100644 index 0000000..6517357 --- /dev/null +++ b/src/main/java/me/lemire/integercompression/vector/VectorBinaryPacking.java @@ -0,0 +1,166 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + * (c) Intel Corp. (for Vector implementation) + */ +package me.lemire.integercompression.vector; + +import jdk.incubator.vector.IntVector; +import jdk.incubator.vector.VectorOperators; +import jdk.incubator.vector.VectorSpecies; +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.IntegerCODEC; +import me.lemire.integercompression.SkippableIntegerCODEC; +import me.lemire.integercompression.Util; +import me.lemire.integercompression.vector.VectorBitPackerKernels.LaneWidth; + +/** + * BinaryPacking using the Vector API pack/unpack kernels: each block is packed at + * its own maximum bit width with no exceptions, so encoding is a single maxbits + * pass plus a vectorized pack. It encodes integers in blocks of BLOCK_SIZE + * integers. For arrays containing an arbitrary number of integers, you should use + * it in conjunction with another CODEC: + * + * 
    IntegerCODEC ic =
+ *  new Composition(new VectorBinaryPacking(), new VariableByte()).
    + * + * Note that this does not use differential coding: if you are working on sorted + * lists, use IntegratedBinaryPacking instead. + * + * Blocks are packed in a vectorized layout that differs by hardware vector lane + * width. The lane width is fixed at construction and not stored on the wire, so a + * stream must be decoded at the same lane width it was encoded at. The default + * constructor packs at this machine's preferred width; the {@code (LaneWidth)} + * constructor pins a width so a heterogeneous cluster can decode on its narrowest + * node. + * + * @author Daniel Lemire + */ +public final class VectorBinaryPacking implements IntegerCODEC, SkippableIntegerCODEC { + public final static int BLOCK_SIZE = 256; + private static final int MAX_BIT_WIDTH = Integer.SIZE; + // Output words a packed block occupies per bit of width (BLOCK_SIZE / Integer.SIZE). + private static final int WORDS_PER_BLOCK_BIT = BLOCK_SIZE / Integer.SIZE; + // Blocks sharing one packed header word (four max-bit values, one byte each). + private static final int GROUP_SIZE_IN_BLOCKS = 4; + // The OR-reduction result is independent of vector width, so it uses the widest + // available species regardless of the wire lane width. + private static final VectorSpecies MAXBITS_SPECIES = IntVector.SPECIES_PREFERRED; + + private final VectorBitPackerKernels kernel; + + /** Packs at this machine's preferred vector lane width. */ + public VectorBinaryPacking() { + this(LaneWidth.PREFERRED); + } + + /** Pins the lane width so a heterogeneous cluster can decode on its narrowest node. */ + public VectorBinaryPacking(LaneWidth laneWidth) { + this.kernel = laneWidth.kernel; + } + + @Override + public void compress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + if (inlength == 0) + return; + out[outpos.get()] = inlength; + outpos.increment(); + headlessCompress(in, inpos, inlength, out, outpos); + } + + @Override + public void headlessCompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + inlength = Util.greatestMultiple(inlength, BLOCK_SIZE); + int tmpoutpos = outpos.get(); + int s = inpos.get(); + for (; s + BLOCK_SIZE * 4 - 1 < inpos.get() + inlength; s += BLOCK_SIZE * 4) { + final int mbits1 = maxbits(in, s); + final int mbits2 = maxbits(in, s + BLOCK_SIZE); + final int mbits3 = maxbits(in, s + 2 * BLOCK_SIZE); + final int mbits4 = maxbits(in, s + 3 * BLOCK_SIZE); + out[tmpoutpos++] = (mbits1 << 24) | (mbits2 << 16) | (mbits3 << 8) | (mbits4); + kernel.fastpackNoMask(in, s, out, tmpoutpos, mbits1); + tmpoutpos += WORDS_PER_BLOCK_BIT * mbits1; + kernel.fastpackNoMask(in, s + BLOCK_SIZE, out, tmpoutpos, mbits2); + tmpoutpos += WORDS_PER_BLOCK_BIT * mbits2; + kernel.fastpackNoMask(in, s + 2 * BLOCK_SIZE, out, tmpoutpos, mbits3); + tmpoutpos += WORDS_PER_BLOCK_BIT * mbits3; + kernel.fastpackNoMask(in, s + 3 * BLOCK_SIZE, out, tmpoutpos, mbits4); + tmpoutpos += WORDS_PER_BLOCK_BIT * mbits4; + } + for (; s < inpos.get() + inlength; s += BLOCK_SIZE) { + final int mbits = maxbits(in, s); + out[tmpoutpos++] = mbits; + kernel.fastpackNoMask(in, s, out, tmpoutpos, mbits); + tmpoutpos += WORDS_PER_BLOCK_BIT * mbits; + } + inpos.add(inlength); + outpos.set(tmpoutpos); + } + + @Override + public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos) { + if (inlength == 0) + return; + final int outlength = in[inpos.get()]; + inpos.increment(); + headlessUncompress(in, inpos, inlength, out, outpos, outlength); + } + + @Override + public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] out, IntWrapper outpos, int num) { + final int outlength = Util.greatestMultiple(num, BLOCK_SIZE); + int tmpinpos = inpos.get(); + int s = outpos.get(); + for (; s + BLOCK_SIZE * 4 - 1 < outpos.get() + outlength; s += BLOCK_SIZE * 4) { + final int mbits1 = (in[tmpinpos] >>> 24); + final int mbits2 = (in[tmpinpos] >>> 16) & 0xFF; + final int mbits3 = (in[tmpinpos] >>> 8) & 0xFF; + final int mbits4 = (in[tmpinpos]) & 0xFF; + ++tmpinpos; + kernel.fastunpack(in, tmpinpos, out, s, mbits1); + tmpinpos += WORDS_PER_BLOCK_BIT * mbits1; + kernel.fastunpack(in, tmpinpos, out, s + BLOCK_SIZE, mbits2); + tmpinpos += WORDS_PER_BLOCK_BIT * mbits2; + kernel.fastunpack(in, tmpinpos, out, s + 2 * BLOCK_SIZE, mbits3); + tmpinpos += WORDS_PER_BLOCK_BIT * mbits3; + kernel.fastunpack(in, tmpinpos, out, s + 3 * BLOCK_SIZE, mbits4); + tmpinpos += WORDS_PER_BLOCK_BIT * mbits4; + } + for (; s < outpos.get() + outlength; s += BLOCK_SIZE) { + final int mbits = in[tmpinpos]; + ++tmpinpos; + kernel.fastunpack(in, tmpinpos, out, s, mbits); + tmpinpos += WORDS_PER_BLOCK_BIT * mbits; + } + outpos.add(outlength); + inpos.set(tmpinpos); + } + + @Override + public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) { + int blockCount = inlength / BLOCK_SIZE; + int headersSizeInInts = blockCount / GROUP_SIZE_IN_BLOCKS + (blockCount % GROUP_SIZE_IN_BLOCKS); + int blocksSizeInInts = blockCount * MAX_BIT_WIDTH * WORDS_PER_BLOCK_BIT; + compressedPositions.add(blockCount * BLOCK_SIZE); + return headersSizeInInts + blocksSizeInInts; + } + + // Maximum bit width needed for a BLOCK_SIZE-value block: OR-reduce the values, then count significant bits. + private static int maxbits(int[] in, int pos) { + IntVector accumulator = IntVector.zero(MAXBITS_SPECIES); + for (int offset = 0; offset < BLOCK_SIZE; offset += MAXBITS_SPECIES.length()) { + accumulator = accumulator.or(IntVector.fromArray(MAXBITS_SPECIES, in, pos + offset)); + } + int mask = accumulator.reduceLanes(VectorOperators.OR); + return Integer.SIZE - Integer.numberOfLeadingZeros(mask); + } + + @Override + public String toString() { + return this.getClass().getSimpleName() + "(" + kernel.getClass().getSimpleName() + ")"; + } +} diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java index 6743017..51f90ee 100644 --- a/src/test/java/me/lemire/integercompression/BasicTest.java +++ b/src/test/java/me/lemire/integercompression/BasicTest.java @@ -17,6 +17,7 @@ import me.lemire.integercompression.differential.IntegratedVariableByte; import me.lemire.integercompression.differential.XorBinaryPacking; import me.lemire.integercompression.synth.ClusteredDataGenerator; +import me.lemire.integercompression.vector.VectorBinaryPacking; import me.lemire.integercompression.vector.VectorFastPFOR; import org.junit.Test; @@ -45,6 +46,7 @@ public class BasicTest { new Composition(new FastPFOR128(), new VariableByte()), new Composition(new FastPFOR(), new VariableByte()), new Composition(new VectorFastPFOR(), new VariableByte()), + new Composition(new VectorBinaryPacking(), new VariableByte()), new Simple9(), new Simple16(), new GroupSimple9(), diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java index ca919d4..252cfea 100644 --- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java +++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java @@ -13,6 +13,7 @@ import me.lemire.integercompression.differential.IntegratedVariableByte; import me.lemire.integercompression.differential.SkippableIntegratedComposition; import me.lemire.integercompression.differential.SkippableIntegratedIntegerCODEC; +import me.lemire.integercompression.vector.VectorBinaryPacking; import me.lemire.integercompression.vector.VectorFastPFOR; import org.junit.Test; @@ -39,6 +40,7 @@ public class SkippableBasicTest { new SkippableComposition(new FastPFOR128(), new VariableByte()), new SkippableComposition(new FastPFOR(), new VariableByte()), new SkippableComposition(new VectorFastPFOR(), new VariableByte()), + new SkippableComposition(new VectorBinaryPacking(), new VariableByte()), new Simple9(), new Simple16() }; @@ -165,6 +167,8 @@ public void testMaxHeadlessCompressedLength() { testMaxHeadlessCompressedLength(new BinaryPacking(), 16 * BinaryPacking.BLOCK_SIZE, 32); testMaxHeadlessCompressedLength(new VariableByte(), 128, 32); testMaxHeadlessCompressedLength(new SkippableComposition(new BinaryPacking(), new VariableByte()), 16 * BinaryPacking.BLOCK_SIZE + 10, 32); + testMaxHeadlessCompressedLength(new VectorBinaryPacking(), 4 * VectorBinaryPacking.BLOCK_SIZE, 32); + testMaxHeadlessCompressedLength(new SkippableComposition(new VectorBinaryPacking(), new VariableByte()), 4 * VectorBinaryPacking.BLOCK_SIZE + 10, 32); testMaxHeadlessCompressedLength(new JustCopy(), 128, 32); testMaxHeadlessCompressedLength(new Simple9(), 128, 28); testMaxHeadlessCompressedLength(new Simple16(), 128, 28); diff --git a/src/test/java/me/lemire/integercompression/vector/VectorBinaryPackingTest.java b/src/test/java/me/lemire/integercompression/vector/VectorBinaryPackingTest.java new file mode 100644 index 0000000..2746b11 --- /dev/null +++ b/src/test/java/me/lemire/integercompression/vector/VectorBinaryPackingTest.java @@ -0,0 +1,48 @@ +/** + * This code is released under the + * Apache License Version 2.0 http://www.apache.org/licenses/. + * + * (c) Daniel Lemire, http://lemire.me/en/ + */ +package me.lemire.integercompression.vector; + +import static org.junit.Assert.assertArrayEquals; + +import org.junit.Test; + +import me.lemire.integercompression.IntWrapper; +import me.lemire.integercompression.vector.VectorBitPackerKernels.LaneWidth; + +/** + * Tests for the vectorized BinaryPacking codec. + */ +public class VectorBinaryPackingTest { + + /** Every lane width packs and unpacks back to the original values. */ + @Test + public void roundTripAcrossLaneWidths() { + for (LaneWidth laneWidth : LaneWidth.values()) { + roundTrip(new VectorBinaryPacking(laneWidth)); + } + } + + private static void roundTrip(VectorBinaryPacking codec) { + int[] data = new int[3 * VectorBinaryPacking.BLOCK_SIZE]; + for (int i = 0; i < data.length; i++) { + data[i] = i % 8; // mix of bit widths across blocks + } + data[5] = 1 << 20; + data[600] = 1 << 30; + + int[] compressed = new int[2 * data.length]; + IntWrapper inpos = new IntWrapper(0); + IntWrapper outpos = new IntWrapper(0); + codec.headlessCompress(data, inpos, data.length, compressed, outpos); + + int[] recovered = new int[data.length]; + codec.headlessUncompress(compressed, new IntWrapper(0), outpos.get(), + recovered, new IntWrapper(0), data.length); + + assertArrayEquals(data, recovered); + } +} From 53bec6f2c155c26d83b9b97854b5796d034796be Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Wed, 24 Jun 2026 16:32:22 +0000 Subject: [PATCH 265/266] [maven-release-plugin] prepare release JavaFastPFOR-0.3.14 --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 5535a25..0d52d1c 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.14-SNAPSHOT + 0.3.14 jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - HEAD + JavaFastPFOR-0.3.14 From a6518ff792317dc029530cdf4e05af3c4e4fe19e Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Wed, 24 Jun 2026 16:32:24 +0000 Subject: [PATCH 266/266] [maven-release-plugin] prepare for next development iteration --- pom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pom.xml b/pom.xml index 0d52d1c..04b8995 100644 --- a/pom.xml +++ b/pom.xml @@ -2,7 +2,7 @@ 4.0.0 me.lemire.integercompression JavaFastPFOR - 0.3.14 + 0.3.15-SNAPSHOT jar 21 @@ -23,7 +23,7 @@ scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git scm:git:https://github.com/fast-pack/JavaFastPFOR.git - JavaFastPFOR-0.3.14 + HEAD

    + * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second + * through vectorization Software: Practice & Experience + * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract + * http://arxiv.org/abs/1209.2137 + *

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