Disclaimer
I might be missing something in the design of the class (I'm sorry if this is the case), and yet I think it's worth checking and possibly suggest alternative implementations.
TL;DR
The class HTTPServer in client_java/simpleclient_httpserver/src/main/java/io/prometheus/client/exporter/HTTPServer.java seems to allocate more memory than what is actually needed, and for too long.
Description
The class relies, to handle the HTTP requests, on a ByteArrayOutputStream in ThreadLocal storage, that is:
- as big as the serialized reply, and allocated 5 times, once per thread in the pool
- its content is never re-used, since it is overwritten for each incoming request
- never de-allocated or cleaned up after the reply has been delivered
Basically it looks like if the class is implemented to avoid the instantiation of new ByteArrayOutputStream objects and, to achieve this, it pays the maximum cost in terms of memory allocation.
Code walkthrough
The following code is from the HTTPServer class, as it is currently on the master branch, version 0.12.1-SNAPSHOT.
The class has a member response of type LocalByteArray, which is a ThreadLocal ByteArrayOutputStream:
private static class LocalByteArray extends ThreadLocal<ByteArrayOutputStream> {
@Override
protected ByteArrayOutputStream initialValue()
{
return new ByteArrayOutputStream(1 << 20);
}
}This is how the class handles the incoming HTTP requests, I've added the comments.
public void handle(HttpExchange t) throws IOException {
String query = t.getRequestURI().getRawQuery();
String contextPath = t.getHttpContext().getPath();
// take, from the thread local storage, the output stream containing the previous response
// this is the only reference in the code to 'this.response`
ByteArrayOutputStream response = this.response.get();
// throw away the previous response
response.reset();
// wrap the output stream with a writer
OutputStreamWriter osw = new OutputStreamWriter(response, Charset.forName("UTF-8"));
if ("/-/healthy".equals(contextPath)) {
osw.write(HEALTHY_RESPONSE);
} else {
String contentType = TextFormat.chooseContentType(t.getRequestHeaders().getFirst("Accept"));
t.getResponseHeaders().set("Content-Type", contentType);
Predicate<String> filter = sampleNameFilterSupplier == null ? null : sampleNameFilterSupplier.get();
filter = SampleNameFilter.restrictToNamesEqualTo(filter, parseQuery(query));
// write the reply content into the writer
if (filter == null) {
TextFormat.writeFormat(contentType, osw, registry.metricFamilySamples());
} else {
TextFormat.writeFormat(contentType, osw, registry.filteredMetricFamilySamples(filter));
}
}
// flush the writer and write the new reply into `response`
osw.close();
// decide whether to compress or not the data
if (shouldUseCompression(t)) {
t.getResponseHeaders().set("Content-Encoding", "gzip");
t.sendResponseHeaders(HttpURLConnection.HTTP_OK, 0);
final GZIPOutputStream os = new GZIPOutputStream(t.getResponseBody());
try {
// send the data from `response` to the output stream
response.writeTo(os);
} finally {
os.close();
}
} else {
long contentLength = response.size();
t.getResponseHeaders().set("Content-Length", String.valueOf(contentLength));
if (t.getRequestMethod().equals("HEAD")) {
contentLength = -1;
}
t.sendResponseHeaders(HttpURLConnection.HTTP_OK, contentLength);
// send the data from `response` to the output stream
response.writeTo(t.getResponseBody());
}
t.close();
// `response` still contains the reply content
}Possible solutions
Option A
The simplest alternative implementation would be to get rid of the response field and instantiate a new ByteArrayOutputStream within the handle method. Basically replacing
ByteArrayOutputStream response = this.response.get();
response.reset();
with
ByteArrayOutputStream response = new ByteArrayOutputStream(1 << 20);
Resulting in:
- PRO: lower memory allocation. We no longer keep 5 responses always in memory.
- CON: we instantiate one new object each time the endpoint is scraped. This object, though, becomes garbage-collectable right after the method exits.
Option B
Another option came to my mind, but is seems more complex to me.
Given that the method ends up writing in the OutputStream from t.getResponseBody(), another alternative could be to wrap this stream into a writer and let the method TextFormat.writeFormat write directly on it. This way, no new ByteArrayOutputStreams need to be created to handle the request.
Going this way, however, the changes are not so trivial, for example the lines
long contentLength = response.size();
t.getResponseHeaders().set("Content-Length", String.valueOf(contentLength));rely on the ByteArrayOutputStream containing the data.
In this case:
- PRO: same PROs as before, plus no ByteArrayOutputStream allocation
- CON: deeper code refactoring and possible open points
EDIT: Description improved as per comment #703 (comment)
Disclaimer
I might be missing something in the design of the class (I'm sorry if this is the case), and yet I think it's worth checking and possibly suggest alternative implementations.
TL;DR
The class HTTPServer in
client_java/simpleclient_httpserver/src/main/java/io/prometheus/client/exporter/HTTPServer.javaseems to allocate more memory than what is actually needed, and for too long.Description
The class relies, to handle the HTTP requests, on a ByteArrayOutputStream in ThreadLocal storage, that is:
Basically it looks like if the class is implemented to avoid the instantiation of new ByteArrayOutputStream objects and, to achieve this, it pays the maximum cost in terms of memory allocation.
Code walkthrough
The following code is from the HTTPServer class, as it is currently on the
masterbranch, version0.12.1-SNAPSHOT.The class has a member
responseof type LocalByteArray, which is a ThreadLocal ByteArrayOutputStream:This is how the class handles the incoming HTTP requests, I've added the comments.
Possible solutions
Option A
The simplest alternative implementation would be to get rid of the
responsefield and instantiate a new ByteArrayOutputStream within thehandlemethod. Basically replacingwith
Resulting in:
Option B
Another option came to my mind, but is seems more complex to me.
Given that the method ends up writing in the OutputStream from
t.getResponseBody(), another alternative could be to wrap this stream into a writer and let the methodTextFormat.writeFormatwrite directly on it. This way, no new ByteArrayOutputStreams need to be created to handle the request.Going this way, however, the changes are not so trivial, for example the lines
rely on the ByteArrayOutputStream containing the data.
In this case:
EDIT: Description improved as per comment #703 (comment)