From 5901a49a19fbdba650c5654cdc7a84c2f717fa89 Mon Sep 17 00:00:00 2001 From: Chris Barker Date: Mon, 9 Mar 2015 20:27:13 -0700 Subject: [PATCH 01/56] removed source from branch --- LICENSE | 98 ----- README.rst | 15 - Syllabus.md | 168 -------- slides_sources/Makefile | 186 --------- slides_sources/Readme.rst | 86 ---- slides_sources/requirements.txt | 11 - .../scss_sources/slides_custom.scss | 201 --------- slides_sources/source/conf.py | 382 ------------------ slides_sources/source/homework/index.rst | 10 - slides_sources/source/index.rst | 56 --- slides_sources/source/packaging.rst | 331 --------------- 11 files changed, 1544 deletions(-) delete mode 100644 LICENSE delete mode 100644 README.rst delete mode 100644 Syllabus.md delete mode 100644 slides_sources/Makefile delete mode 100644 slides_sources/Readme.rst delete mode 100644 slides_sources/requirements.txt delete mode 100644 slides_sources/scss_sources/slides_custom.scss delete mode 100644 slides_sources/source/conf.py delete mode 100644 slides_sources/source/homework/index.rst delete mode 100644 slides_sources/source/index.rst delete mode 100644 slides_sources/source/packaging.rst diff --git a/LICENSE b/LICENSE deleted file mode 100644 index 8b88d6b..0000000 --- a/LICENSE +++ /dev/null @@ -1,98 +0,0 @@ -Creative Commons Attribution-ShareAlike 4.0 International Public License - -By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Creative Commons Attribution-ShareAlike 4.0 International Public License ("Public License"). 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Most programming class coursework involves small, self contained, assignments. While this is useful for learning specific concepts, it is hard to develop an understanding of the issues associated with larger software projects. This class gives students a chance to develop a significant project with the guidance of the instructors. - -### Course Website -Lecture notes, sample code, etc will be available in the course github project: - -https://github.com/UWPCE-PythonCert/Python300-SystemDevelopmentWithPython-Spring-2014 - - -## Instructors -Joseph Sheedy `joseph.sheedy@gmail.com` - -Christopher Barker `PythonCHB@gmail.com` - - -## Technology Requirements -Students will need a laptop computer with python 2.7.x , a development environment, and the ability to install additional software. - - -##Assessment Criteria & Course Expectations - -Students are required to attend 8 out 10 classes and complete a significant software project in the Python language, either individually or as part of a small group. In addition, each student will be required to present some of their work in progress code for an in-class code review in teh middl eof the quarter. - -Courses in this program are arranged sequentially. To recieve the certificate, students are required to earn a grade of Successful Completion (SC) in this course. Students must have successfully completed all courses in the program to receive a certificate of completion. - - -## The class project: - -Each student will develop a substantial project throughout the class. It can be an individual project or a group project with a small group from the class (2-4 students). We suggest that you strongly consider a group project -- it will give you a chance to practice developing with others, as well as give you a built-in way to get code review, folks to bounce ideas off of, etc. - -### Requirements: - -The project can be anything done primarily in Python: command line utility, desktop GUI, web application, web service, numerical model, smart phone app, you name it. - -The projects should be large enough to take everyone in the group about 8-10 hours a week in addition to class time, but small enough that you can get it to a useful state in 8-9 weeks of the class. - -Each project group will be expected to present their work in one of the last two classes. The presentations should be focused on the software design, rather than the problem solved (though, of course, we'll want to know what problem you solved...) - -We will expect you to use a Revision Control System (likely gitHub), and employ unit testing. - -You should set it up with good package structure -- ready to share and/or deploy. - -The project code should be documented: Sphinx! - -Conform to PEP8 (unless you have a company style instead) - -Use PyChecker and/or PyLint and/or PyFlakes - -*Please have your project selected and be prepared to start right in on it on day one!* - -## Typical class: - -Each class will involve a lecture interspersed with in-class exercises about the lecture topic. - -Beginning the fourth week, the final hour or so of the class will consist of code reviews of students' work-in-progress. - -In addition, as we work with you on your projects, we will highlight for the class interesting problems and their solutions that come up in class. - - -# Schedule - -### Week 1 -April 7th -Instructors: Joseph & Chris - -#### Topics -- Class intro -- packaging: Chris -- unit testing and coverage: Joseph -- unicode: Chris - - -### Week 2 -April 14th -Instructor: Chris -(proposals due) -#### Topics -- Weak references -- Documentation (docstrings, sphinx) -- PEP-8 (pylint/pychecker/pyflakes) - - -### Week 3 -April 21st -Instructor: Joseph -#### Topics - -- "advanced OO" - - \__new__(), super() - - type, metaclasses - - Debugging (print, logging, pdb/ipdb, winpdb) - -### Week 4 -April 28th -Instructor: Joseph -#### Topics -- Databases (DB-API w/ sqlite, postgres, mysql) -- Non-relational DBs (ZODB, MongoDB, couchDB, BSDdb, Redis) -- code reviews begin - - -### Week 5 -May 5th -Instructor: Chris - -#### Topics - -- numpy, scipy, pandas, matplotlib -- ipython/notebook - - -### Week 6 -May 12th -Instructor: Chris - -#### Topics - -- datetime, time, pytz -- functools -- itertools -- Beautiful idiomatic code - -### Week 7 -May 19th -Instructor: Joseph -#### Topics - -- serialization review / XML -- profiling -- multi-threading/processing - - -### Week 8 -May 26th -Instructor: Chris - -#### Topics - -- C extensions( C API, ctypes, cython) - -### Week 9 -June 2nd - -Student Presentations - --- Joseph and Chris - -### Week 10 -June 9th - -Student Presentations - --- Joseph and Chris - -## Student Resources -The following link includes student handbooks, services, and policies, and other important information: http://www.pce.uw.edu/resource.aspx . - -## Disability Accommodation -The University of Washington is committed to providing access and reasonable accommodation in its services, programs, activities, education and employment for individuals with disabilities. For information or to request disability accommodation contact the Disability Services Office at 206.543.6450/V, 206.543.6452/TTY, 206.685.7264 (FAX), or e-mail at dso@u.washington.edu. diff --git a/slides_sources/Makefile b/slides_sources/Makefile deleted file mode 100644 index b01d75f..0000000 --- a/slides_sources/Makefile +++ /dev/null @@ -1,186 +0,0 @@ -# Makefile for Sphinx documentation -# - -# You can set these variables from the command line. -SPHINXOPTS = -SPHINXBUILD = sphinx-build -PAPER = -BUILDDIR = build -SASSBUILD = sassc -SASSOPTS = --include-path './scss_sources' - -# User-friendly check for sphinx-build -ifeq ($(shell which $(SPHINXBUILD) >/dev/null 2>&1; echo $$?), 1) -$(error The '$(SPHINXBUILD)' command was not found. Make sure you have Sphinx installed, then set the SPHINXBUILD environment variable to point to the full path of the '$(SPHINXBUILD)' executable. Alternatively you can add the directory with the executable to your PATH. If you don't have Sphinx installed, grab it from http://sphinx-doc.org/) -endif - -# Internal variables. -PAPEROPT_a4 = -D latex_paper_size=a4 -PAPEROPT_letter = -D latex_paper_size=letter -ALLSPHINXOPTS = -d $(BUILDDIR)/doctrees $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) source -# the i18n builder cannot share the environment and doctrees with the others -I18NSPHINXOPTS = $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) source - -.PHONY: help clean html dirhtml singlehtml pickle json htmlhelp qthelp devhelp epub latex latexpdf text man changes linkcheck doctest gettext - -help: - @echo "Please use \`make ' where is one of" - @echo " html to make standalone HTML files" - @echo " dirhtml to make HTML files named index.html in directories" - @echo " singlehtml to make a single large HTML file" - @echo " pickle to make pickle files" - @echo " json to make JSON files" - @echo " htmlhelp to make HTML files and a HTML help project" - @echo " qthelp to make HTML files and a qthelp project" - @echo " devhelp to make HTML files and a Devhelp project" - @echo " epub to make an epub" - @echo " latex to make LaTeX files, you can set PAPER=a4 or PAPER=letter" - @echo " latexpdf to make LaTeX files and run them through pdflatex" - @echo " latexpdfja to make LaTeX files and run them through platex/dvipdfmx" - @echo " text to make text files" - @echo " man to make manual pages" - @echo " texinfo to make Texinfo files" - @echo " info to make Texinfo files and run them through makeinfo" - @echo " gettext to make PO message catalogs" - @echo " changes to make an overview of all changed/added/deprecated items" - @echo " xml to make Docutils-native XML files" - @echo " pseudoxml to make pseudoxml-XML files for display purposes" - @echo " linkcheck to check all external links for integrity" - @echo " doctest to run all doctests embedded in the documentation (if enabled)" - -clean: - rm -rf $(BUILDDIR)/* - -html: - $(SPHINXBUILD) -b html $(ALLSPHINXOPTS) $(BUILDDIR)/html - @echo - @echo "Build finished. The HTML pages are in $(BUILDDIR)/html." - -dirhtml: - $(SPHINXBUILD) -b dirhtml $(ALLSPHINXOPTS) $(BUILDDIR)/dirhtml - @echo - @echo "Build finished. The HTML pages are in $(BUILDDIR)/dirhtml." - -singlehtml: - $(SPHINXBUILD) -b singlehtml $(ALLSPHINXOPTS) $(BUILDDIR)/singlehtml - @echo - @echo "Build finished. The HTML page is in $(BUILDDIR)/singlehtml." - -pickle: - $(SPHINXBUILD) -b pickle $(ALLSPHINXOPTS) $(BUILDDIR)/pickle - @echo - @echo "Build finished; now you can process the pickle files." - -json: - $(SPHINXBUILD) -b json $(ALLSPHINXOPTS) $(BUILDDIR)/json - @echo - @echo "Build finished; now you can process the JSON files." - -htmlhelp: - $(SPHINXBUILD) -b htmlhelp $(ALLSPHINXOPTS) $(BUILDDIR)/htmlhelp - @echo - @echo "Build finished; now you can run HTML Help Workshop with the" \ - ".hhp project file in $(BUILDDIR)/htmlhelp." - -qthelp: - $(SPHINXBUILD) -b qthelp $(ALLSPHINXOPTS) $(BUILDDIR)/qthelp - @echo - @echo "Build finished; now you can run "qcollectiongenerator" with the" \ - ".qhcp project file in $(BUILDDIR)/qthelp, like this:" - @echo "# qcollectiongenerator $(BUILDDIR)/qthelp/Foundations2Python.qhcp" - @echo "To view the help file:" - @echo "# assistant -collectionFile $(BUILDDIR)/qthelp/Foundations2Python.qhc" - -devhelp: - $(SPHINXBUILD) -b devhelp $(ALLSPHINXOPTS) $(BUILDDIR)/devhelp - @echo - @echo "Build finished." - @echo "To view the help file:" - @echo "# mkdir -p $$HOME/.local/share/devhelp/Foundations2Python" - @echo "# ln -s $(BUILDDIR)/devhelp $$HOME/.local/share/devhelp/Foundations2Python" - @echo "# devhelp" - -epub: - $(SPHINXBUILD) -b epub $(ALLSPHINXOPTS) $(BUILDDIR)/epub - @echo - @echo "Build finished. The epub file is in $(BUILDDIR)/epub." - -latex: - $(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex - @echo - @echo "Build finished; the LaTeX files are in $(BUILDDIR)/latex." - @echo "Run \`make' in that directory to run these through (pdf)latex" \ - "(use \`make latexpdf' here to do that automatically)." - -latexpdf: - $(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex - @echo "Running LaTeX files through pdflatex..." - $(MAKE) -C $(BUILDDIR)/latex all-pdf - @echo "pdflatex finished; the PDF files are in $(BUILDDIR)/latex." - -latexpdfja: - $(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex - @echo "Running LaTeX files through platex and dvipdfmx..." - $(MAKE) -C $(BUILDDIR)/latex all-pdf-ja - @echo "pdflatex finished; the PDF files are in $(BUILDDIR)/latex." - -text: - $(SPHINXBUILD) -b text $(ALLSPHINXOPTS) $(BUILDDIR)/text - @echo - @echo "Build finished. The text files are in $(BUILDDIR)/text." - -man: - $(SPHINXBUILD) -b man $(ALLSPHINXOPTS) $(BUILDDIR)/man - @echo - @echo "Build finished. The manual pages are in $(BUILDDIR)/man." - -texinfo: - $(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo - @echo - @echo "Build finished. The Texinfo files are in $(BUILDDIR)/texinfo." - @echo "Run \`make' in that directory to run these through makeinfo" \ - "(use \`make info' here to do that automatically)." - -info: - $(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo - @echo "Running Texinfo files through makeinfo..." - make -C $(BUILDDIR)/texinfo info - @echo "makeinfo finished; the Info files are in $(BUILDDIR)/texinfo." - -gettext: - $(SPHINXBUILD) -b gettext $(I18NSPHINXOPTS) $(BUILDDIR)/locale - @echo - @echo "Build finished. The message catalogs are in $(BUILDDIR)/locale." - -changes: - $(SPHINXBUILD) -b changes $(ALLSPHINXOPTS) $(BUILDDIR)/changes - @echo - @echo "The overview file is in $(BUILDDIR)/changes." - -linkcheck: - $(SPHINXBUILD) -b linkcheck $(ALLSPHINXOPTS) $(BUILDDIR)/linkcheck - @echo - @echo "Link check complete; look for any errors in the above output " \ - "or in $(BUILDDIR)/linkcheck/output.txt." - -doctest: - $(SPHINXBUILD) -b doctest $(ALLSPHINXOPTS) $(BUILDDIR)/doctest - @echo "Testing of doctests in the sources finished, look at the " \ - "results in $(BUILDDIR)/doctest/output.txt." - -xml: - $(SPHINXBUILD) -b xml $(ALLSPHINXOPTS) $(BUILDDIR)/xml - @echo - @echo "Build finished. The XML files are in $(BUILDDIR)/xml." - -pseudoxml: - $(SPHINXBUILD) -b pseudoxml $(ALLSPHINXOPTS) $(BUILDDIR)/pseudoxml - @echo - @echo "Build finished. The pseudo-XML files are in $(BUILDDIR)/pseudoxml." - - -slides: - $(SPHINXBUILD) -b slides $(ALLSPHINXOPTS) $(BUILDDIR)/slides - $(SASSBUILD) $(SASSOPTS) scss_sources/slides_custom.scss > $(BUILDDIR)/slides/_static/custom.css - @echo "Build finished. The HTML slides are in $(BUILDDIR)/slides." - diff --git a/slides_sources/Readme.rst b/slides_sources/Readme.rst deleted file mode 100644 index ab24192..0000000 --- a/slides_sources/Readme.rst +++ /dev/null @@ -1,86 +0,0 @@ -****************************** -Sources for Slides / Materials -****************************** - -This directory holds the source materials (RestructuredText, mostly) used -to build the slides and HTML pages for the class. - -The ``old_versions`` dir has older version of the materials, done in LaTeX. -The contents are a bit different and have been updated. There are just -there for reference. - -The documentation is written in `ReStructuredText`_ and output formats are -included for html, epub and `html5slides`_ (via the excellent `hieroglyph`_ -package). - -.. _ReStructuredText: http://docutils.sourceforge.net/rst.html -.. _html5slides: https://code.google.com/p/io-2012-slides/ -.. _hieroglyph: http://docs.hieroglyph.io/en/latest/index.html - - -Building The Documents -====================== - -You will need a handful of Python packages to build this project. You may want to use `virtualenv`_ to help manage those dependencies. - -.. _virtualenv: http://virtualenv.org -.. _virtualenvwrapper: http://virtualenvwrapper.readthedocs.org: - - -First step is to clone this repository: - -.. code-block:: bash - - $ git clone https://github.com/UWPCE-PythonCert/IntroToPython.git - ... - $ cd codefellows_f2_python - -Once that is complete, you can install all the required packages with `pip`_: - -.. _pip: http://www.pip-installer.org - -.. code-block:: bash - - $ pip install -r requirements.txt - -Finally, build the documentation using one of the output targets. To build the -plain html version, for example: - -.. code-block:: bash - - $ make html - sphinx-build -b html -d build/doctrees source build/html - Running Sphinx v1.2.2 - ... - build succeeded. - - Build finished. The HTML pages are in build/html. - -Or the html5 slides: - -.. code-block:: bash - - $ make slides - sphinx-build -b slides -d build/doctrees source build/slides - Running Sphinx v1.2.2 - ... - Build finished. The HTML slides are in build/slides. - - -License -======= - -Copyright 2014 Christopher Barker, Cris Ewing. - -Thanks to Jon Jacky and Brian Dorsey, who developed the materials from which -this course was derived. - -This work is licensed under the Creative Commons Attribution-ShareAlike 4.0 -International License. - -To view a copy of this license, visit -``_ or send a letter to: - -Creative Commons, 444 Castro Street, Suite 900, Mountain View, California, 94041, USA. - -A copy of this license in text format is included in this package in the LICENSE.txt file. diff --git a/slides_sources/requirements.txt b/slides_sources/requirements.txt deleted file mode 100644 index 4666c46..0000000 --- a/slides_sources/requirements.txt +++ /dev/null @@ -1,11 +0,0 @@ -Jinja2==2.7.2 -MarkupSafe==0.19 -Pygments==1.6 -Sphinx==1.2.2 -docutils==0.11 -sphinx-rtd-theme==0.1.6 -gnureadline==6.2.5 -# hieroglyph==0.7.dev --e git+https://github.com/nyergler/hieroglyph.git#egg=hieroglyph -ipython==2.3.0 -libsass==0.5.1 diff --git a/slides_sources/scss_sources/slides_custom.scss b/slides_sources/scss_sources/slides_custom.scss deleted file mode 100644 index 7691483..0000000 --- a/slides_sources/scss_sources/slides_custom.scss +++ /dev/null @@ -1,201 +0,0 @@ -$main-color: #515151; - -body { - -webkit-transition: opacity 200ms ease-in; - -webkit-transition-delay: 50ms; - -moz-transition: opacity 200ms ease-in 50ms; - -o-transition: opacity 200ms ease-in 50ms; - transition: opacity 200ms ease-in 50ms; -} -slides { - -webkit-transition: opacity 200ms ease-in; - -webkit-transition-delay: 50ms; - -moz-transition: opacity 200ms ease-in 50ms; - -o-transition: opacity 200ms ease-in 50ms; - transition: opacity 200ms ease-in 50ms; -} -slides > slide { - -webkit-transition: all 0.2s ease-in-out; - -moz-transition: all 0.2s ease-in-out; - -o-transition: all 0.2s ease-in-out; - transition: all 0.2s ease-in-out; -} -.highlight-code slide.current pre > * { - opacity: 0.25; - -webkit-transition: opacity 0.1s ease-in; - -moz-transition: opacity 0.1s ease-in; - -o-transition: opacity 0.1s ease-in; - transition: opacity 0.1s ease-in; -} -.build > *, p.build { - transition: opacity 0.1s ease-in-out 0.1s; - -o-transition: opacity 0.1s ease-in-out 0.1s; - -moz-transition: opacity 0.1s ease-in-out 0.1s; - -webkit-transition: opacity 0.1s ease-in-out 0.1s; -} -.note { - -webkit-transition: all 0.1s ease-in-out; - -moz-transition: all 0.1s ease-in-out; - -o-transition: all 0.1s ease-in-out; - transition: all 0.1s ease-in-out; -} -.with-notes.popup .note { - -webkit-transition: opacity 100ms ease-in-out; - -moz-transition: opacity 100ms ease-in-out; - -o-transition: opacity 100ms ease-in-out; - transition: opacity 100ms ease-in-out; -} -.auto-fadein { - -webkit-transition: opacity 0.25s ease-in; - -webkit-transition-delay: 0.25s; - -moz-transition: opacity 0.25s ease-in 0.25s; - -o-transition: opacity 0.25s ease-in 0.25s; - transition: opacity 0.25s ease-in 0.25s; -} -aside.gdbar { - -webkit-transition: all 0.1s ease-out; - -webkit-transition-delay: 0.1s; - -moz-transition: all 0.1s ease-out 0.1s; - -o-transition: all 0.1s ease-out 0.1s; - transition: all 0.1s ease-out 0.1s; - /* Better to transition only on background-size, but not sure how to do that with the mixin. */ -} - -em { - font-style: italic; -} - -strong { - font-weight: bold; -} - -hgroup { - .docutils { - &.literal { - font-family: 'Droid Sans Mono', 'Courier New', monospace; - } - } -} - -article { - .center { - text-align: center; - margin-top: 20%; - } - .centered { - text-align: center; - } - .left { - text-align: left; - } - .large { - font-weight: bold; - font-size: 65px; - line-height: 65px; - } - .mlarge { - font-weight: bold; - font-size: 55px; - line-height: 55px; - } - .medium { - font-weight: bold; - font-size: 45px; - line-height: 45px; - } - .credit { - font-size: 75%; - text-align: left; - } - .line-block { - .line { - font-size: inherit; - } - } - .figure { - text-align: center; - a.center { - margin: auto; - text-decoration: none; - border: none; - img.center { - margin: auto; - } - } - } - dl { - margin-bottom: 10em; - dt { - font-weight: bold; - margin-bottom: .25em; - } - dd { - padding-left: 1em; - margin-bottom: .5em; - } - } - .docutils { - &.literal { - font-family: 'Droid Sans Mono', 'Courier New', monospace; - } - } - .toctree-wrapper { - li { - a { - text-decoration: none; - border-bottom: none; - } - } - } - table.docutils { - tr { - td { - vertical-align: top; - } - } - } -} - -.level-1 { - h1 { - font-size: 65px; - line-height: 1.4; - letter-spacing: -3px; - color: $main-color; - } - article { - text-align: center; - img { - margin-top: 10px; - } - } -} - -.level-2 { - h2 { - position: static; - border-bottom: 1px solid $main-color; - border-top: 1px solid $main-color; - padding: 5px 0px; - color: $main-color; - - } - article { - text-align: center; - } -} - -.level-3 { - h3 { - position: static; - border-bottom: 1px solid $main-color; - color: $main-color; - font-size: 40px; - height: 45px; - line-height: 45px; - font-weight: bold; - } - article { - text-align: left; - } -} diff --git a/slides_sources/source/conf.py b/slides_sources/source/conf.py deleted file mode 100644 index 8f04f0e..0000000 --- a/slides_sources/source/conf.py +++ /dev/null @@ -1,382 +0,0 @@ -# -*- coding: utf-8 -*- -# -# Intro To Python build configuration file, created by -# sphinx-quickstart on Wed Apr 2 18:42:06 2014. -# -# This file is execfile()d with the current directory set to its -# containing dir. -# -# Note that not all possible configuration values are present in this -# autogenerated file. -# -# All configuration values have a default; values that are commented out -# serve to show the default. - -import sys -import os -import sphinx_rtd_theme - -# If extensions (or modules to document with autodoc) are in another directory, -# add these directories to sys.path here. If the directory is relative to the -# documentation root, use os.path.abspath to make it absolute, like shown here. -# sys.path.insert(0, os.path.abspath('.')) - -# -- General configuration ------------------------------------------------ - -# If your documentation needs a minimal Sphinx version, state it here. -# needs_sphinx = '1.0' - -# Add any Sphinx extension module names here, as strings. They can be -# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom -# ones. -extensions = [ - 'sphinx.ext.doctest', - 'sphinx.ext.intersphinx', - 'sphinx.ext.todo', - 'sphinx.ext.coverage', - # 'sphinx.ext.pngmath', - 'sphinx.ext.mathjax', - 'sphinx.ext.ifconfig', - 'IPython.sphinxext.ipython_console_highlighting', - 'IPython.sphinxext.ipython_directive', -] - -# Add any paths that contain templates here, relative to this directory. -templates_path = ['_templates'] - -# The suffix of source filenames. -source_suffix = '.rst' - -# The encoding of source files. -#source_encoding = 'utf-8-sig' - -# The master toctree document. -master_doc = 'index' - -# General information about the project. -project = u'System Development With Python' -copyright = u'2015, Christopher Barker, Joseph Sheedy ' - -# The version info for the project you're documenting, acts as replacement for -# |version| and |release|, also used in various other places throughout the -# built documents. -# -# The short X.Y version. -version = '1.0' -# The full version, including alpha/beta/rc tags. -release = '1.0' - -# The language for content autogenerated by Sphinx. Refer to documentation -# for a list of supported languages. -#language = None - -# There are two options for replacing |today|: either, you set today to some -# non-false value, then it is used: -#today = '' -# Else, today_fmt is used as the format for a strftime call. -#today_fmt = '%B %d, %Y' - -# List of patterns, relative to source directory, that match files and -# directories to ignore when looking for source files. -exclude_patterns = [] - -# The reST default role (used for this markup: `text`) to use for all -# documents. -#default_role = None - -# If true, '()' will be appended to :func: etc. cross-reference text. -#add_function_parentheses = True - -# If true, the current module name will be prepended to all description -# unit titles (such as .. function::). -#add_module_names = True - -# If true, sectionauthor and moduleauthor directives will be shown in the -# output. They are ignored by default. -#show_authors = False - -# The name of the Pygments (syntax highlighting) style to use. -pygments_style = 'colorful' - -# A list of ignored prefixes for module index sorting. -#modindex_common_prefix = [] - -# If true, keep warnings as "system message" paragraphs in the built documents. -#keep_warnings = False - - -# -- Options for HTML output ---------------------------------------------- - -# The theme to use for HTML and HTML Help pages. See the documentation for -# a list of builtin themes. -html_theme = 'sphinx_rtd_theme' - -# Theme options are theme-specific and customize the look and feel of a theme -# further. For a list of options available for each theme, see the -# documentation. -#html_theme_options = {} - -# Add any paths that contain custom themes here, relative to this directory. -#html_theme_path = [] -html_theme_path = [sphinx_rtd_theme.get_html_theme_path()] - -# The name for this set of Sphinx documents. If None, it defaults to -# " v documentation". -#html_title = None - -# A shorter title for the navigation bar. Default is the same as html_title. -#html_short_title = None - -# The name of an image file (relative to this directory) to place at the top -# of the sidebar. -#html_logo = None - -# The name of an image file (within the static path) to use as favicon of the -# docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32 -# pixels large. -#html_favicon = None - -# Add any paths that contain custom static files (such as style sheets) here, -# relative to this directory. They are copied after the builtin static files, -# so a file named "default.css" will overwrite the builtin "default.css". -html_static_path = ['_static'] - -# Add any extra paths that contain custom files (such as robots.txt or -# .htaccess) here, relative to this directory. These files are copied -# directly to the root of the documentation. -#html_extra_path = [] - -# If not '', a 'Last updated on:' timestamp is inserted at every page bottom, -# using the given strftime format. -#html_last_updated_fmt = '%b %d, %Y' - -# If true, SmartyPants will be used to convert quotes and dashes to -# typographically correct entities. -#html_use_smartypants = True - -# Custom sidebar templates, maps document names to template names. -#html_sidebars = {} - -# Additional templates that should be rendered to pages, maps page names to -# template names. -#html_additional_pages = {} - -# If false, no module index is generated. -#html_domain_indices = True - -# If false, no index is generated. -#html_use_index = True - -# If true, the index is split into individual pages for each letter. -#html_split_index = False - -# If true, links to the reST sources are added to the pages. -#html_show_sourcelink = True - -# If true, "Created using Sphinx" is shown in the HTML footer. Default is True. -#html_show_sphinx = True - -# If true, "(C) Copyright ..." is shown in the HTML footer. Default is True. -#html_show_copyright = True - -# If true, an OpenSearch description file will be output, and all pages will -# contain a tag referring to it. The value of this option must be the -# base URL from which the finished HTML is served. -#html_use_opensearch = '' - -# This is the file name suffix for HTML files (e.g. ".xhtml"). -#html_file_suffix = None - -# Output file base name for HTML help builder. -htmlhelp_basename = 'SystemDevelopmentDoc' - - -# -- Options for LaTeX output --------------------------------------------- - -latex_elements = { -# The paper size ('letterpaper' or 'a4paper'). -#'papersize': 'letterpaper', - -# The font size ('10pt', '11pt' or '12pt'). -#'pointsize': '10pt', - -# Additional stuff for the LaTeX preamble. -#'preamble': '', -} - -# Grouping the document tree into LaTeX files. List of tuples -# (source start file, target name, title, -# author, documentclass [howto, manual, or own class]). -latex_documents = [ - ('index', 'SystemDeveloment.tex', u'System Development Documentation', - u'Christopher Barker', 'manual'), -] - -# The name of an image file (relative to this directory) to place at the top of -# the title page. -#latex_logo = None - -# For "manual" documents, if this is true, then toplevel headings are parts, -# not chapters. -#latex_use_parts = False - -# If true, show page references after internal links. -#latex_show_pagerefs = False - -# If true, show URL addresses after external links. -#latex_show_urls = False - -# Documents to append as an appendix to all manuals. -#latex_appendices = [] - -# If false, no module index is generated. -#latex_domain_indices = True - - -# -- Options for manual page output --------------------------------------- - -# One entry per manual page. List of tuples -# (source start file, name, description, authors, manual section). -man_pages = [ - ('index', 'System Development With Python', u'System Development Documentation', - [u'Christopher Barker'], 1) -] - -# If true, show URL addresses after external links. -#man_show_urls = False - - -# -- Options for Texinfo output ------------------------------------------- - -# Grouping the document tree into Texinfo files. List of tuples -# (source start file, target name, title, author, -# dir menu entry, description, category) -texinfo_documents = [ - ('index', 'SystemDevelopment', u'System Development Documentation', - u'Christopher Barker', 'SystemDevelopment', 'Class materials for System Development with Python class', - 'Miscellaneous'), -] - -# Documents to append as an appendix to all manuals. -#texinfo_appendices = [] - -# If false, no module index is generated. -#texinfo_domain_indices = True - -# How to display URL addresses: 'footnote', 'no', or 'inline'. -#texinfo_show_urls = 'footnote' - -# If true, do not generate a @detailmenu in the "Top" node's menu. -#texinfo_no_detailmenu = False - - -# -- Hieroglyph Slide Configuration ------------ - -extensions += [ - 'hieroglyph', -] - -slide_title = "System Development with Python" -slide_theme = 'slides2' -slide_levels = 3 - -# Place custom static assets in the _static directory and uncomment -# the following lines to include them - -slide_theme_options = { - 'subtitle': 'Advanced Topics in Python Programming', - 'custom_css': 'custom.css', - # 'custom_js': 'custom.js', - 'presenters': [ - { - 'name': u'Christopher Barker', - 'email': u'PythonCHB@gmail.com', - 'github': u'https://github.com/PythonCHB', - 'company': u'UW Professional and Continuing Education Program' - }, - { - 'name': 'Joseph Sheedy', - 'email': u'PythonCHB@gmail.com', - 'www': 'http://www.velotronheavyindustries.com/', - 'github': 'https://github.com/jsheedy', - 'company': u'Velotron Heavy Industries' - }, - ] -} - -# ---------------------------------------------- - - - -# -- Options for Epub output ---------------------------------------------- - -# Bibliographic Dublin Core info. -epub_title = u'System Development with Python' -epub_author = u'Christopher Barker' -epub_publisher = u'Christopher Barker' -epub_copyright = u'2015, Christopher Barker, Joseph Sheedy' - -# The basename for the epub file. It defaults to the project name. -#epub_basename = u'Foundations 2: Python' - -# The HTML theme for the epub output. Since the default themes are not optimized -# for small screen space, using the same theme for HTML and epub output is -# usually not wise. This defaults to 'epub', a theme designed to save visual -# space. -#epub_theme = 'epub' - -# The language of the text. It defaults to the language option -# or en if the language is not set. -#epub_language = '' - -# The scheme of the identifier. Typical schemes are ISBN or URL. -#epub_scheme = '' - -# The unique identifier of the text. This can be a ISBN number -# or the project homepage. -#epub_identifier = '' - -# A unique identification for the text. -#epub_uid = '' - -# A tuple containing the cover image and cover page html template filenames. -#epub_cover = () - -# A sequence of (type, uri, title) tuples for the guide element of content.opf. -#epub_guide = () - -# HTML files that should be inserted before the pages created by sphinx. -# The format is a list of tuples containing the path and title. -#epub_pre_files = [] - -# HTML files shat should be inserted after the pages created by sphinx. -# The format is a list of tuples containing the path and title. -#epub_post_files = [] - -# A list of files that should not be packed into the epub file. -epub_exclude_files = ['search.html'] - -# The depth of the table of contents in toc.ncx. -#epub_tocdepth = 3 - -# Allow duplicate toc entries. -#epub_tocdup = True - -# Choose between 'default' and 'includehidden'. -#epub_tocscope = 'default' - -# Fix unsupported image types using the PIL. -#epub_fix_images = False - -# Scale large images. -#epub_max_image_width = 0 - -# How to display URL addresses: 'footnote', 'no', or 'inline'. -#epub_show_urls = 'inline' - -# If false, no index is generated. -#epub_use_index = True - - -# Example configuration for intersphinx: refer to the Python standard library. -intersphinx_mapping = {'http://docs.python.org/': None} diff --git a/slides_sources/source/homework/index.rst b/slides_sources/source/homework/index.rst deleted file mode 100644 index 2996c73..0000000 --- a/slides_sources/source/homework/index.rst +++ /dev/null @@ -1,10 +0,0 @@ -Homework Materials -====================== - -.. toctree:: - :maxdepth: 1 - - kata_fourteen - html_builder - circle_class - diff --git a/slides_sources/source/index.rst b/slides_sources/source/index.rst deleted file mode 100644 index 1444214..0000000 --- a/slides_sources/source/index.rst +++ /dev/null @@ -1,56 +0,0 @@ -In This Course -============== - -.. ifslides:: - - +----------------------+-----------------------+ - | Lectures: | Materials: | - +======================+=======================+ - | .. toctree:: | .. toctree:: | - | :maxdepth: 1 | :maxdepth: 1 | - | | | - | session01 | homework/index | - | session02 | | - | session03 | | - | session04 | | - | session05 | | - | session06 | | - | session07 | | - | session08 | | - +----------------------+-----------------------+ - -.. ifnotslides:: - - Lectures: - --------- - - .. toctree:: - :maxdepth: 1 - - session01 - session02 - session03 - session04 - session05 - session06 - session07 - session08 - - Materials: - ---------- - - .. toctree:: - :maxdepth: 2 - - homework/index - -.. rst-class:: credit - -These materials copyright Christopher Barker and Joseph Sheedy. - -Licenced under the Creative Commons Attribution-ShareAlike 4.0 International Public License. - -https://creativecommons.org/licenses/by-sa/4.0/legalcode - - - diff --git a/slides_sources/source/packaging.rst b/slides_sources/source/packaging.rst deleted file mode 100644 index 36cc6c2..0000000 --- a/slides_sources/source/packaging.rst +++ /dev/null @@ -1,331 +0,0 @@ - - -========================= -Building Your Own Package -========================= - -The very basics of what you need to know to make your own package. - -.. toctree:: - :maxdepth: 2 - -Why Build a Package? -===================== - -There are a bunch of nifty tools that help you build, install and distribute packages. - -Using a well structured, standard layout for your package makes it easy to use those tools. - -Even if you never want to give anyone else your code, a well structured package eases development. - -What is a Package? -=================== - -**A collection of modules** - -* ... and the documentation - -* ... and the tests - -* ... and any top-level scripts - -* ... and any data files required - -* ... and a way to build and install it... - -Python packaging tools: -======================== - -The ``distutils``:: - - from distutils.core import setup - -Getting klunky, hard to extend, maybe destined for deprication... - -But it gets the job done -- and it does it well for the simple cases. - -``setuptools``: for extra features - -``pip``: for installing packages - -``wheel``: for binary distributions - -Where do I go to figure this out? -=================================== - -This is a really good guide: - -The Hitchhiker’s Guide to Packaging: - - http://guide.python-distribute.org/index.html - -Follow it! - - -Basic Package Structure: -======================== - -:: - - PackageName/ - bin/ - CHANGES.txt - docs/ - LICENSE.txt - MANIFEST.in - README.txt - setup.py - package_name/ - __init__.py - module1.py - module2.py - test/ - __init__.py - test_module1.py - test_module2.py - - -.. nextslide:: - -``CHANGES.txt``: log of changes with each release - -``LICENSE.txt``: text of the license you choose (do choose one!) - -``MANIFEST.in``: description of what non-code files to include - -``README.txt``: description of the package -- should be written in reST (for PyPi): - -http://docutils.sourceforge.net/rst.html - -``setup.py``: distutils script for building/installing package. - - -.. nextslide:: - -``bin/``: This is where you put top-level scripts - - ( some folks use ``scripts`` ) - -``docs/``: the documentation - -``package_name/``: The main pacakge -- this is where the code goes. - -``test/``: your unit tests. Options here: - -* Put it inside the package -- supports :: - - $ pip install package_name - >> import package_name.test - >> package_name.test.runall() - -Or keep it at the top level. - -The ``setup.py`` File -====================== - -Your ``setup.py`` file is what describes your package, and tells the distutils how to pacakge, build and install it - -It is python code, so you can add anything custom you need to it - -But in the simple case, it is essentially declarative. - - -``http://docs.python.org/2/distutils/`` - - -.. nextslide:: - -:: - - from distutils.core import setup - - setup( - name='PackageName', - version='0.1.0', - author='An Awesome Coder', - author_email='aac@example.com', - packages=['package_name', 'package_name.test'], - scripts=['bin/script1','bin/script2'], - url='http://pypi.python.org/pypi/PackageName/', - license='LICENSE.txt', - description='An awesome package that does something', - long_description=open('README.txt').read(), - install_requires=[ - "Django >= 1.1.1", - "pytest", - ], - ) - -``setup.cfg`` -============== - -``setup.cfg`` provides a way to give the end user some ability to customise the install - -It's an ``ini`` style file:: - - [command] - option=value - ... - -simple to read and write. - -``command`` is one of the Distutils commands (e.g. build_py, install) - -``option`` is one of the options that command supports. - -Note that an option spelled ``--foo-bar`` on the command-line is spelled f``foo_bar`` in configuration files. - - -Running `setup.py`` -===================== - -With a setup.py script defined, the distutils can do a lot: - -* builds a source distribution (defaults to tar file):: - - python setup.py sdist - python setup.py sdist --format=zip - -* builds binary distributions:: - - python setup.py bdist_rpm - python setup.py bdist_wininst - -(other, more obscure ones, too....) - -But you probably want to use wheel for binary disributions now. - -.. nextslide:: - -* build from source:: - - python setup.py build - -* and install:: - - python setup.py install - -setuptools -=========== - -``setuptools`` is an extension to ``distutils`` that provides a number of extensions:: - - from setuptools import setup - -superset of the ``distutils setup`` - -This buys you a bunch of additional functionality: - - * auto-finding packages - * better script installation - * resource (non-code files) management - * **develop mode** - * a LOT more - -http://pythonhosted.org//setuptools/ - -wheels -======= - -Wheels are a new binary format for packages. - -http://wheel.readthedocs.org/en/latest/ - -Pretty simple, essentially an zip archive of all the stuff that gets put in ``site-packages`` - -Can be just pure python or binary with compiled extensions - -Compatible with virtualenv. - -.. nextslide:: - -Building a wheel:: - - python setup.py bdist_wheel - -Create a set of wheels (a wheelhouse):: - - # Build a directory of wheels for pyramid and all its dependencies - pip wheel --wheel-dir=/tmp/wheelhouse pyramid - - # Install from cached wheels - pip install --use-wheel --no-index --find-links=/tmp/wheelhouse pyramid - -``pip install packagename`` will find wheels for Windows and OS-X. - -``pip install --no-use-wheel`` avoids that. - -PyPi -===== - -The Python package index: - -https://pypi.python.org/pypi - -You've all used this -- ``pip install`` searches it. - -To upload your package to PyPi:: - - python setup.py register - - python setup.py sdist bdist_wheel upload - - -http://docs.python.org/2/distutils/packageindex.html - - -Under Development -================== - -Develop mode is really really nice:: - - python setup.py develop - -It puts links into the python installation to your code, so that your package is installed, but any changes will immediately take effect. - -This way all your test code, and client code, etc, can all import your package the usual way. - -No ``sys.path`` hacking - -Good idea to use it for anything more than a single file project. - -(requires ``setuptools``) - -Getting Started -================ - -For anything but a single-file script (and maybe even then): - -1. Create the basic package structure - -2. Write a ``setup.py`` - -3. ``python setup.py develop`` - -4. Put some tests in ``package/test`` - -5. ``py.test`` or ``nosetests`` - - -LAB -===== - -* Create a small package - - - package structure - - - ``setup.py`` - - - ``python setup.py develop`` - - - ``at least one working test`` - - -* If you are ready -- it can be the start of your project package. - -(example in ``code/Capitalize``) - - - - - From ca76993bbdb99f97cd8fb6a098d9c58a136b093b Mon Sep 17 00:00:00 2001 From: Chris Barker Date: Mon, 9 Mar 2015 20:31:19 -0700 Subject: [PATCH 02/56] empty gh pages branch... --- .nojekyll | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 .nojekyll diff --git a/.nojekyll b/.nojekyll new file mode 100644 index 0000000..e69de29 From 6c64cfc6888cbe275b1c00053d6e11a97e5d80b9 Mon Sep 17 00:00:00 2001 From: Chris Barker Date: Mon, 9 Mar 2015 20:32:49 -0700 Subject: [PATCH 03/56] updating presentation materials --- _downloads/ICanEatGlass.utf16.txt | Bin 0 -> 1428 bytes _downloads/ICanEatGlass.utf8.txt | 23 + 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mode 100644 _downloads/ICanEatGlass.utf16.txt create mode 100644 _downloads/ICanEatGlass.utf8.txt create mode 100644 _downloads/exception_test.py create mode 100644 _downloads/hello_unicode.py create mode 100644 _downloads/latin1_test.py create mode 100644 _downloads/text.utf16 create mode 100644 _downloads/text.utf32 create mode 100644 _downloads/text.utf8 create mode 100644 _downloads/unicodify.py create mode 100644 _sources/homework/index.txt create mode 100644 _sources/index.txt create mode 100644 _sources/packaging.txt create mode 100644 _sources/unicode.txt create mode 100644 _static/ajax-loader.gif create mode 100644 _static/basic.css create mode 100644 _static/color_git_prompt.png create mode 100644 _static/comment-bright.png create mode 100644 _static/comment-close.png create mode 100644 _static/comment.png create mode 100644 _static/css/badge_only.css create mode 100644 _static/css/theme.css create mode 100644 _static/doctools.js create mode 100644 _static/down-pressed.png create mode 100644 _static/down.png create mode 100644 _static/file.png create mode 100644 _static/flake8_output.png create mode 100644 _static/fonts/fontawesome-webfont.eot create mode 100644 _static/fonts/fontawesome-webfont.svg create mode 100644 _static/fonts/fontawesome-webfont.ttf create mode 100644 _static/fonts/fontawesome-webfont.woff create mode 100644 _static/git_another_commit_on_branch.png create mode 100644 _static/git_checkout_branch.png create mode 100644 _static/git_checkout_master.png create mode 100644 _static/git_commit_on_branch.png create mode 100644 _static/git_head.png create mode 100644 _static/git_master_branch.png create mode 100644 _static/git_merge_commit.png create mode 100644 _static/git_new_branch.png create mode 100644 _static/git_new_commit.png create mode 100644 _static/git_new_commit_on_master.png create mode 100644 _static/git_simple_timeline.png create mode 100644 _static/jquery.js create mode 100644 _static/js/theme.js create mode 100644 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create mode 100644 search.html create mode 100644 searchindex.js create mode 100644 unicode.html diff --git a/_downloads/ICanEatGlass.utf16.txt b/_downloads/ICanEatGlass.utf16.txt new file mode 100644 index 0000000000000000000000000000000000000000..24a0858d5f8f2322c8715c2add9bfc46466054f6 GIT binary patch literal 1428 zcma)+O;1xn6oyZo)pgItg`EWnYE0P~#Y94g8u0^+9~)P-6uHvg)^bZE{s8}kKLKMZ znn-{EQZ;Ve>E4ZotqYgn^UhEp#wO5Ih9;bO02`lAm71cEbP2ZgOKh_av>Q7bv|fEk(Tfv3vbm#mHIml zc0^THs$iMus$(896Q4@p(?pU|pUh4NW^-03R6viP^!A`ohIJO|zKAU6X;bZs_>r`U zY&O(Kb&(&Bwos^BDfDjqpqJ`HnVtHp>R0irI@~LE+^XAf>(1L(*Ky14t@~Eg?u~oK z+Hq^VEABaxF1Q~>eZ6hCyG3tnpuN4u!;|8s>#|#MG4f#)RiPg8Yrs%>ic8G(h1Z{n+@>mm8s%nrrpoJ{8easI$xxQ_?#jVycta z>v!V^>B;vyK1pVpvMZs>8M@gJV*-q4UfNje)YW02vyz5bOgXEjV*!6D zwwjR=`&+>-p6@JJ_agO+PzCk$NCf2~|Lx#iJNed4@DmQoK+Ix<86>KOm};UU&)R-& zQ&=`&s8cUn@g3%!B+E*$Q%H)NJPndP1|3-_mOLoO$fB29Ioxovo8v`si--Heo}c`sF(WKjpUoUfn&Ka~(_N+KY0S=O0Cs9m@a! literal 0 HcmV?d00001 diff --git a/_downloads/ICanEatGlass.utf8.txt b/_downloads/ICanEatGlass.utf8.txt new file mode 100644 index 0000000..9ecba2b --- /dev/null +++ b/_downloads/ICanEatGlass.utf8.txt @@ -0,0 +1,23 @@ +I Can Eat Glass: + +And from the sublime to the ridiculous, here is a certain phrase in an assortment of languages: + +Sanskrit: काचं शक्नोम्यत्तुम् । नोपहिनस्ति माम् ॥ + +Sanskrit (standard transcription): kācaṃ śaknomyattum; nopahinasti mām. + +Classical Greek: ὕαλον ϕαγεῖν δύναμαι· τοῦτο οὔ με βλάπτει. + +Greek (monotonic): Μπορώ να φάω σπασμένα γυαλιά χωρίς να πάθω τίποτα. + +Greek (polytonic): Μπορῶ νὰ φάω σπασμένα γυαλιὰ χωρὶς νὰ πάθω τίποτα. + +Latin: Vitrum edere possum; mihi non nocet. + +Old French: Je puis mangier del voirre. Ne me nuit. + +French: Je peux manger du verre, ça ne me fait pas mal. + +Provençal / Occitan: Pòdi manjar de veire, me nafrariá pas. + +Québécois: J'peux manger d'la vitre, ça m'fa pas mal. \ No newline at end of file diff --git a/_downloads/exception_test.py b/_downloads/exception_test.py new file mode 100644 index 0000000..975f1df --- /dev/null +++ b/_downloads/exception_test.py @@ -0,0 +1,16 @@ +#!/usr/bin/python + +""" +example for what happens when you pass non-ascii unicode to a Exception +""" + +msg = u'This is an ASCII-compatible unicode message' + +#msg = u'This is an non ASCII\N{EM DASH}compatible unicode message' + +print "\nDo you see this message in the Exception report?\n" +print msg +print + +raise ValueError(msg) + diff --git a/_downloads/hello_unicode.py b/_downloads/hello_unicode.py new file mode 100644 index 0000000..6bbad1d --- /dev/null +++ b/_downloads/hello_unicode.py @@ -0,0 +1,13 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- + +hello = 'Hello ' +world = u'世界' + +print hello + world + +print u"It was nice weather today: it reached 80\u00B0" + +print u"Maybe it will reach 90\N{degree sign}" + +print u"It is extremely rare for it ever to reach 100° in Seattle" diff --git a/_downloads/latin1_test.py b/_downloads/latin1_test.py new file mode 100644 index 0000000..3990078 --- /dev/null +++ b/_downloads/latin1_test.py @@ -0,0 +1,66 @@ +#!/usr/bin/env python + +""" +An example of using latin-1 as a universal encoding + +latin-1 is a superset of ASCII that is suitable for western european languages. + +Is the most common, and a good default, if you need a one-byte per char encoding +for European text. + +It also has a nice property: + : every byte value from 0 to 255 is avalid charactor + +Thus you will never get an UnicodeDecodeError if +you try to decode arbitrary bytes with latin-1. + +And it can "round-trip" trhough a unicode object. + +This can be useful is you don't know the encoding -- at least it won't break. +It's also useful if you need to work with cobined text+binary data. + + + +""" + +# all the byte values in a bytes (str) object: +all_bytes = ''.join( [chr(i) for i in range(255)] ) + +print type(all_bytes) +print len(all_bytes) + +print "Example value: 20" +print ord(all_bytes[20]) == 20 +print "Example high value: 245" +print ord(all_bytes[245]) == 245 + +# now decode it to a unicode object: +try: + uni = all_bytes.decode() +except UnicodeDecodeError: + print "OOPS: can't decode with default encoding" + +# latin-1 works: +try: + all_uni = all_bytes.decode('latin-1') + print "Yup -- that worked" + print all_uni + print "note that the ASCII subset is the same..." +except UnicodeDecodeError: + print "OOPS: This should have worked!!" + raise + +## now show that it round-trips: +all_bytes2 = all_uni.encode('latin-1') + +if all_bytes2 == all_bytes: + print "yup -- that worked...the values are preserved on the round trip." +else: + print "Hey, that should have worked" + + + + + + + diff --git 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z@=UrGtT+Wt_z_F#-Ru5p$ZCV-HNV-?7tLk#@{?wp%Kh?Dy_9! zU~JC%0qX&<*4)1DZVuriJcc_k0Z*WcW-^1UAA)}O;Vs;Rmr$%{eR9qzZ1dzeYq)m{ zhF}t`XRhI-_OgZ;{T_kw)_Vt|X?+_tW&|n&-&QDq_f&058qsnw=M3ck1?J9ov;n&l zy1?i55Eo%`V+d1ldJ{85pF#z6z+$oU?SCis2Yg65D$z0c3`5Wj!_-?!f7bX7{uI%r literal 0 HcmV?d00001 diff --git a/_downloads/text.utf8 b/_downloads/text.utf8 new file mode 100644 index 0000000..9de1889 --- /dev/null +++ b/_downloads/text.utf8 @@ -0,0 +1,17 @@ +Origin (in native language) Name (in native language) +Հայաստան Արամ Խաչատրյան + Australia Nicole Kidman + Österreich Johann Strauß + Azərbaycan Vaqif Səmədoğlu + Азәрбајҹан Вагиф Сәмәдоғлу + Azərbaycan Heydər Əliyev + Азәрбајҹан Һејдәр Әлијев + België René Magritte + Belgique René Magritte + Belgien René Magritte + বাংলা সুকুমার রায় + འབྲུག་ཡུལ། མགོན་པོ་རྡོ་རྗེ། + ប្រទេស​​​កម្ពុជា ព្រះ​ពុទ្ឋឃោសាចារ‌្យ​ជួន​ណាត +Canada Céline Dion + ᓄᓇᕗᒻᒥᐅᑦ ᓱᓴᓐ ᐊᒡᓗᒃᑲᖅ + \ No newline at end of file diff --git a/_downloads/unicodify.py b/_downloads/unicodify.py new file mode 100644 index 0000000..15683ee --- /dev/null +++ b/_downloads/unicodify.py @@ -0,0 +1,54 @@ +#!/usr/bin/env python + +''' +Decorators to convert all arguments passed to a function or method to +unicode or str, including default arguments + +From: http://axialcorps.com/2014/03/20/unicode-str/ + +''' + + +import sys +import functools +import inspect + +def _convert_arg(arg, from_, conv, enc): + '''Safely convert unicode to string or string to unicode''' + return getattr(arg, conv)(encoding=enc) if isinstance(arg, from_) else arg + +def _wrap_convert(from_type, fn, encoding=None): + '''Decorate a function converting all str arguments to unicode or + vice-versa''' + conv = 'decode' if from_type is str else 'encode' + encoding = encoding or sys.getdefaultencoding() + + # override string defaults using partial + aspec, dflts = inspect.getargspec(fn), {} + if aspec.defaults: + for k,v in zip(aspec.args[-len(aspec.defaults):],aspec.defaults): + dflts[k] = _convert_arg(v, from_type, conv, encoding) + fn = functools.partial(fn, **dflts) + + @functools.wraps(fn.func if isinstance(fn, functools.partial) else fn) + def converted(*args, **kwargs): + args = [_convert_arg(a, from_type, conv, encoding) for a in args] + for k,v in kwargs.iteritems(): + kwargs[k] = _convert_arg(v, from_type, conv, encoding) + return fn(*args, **kwargs) + + return converted + +def unicodify(fn=None, encoding=None): + '''Convert all str arguments to unicode''' + if fn is None: + return functools.partial(unicodify, encoding=encoding) + return _wrap_convert(str, fn, encoding=encoding) + +def stringify(fn=None, encoding=None): + '''Convert all unicode arguments to str''' + if fn is None: + return functools.partial(stringify, encoding=encoding) + return _wrap_convert(unicode, fn, encoding=encoding) + +__all__ = ['unicodify', 'stringify'] \ No newline at end of file diff --git a/_sources/homework/index.txt b/_sources/homework/index.txt new file mode 100644 index 0000000..92a410a --- /dev/null +++ b/_sources/homework/index.txt @@ -0,0 +1,5 @@ +Homework Materials +====================== + +There may be some stuff here for homework + diff --git a/_sources/index.txt b/_sources/index.txt new file mode 100644 index 0000000..881edea --- /dev/null +++ b/_sources/index.txt @@ -0,0 +1,44 @@ +In This Course +============== + +.. ifslides:: + + +----------------------+-----------------------+ + | Lectures: | Materials: | + +======================+=======================+ + | .. toctree:: | .. toctree:: | + | :maxdepth: 1 | :maxdepth: 1 | + | | | + | packaging | homework/index | + | unicode | | + +----------------------+-----------------------+ + +.. ifnotslides:: + + Lectures: + --------- + + .. toctree:: + :maxdepth: 1 + + packaging + unicode + + Materials: + ---------- + + .. toctree:: + :maxdepth: 2 + + homework/index + +.. rst-class:: credit + +These materials copyright Christopher Barker and Joseph Sheedy. + +Licenced under the Creative Commons Attribution-ShareAlike 4.0 International Public License. + +https://creativecommons.org/licenses/by-sa/4.0/legalcode + + + diff --git a/_sources/packaging.txt b/_sources/packaging.txt new file mode 100644 index 0000000..d43b5b1 --- /dev/null +++ b/_sources/packaging.txt @@ -0,0 +1,331 @@ + + +========================= +Building Your Own Package +========================= + +The very basics of what you need to know to make your own package. + +.. toctree:: + :maxdepth: 2 + +Why Build a Package? +===================== + +There are a bunch of nifty tools that help you build, install and distribute packages. + +Using a well structured, standard layout for your package makes it easy to use those tools. + +Even if you never want to give anyone else your code, a well structured package eases development. + +What is a Package? +=================== + +**A collection of modules** + +* ... and the documentation + +* ... and the tests + +* ... and any top-level scripts + +* ... and any data files required + +* ... and a way to build and install it... + +Python packaging tools: +======================== + +The ``distutils``:: + + from distutils.core import setup + +Getting klunky, hard to extend, maybe destined for deprication... + +But it gets the job done -- and it does it well for the simple cases. + +``setuptools``: for extra features + +``pip``: for installing packages + +``wheel``: for binary distributions + +Where do I go to figure this out? +=================================== + +This is a really good guide: + +The Hitchhiker’s Guide to Packaging: + + http://guide.python-distribute.org/index.html + +Follow it! + + +Basic Package Structure: +======================== + +:: + + PackageName/ + bin/ + CHANGES.txt + docs/ + LICENSE.txt + MANIFEST.in + README.txt + setup.py + package_name/ + __init__.py + module1.py + module2.py + test/ + __init__.py + test_module1.py + test_module2.py + + +.. nextslide:: + +``CHANGES.txt``: log of changes with each release + +``LICENSE.txt``: text of the license you choose (do choose one!) + +``MANIFEST.in``: description of what non-code files to include + +``README.txt``: description of the package -- should be written in reST (for PyPi): + +http://docutils.sourceforge.net/rst.html + +``setup.py``: distutils script for building/installing package. + + +.. nextslide:: + +``bin/``: This is where you put top-level scripts + + ( some folks use ``scripts`` ) + +``docs/``: the documentation + +``package_name/``: The main pacakge -- this is where the code goes. + +``test/``: your unit tests. Options here: + +* Put it inside the package -- supports :: + + $ pip install package_name + >> import package_name.test + >> package_name.test.runall() + +Or keep it at the top level. + +The ``setup.py`` File +====================== + +Your ``setup.py`` file is what describes your package, and tells the distutils how to pacakge, build and install it + +It is python code, so you can add anything custom you need to it + +But in the simple case, it is essentially declarative. + + +``http://docs.python.org/2/distutils/`` + + +.. nextslide:: + +:: + + from distutils.core import setup + + setup( + name='PackageName', + version='0.1.0', + author='An Awesome Coder', + author_email='aac@example.com', + packages=['package_name', 'package_name.test'], + scripts=['bin/script1','bin/script2'], + url='http://pypi.python.org/pypi/PackageName/', + license='LICENSE.txt', + description='An awesome package that does something', + long_description=open('README.txt').read(), + install_requires=[ + "Django >= 1.1.1", + "pytest", + ], + ) + +``setup.cfg`` +============== + +``setup.cfg`` provides a way to give the end user some ability to customise the install + +It's an ``ini`` style file:: + + [command] + option=value + ... + +simple to read and write. + +``command`` is one of the Distutils commands (e.g. build_py, install) + +``option`` is one of the options that command supports. + +Note that an option spelled ``--foo-bar`` on the command-line is spelled f``foo_bar`` in configuration files. + + +Running `setup.py`` +===================== + +With a setup.py script defined, the distutils can do a lot: + +* builds a source distribution (defaults to tar file):: + + python setup.py sdist + python setup.py sdist --format=zip + +* builds binary distributions:: + + python setup.py bdist_rpm + python setup.py bdist_wininst + +(other, more obscure ones, too....) + +But you probably want to use wheel for binary disributions now. + +.. nextslide:: + +* build from source:: + + python setup.py build + +* and install:: + + python setup.py install + +setuptools +=========== + +``setuptools`` is an extension to ``distutils`` that provides a number of extensions:: + + from setuptools import setup + +superset of the ``distutils setup`` + +This buys you a bunch of additional functionality: + + * auto-finding packages + * better script installation + * resource (non-code files) management + * **develop mode** + * a LOT more + +http://pythonhosted.org//setuptools/ + +wheels +======= + +Wheels are a new binary format for packages. + +http://wheel.readthedocs.org/en/latest/ + +Pretty simple, essentially an zip archive of all the stuff that gets put in ``site-packages`` + +Can be just pure python or binary with compiled extensions + +Compatible with virtualenv. + +.. nextslide:: + +Building a wheel:: + + python setup.py bdist_wheel + +Create a set of wheels (a wheelhouse):: + + # Build a directory of wheels for pyramid and all its dependencies + pip wheel --wheel-dir=/tmp/wheelhouse pyramid + + # Install from cached wheels + pip install --use-wheel --no-index --find-links=/tmp/wheelhouse pyramid + +``pip install packagename`` will find wheels for Windows and OS-X. + +``pip install --no-use-wheel`` avoids that. + +PyPi +===== + +The Python package index: + +https://pypi.python.org/pypi + +You've all used this -- ``pip install`` searches it. + +To upload your package to PyPi:: + + python setup.py register + + python setup.py sdist bdist_wheel upload + + +http://docs.python.org/2/distutils/packageindex.html + + +Under Development +================== + +Develop mode is really really nice:: + + python setup.py develop + +It puts links into the python installation to your code, so that your package is installed, but any changes will immediately take effect. + +This way all your test code, and client code, etc, can all import your package the usual way. + +No ``sys.path`` hacking + +Good idea to use it for anything more than a single file project. + +(requires ``setuptools``) + +Getting Started +================ + +For anything but a single-file script (and maybe even then): + +1. Create the basic package structure + +2. Write a ``setup.py`` + +3. ``python setup.py develop`` + +4. Put some tests in ``package/test`` + +5. ``py.test`` or ``nosetests`` + + +LAB +===== + +* Create a small package + + - package structure + + - ``setup.py`` + + - ``python setup.py develop`` + + - ``at least one working test`` + + +* If you are ready -- it can be the start of your project package. + +(example in ``code/Capitalize``) + + + + + diff --git a/_sources/unicode.txt b/_sources/unicode.txt new file mode 100644 index 0000000..64fbd75 --- /dev/null +++ b/_sources/unicode.txt @@ -0,0 +1,514 @@ + +.. _unicode_supplement: + + +=================== +Unicode in Python 2 +=================== + +A quick run-down of Unicode, its use in Python 2, and some of the gotchas that arise. + + - Chris Barker + +History +======= + + +What the heck is Unicode anyway? +--------------------------------- + +* First there was chaos... + + * Different machines used different encodings + +* Then there was ASCII -- and all was good (7 bit), 127 characters + + * (for English speakers, anyway) + +* But each vendor used the top half (127-255) for different things. + + * MacRoman, Windows 1252, etc... + + * There is now "latin-1", but still a lot of old files around + +* Non-Western European languages required totally incompatible 1-byte encodings + +* No way to mix languages with different alphabets. + + +Enter Unicode +-------------- + +The Unicode idea is pretty simple: +* one "code point" for all characters in all languages + +But how do you express that in bytes? + * Early days: we can fit all the code points in a two byte integer (65536 characters) + + * Turns out that didn't work -- now need 32 bit integer to hold all of unicode "raw" (UTC-4) + +Enter "encodings": + * An encoding is a way to map specific bytes to a code point. + + * Each code point can have one or more bytes. + + +Unicode +-------- + +A good start: + +The Absolute Minimum Every Software Developer Absolutely, +Positively Must Know About Unicode and Character Sets (No Excuses!) + +http://www.joelonsoftware.com/articles/Unicode.html + + +.. nextslide:: + +**Everything is Bytes** + +* If it's on disk or on a network, it's bytes + +* Python provides some abstractions to make it easier to deal with bytes + +Unicode is a biggie + +(actually, dealing with numbers rather than bytes is big -- but we take that +for granted) + + +Mechanics +========= + +What are strings? +----------------- + +Py2 strings are sequences of bytes + +Unicode strings are sequences of platonic characters + +It's almost one code point per character -- but there are complications +with combined characters: accents, etc. + +Platonic characters cannot be written to disk or network! + +(ANSI: one character == one byte -- so easy!) + + +Strings vs unicode +------------------- + +Python 2 has two types that let you work with text: + +* ``str`` + +* ``unicode`` + +And two ways to work with binary data: + +* ``str`` + +* ``bytes()`` (and ``bytearray``) + +**but:** + +.. code-block:: ipython + + In [86]: str is bytes + Out[86]: True + +``bytes`` is there for py3 compatibility - -but it's good for making your +intentions clear, too. + + +Unicode +-------- + +The ``unicode`` object lets you work with characters + +It has all the same methods as the string object. + +"encoding" is converting from a unicode object to bytes + +"decoding" is converting from bytes to a unicode object + +(sometimes this feels backwards...) + +Using unicode in Py2 +--------------------- + +Built in functions + +.. code-block:: python + + ord() + chr() + unichr() + str() + unicode() + +The codecs module + +.. code-block:: python + + import codecs + codecs.encode() + codecs.decode() + codecs.open() # better to use ``io.open`` + + +Encoding and Decoding +---------------------- + +Encoding + +.. code-block:: ipython + + In [17]: u"this".encode('utf-8') + Out[17]: 'this' + + In [18]: u"this".encode('utf-16') + Out[18]: '\xff\xfet\x00h\x00i\x00s\x00' + +Decoding + +.. code-block:: ipython + + In [99]: print '\xff\xfe."+"x\x00\xb2\x00'.decode('utf-16') + ∮∫x² + + + +Unicode Literals +------------------ + +1) Use unicode in your source files: + +.. code-block:: python + + # -*- coding: utf-8 -*- + +2) escape the unicode characters: + +.. code-block:: python + + print u"The integral sign: \u222B" + print u"The integral sign: \N{integral}" + +Lots of tables of code points online: + +One example: + http://inamidst.com/stuff/unidata/ + +:download:`hello_unicode.py <./resources/hello_unicode.py>`. + + +Using Unicode +-------------- + +Use ``unicode`` objects in all your code + +Decode on input + +Encode on output + +Many packages do this for you: *XML processing, databases, ...* + +**Gotcha:** + +Python has a default encoding (usually ascii) + +.. code-block:: ipython + + In [2]: sys.getdefaultencoding() + Out[2]: 'ascii' + +The default encoding will get used in unexpected places! + +Using unicode everywhere +------------------------- + +Python 2.6 and above have a nice feature to make it easier to use unicode everywhere + +.. code-block:: python + + from __future__ import unicode_literals + +After running that line, the ``u''`` is assumed + +.. code-block:: ipython + + In [1]: s = "this is a regular py2 string" + In [2]: print type(s) + + + In [3]: from __future__ import unicode_literals + In [4]: s = "this is now a unicode string" + In [5]: type(s) + Out[5]: unicode + +NOTE: You can still get py2 strings from other sources! + + +Encodings +---------- + +What encoding should I use??? + +There are a lot: + +http://en.wikipedia.org/wiki/Comparison_of_Unicode_encodings + +But only a couple you are likely to need: + +* utf-8 (``*nix``) +* utf-16 (Windows) + +and of course, still the one-bytes ones. + +* ASCII +* Latin-1 + +UTF-8 +------- + +Probably the one you'll use most -- most common in Internet protocols (xml, JSON, etc.) + +Nice properties: + +* ASCII compatible: first 127 characters are the same + +* Any ascii string is a utf-8 string + +* compact for mostly-english text. + +Gotchas: + +* "higher" code points may use more than one byte: up to 4 for one character + +* ASCII compatible means in may work with default encoding in tests -- but then blow up with real data... + +UTF-16 +-------- + +Kind of like UTF-8, except it uses at least 16bits (2 bytes) for each character: not ASCII compatible. + +But is still needs more than two bytes for some code points, so you still can't process + +In C/C++ held in a "wide char" or "wide string". + +MS Windows uses UTF-16, as does (I think) Java. + +UTF-16 criticism +----------------- + +There is a lot of criticism on the net about UTF-16 -- it's kind of the worst of both worlds: + +* You can't assume every character is the same number of bytes +* It takes up more memory than UTF-8 + +`UTF Considered Harmful `_ + +But to be fair: + +Early versions of Unicode: everything fit into two bytes (65536 code points). MS and Java were fairly early adopters, and it seemed simple enough to just use 2 bytes per character. + +When it turned out that 4 bytes were really needed, they were kind of stuck in the middle. + +Latin-1 +-------- + +**NOT Unicode**: + +a 1-byte per char encoding. + +* Superset of ASCII suitable for Western European languages. + +* The most common one-byte per char encoding for European text. + +* Nice property -- every byte value from 0 to 255 is a valid character ( at least in Python ) + +.. nextslide:: + +* You will never get an UnicodeDecodeError if you try to decode arbitrary bytes with latin-1. + +* And it can "round-trip" through a unicode object. + +* Useful if you don't know the encoding -- at least it won't raise an Exception + +* Useful if you need to work with combined text+binary data. + +:download:`latin1_test.py <./resources/latin1_test.py>`. + + +Unicode Docs +-------------- + +Python Docs Unicode HowTo: + +http://docs.python.org/howto/unicode.html + +"Reading Unicode from a file is therefore simple" + +.. code-block:: python + + import codecs + f = codecs.open('unicode.rst', encoding='utf-8') + for line in f: + print repr(line) + + +Encodings Built-in to Python: + http://docs.python.org/2/library/codecs.html#standard-encodings + + +Gotchas in Python 2 +-------------------- + +file names, etc: + +If you pass in unicode, you get unicode + +.. code-block:: ipython + + In [9]: os.listdir('./') + Out[9]: ['hello_unicode.py', 'text.utf16', 'text.utf32'] + + In [10]: os.listdir(u'./') + Out[10]: [u'hello_unicode.py', u'text.utf16', u'text.utf32'] + +Python deals with the file system encoding for you... + +But: some more obscure calls don't support unicode filenames: + +``os.statvfs()`` (http://bugs.python.org/issue18695) + + +.. nextslide:: + +Exception messages: + + * Py2 Exceptions use str when they print messages. + + * But what if you pass in a unicode object? + + * It is encoded with the default encoding. + + * ``UnicodeDecodeError`` Inside an Exception???? + + NOPE: it swallows it instead. + +:download:`exception_test.py <./resources/exception_test.py>`. + +Unicode in Python 3 +---------------------- + +The "string" object is unicode. + +Py3 has two distinct concepts: + +* "text" -- uses the str object (which is always unicode!) +* "binary data" -- uses bytes or bytearray + +Everything that's about text is unicode. + +Everything that requires binary data uses bytes. + +It's all much cleaner. + +(by the way, the recent implementations are very efficient...) + + +Exercises +========= + +Basic Unicode LAB +------------------- + +* Find some nifty non-ascii characters you might use. + + - Create a unicode object with them in two different ways. + - :download:`here <./resources/hello_unicode.py>` is one example + +* Read the contents into unicode objects: + + - :download:`ICanEatGlass.utf8.txt <./resources/ICanEatGlass.utf8.txt>` + - :download:`ICanEatGlass.utf16.txt <./resources/ICanEatGlass.utf16.txt>` + +and / or + + - :download:`text.utf8 <./resources/text.utf8>` + - :download:`text.utf16 <./resources/text.utf16>` + - :download:`text.utf32 <./resources/text.utf32>` + +* write some of the text from the first exercise to file -- read that file back in. + +.. nextslide:: Some Help + +reference: http://inamidst.com/stuff/unidata/ + +NOTE: if your terminal does not support unicode -- you'll get an error trying +to print. Try a different terminal or IDE, or google for a solution. + +Challenge Unicode LAB +---------------------- + +We saw this earlier + +.. code-block:: ipython + + In [38]: u'to \N{INFINITY} and beyond!'.decode('utf-8') + --------------------------------------------------------------------------- + UnicodeEncodeError Traceback (most recent call last) + in () + ----> 1 u'to \N{INFINITY} and beyond!'.decode('utf-8') + + /Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/encodings/utf_8.pyc in decode(input, errors) + 14 + 15 def decode(input, errors='strict'): + ---> 16 return codecs.utf_8_decode(input, errors, True) + 17 + 18 class IncrementalEncoder(codecs.IncrementalEncoder): + + UnicodeEncodeError: 'ascii' codec can't encode character u'\u221e' in position 3: ordinal not in range(128) + +.. nextslide:: + +But why would you **decode** a unicode object? + +And it should be a no-op -- why the exception? + +And why 'ascii'? I specified 'utf-8'! + +It's there for backward compatibility + +What's happening under the hood + +.. code-block:: python + + u'to \N{INFINITY} and beyond!'.encode().decode('utf-8') + +It encodes with the default encoding (ascii), then decodes + +In this case, it barfs on attempting to encode to 'ascii' + +.. nextslide:: + +So never call decode on a unicode object! + +But what if someone passes one into a function of yours that's expecting a py2 string? + +Type checking and converting -- yeach! + +Read: + +http://axialcorps.com/2014/03/20/unicode-str/ + +See if you can figure out the decorators: + +:download:`unicodify.py <./resources/unicodify.py>`. + + +(This is advanced Python JuJu: Aren't you glad I didn't ask you to write that yourself?) + diff --git a/_static/ajax-loader.gif b/_static/ajax-loader.gif new file mode 100644 index 0000000000000000000000000000000000000000..61faf8cab23993bd3e1560bff0668bd628642330 GIT binary patch literal 673 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function to urldecode strings + */ +jQuery.urldecode = function(x) { + return decodeURIComponent(x).replace(/\+/g, ' '); +}; + +/** + * small helper function to urlencode strings + */ +jQuery.urlencode = encodeURIComponent; + +/** + * This function returns the parsed url parameters of the + * current request. Multiple values per key are supported, + * it will always return arrays of strings for the value parts. + */ +jQuery.getQueryParameters = function(s) { + if (typeof s == 'undefined') + s = document.location.search; + var parts = s.substr(s.indexOf('?') + 1).split('&'); + var result = {}; + for (var i = 0; i < parts.length; i++) { + var tmp = parts[i].split('=', 2); + var key = jQuery.urldecode(tmp[0]); + var value = jQuery.urldecode(tmp[1]); + if (key in result) + result[key].push(value); + else + result[key] = [value]; + } + return result; +}; + +/** + * highlight a given string on a jquery object by wrapping it in + * span elements with the given class name. + */ +jQuery.fn.highlightText = function(text, className) { + function highlight(node) { + if (node.nodeType == 3) { + var val = node.nodeValue; + var pos = val.toLowerCase().indexOf(text); + if (pos >= 0 && !jQuery(node.parentNode).hasClass(className)) { + var span = document.createElement("span"); + span.className = className; + span.appendChild(document.createTextNode(val.substr(pos, text.length))); + node.parentNode.insertBefore(span, node.parentNode.insertBefore( + document.createTextNode(val.substr(pos + text.length)), + node.nextSibling)); + node.nodeValue = val.substr(0, pos); + } + } + else if (!jQuery(node).is("button, select, textarea")) { + jQuery.each(node.childNodes, function() { + highlight(this); + }); + } + } + return this.each(function() { + highlight(this); + }); +}; + +/** + * Small JavaScript module for the documentation. + */ +var Documentation = { + + init : function() { + this.fixFirefoxAnchorBug(); + this.highlightSearchWords(); + this.initIndexTable(); + }, + + /** + * i18n support + */ + TRANSLATIONS : {}, + PLURAL_EXPR : function(n) { return n == 1 ? 0 : 1; }, + LOCALE : 'unknown', + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext : function(string) { + var translated = Documentation.TRANSLATIONS[string]; + if (typeof translated == 'undefined') + return string; + return (typeof translated == 'string') ? translated : translated[0]; + }, + + ngettext : function(singular, plural, n) { + var translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated == 'undefined') + return (n == 1) ? singular : plural; + return translated[Documentation.PLURALEXPR(n)]; + }, + + addTranslations : function(catalog) { + for (var key in catalog.messages) + this.TRANSLATIONS[key] = catalog.messages[key]; + this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')'); + this.LOCALE = catalog.locale; + }, + + /** + * add context elements like header anchor links + */ + addContextElements : function() { + $('div[id] > :header:first').each(function() { + $('\u00B6'). + attr('href', '#' + this.id). + attr('title', _('Permalink to this headline')). + appendTo(this); + }); + $('dt[id]').each(function() { + $('\u00B6'). + attr('href', '#' + this.id). + attr('title', _('Permalink to this definition')). + appendTo(this); + }); + }, + + /** + * workaround a firefox stupidity + */ + fixFirefoxAnchorBug : function() { + if (document.location.hash && $.browser.mozilla) + window.setTimeout(function() { + document.location.href += ''; + }, 10); + }, + + /** + * highlight the search words provided in the url in the text + */ + highlightSearchWords : function() { + var params = $.getQueryParameters(); + var terms = (params.highlight) ? params.highlight[0].split(/\s+/) : []; + if (terms.length) { + var body = $('div.body'); + if (!body.length) { + body = $('body'); + } + window.setTimeout(function() { + $.each(terms, function() { + body.highlightText(this.toLowerCase(), 'highlighted'); + }); + }, 10); + $('

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'log' + }; + + var step3list = { + icate: 'ic', + ative: '', + alize: 'al', + iciti: 'ic', + ical: 'ic', + ful: '', + ness: '' + }; + + var c = "[^aeiou]"; // consonant + var v = "[aeiouy]"; // vowel + var C = c + "[^aeiouy]*"; // consonant sequence + var V = v + "[aeiou]*"; // vowel sequence + + var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0 + var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1 + var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 + var s_v = "^(" + C + ")?" + v; // vowel in stem + + this.stemWord = function (w) { + var stem; + var suffix; + var firstch; + var origword = w; + + if (w.length < 3) + return w; + + var re; + var re2; + var re3; + var re4; + + firstch = w.substr(0,1); + if (firstch == "y") + w = firstch.toUpperCase() + w.substr(1); + + // Step 1a + re = /^(.+?)(ss|i)es$/; + re2 = /^(.+?)([^s])s$/; + + if (re.test(w)) + w = w.replace(re,"$1$2"); + else if (re2.test(w)) + w = w.replace(re2,"$1$2"); + + // Step 1b + re = /^(.+?)eed$/; + re2 = /^(.+?)(ed|ing)$/; + if (re.test(w)) { + var fp = re.exec(w); + re = new RegExp(mgr0); + if (re.test(fp[1])) { + re = /.$/; + w = w.replace(re,""); + } + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1]; + re2 = new RegExp(s_v); + if (re2.test(stem)) { + w = stem; + re2 = /(at|bl|iz)$/; + re3 = new RegExp("([^aeiouylsz])\\1$"); + re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re2.test(w)) + w = w + "e"; + else if (re3.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + else if (re4.test(w)) + w = w + "e"; + } + } + + // Step 1c + re = /^(.+?)y$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(s_v); + if (re.test(stem)) + w = stem + "i"; + } + + // Step 2 + re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step2list[suffix]; + } + + // Step 3 + re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step3list[suffix]; + } + + // Step 4 + re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; + re2 = /^(.+?)(s|t)(ion)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + if (re.test(stem)) + w = stem; + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1] + fp[2]; + re2 = new RegExp(mgr1); + if (re2.test(stem)) + w = stem; + } + + // Step 5 + re = /^(.+?)e$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + re2 = new RegExp(meq1); + re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) + w = stem; + } + re = /ll$/; + re2 = new RegExp(mgr1); + if (re.test(w) && re2.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + + // and turn initial Y back to y + if (firstch == "y") + w = firstch.toLowerCase() + w.substr(1); + return w; + } +} + + + +/** + * Simple result scoring code. + */ +var Scorer = { + // Implement the following function to further tweak the score for each result + // The function takes a result array [filename, title, anchor, descr, score] + // and returns the new score. + /* + score: function(result) { + return result[4]; + }, + */ + + // query matches the full name of an object + objNameMatch: 11, + // or matches in the last dotted part of the object name + objPartialMatch: 6, + // Additive scores depending on the priority of the object + objPrio: {0: 15, // used to be importantResults + 1: 5, // used to be objectResults + 2: -5}, // used to be unimportantResults + // Used when the priority is not in the mapping. + objPrioDefault: 0, + + // query found in title + title: 15, + // query found in terms + term: 5 +}; + + +/** + * Search Module + */ +var Search = { + + _index : null, + _queued_query : null, + _pulse_status : -1, + + init : function() { + var params = $.getQueryParameters(); + if (params.q) { + var query = params.q[0]; + $('input[name="q"]')[0].value = query; + this.performSearch(query); + } + }, + + loadIndex : function(url) { + $.ajax({type: "GET", url: url, data: null, + dataType: "script", cache: true, + complete: function(jqxhr, textstatus) { + if (textstatus != "success") { + document.getElementById("searchindexloader").src = url; + } + }}); + }, + + setIndex : function(index) { + var q; + this._index = index; + if ((q = this._queued_query) !== null) { + this._queued_query = null; + Search.query(q); + } + }, + + hasIndex : function() { + return this._index !== null; + }, + + deferQuery : function(query) { + this._queued_query = query; + }, + + stopPulse : function() { + this._pulse_status = 0; + }, + + startPulse : function() { + if (this._pulse_status >= 0) + return; + function pulse() { + var i; + Search._pulse_status = (Search._pulse_status + 1) % 4; + var dotString = ''; + for (i = 0; i < Search._pulse_status; i++) + dotString += '.'; + Search.dots.text(dotString); + if (Search._pulse_status > -1) + window.setTimeout(pulse, 500); + } + pulse(); + }, + + /** + * perform a search for something (or wait until index is loaded) + */ + performSearch : function(query) { + // create the required interface elements + this.out = $('#search-results'); + this.title = $('

' + _('Searching') + '

').appendTo(this.out); + this.dots = $('').appendTo(this.title); + this.status = $('

').appendTo(this.out); + this.output = $('
'); + } + // Prettify the comment rating. + comment.pretty_rating = comment.rating + ' point' + + (comment.rating == 1 ? '' : 's'); + // Make a class (for displaying not yet moderated comments differently) + comment.css_class = comment.displayed ? '' : ' moderate'; + // Create a div for this comment. + var context = $.extend({}, opts, comment); + var div = $(renderTemplate(commentTemplate, context)); + + // If the user has voted on this comment, highlight the correct arrow. + if (comment.vote) { + var direction = (comment.vote == 1) ? 'u' : 'd'; + div.find('#' + direction + 'v' + comment.id).hide(); + div.find('#' + direction + 'u' + comment.id).show(); + } + + if (opts.moderator || comment.text != '[deleted]') { + div.find('a.reply').show(); + if (comment.proposal_diff) + div.find('#sp' + comment.id).show(); + if (opts.moderator && !comment.displayed) + div.find('#cm' + comment.id).show(); + if (opts.moderator || (opts.username == comment.username)) + div.find('#dc' + comment.id).show(); + } + return div; + } + + /** + * A simple template renderer. Placeholders such as <%id%> are replaced + * by context['id'] with items being escaped. Placeholders such as <#id#> + * are not escaped. + */ + function renderTemplate(template, context) { + var esc = $(document.createElement('div')); + + function handle(ph, escape) { + var cur = context; + $.each(ph.split('.'), function() { + cur = cur[this]; + }); + return escape ? esc.text(cur || "").html() : cur; + } + + return template.replace(/<([%#])([\w\.]*)\1>/g, function() { + return handle(arguments[2], arguments[1] == '%' ? true : false); + }); + } + + /** Flash an error message briefly. */ + function showError(message) { + $(document.createElement('div')).attr({'class': 'popup-error'}) + .append($(document.createElement('div')) + .attr({'class': 'error-message'}).text(message)) + .appendTo('body') + .fadeIn("slow") + .delay(2000) + .fadeOut("slow"); + } + + /** Add a link the user uses to open the comments popup. */ + $.fn.comment = function() { + return this.each(function() { + var id = $(this).attr('id').substring(1); + var count = COMMENT_METADATA[id]; + var title = count + ' comment' + (count == 1 ? '' : 's'); + var image = count > 0 ? opts.commentBrightImage : opts.commentImage; + var addcls = count == 0 ? ' nocomment' : ''; + $(this) + .append( + $(document.createElement('a')).attr({ + href: '#', + 'class': 'sphinx-comment-open' + addcls, + id: 'ao' + id + }) + .append($(document.createElement('img')).attr({ + src: image, + alt: 'comment', + title: title + })) + .click(function(event) { + event.preventDefault(); + show($(this).attr('id').substring(2)); + }) + ) + .append( + $(document.createElement('a')).attr({ + href: '#', + 'class': 'sphinx-comment-close hidden', + id: 'ah' + id + }) + .append($(document.createElement('img')).attr({ + src: opts.closeCommentImage, + alt: 'close', + title: 'close' + })) + .click(function(event) { + event.preventDefault(); + hide($(this).attr('id').substring(2)); + }) + ); + }); + }; + + var opts = { + processVoteURL: '/_process_vote', + addCommentURL: '/_add_comment', + getCommentsURL: '/_get_comments', + acceptCommentURL: '/_accept_comment', + deleteCommentURL: '/_delete_comment', + commentImage: '/static/_static/comment.png', + closeCommentImage: '/static/_static/comment-close.png', + loadingImage: '/static/_static/ajax-loader.gif', + commentBrightImage: '/static/_static/comment-bright.png', + upArrow: '/static/_static/up.png', + downArrow: '/static/_static/down.png', + upArrowPressed: '/static/_static/up-pressed.png', + downArrowPressed: '/static/_static/down-pressed.png', + voting: false, + moderator: false + }; + + if (typeof COMMENT_OPTIONS != "undefined") { + opts = jQuery.extend(opts, COMMENT_OPTIONS); + } + + var popupTemplate = '\ +
\ +

\ + Sort by:\ + best rated\ + newest\ + oldest\ +

\ +
Comments
\ +
\ + loading comments...
\ +
    \ +
    \ +

    Add a comment\ + (markup):

    \ +
    \ + reStructured text markup: *emph*, **strong**, \ + ``code``, \ + code blocks: :: and an indented block after blank line
    \ +
    \ + \ +

    \ + \ + Propose a change ▹\ + \ + \ + Propose a change ▿\ + \ +

    \ + \ + \ + \ + \ + \ +
    \ +
    '; + + var commentTemplate = '\ +
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    \ +
    \ + \ + \ + \ + \ + \ + \ +
    \ +
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    \ +

    \ + <%username%>\ + <%pretty_rating%>\ + <%time.delta%>\ +

    \ +
    <#text#>
    \ +

    \ + \ + reply ▿\ + proposal ▹\ + proposal ▿\ + \ + \ +

    \ + 
    \
+<#proposal_diff#>\
+
    \ +
      \ +
      \ +
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    • \ +
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      • '; + + $(document).ready(function() { + init(); + }); +})(jQuery); + +$(document).ready(function() { + // add comment anchors for all paragraphs that are commentable + $('.sphinx-has-comment').comment(); + + // highlight search words in search results + $("div.context").each(function() { + var params = $.getQueryParameters(); + var terms = (params.q) ? params.q[0].split(/\s+/) : []; + var result = $(this); + $.each(terms, function() { + result.highlightText(this.toLowerCase(), 'highlighted'); + }); + }); + + // directly open comment window if requested + var anchor = document.location.hash; + if (anchor.substring(0, 9) == '#comment-') { + $('#ao' + anchor.substring(9)).click(); + document.location.hash = '#s' + anchor.substring(9); + } +}); diff --git a/genindex.html b/genindex.html new file mode 100644 index 0000000..f02df1f --- /dev/null +++ b/genindex.html @@ -0,0 +1,182 @@ + + + + + + + + + + + Index — System Development With Python 1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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      + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/homework/index.html b/homework/index.html new file mode 100644 index 0000000..469fbe4 --- /dev/null +++ b/homework/index.html @@ -0,0 +1,189 @@ + + + + + + + + + + Homework Materials — System Development With Python 1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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      Homework Materials

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      There may be some stuff here for homework

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      + + + + +
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      + +
      +

      In This Course

      + +
      +

      Materials:

      +
      + +
      +
      +

      These materials copyright Christopher Barker and Joseph Sheedy.

      +

      Licenced under the Creative Commons Attribution-ShareAlike 4.0 International Public License.

      +

      https://creativecommons.org/licenses/by-sa/4.0/legalcode

      +
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      + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/objects.inv b/objects.inv new file mode 100644 index 0000000..ac8ca9d --- /dev/null +++ b/objects.inv @@ -0,0 +1,7 @@ +# Sphinx inventory version 2 +# Project: System Development With Python +# Version: 1.0 +# The remainder of this file is compressed using zlib. +xmA +1 E=Eu]z€: Bۂs{Dp\0 Z1g;g`OV(<vUa + !i.H6je$}گ #AѽMP \ No newline at end of file diff --git a/packaging.html b/packaging.html new file mode 100644 index 0000000..b1f0034 --- /dev/null +++ b/packaging.html @@ -0,0 +1,440 @@ + + + + + + + + + + Building Your Own Package — System Development With Python 1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      + + + + +
      + + + + + + +
      +
      +
      + +
      +
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      + +
      +

      Building Your Own Package

      +

      The very basics of what you need to know to make your own package.

      +
      +
        +
      +
      +
      +

      Why Build a Package?

      +

      There are a bunch of nifty tools that help you build, install and distribute packages.

      +

      Using a well structured, standard layout for your package makes it easy to use those tools.

      +

      Even if you never want to give anyone else your code, a well structured package eases development.

      +
      +
      +

      What is a Package?

      +

      A collection of modules

      +
        +
      • ... and the documentation
        • +
      • ... and the tests
        • +
      • ... and any top-level scripts
        • +
      • ... and any data files required
        • +
      • ... and a way to build and install it...
        • +
      +
      +
      +

      Python packaging tools:

      +

      The distutils:

      +
      from distutils.core import setup
+
      +
      +

      Getting klunky, hard to extend, maybe destined for deprication...

      +

      But it gets the job done – and it does it well for the simple cases.

      +

      setuptools: for extra features

      +

      pip: for installing packages

      +

      wheel: for binary distributions

      +
      +
      +

      Where do I go to figure this out?

      +

      This is a really good guide:

      +

      The Hitchhiker’s Guide to Packaging:

      +
      +
      +

      Follow it!

      +
      +
      +

      Basic Package Structure:

      +
      PackageName/
+    bin/
+    CHANGES.txt
+    docs/
+    LICENSE.txt
+    MANIFEST.in
+    README.txt
+    setup.py
+    package_name/
+          __init__.py
+          module1.py
+          module2.py
+          test/
+              __init__.py
+              test_module1.py
+              test_module2.py
+
      +
      +

      CHANGES.txt: log of changes with each release

      +

      LICENSE.txt: text of the license you choose (do choose one!)

      +

      MANIFEST.in: description of what non-code files to include

      +

      README.txt: description of the package – should be written in reST (for PyPi):

      +

      http://docutils.sourceforge.net/rst.html

      +

      setup.py: distutils script for building/installing package.

      +

      bin/: This is where you put top-level scripts

      +
      +
      ( some folks use scripts )
      +

      docs/: the documentation

      +

      package_name/: The main pacakge – this is where the code goes.

      +

      test/: your unit tests. Options here:

      +
        +

      • Put it inside the package – supports

        +
        $ pip install package_name
+>> import package_name.test
+>> package_name.test.runall()
+
        +
        +
        • +
      +

      Or keep it at the top level.

      +
      +
      +

      The setup.py File

      +

      Your setup.py file is what describes your package, and tells the distutils how to pacakge, build and install it

      +

      It is python code, so you can add anything custom you need to it

      +

      But in the simple case, it is essentially declarative.

      +

      http://docs.python.org/2/distutils/

      +
       from distutils.core import setup
+
+ setup(
+   name='PackageName',
+   version='0.1.0',
+   author='An Awesome Coder',
+   author_email='aac@example.com',
+   packages=['package_name', 'package_name.test'],
+   scripts=['bin/script1','bin/script2'],
+   url='http://pypi.python.org/pypi/PackageName/',
+   license='LICENSE.txt',
+   description='An awesome package that does something',
+   long_description=open('README.txt').read(),
+   install_requires=[
+       "Django >= 1.1.1",
+       "pytest",
+   ],
+)
+
      +
      +
      +
      +

      setup.cfg

      +

      setup.cfg provides a way to give the end user some ability to customise the install

      +

      It’s an ini style file:

      +
      [command]
+option=value
+...
+
      +
      +

      simple to read and write.

      +

      command is one of the Distutils commands (e.g. build_py, install)

      +

      option is one of the options that command supports.

      +

      Note that an option spelled --foo-bar on the command-line is spelled f``foo_bar`` in configuration files.

      +
      +
      +

      Running setup.py`

      +

      With a setup.py script defined, the distutils can do a lot:

      +
        +

      • builds a source distribution (defaults to tar file):

        +
        python setup.py sdist
+python setup.py sdist --format=zip
+
        +
        +
        • +

      • builds binary distributions:

        +
        python setup.py bdist_rpm
+python setup.py bdist_wininst
+
        +
        +
        • +
      +

      (other, more obscure ones, too....)

      +

      But you probably want to use wheel for binary disributions now.

      +
        +

      • build from source:

        +
        python setup.py build
+
        +
        +
        • +

      • and install:

        +
        python setup.py install
+
        +
        +
        • +
      +
      +
      +

      setuptools

      +

      setuptools is an extension to distutils that provides a number of extensions:

      +
      from setuptools import setup
+
      +
      +

      superset of the distutils setup

      +

      This buys you a bunch of additional functionality:

      +
      +
        +
      • auto-finding packages
        • +
      • better script installation
        • +
      • resource (non-code files) management
        • +
      • develop mode
        • +
      • a LOT more
        • +
      +
      +

      http://pythonhosted.org//setuptools/

      +
      +
      +

      wheels

      +

      Wheels are a new binary format for packages.

      +

      http://wheel.readthedocs.org/en/latest/

      +

      Pretty simple, essentially an zip archive of all the stuff that gets put in site-packages

      +

      Can be just pure python or binary with compiled extensions

      +

      Compatible with virtualenv.

      +

      Building a wheel:

      +
      python setup.py bdist_wheel
+
      +
      +

      Create a set of wheels (a wheelhouse):

      +
      # Build a directory of wheels for pyramid and all its dependencies
+pip wheel --wheel-dir=/tmp/wheelhouse pyramid
+
+# Install from cached wheels
+pip install --use-wheel --no-index --find-links=/tmp/wheelhouse pyramid
+
      +
      +

      pip install packagename will find wheels for Windows and OS-X.

      +

      pip install --no-use-wheel avoids that.

      +
      +
      +

      PyPi

      +

      The Python package index:

      +

      https://pypi.python.org/pypi

      +

      You’ve all used this – pip install searches it.

      +

      To upload your package to PyPi:

      +
      python setup.py register
+
+python setup.py sdist bdist_wheel upload
+
      +
      +

      http://docs.python.org/2/distutils/packageindex.html

      +
      +
      +

      Under Development

      +

      Develop mode is really really nice:

      +
      python setup.py develop
+
      +
      +

      It puts links into the python installation to your code, so that your package is installed, but any changes will immediately take effect.

      +

      This way all your test code, and client code, etc, can all import your package the usual way.

      +

      No sys.path hacking

      +

      Good idea to use it for anything more than a single file project.

      +

      (requires setuptools)

      +
      +
      +

      Getting Started

      +

      For anything but a single-file script (and maybe even then):

      +
        +
      1. Create the basic package structure
        2. +
      2. Write a setup.py
        3. +
      3. python setup.py develop
        4. +
      4. Put some tests in package/test
        5. +
      5. py.test or nosetests
        6. +
      +
      +
      +

      LAB

      +
        +
      • Create a small package
          +
        • package structure
          • +
        • setup.py
          • +
        • python setup.py develop
          • +
        • at least one working test
          • +
        +
        • +
      • If you are ready – it can be the start of your project package.
        • +
      +

      (example in code/Capitalize)

      +
      +
      + + +
      + +
      +
      + +
      + +
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      + +
      + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/searchindex.js b/searchindex.js new file mode 100644 index 0000000..da29444 --- /dev/null +++ b/searchindex.js @@ -0,0 +1 @@ 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Your Own Package","Homework Materials","Unicode in Python 2","In This Course"],objects:{},titleterms:{own:0,cfg:0,py2:2,encod:2,lectur:3,packag:0,critic:2,liter:2,file:0,anywai:2,out:0,everywher:2,what:[0,2],cours:3,develop:0,your:0,start:0,figur:0,decod:2,build:0,exercis:2,basic:[0,2],tool:0,homework:1,wheel:0,latin:2,run:0,string:2,get:0,python:[0,2],setuptool:0,gotcha:2,under:0,pypi:0,lab:[0,2],mechan:2,why:0,utf:2,doc:2,setup:0,structur:0,histori:2,heck:2,thi:[0,3],enter:2,unicod:2,challeng:2,where:0,materi:[1,3]}}) \ No newline at end of file diff --git a/unicode.html b/unicode.html new file mode 100644 index 0000000..434b461 --- /dev/null +++ b/unicode.html @@ -0,0 +1,579 @@ + + + + + + + + + + Unicode in Python 2 — System Development With Python 1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      + + + + +
      + + + + + + +
      +
      +
      + +
      +
      +
      + +
      +

      Unicode in Python 2

      +

      A quick run-down of Unicode, its use in Python 2, and some of the gotchas that arise.

      +
      +
        +
      • Chris Barker
        • +
      +
      +
      +

      History

      +
      +

      What the heck is Unicode anyway?

      +
        +
      • First there was chaos...
          +
        • Different machines used different encodings
          • +
        +
        • +
      • Then there was ASCII – and all was good (7 bit), 127 characters
          +
        • (for English speakers, anyway)
          • +
        +
        • +
      • But each vendor used the top half (127-255) for different things.
          +
        • MacRoman, Windows 1252, etc...
          • +
        • There is now “latin-1”, but still a lot of old files around
          • +
        +
        • +
      • Non-Western European languages required totally incompatible 1-byte encodings
        • +
      • No way to mix languages with different alphabets.
        • +
      +
      +
      +

      Enter Unicode

      +

      The Unicode idea is pretty simple: +* one “code point” for all characters in all languages

      +
      +
      But how do you express that in bytes?
      +
        +
      • Early days: we can fit all the code points in a two byte integer (65536 characters)
        • +
      • Turns out that didn’t work – now need 32 bit integer to hold all of unicode “raw” (UTC-4)
        • +
      +
      +
      Enter “encodings”:
      +
        +
      • An encoding is a way to map specific bytes to a code point.
        • +
      • Each code point can have one or more bytes.
        • +
      +
      +
      +
      +
      +

      Unicode

      +

      A good start:

      +

      The Absolute Minimum Every Software Developer Absolutely, +Positively Must Know About Unicode and Character Sets (No Excuses!)

      +

      http://www.joelonsoftware.com/articles/Unicode.html

      +

      Everything is Bytes

      +
        +
      • If it’s on disk or on a network, it’s bytes
        • +
      • Python provides some abstractions to make it easier to deal with bytes
        • +
      +

      Unicode is a biggie

      +

      (actually, dealing with numbers rather than bytes is big – but we take that +for granted)

      +
      +
      +
      +

      Mechanics

      +
      +

      What are strings?

      +

      Py2 strings are sequences of bytes

      +

      Unicode strings are sequences of platonic characters

      +

      It’s almost one code point per character – but there are complications +with combined characters: accents, etc.

      +

      Platonic characters cannot be written to disk or network!

      +

      (ANSI: one character == one byte – so easy!)

      +
      +
      +

      Strings vs unicode

      +

      Python 2 has two types that let you work with text:

      +
        +
      • str
        • +
      • unicode
        • +
      +

      And two ways to work with binary data:

      +
        +
      • str
        • +
      • bytes() (and bytearray)
        • +
      +

      but:

      +
      In [86]: str is bytes
+Out[86]: True
+
      +
      +

      bytes is there for py3 compatibility - -but it’s good for making your +intentions clear, too.

      +
      +
      +

      Unicode

      +

      The unicode object lets you work with characters

      +

      It has all the same methods as the string object.

      +

      “encoding” is converting from a unicode object to bytes

      +

      “decoding” is converting from bytes to a unicode object

      +

      (sometimes this feels backwards...)

      +
      +
      +

      Using unicode in Py2

      +

      Built in functions

      +
      ord()
+chr()
+unichr()
+str()
+unicode()
+
      +
      +

      The codecs module

      +
      import codecs
+codecs.encode()
+codecs.decode()
+codecs.open() # better to use ``io.open``
+
      +
      +
      +
      +

      Encoding and Decoding

      +

      Encoding

      +
      In [17]: u"this".encode('utf-8')
+Out[17]: 'this'
+
+In [18]: u"this".encode('utf-16')
+Out[18]: '\xff\xfet\x00h\x00i\x00s\x00'
+
      +
      +

      Decoding

      +
      In [99]: print '\xff\xfe."+"x\x00\xb2\x00'.decode('utf-16')
+∮∫x²
+
      +
      +
      +
      +

      Unicode Literals

      +
        +
      1. Use unicode in your source files:
        2. +
      +
      # -*- coding: utf-8 -*-
+
      +
      +
        +
      1. escape the unicode characters:
        2. +
      +
      print u"The integral sign: \u222B"
+print u"The integral sign: \N{integral}"
+
      +
      +

      Lots of tables of code points online:

      +
      +
      One example:
      +
      http://inamidst.com/stuff/unidata/
      +
      +

      hello_unicode.py.

      +
      +
      +

      Using Unicode

      +

      Use unicode objects in all your code

      +

      Decode on input

      +

      Encode on output

      +

      Many packages do this for you: XML processing, databases, ...

      +

      Gotcha:

      +

      Python has a default encoding (usually ascii)

      +
      In [2]: sys.getdefaultencoding()
+Out[2]: 'ascii'
+
      +
      +

      The default encoding will get used in unexpected places!

      +
      +
      +

      Using unicode everywhere

      +

      Python 2.6 and above have a nice feature to make it easier to use unicode everywhere

      +
      from __future__ import unicode_literals
+
      +
      +

      After running that line, the u'' is assumed

      +
      In [1]: s = "this is a regular py2 string"
+In [2]: print type(s)
+<type 'str'>
+
+In [3]: from __future__ import unicode_literals
+In [4]: s = "this is now a unicode string"
+In [5]: type(s)
+Out[5]: unicode
+
      +
      +

      NOTE: You can still get py2 strings from other sources!

      +
      +
      +

      Encodings

      +

      What encoding should I use???

      +

      There are a lot:

      +

      http://en.wikipedia.org/wiki/Comparison_of_Unicode_encodings

      +

      But only a couple you are likely to need:

      +
        +
      • utf-8 (*nix)
        • +
      • utf-16 (Windows)
        • +
      +

      and of course, still the one-bytes ones.

      +
        +
      • ASCII
        • +
      • Latin-1
        • +
      +
      +
      +

      UTF-8

      +

      Probably the one you’ll use most – most common in Internet protocols (xml, JSON, etc.)

      +

      Nice properties:

      +
        +
      • ASCII compatible: first 127 characters are the same
        • +
      • Any ascii string is a utf-8 string
        • +
      • compact for mostly-english text.
        • +
      +

      Gotchas:

      +
        +
      • “higher” code points may use more than one byte: up to 4 for one character
        • +
      • ASCII compatible means in may work with default encoding in tests – but then blow up with real data...
        • +
      +
      +
      +

      UTF-16

      +

      Kind of like UTF-8, except it uses at least 16bits (2 bytes) for each character: not ASCII compatible.

      +

      But is still needs more than two bytes for some code points, so you still can’t process

      +

      In C/C++ held in a “wide char” or “wide string”.

      +

      MS Windows uses UTF-16, as does (I think) Java.

      +
      +
      +

      UTF-16 criticism

      +

      There is a lot of criticism on the net about UTF-16 – it’s kind of the worst of both worlds:

      +
        +
      • You can’t assume every character is the same number of bytes
        • +
      • It takes up more memory than UTF-8
        • +
      +

      UTF Considered Harmful

      +

      But to be fair:

      +

      Early versions of Unicode: everything fit into two bytes (65536 code points). MS and Java were fairly early adopters, and it seemed simple enough to just use 2 bytes per character.

      +

      When it turned out that 4 bytes were really needed, they were kind of stuck in the middle.

      +
      +
      +

      Latin-1

      +

      NOT Unicode:

      +

      a 1-byte per char encoding.

      +
        +
      • Superset of ASCII suitable for Western European languages.
        • +
      • The most common one-byte per char encoding for European text.
        • +
      • Nice property – every byte value from 0 to 255 is a valid character ( at least in Python )
        • +
      +
        +
      • You will never get an UnicodeDecodeError if you try to decode arbitrary bytes with latin-1.
        • +
      • And it can “round-trip” through a unicode object.
        • +
      • Useful if you don’t know the encoding – at least it won’t raise an Exception
        • +
      • Useful if you need to work with combined text+binary data.
        • +
      +

      latin1_test.py.

      +
      +
      +

      Unicode Docs

      +

      Python Docs Unicode HowTo:

      +

      http://docs.python.org/howto/unicode.html

      +

      “Reading Unicode from a file is therefore simple”

      +
      import codecs
+f = codecs.open('unicode.rst', encoding='utf-8')
+for line in f:
+    print repr(line)
+
      +
      +
      +
      Encodings Built-in to Python:
      +
      http://docs.python.org/2/library/codecs.html#standard-encodings
      +
      +
      +
      +

      Gotchas in Python 2

      +

      file names, etc:

      +

      If you pass in unicode, you get unicode

      +
      In [9]: os.listdir('./')
+Out[9]: ['hello_unicode.py', 'text.utf16', 'text.utf32']
+
+In [10]: os.listdir(u'./')
+Out[10]: [u'hello_unicode.py', u'text.utf16', u'text.utf32']
+
      +
      +

      Python deals with the file system encoding for you...

      +

      But: some more obscure calls don’t support unicode filenames:

      +

      os.statvfs() (http://bugs.python.org/issue18695)

      +

      Exception messages:

      +
      +
        +
      • Py2 Exceptions use str when they print messages.
        • +
      • But what if you pass in a unicode object?
          +
        • It is encoded with the default encoding.
          • +
        +
        • +
      • UnicodeDecodeError Inside an Exception????
        • +
      +

      NOPE: it swallows it instead.

      +
      +

      exception_test.py.

      +
      +
      +

      Unicode in Python 3

      +

      The “string” object is unicode.

      +

      Py3 has two distinct concepts:

      +
        +
      • “text” – uses the str object (which is always unicode!)
        • +
      • “binary data” – uses bytes or bytearray
        • +
      +

      Everything that’s about text is unicode.

      +

      Everything that requires binary data uses bytes.

      +

      It’s all much cleaner.

      +

      (by the way, the recent implementations are very efficient...)

      +
      +
      +
      +

      Exercises

      +
      +

      Basic Unicode LAB

      +
        +
      • Find some nifty non-ascii characters you might use.
          +
        • Create a unicode object with them in two different ways.
          • +
        • here is one example
          • +
        +
        • +
      • Read the contents into unicode objects:
        • +
      +
      +
      +

      and / or

      +
      +
      +
        +
      • write some of the text from the first exercise to file – read that file back in.
        • +
      +

      reference: http://inamidst.com/stuff/unidata/

      +

      NOTE: if your terminal does not support unicode – you’ll get an error trying +to print. Try a different terminal or IDE, or google for a solution.

      +
      +
      +

      Challenge Unicode LAB

      +

      We saw this earlier

      +
      In [38]: u'to \N{INFINITY} and beyond!'.decode('utf-8')
+---------------------------------------------------------------------------
+UnicodeEncodeError                        Traceback (most recent call last)
+<ipython-input-38-7f87d44dfcfa> in <module>()
+----> 1 u'to \N{INFINITY} and beyond!'.decode('utf-8')
+
+/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/encodings/utf_8.pyc in decode(input, errors)
+     14
+     15 def decode(input, errors='strict'):
+---> 16     return codecs.utf_8_decode(input, errors, True)
+     17
+     18 class IncrementalEncoder(codecs.IncrementalEncoder):
+
+UnicodeEncodeError: 'ascii' codec can't encode character u'\u221e' in position 3: ordinal not in range(128)
+
      +
      +

      But why would you decode a unicode object?

      +

      And it should be a no-op – why the exception?

      +

      And why ‘ascii’? I specified ‘utf-8’!

      +

      It’s there for backward compatibility

      +

      What’s happening under the hood

      +
      u'to \N{INFINITY} and beyond!'.encode().decode('utf-8')
+
      +
      +

      It encodes with the default encoding (ascii), then decodes

      +

      In this case, it barfs on attempting to encode to ‘ascii’

      +

      So never call decode on a unicode object!

      +

      But what if someone passes one into a function of yours that’s expecting a py2 string?

      +

      Type checking and converting – yeach!

      +

      Read:

      +

      http://axialcorps.com/2014/03/20/unicode-str/

      +

      See if you can figure out the decorators:

      +

      unicodify.py.

      +

      (This is advanced Python JuJu: Aren’t you glad I didn’t ask you to write that yourself?)

      +
      +
      +
      + + +
      + +
      +
      + +
      + +
      + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file From bac755567cfe93abe74b17a01a059a27ffe07213 Mon Sep 17 00:00:00 2001 From: Chris Barker Date: Thu, 12 Mar 2015 22:03:45 -0700 Subject: [PATCH 04/56] updating presentation materials --- _sources/index.txt | 32 +- _sources/packaging.txt | 2 +- _sources/unicode.txt | 3 +- genindex.html | 31 +- html_slides/coverage/CHANGELOG.md | 10 + html_slides/coverage/MIT-license.txt | 21 + html_slides/coverage/Makefile | 12 + html_slides/coverage/README.md | 60 ++ html_slides/coverage/core/deck.core.css | 60 ++ html_slides/coverage/core/deck.core.js | 748 ++++++++++++++++++ html_slides/coverage/core/deck.core.scss | 65 ++ html_slides/coverage/core/print.css | 25 + html_slides/coverage/core/print.scss | 14 + .../coverage/extensions/goto/deck.goto.css | 36 + .../coverage/extensions/goto/deck.goto.html | 7 + .../coverage/extensions/goto/deck.goto.js | 190 +++++ .../coverage/extensions/goto/deck.goto.scss | 39 + .../coverage/extensions/menu/deck.menu.css | 45 ++ .../coverage/extensions/menu/deck.menu.js | 225 ++++++ .../coverage/extensions/menu/deck.menu.scss | 55 ++ .../extensions/navigation/deck.navigation.css | 42 + .../navigation/deck.navigation.html | 5 + .../extensions/navigation/deck.navigation.js | 94 +++ .../navigation/deck.navigation.scss | 44 ++ .../coverage/extensions/scale/deck.scale.css | 20 + .../coverage/extensions/scale/deck.scale.js | 190 +++++ .../coverage/extensions/scale/deck.scale.scss | 22 + .../extensions/status/deck.status.css | 18 + .../extensions/status/deck.status.html | 6 + .../coverage/extensions/status/deck.status.js | 108 +++ .../extensions/status/deck.status.scss | 18 + html_slides/coverage/index.html | 409 ++++++++++ html_slides/coverage/introduction/index.html | 215 +++++ html_slides/coverage/jquery.min.js | 6 + html_slides/coverage/modernizr.custom.js | 4 + html_slides/coverage/test/fixtures/empty.html | 21 + .../coverage/test/fixtures/nesteds.html | 36 + .../coverage/test/fixtures/standard.html | 44 ++ html_slides/coverage/test/index.html | 37 + html_slides/coverage/test/settings.js | 3 + html_slides/coverage/test/spec.core.js | 527 ++++++++++++ html_slides/coverage/test/spec.goto.js | 154 ++++ html_slides/coverage/test/spec.menu.js | 83 ++ html_slides/coverage/test/spec.navigation.js | 63 ++ html_slides/coverage/test/spec.scale.js | 57 ++ html_slides/coverage/test/spec.status.js | 60 ++ html_slides/coverage/themes/style/_reset.scss | 300 +++++++ html_slides/coverage/themes/style/neon.css | 421 ++++++++++ html_slides/coverage/themes/style/neon.scss | 148 ++++ html_slides/coverage/themes/style/swiss.css | 389 +++++++++ html_slides/coverage/themes/style/swiss.scss | 109 +++ html_slides/coverage/themes/style/web-2.0.css | 500 ++++++++++++ .../coverage/themes/style/web-2.0.scss | 228 ++++++ .../coverage/themes/transition/fade.css | 35 + .../coverage/themes/transition/fade.scss | 59 ++ .../themes/transition/horizontal-slide.css | 53 ++ .../themes/transition/horizontal-slide.scss | 72 ++ .../themes/transition/vertical-slide.css | 67 ++ .../themes/transition/vertical-slide.scss | 92 +++ index.html | 64 +- objects.inv | 5 +- packaging.html | 59 +- search.html | 31 +- searchindex.js | 2 +- unicode.html | 77 +- 65 files changed, 6455 insertions(+), 222 deletions(-) create mode 100644 html_slides/coverage/CHANGELOG.md create mode 100644 html_slides/coverage/MIT-license.txt create mode 100644 html_slides/coverage/Makefile create mode 100644 html_slides/coverage/README.md create mode 100644 html_slides/coverage/core/deck.core.css create mode 100644 html_slides/coverage/core/deck.core.js create mode 100755 html_slides/coverage/core/deck.core.scss create mode 100644 html_slides/coverage/core/print.css create mode 100644 html_slides/coverage/core/print.scss create mode 100644 html_slides/coverage/extensions/goto/deck.goto.css create mode 100644 html_slides/coverage/extensions/goto/deck.goto.html create mode 100644 html_slides/coverage/extensions/goto/deck.goto.js create mode 100755 html_slides/coverage/extensions/goto/deck.goto.scss create mode 100644 html_slides/coverage/extensions/menu/deck.menu.css create mode 100644 html_slides/coverage/extensions/menu/deck.menu.js create mode 100755 html_slides/coverage/extensions/menu/deck.menu.scss create mode 100644 html_slides/coverage/extensions/navigation/deck.navigation.css create mode 100644 html_slides/coverage/extensions/navigation/deck.navigation.html create mode 100644 html_slides/coverage/extensions/navigation/deck.navigation.js create mode 100755 html_slides/coverage/extensions/navigation/deck.navigation.scss create mode 100644 html_slides/coverage/extensions/scale/deck.scale.css create mode 100644 html_slides/coverage/extensions/scale/deck.scale.js create mode 100644 html_slides/coverage/extensions/scale/deck.scale.scss create mode 100644 html_slides/coverage/extensions/status/deck.status.css create mode 100644 html_slides/coverage/extensions/status/deck.status.html create mode 100644 html_slides/coverage/extensions/status/deck.status.js create mode 100755 html_slides/coverage/extensions/status/deck.status.scss create mode 100644 html_slides/coverage/index.html create mode 100644 html_slides/coverage/introduction/index.html create mode 100644 html_slides/coverage/jquery.min.js create mode 100644 html_slides/coverage/modernizr.custom.js create mode 100644 html_slides/coverage/test/fixtures/empty.html create mode 100644 html_slides/coverage/test/fixtures/nesteds.html create mode 100644 html_slides/coverage/test/fixtures/standard.html create mode 100644 html_slides/coverage/test/index.html create mode 100755 html_slides/coverage/test/settings.js create mode 100755 html_slides/coverage/test/spec.core.js create mode 100644 html_slides/coverage/test/spec.goto.js create mode 100644 html_slides/coverage/test/spec.menu.js create mode 100644 html_slides/coverage/test/spec.navigation.js create mode 100644 html_slides/coverage/test/spec.scale.js create mode 100644 html_slides/coverage/test/spec.status.js create mode 100644 html_slides/coverage/themes/style/_reset.scss create mode 100644 html_slides/coverage/themes/style/neon.css create mode 100644 html_slides/coverage/themes/style/neon.scss create mode 100644 html_slides/coverage/themes/style/swiss.css create mode 100644 html_slides/coverage/themes/style/swiss.scss create mode 100644 html_slides/coverage/themes/style/web-2.0.css create mode 100644 html_slides/coverage/themes/style/web-2.0.scss create mode 100644 html_slides/coverage/themes/transition/fade.css create mode 100644 html_slides/coverage/themes/transition/fade.scss create mode 100644 html_slides/coverage/themes/transition/horizontal-slide.css create mode 100644 html_slides/coverage/themes/transition/horizontal-slide.scss create mode 100644 html_slides/coverage/themes/transition/vertical-slide.css create mode 100644 html_slides/coverage/themes/transition/vertical-slide.scss diff --git a/_sources/index.txt b/_sources/index.txt index 881edea..e2b4727 100644 --- a/_sources/index.txt +++ b/_sources/index.txt @@ -1,36 +1,20 @@ +============== In This Course ============== -.. ifslides:: - - +----------------------+-----------------------+ - | Lectures: | Materials: | - +======================+=======================+ - | .. toctree:: | .. toctree:: | - | :maxdepth: 1 | :maxdepth: 1 | - | | | - | packaging | homework/index | - | unicode | | - +----------------------+-----------------------+ - -.. ifnotslides:: +.. rst-class:: left mlarge - Lectures: - --------- + Lectures: - .. toctree:: - :maxdepth: 1 +.. rst-class:: left - packaging - unicode + :ref:`packaging` - Materials: - ---------- + `Unit Testing and Coverage `_ - .. toctree:: - :maxdepth: 2 + :download:`Unit Testing and Coverage <./html_slides/coverage/index.html>`. - homework/index + :ref:`unicode` .. rst-class:: credit diff --git a/_sources/packaging.txt b/_sources/packaging.txt index d43b5b1..7526ff2 100644 --- a/_sources/packaging.txt +++ b/_sources/packaging.txt @@ -1,4 +1,4 @@ - +.. _packaging: ========================= Building Your Own Package diff --git a/_sources/unicode.txt b/_sources/unicode.txt index 64fbd75..7289c9e 100644 --- a/_sources/unicode.txt +++ b/_sources/unicode.txt @@ -1,6 +1,5 @@ -.. _unicode_supplement: - +.. _unicode: =================== Unicode in Python 2 diff --git a/genindex.html b/genindex.html index f02df1f..0bac902 100644 --- a/genindex.html +++ b/genindex.html @@ -56,35 +56,8 @@   diff --git a/html_slides/coverage/CHANGELOG.md b/html_slides/coverage/CHANGELOG.md new file mode 100644 index 0000000..6645baa --- /dev/null +++ b/html_slides/coverage/CHANGELOG.md @@ -0,0 +1,10 @@ +# Changelog + +## v1.1.0 + +- Expand `beforeInit` event to allow halting of init event. +- Create alternative init signature with single options object using new `options.selectors.slides` option. +- Added methods `getTopLevelSlides` and `getNestedSlides`. +- Integrated hash plugin into core. +- Allow for touch swiping to be axis specific or disabled. +- Include ARIA attribute considerations in core and extensions. diff --git a/html_slides/coverage/MIT-license.txt b/html_slides/coverage/MIT-license.txt new file mode 100644 index 0000000..3eec286 --- /dev/null +++ b/html_slides/coverage/MIT-license.txt @@ -0,0 +1,21 @@ +The MIT License + +Copyright (c) 2011-2014 Caleb Troughton + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. diff --git a/html_slides/coverage/Makefile b/html_slides/coverage/Makefile new file mode 100644 index 0000000..04076c2 --- /dev/null +++ b/html_slides/coverage/Makefile @@ -0,0 +1,12 @@ +SASSOPTS=--scss --style expanded + +default: generate + +generate: + sass --update ${SASSOPTS} . + +force: + sass --update ${SASSOPTS} --force . + +watch: + sass --watch ${SASSOPTS} . diff --git a/html_slides/coverage/README.md b/html_slides/coverage/README.md new file mode 100644 index 0000000..31931b4 --- /dev/null +++ b/html_slides/coverage/README.md @@ -0,0 +1,60 @@ +#deck.js + +A JavaScript library for building modern HTML presentations. deck.js is flexible enough to let advanced CSS and JavaScript authors craft highly customized decks, but also provides templates and themes for the HTML novice to build a standard slideshow. + +## Quick Start + +This repository includes a `boilerplate.html` as a starting point, with all the extensions included. Just [download it](https://github.com/imakewebthings/deck.js/archive/latest.zip), open `boilerplate.html`, and start editing your slides. + +## Documentation + +Check out the [documentation page](http://imakewebthings.github.com/deck.js/docs) for more information on the methods, events, and options available in core and all the included extensions. A sample standard slide deck is included in the package under the `introduction` folder. You can also [view that sample deck](http://imakewebthings.github.com/deck.js/introduction) online to play with the available style and transition themes. + +## Extensions, Themes, and Related Projects + +Take a look at [the wiki](https://github.com/imakewebthings/deck.js/wiki) for lists of extensions, themes, and other related goodies. If you have a publicly available project of your own, feel free to add to the list. + +## Dependencies (included in this repository) + +- [jQuery](http://jquery.com) +- [Modernizr](http://modernizr.com) + +## Tests & Support + +Unit tests are written with [Jasmine](http://pivotal.github.com/jasmine/) and [jasmine-jquery](https://github.com/velesin/jasmine-jquery). You can [run them here](http://imakewebthings.github.com/deck.js/test). + +deck.js has been tested with jQuery 1.6+ and works in IE7+, Chrome, FF, Safari, and Opera. The more capable browsers receive greater enhancements, but a basic cutaway slideshow will work for all browsers listed above. Please don't give your presentations in IE6. + +For any questions or general discussion about deck.js please direct your attention to the [mailing list](http://groups.google.com/group/deckjs) (uses Google groups.) If you would like to report a bug, please see the [issues page](https://github.com/imakewebthings/deck.js/issues). + +## Printing + +Core includes stripped down black and white print styles for the standard slide template that is suitable for handouts. + +## Awesome Contributors + +- [jbuck](https://github.com/jbuck) +- [cykod](https://github.com/cykod) +- [dougireton](https://github.com/dougireton) +- [awirick](https://github.com/awirick) +- Daniel Knittl-Frank +- [alexch](https://github.com/alexch) +- [twitwi](https://github.com/twitwi) + +If you would like to contribute a patch to deck.js please do as much as you can of the following: + +- Add or amend Jasmine tests. +- Add inline documentation. +- If the standard snippet of an extension changes, please change it in both the introduction deck and the snippet html in the extension folder. +- If the API changes, it would be awesome to receive a parallel pull request to the gh-pages branch which updates the public-facing documentation. + +## License + +Copyright (c) 2011-2014 Caleb Troughton + +Licensed under the [MIT license](https://github.com/imakewebthings/deck.js/blob/master/MIT-license.txt) + +## Donations + +[![Gittip donate +button](http://img.shields.io/gittip/imakewebthings.png)](https://www.gittip.com/imakewebthings/ "Donate weekly to this project using Gittip") diff --git a/html_slides/coverage/core/deck.core.css b/html_slides/coverage/core/deck.core.css new file mode 100644 index 0000000..da619cb --- /dev/null +++ b/html_slides/coverage/core/deck.core.css @@ -0,0 +1,60 @@ +html, body { + height: 100%; + padding: 0; + margin: 0; +} + +.deck-container { + position: relative; + min-height: 100%; + margin: 0 auto; + overflow: hidden; + overflow-y: auto; +} +.js .deck-container { + visibility: hidden; +} +.ready .deck-container { + visibility: visible; +} +.touch .deck-container { + -webkit-text-size-adjust: none; + -moz-text-size-adjust: none; +} + +.deck-loading { + display: none; +} + +.slide { + width: auto; + min-height: 100%; + position: relative; +} + +.deck-before, .deck-previous, .deck-next, .deck-after { + position: absolute; + left: -999em; + top: -999em; +} + +.deck-current { + z-index: 2; +} + +.slide .slide { + visibility: hidden; + position: static; + min-height: 0; +} + +.deck-child-current { + position: static; + z-index: 2; +} +.deck-child-current .slide { + visibility: hidden; +} +.deck-child-current .deck-previous, .deck-child-current .deck-before, .deck-child-current .deck-current { + visibility: visible; +} diff --git a/html_slides/coverage/core/deck.core.js b/html_slides/coverage/core/deck.core.js new file mode 100644 index 0000000..a8adefe --- /dev/null +++ b/html_slides/coverage/core/deck.core.js @@ -0,0 +1,748 @@ +/*! +Deck JS - deck.core +Copyright (c) 2011-2014 Caleb Troughton +Dual licensed under the MIT license. +https://github.com/imakewebthings/deck.js/blob/master/MIT-license.txt +*/ + +/* +The deck.core module provides all the basic functionality for creating and +moving through a deck. It does so by applying classes to indicate the state of +the deck and its slides, allowing CSS to take care of the visual representation +of each state. It also provides methods for navigating the deck and inspecting +its state, as well as basic key bindings for going to the next and previous +slides. More functionality is provided by wholly separate extension modules +that use the API provided by core. +*/ +(function($, undefined) { + var slides, currentIndex, $container, $fragmentLinks; + + var events = { + /* + This event fires at the beginning of a slide change, before the actual + change occurs. Its purpose is to give extension authors a way to prevent + the slide change from occuring. This is done by calling preventDefault + on the event object within this event. If that is done, the deck.change + event will never be fired and the slide will not change. + */ + beforeChange: 'deck.beforeChange', + + /* + This event fires whenever the current slide changes, whether by way of + next, prev, or go. The callback function is passed two parameters, from + and to, equal to the indices of the old slide and the new slide + respectively. If preventDefault is called on the event within this handler + the slide change does not occur. + + $(document).bind('deck.change', function(event, from, to) { + alert('Moving from slide ' + from + ' to ' + to); + }); + */ + change: 'deck.change', + + /* + This event fires at the beginning of deck initialization. This event makes + a good hook for preprocessing extensions looking to modify the DOM before + the deck is fully initialized. It is also possible to halt the deck.init + event from firing while you do things in beforeInit. This can be done by + calling lockInit on the event object passed to this event. The init can be + released by calling releaseInit. + + $(document).bind('deck.beforeInit', function(event) { + event.lockInit(); // halts deck.init event + window.setTimeout(function() { + event.releaseInit(); // deck.init will now fire 2 seconds later + }, 2000); + }); + + The init event will be fired regardless of locks after + options.initLockTimeout milliseconds. + */ + beforeInitialize: 'deck.beforeInit', + + /* + This event fires at the end of deck initialization. Extensions should + implement any code that relies on user extensible options (key bindings, + element selectors, classes) within a handler for this event. Native + events associated with Deck JS should be scoped under a .deck event + namespace, as with the example below: + + var $d = $(document); + $.deck.defaults.keys.myExtensionKeycode = 70; // 'h' + $d.bind('deck.init', function() { + $d.bind('keydown.deck', function(event) { + if (event.which === $.deck.getOptions().keys.myExtensionKeycode) { + // Rock out + } + }); + }); + */ + initialize: 'deck.init' + }; + + var options = {}; + var $document = $(document); + var $window = $(window); + var stopPropagation = function(event) { + event.stopPropagation(); + }; + + var updateContainerState = function() { + var oldIndex = $container.data('onSlide'); + $container.removeClass(options.classes.onPrefix + oldIndex); + $container.addClass(options.classes.onPrefix + currentIndex); + $container.data('onSlide', currentIndex); + }; + + var updateChildCurrent = function() { + var $oldCurrent = $('.' + options.classes.current); + var $oldParents = $oldCurrent.parentsUntil(options.selectors.container); + var $newCurrent = slides[currentIndex]; + var $newParents = $newCurrent.parentsUntil(options.selectors.container); + $oldParents.removeClass(options.classes.childCurrent); + $newParents.addClass(options.classes.childCurrent); + }; + + var removeOldSlideStates = function() { + var $all = $(); + $.each(slides, function(i, el) { + $all = $all.add(el); + }); + $all.removeClass([ + options.classes.before, + options.classes.previous, + options.classes.current, + options.classes.next, + options.classes.after + ].join(' ')); + }; + + var addNewSlideStates = function() { + slides[currentIndex].addClass(options.classes.current); + if (currentIndex > 0) { + slides[currentIndex-1].addClass(options.classes.previous); + } + if (currentIndex + 1 < slides.length) { + slides[currentIndex+1].addClass(options.classes.next); + } + if (currentIndex > 1) { + $.each(slides.slice(0, currentIndex - 1), function(i, $slide) { + $slide.addClass(options.classes.before); + }); + } + if (currentIndex + 2 < slides.length) { + $.each(slides.slice(currentIndex+2), function(i, $slide) { + $slide.addClass(options.classes.after); + }); + } + }; + + var setAriaHiddens = function() { + $(options.selectors.slides).each(function() { + var $slide = $(this); + var isSub = $slide.closest('.' + options.classes.childCurrent).length; + var isBefore = $slide.hasClass(options.classes.before) && !isSub; + var isPrevious = $slide.hasClass(options.classes.previous) && !isSub; + var isNext = $slide.hasClass(options.classes.next); + var isAfter = $slide.hasClass(options.classes.after); + var ariaHiddenValue = isBefore || isPrevious || isNext || isAfter; + $slide.attr('aria-hidden', ariaHiddenValue); + }); + }; + + var updateStates = function() { + updateContainerState(); + updateChildCurrent(); + removeOldSlideStates(); + addNewSlideStates(); + if (options.setAriaHiddens) { + setAriaHiddens(); + } + }; + + var initSlidesArray = function(elements) { + if ($.isArray(elements)) { + $.each(elements, function(i, element) { + slides.push($(element)); + }); + } + else { + $(elements).each(function(i, element) { + slides.push($(element)); + }); + } + }; + + var bindKeyEvents = function() { + var editables = [ + 'input', + 'textarea', + 'select', + 'button', + 'meter', + 'progress', + '[contentEditable]' + ].join(', '); + + $document.unbind('keydown.deck').bind('keydown.deck', function(event) { + var isNext = event.which === options.keys.next; + var isPrev = event.which === options.keys.previous; + isNext = isNext || $.inArray(event.which, options.keys.next) > -1; + isPrev = isPrev || $.inArray(event.which, options.keys.previous) > -1; + + if (isNext) { + methods.next(); + event.preventDefault(); + } + else if (isPrev) { + methods.prev(); + event.preventDefault(); + } + }); + + $document.undelegate(editables, 'keydown.deck', stopPropagation); + $document.delegate(editables, 'keydown.deck', stopPropagation); + }; + + var bindTouchEvents = function() { + var startTouch; + var direction = options.touch.swipeDirection; + var tolerance = options.touch.swipeTolerance; + var listenToHorizontal = ({ both: true, horizontal: true })[direction]; + var listenToVertical = ({ both: true, vertical: true })[direction]; + + $container.unbind('touchstart.deck'); + $container.bind('touchstart.deck', function(event) { + if (!startTouch) { + startTouch = $.extend({}, event.originalEvent.targetTouches[0]); + } + }); + + $container.unbind('touchmove.deck'); + $container.bind('touchmove.deck', function(event) { + $.each(event.originalEvent.changedTouches, function(i, touch) { + if (!startTouch || touch.identifier !== startTouch.identifier) { + return true; + } + var xDistance = touch.screenX - startTouch.screenX; + var yDistance = touch.screenY - startTouch.screenY; + var leftToRight = xDistance > tolerance && listenToHorizontal; + var rightToLeft = xDistance < -tolerance && listenToHorizontal; + var topToBottom = yDistance > tolerance && listenToVertical; + var bottomToTop = yDistance < -tolerance && listenToVertical; + + if (leftToRight || topToBottom) { + $.deck('prev'); + startTouch = undefined; + } + else if (rightToLeft || bottomToTop) { + $.deck('next'); + startTouch = undefined; + } + return false; + }); + + if (listenToVertical) { + event.preventDefault(); + } + }); + + $container.unbind('touchend.deck'); + $container.bind('touchend.deck', function(event) { + $.each(event.originalEvent.changedTouches, function(i, touch) { + if (startTouch && touch.identifier === startTouch.identifier) { + startTouch = undefined; + } + }); + }); + }; + + var indexInBounds = function(index) { + return typeof index === 'number' && index >=0 && index < slides.length; + }; + + var createBeforeInitEvent = function() { + var event = $.Event(events.beforeInitialize); + event.locks = 0; + event.done = $.noop; + event.lockInit = function() { + ++event.locks; + }; + event.releaseInit = function() { + --event.locks; + if (!event.locks) { + event.done(); + } + }; + return event; + }; + + var goByHash = function(str) { + var id = str.substr(str.indexOf("#") + 1); + + $.each(slides, function(i, $slide) { + if ($slide.attr('id') === id) { + $.deck('go', i); + return false; + } + }); + + // If we don't set these to 0 the container scrolls due to hashchange + if (options.preventFragmentScroll) { + $.deck('getContainer').scrollLeft(0).scrollTop(0); + } + }; + + var assignSlideId = function(i, $slide) { + var currentId = $slide.attr('id'); + var previouslyAssigned = $slide.data('deckAssignedId') === currentId; + if (!currentId || previouslyAssigned) { + $slide.attr('id', options.hashPrefix + i); + $slide.data('deckAssignedId', options.hashPrefix + i); + } + }; + + var removeContainerHashClass = function(id) { + $container.removeClass(options.classes.onPrefix + id); + }; + + var addContainerHashClass = function(id) { + $container.addClass(options.classes.onPrefix + id); + }; + + var setupHashBehaviors = function() { + $fragmentLinks = $(); + $.each(slides, function(i, $slide) { + var hash; + + assignSlideId(i, $slide); + hash = '#' + $slide.attr('id'); + if (hash === window.location.hash) { + setTimeout(function() { + $.deck('go', i); + }, 1); + } + $fragmentLinks = $fragmentLinks.add('a[href="' + hash + '"]'); + }); + + if (slides.length) { + addContainerHashClass($.deck('getSlide').attr('id')); + }; + }; + + var changeHash = function(from, to) { + var hash = '#' + $.deck('getSlide', to).attr('id'); + var hashPath = window.location.href.replace(/#.*/, '') + hash; + + removeContainerHashClass($.deck('getSlide', from).attr('id')); + addContainerHashClass($.deck('getSlide', to).attr('id')); + if (Modernizr.history) { + window.history.replaceState({}, "", hashPath); + } + }; + + /* Methods exposed in the jQuery.deck namespace */ + var methods = { + + /* + jQuery.deck(selector, options) + + selector: string | jQuery | array + options: object, optional + + Initializes the deck, using each element matched by selector as a slide. + May also be passed an array of string selectors or jQuery objects, in + which case each selector in the array is considered a slide. The second + parameter is an optional options object which will extend the default + values. + + Users may also pass only an options object to init. In this case the slide + selector will be options.selectors.slides which defaults to .slide. + + $.deck('.slide'); + + or + + $.deck([ + '#first-slide', + '#second-slide', + '#etc' + ]); + */ + init: function(opts) { + var beforeInitEvent = createBeforeInitEvent(); + var overrides = opts; + + if (!$.isPlainObject(opts)) { + overrides = arguments[1] || {}; + $.extend(true, overrides, { + selectors: { + slides: arguments[0] + } + }); + } + + options = $.extend(true, {}, $.deck.defaults, overrides); + slides = []; + currentIndex = 0; + $container = $(options.selectors.container); + + // Hide the deck while states are being applied to kill transitions + $container.addClass(options.classes.loading); + + // populate the array of slides for pre-init + initSlidesArray(options.selectors.slides); + // Pre init event for preprocessing hooks + beforeInitEvent.done = function() { + // re-populate the array of slides + slides = []; + initSlidesArray(options.selectors.slides); + setupHashBehaviors(); + bindKeyEvents(); + bindTouchEvents(); + $container.scrollLeft(0).scrollTop(0); + + if (slides.length) { + updateStates(); + } + + // Show deck again now that slides are in place + $container.removeClass(options.classes.loading); + $document.trigger(events.initialize); + }; + + $document.trigger(beforeInitEvent); + if (!beforeInitEvent.locks) { + beforeInitEvent.done(); + } + window.setTimeout(function() { + if (beforeInitEvent.locks) { + if (window.console) { + window.console.warn('Something locked deck initialization\ + without releasing it before the timeout. Proceeding with\ + initialization anyway.'); + } + beforeInitEvent.done(); + } + }, options.initLockTimeout); + }, + + /* + jQuery.deck('go', index) + + index: integer | string + + Moves to the slide at the specified index if index is a number. Index is + 0-based, so $.deck('go', 0); will move to the first slide. If index is a + string this will move to the slide with the specified id. If index is out + of bounds or doesn't match a slide id the call is ignored. + */ + go: function(indexOrId) { + var beforeChangeEvent = $.Event(events.beforeChange); + var index; + + /* Number index, easy. */ + if (indexInBounds(indexOrId)) { + index = indexOrId; + } + /* Id string index, search for it and set integer index */ + else if (typeof indexOrId === 'string') { + $.each(slides, function(i, $slide) { + if ($slide.attr('id') === indexOrId) { + index = i; + return false; + } + }); + } + if (typeof index === 'undefined') { + return; + } + + /* Trigger beforeChange. If nothing prevents the change, trigger + the slide change. */ + $document.trigger(beforeChangeEvent, [currentIndex, index]); + if (!beforeChangeEvent.isDefaultPrevented()) { + $document.trigger(events.change, [currentIndex, index]); + changeHash(currentIndex, index); + currentIndex = index; + updateStates(); + } + }, + + /* + jQuery.deck('next') + + Moves to the next slide. If the last slide is already active, the call + is ignored. + */ + next: function() { + methods.go(currentIndex+1); + }, + + /* + jQuery.deck('prev') + + Moves to the previous slide. If the first slide is already active, the + call is ignored. + */ + prev: function() { + methods.go(currentIndex-1); + }, + + /* + jQuery.deck('getSlide', index) + + index: integer, optional + + Returns a jQuery object containing the slide at index. If index is not + specified, the current slide is returned. + */ + getSlide: function(index) { + index = typeof index !== 'undefined' ? index : currentIndex; + if (!indexInBounds(index)) { + return null; + } + return slides[index]; + }, + + /* + jQuery.deck('getSlides') + + Returns all slides as an array of jQuery objects. + */ + getSlides: function() { + return slides; + }, + + /* + jQuery.deck('getTopLevelSlides') + + Returns all slides that are not subslides. + */ + getTopLevelSlides: function() { + var topLevelSlides = []; + var slideSelector = options.selectors.slides; + var subSelector = [slideSelector, slideSelector].join(' '); + $.each(slides, function(i, $slide) { + if (!$slide.is(subSelector)) { + topLevelSlides.push($slide); + } + }); + return topLevelSlides; + }, + + /* + jQuery.deck('getNestedSlides', index) + + index: integer, optional + + Returns all the nested slides of the current slide. If index is + specified it returns the nested slides of the slide at that index. + If there are no nested slides this will return an empty array. + */ + getNestedSlides: function(index) { + var targetIndex = index == null ? currentIndex : index; + var $targetSlide = $.deck('getSlide', targetIndex); + var $nesteds = $targetSlide.find(options.selectors.slides); + var nesteds = $nesteds.get(); + return $.map(nesteds, function(slide, i) { + return $(slide); + }); + }, + + + /* + jQuery.deck('getContainer') + + Returns a jQuery object containing the deck container as defined by the + container option. + */ + getContainer: function() { + return $container; + }, + + /* + jQuery.deck('getOptions') + + Returns the options object for the deck, including any overrides that + were defined at initialization. + */ + getOptions: function() { + return options; + }, + + /* + jQuery.deck('extend', name, method) + + name: string + method: function + + Adds method to the deck namespace with the key of name. This doesn’t + give access to any private member data — public methods must still be + used within method — but lets extension authors piggyback on the deck + namespace rather than pollute jQuery. + + $.deck('extend', 'alert', function(msg) { + alert(msg); + }); + + // Alerts 'boom' + $.deck('alert', 'boom'); + */ + extend: function(name, method) { + methods[name] = method; + } + }; + + /* jQuery extension */ + $.deck = function(method, arg) { + var args = Array.prototype.slice.call(arguments, 1); + if (methods[method]) { + return methods[method].apply(this, args); + } + else { + return methods.init(method, arg); + } + }; + + /* + The default settings object for a deck. All deck extensions should extend + this object to add defaults for any of their options. + + options.classes.after + This class is added to all slides that appear after the 'next' slide. + + options.classes.before + This class is added to all slides that appear before the 'previous' + slide. + + options.classes.childCurrent + This class is added to all elements in the DOM tree between the + 'current' slide and the deck container. For standard slides, this is + mostly seen and used for nested slides. + + options.classes.current + This class is added to the current slide. + + options.classes.loading + This class is applied to the deck container during loading phases and is + primarily used as a way to short circuit transitions between states + where such transitions are distracting or unwanted. For example, this + class is applied during deck initialization and then removed to prevent + all the slides from appearing stacked and transitioning into place + on load. + + options.classes.next + This class is added to the slide immediately following the 'current' + slide. + + options.classes.onPrefix + This prefix, concatenated with the current slide index, is added to the + deck container as you change slides. + + options.classes.previous + This class is added to the slide immediately preceding the 'current' + slide. + + options.selectors.container + Elements matched by this CSS selector will be considered the deck + container. The deck container is used to scope certain states of the + deck, as with the onPrefix option, or with extensions such as deck.goto + and deck.menu. + + options.selectors.slides + Elements matched by this selector make up the individual deck slides. + If a user chooses to pass the slide selector as the first argument to + $.deck() on initialization it does the same thing as passing in this + option and this option value will be set to the value of that parameter. + + options.keys.next + The numeric keycode used to go to the next slide. + + options.keys.previous + The numeric keycode used to go to the previous slide. + + options.touch.swipeDirection + The direction swipes occur to cause slide changes. Can be 'horizontal', + 'vertical', or 'both'. Any other value or a falsy value will disable + swipe gestures for navigation. + + options.touch.swipeTolerance + The number of pixels the users finger must travel to produce a swipe + gesture. + + options.initLockTimeout + The number of milliseconds the init event will wait for BeforeInit event + locks to be released before firing the init event regardless. + + options.hashPrefix + Every slide that does not have an id is assigned one at initialization. + Assigned ids take the form of hashPrefix + slideIndex, e.g., slide-0, + slide-12, etc. + + options.preventFragmentScroll + When deep linking to a hash of a nested slide, this scrolls the deck + container to the top, undoing the natural browser behavior of scrolling + to the document fragment on load. + + options.setAriaHiddens + When set to true, deck.js will set aria hidden attributes for slides + that do not appear onscreen according to a typical heirarchical + deck structure. You may want to turn this off if you are using a theme + where slides besides the current slide are visible on screen and should + be accessible to screenreaders. + */ + $.deck.defaults = { + classes: { + after: 'deck-after', + before: 'deck-before', + childCurrent: 'deck-child-current', + current: 'deck-current', + loading: 'deck-loading', + next: 'deck-next', + onPrefix: 'on-slide-', + previous: 'deck-previous' + }, + + selectors: { + container: '.deck-container', + slides: '.slide' + }, + + keys: { + // enter, space, page down, right arrow, down arrow, + next: [13, 32, 34, 39, 40], + // backspace, page up, left arrow, up arrow + previous: [8, 33, 37, 38] + }, + + touch: { + swipeDirection: 'horizontal', + swipeTolerance: 60 + }, + + initLockTimeout: 10000, + hashPrefix: 'slide-', + preventFragmentScroll: true, + setAriaHiddens: true + }; + + $document.ready(function() { + $('html').addClass('ready'); + }); + + $window.bind('hashchange.deck', function(event) { + if (event.originalEvent && event.originalEvent.newURL) { + goByHash(event.originalEvent.newURL); + } + else { + goByHash(window.location.hash); + } + }); + + $window.bind('load.deck', function() { + if (options.preventFragmentScroll) { + $container.scrollLeft(0).scrollTop(0); + } + }); +})(jQuery); diff --git a/html_slides/coverage/core/deck.core.scss b/html_slides/coverage/core/deck.core.scss new file mode 100755 index 0000000..baab0fd --- /dev/null +++ b/html_slides/coverage/core/deck.core.scss @@ -0,0 +1,65 @@ +html, body { + height:100%; + padding:0; + margin:0; +} + +.deck-container { + position:relative; + min-height:100%; + margin:0 auto; + overflow:hidden; + overflow-y:auto; + + .js & { + visibility:hidden; + } + + .ready & { + visibility:visible; + } + + .touch & { + -webkit-text-size-adjust:none; + -moz-text-size-adjust:none; + } +} + +.deck-loading { + display:none; +} + +.slide { + width:auto; + min-height:100%; + position:relative; +} + +.deck-before, .deck-previous, .deck-next, .deck-after { + position:absolute; + left:-999em; + top:-999em; +} + +.deck-current { + z-index:2; +} + +.slide .slide { + visibility:hidden; + position:static; + min-height:0; +} + +.deck-child-current { + position:static; + z-index:2; + + .slide { + visibility:hidden; + } + + .deck-previous, .deck-before, .deck-current { + visibility:visible; + } +} \ No newline at end of file diff --git a/html_slides/coverage/core/print.css b/html_slides/coverage/core/print.css new file mode 100644 index 0000000..0230f4c --- /dev/null +++ b/html_slides/coverage/core/print.css @@ -0,0 +1,25 @@ +body { + font-size: 18pt; +} + +h1 { + font-size: 48pt; +} + +h2 { + font-size: 36pt; +} + +h3 { + font-size: 28pt; +} + +pre { + border: 1px solid #000; + padding: 10px; + white-space: pre-wrap; +} + +.deck-container > .slide { + page-break-after: always; +} diff --git a/html_slides/coverage/core/print.scss b/html_slides/coverage/core/print.scss new file mode 100644 index 0000000..02acd4b --- /dev/null +++ b/html_slides/coverage/core/print.scss @@ -0,0 +1,14 @@ +body { font-size:18pt; } +h1 { font-size:48pt; } +h2 { font-size:36pt; } +h3 { font-size:28pt; } + +pre { + border:1px solid #000; + padding:10px; + white-space:pre-wrap; +} + +.deck-container > .slide { + page-break-after: always; +} diff --git a/html_slides/coverage/extensions/goto/deck.goto.css b/html_slides/coverage/extensions/goto/deck.goto.css new file mode 100644 index 0000000..935574a --- /dev/null +++ b/html_slides/coverage/extensions/goto/deck.goto.css @@ -0,0 +1,36 @@ +.goto-form { + position: absolute; + z-index: 3; + bottom: 10px; + left: 50%; + height: 1.75em; + margin: 0 0 0 -9.125em; + line-height: 1.75em; + padding: 0.625em; + display: none; + background: #ccc; + overflow: hidden; + border-radius: 10px; +} +.goto-form label { + font-weight: bold; +} +.goto-form label, .goto-form input { + display: inline-block; + font-family: inherit; +} +.deck-goto .goto-form { + display: block; +} + +#goto-slide { + width: 8.375em; + margin: 0 0.625em; + height: 1.4375em; +} + +@media print { + .goto-form, #goto-slide { + display: none; + } +} diff --git a/html_slides/coverage/extensions/goto/deck.goto.html b/html_slides/coverage/extensions/goto/deck.goto.html new file mode 100644 index 0000000..4b73998 --- /dev/null +++ b/html_slides/coverage/extensions/goto/deck.goto.html @@ -0,0 +1,7 @@ + +
      + + + + + \ No newline at end of file diff --git a/html_slides/coverage/extensions/goto/deck.goto.js b/html_slides/coverage/extensions/goto/deck.goto.js new file mode 100644 index 0000000..6a90f16 --- /dev/null +++ b/html_slides/coverage/extensions/goto/deck.goto.js @@ -0,0 +1,190 @@ +/*! +Deck JS - deck.goto +Copyright (c) 2011-2014 Caleb Troughton +Dual licensed under the MIT license. +https://github.com/imakewebthings/deck.js/blob/master/MIT-license.txt +*/ + +/* +This module adds the necessary methods and key bindings to show and hide a form +for jumping to any slide number/id in the deck (and processes that form +accordingly). The form-showing state is indicated by the presence of a class on +the deck container. +*/ +(function($, undefined) { + var $document = $(document); + var rootCounter; + + var bindKeyEvents = function() { + $document.unbind('keydown.deckgoto'); + $document.bind('keydown.deckgoto', function(event) { + var key = $.deck('getOptions').keys.goto; + if (event.which === key || $.inArray(event.which, key) > -1) { + event.preventDefault(); + $.deck('toggleGoTo'); + } + }); + }; + + var populateDatalist = function() { + var options = $.deck('getOptions'); + var $datalist = $(options.selectors.gotoDatalist); + + $.each($.deck('getSlides'), function(i, $slide) { + var id = $slide.attr('id'); + if (id) { + $datalist.append('
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      <iframe src="http://player.vimeo.com/video/1063136?title=0&amp;byline=0&amp;portrait=0" width="400" height="225" frameborder="0"></iframe>
      + + +
      +

      Digging Deeper

      +

      If you want to learn about making your own themes, extending deck.js, and more, check out the documentation.

      +
      + + +
      + ← + → +
      + + +

      + + / + +

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      <iframe src="http://player.vimeo.com/video/1063136?title=0&amp;byline=0&amp;portrait=0" width="400" height="225" frameborder="0"></iframe>
      + + +
      +

      Digging Deeper

      +

      If you want to learn about making your own themes, extending deck.js, and more, check out the documentation.

      +
      + + +
      + ← + → +
      + + +

      + + / + +

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      <Thank You!>

      +

      Important contact information goes here.

      +
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      + +

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zBC50hU^l72kCjRa)qH{s=QxyqRWHo_&*8JsC18BHxFnN`1)pW6W%GI*)!w!F59PXK zD4E|qJ&ZR5@E?#-O)IGUCq&X0nEh2MeQtrH;cmyNSv!t@+vI;x_7R~R%ww461z(kR z+&KJ_vyS33ZfE~fjVX94BwsET$)t&2p4@h#)Kva~S^1g&GVTAsyj$8giqKab^e*(_ zWheB>PPIi&_dnerK)D&vRhCKRip`kp9U@1Ifs#4aX0Gx7aE{2BO92Rq#KBJyiKn)+ z#k9n#{{*rv|C|&b3)AWE0toirc|bS-gtK|QRQx~PQQ*f~Bzu%T9fb6S-~uyRHHN)= zini*t|A}`YDWbO^i-GZxC0fv slide[hidden] { + display: none !important; +} + +/* line 86, ../scss/_base.scss */ +slides { + width: 100%; + height: 100%; + position: absolute; + left: 0; + top: 0; + -moz-transform: translate3d(0, 0, 0); + -ms-transform: translate3d(0, 0, 0); + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); + -moz-perspective: 1000; + -webkit-perspective: 1000; + perspective: 1000; + -moz-transform-style: preserve-3d; + -webkit-transform-style: preserve-3d; + transform-style: preserve-3d; + -moz-transition: opacity 800ms ease-in 100ms; + -o-transition: opacity 800ms ease-in 100ms; + -webkit-transition: opacity 800ms ease-in; + -webkit-transition-delay: 100ms; + transition: opacity 800ms ease-in 100ms; +} + +/* line 98, ../scss/_base.scss */ +slides > slide { + display: block; + position: absolute; + overflow: hidden; + left: 50%; + top: 50%; + -moz-box-sizing: border-box; + -webkit-box-sizing: border-box; + box-sizing: border-box; +} + +/* Slide styles */ +/*article.fill iframe { + position: absolute; + left: 0; + top: 0; + width: 100%; + height: 100%; + + border: 0; + margin: 0; + + @include border-radius(10px); + + z-index: -1; +} + +slide.fill { + background-repeat: no-repeat; + @include background-size(cover); +} + +slide.fill img { + position: absolute; + left: 0; + top: 0; + min-width: 100%; + min-height: 100%; + + z-index: -1; +} +*/ +/** + * Theme Styles + */ +/* line 22, ../scss/default.scss */ +::selection { + color: white; + background-color: #ffd14d; + text-shadow: none; +} + +/* line 28, ../scss/default.scss */ +::-webkit-scrollbar { + height: 16px; + overflow: visible; + width: 16px; +} + +/* line 33, ../scss/default.scss */ +::-webkit-scrollbar-thumb { + background-color: rgba(0, 0, 0, 0.1); + background-clip: padding-box; + border: solid transparent; + min-height: 28px; + padding: 100px 0 0; + -moz-box-shadow: inset 1px 1px 0 rgba(0, 0, 0, 0.1), inset 0 -1px 0 rgba(0, 0, 0, 0.07); + -webkit-box-shadow: inset 1px 1px 0 rgba(0, 0, 0, 0.1), inset 0 -1px 0 rgba(0, 0, 0, 0.07); + box-shadow: inset 1px 1px 0 rgba(0, 0, 0, 0.1), inset 0 -1px 0 rgba(0, 0, 0, 0.07); + border-width: 1px 1px 1px 6px; +} + +/* line 42, ../scss/default.scss */ +::-webkit-scrollbar-thumb:hover { + background-color: rgba(0, 0, 0, 0.5); +} + +/* line 45, ../scss/default.scss */ +::-webkit-scrollbar-button { + height: 0; + width: 0; +} + +/* line 49, ../scss/default.scss */ +::-webkit-scrollbar-track { + background-clip: padding-box; + border: solid transparent; + border-width: 0 0 0 4px; +} + +/* line 54, ../scss/default.scss */ +::-webkit-scrollbar-corner { + background: transparent; +} + +/* line 58, ../scss/default.scss */ +body { + background: black; +} + +/* line 62, ../scss/default.scss */ +slides > slide { + display: none; + font-family: 'Open Sans', Arial, sans-serif; + font-size: 26px; + color: #797979; + width: 900px; + height: 700px; + margin-left: -450px; + margin-top: -350px; + padding: 40px 60px; + -moz-border-radius: 5px; + -webkit-border-radius: 5px; + border-radius: 5px; + -moz-transition: all 0.6s ease-in-out; + -o-transition: all 0.6s ease-in-out; + -webkit-transition: all 0.6s ease-in-out; + transition: all 0.6s ease-in-out; +} +/* line 83, ../scss/default.scss */ +slides > slide.far-past { + display: none; +} +/* line 90, ../scss/default.scss */ +slides > slide.past { + display: block; + opacity: 0; +} +/* line 97, ../scss/default.scss */ +slides > slide.current { + display: block; + opacity: 1; +} +/* line 103, ../scss/default.scss */ +slides > slide.current .auto-fadein { + opacity: 1; +} +/* line 107, ../scss/default.scss */ +slides > slide.current .gdbar { + -moz-background-size: 100% 100%; + -o-background-size: 100% 100%; + -webkit-background-size: 100% 100%; + background-size: 100% 100%; +} +/* line 112, ../scss/default.scss */ +slides > slide.next { + display: block; + opacity: 0; + pointer-events: none; +} +/* line 120, ../scss/default.scss */ +slides > slide.far-next { + display: none; +} +/* line 127, ../scss/default.scss */ +slides > slide.dark { + background: #515151 !important; +} +/* line 135, ../scss/default.scss */ +slides > slide:not(.nobackground):before { + font-size: 12pt; + content: ""; + position: absolute; + bottom: 20px; + left: 60px; + -moz-background-size: 30px 30px; + -o-background-size: 30px 30px; + -webkit-background-size: 30px 30px; + background-size: 30px 30px; + padding-left: 40px; + height: 30px; + line-height: 1.9; +} +/* line 147, ../scss/default.scss */ +slides > slide:not(.nobackground):after { + font-size: 12pt; + content: attr(data-slide-num) "/" attr(data-total-slides); + position: absolute; + bottom: 20px; + right: 60px; + line-height: 1.9; +} +/* line 158, ../scss/default.scss */ +slides > slide.title-slide:after { + content: ''; + position: absolute; + bottom: 40px; + right: 40px; + width: 100%; + height: 60px; +} +/* line 170, ../scss/default.scss */ +slides > slide.backdrop { + z-index: -10; + display: block !important; + background: url('data:image/svg+xml;base64,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'); + background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(0%, #ffffff), color-stop(85%, #ffffff), color-stop(100%, #e6e6e6)); + background: -moz-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6); + background: -webkit-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6); + background: linear-gradient(#ffffff, #ffffff 85%, #e6e6e6); + background-color: white; +} +/* line 175, ../scss/default.scss */ +slides > slide.backdrop:after, slides > slide.backdrop:before { + display: none; +} +/* line 180, ../scss/default.scss */ +slides > slide > hgroup + article { + margin-top: 45px; +} +/* line 184, ../scss/default.scss */ +slides > slide > hgroup + article.flexbox.vcenter, slides > slide > hgroup + article.flexbox.vleft, slides > slide > hgroup + article.flexbox.vright { + height: 80%; +} +/* line 189, ../scss/default.scss */ +slides > slide > hgroup + article p { + margin-bottom: 1em; +} +/* line 194, ../scss/default.scss */ +slides > slide > article:only-child { + height: 100%; +} +/* line 197, ../scss/default.scss */ +slides > slide > article:only-child > iframe { + height: 98%; +} + +/* line 203, ../scss/default.scss */ +slides.layout-faux-widescreen > slide { + padding: 40px 160px; +} + +/* line 212, ../scss/default.scss */ +slides.layout-widescreen > slide, +slides.layout-faux-widescreen > slide { + margin-left: -550px; + width: 1100px; +} +/* line 217, ../scss/default.scss */ +slides.layout-widescreen > slide.far-past, +slides.layout-faux-widescreen > slide.far-past { + display: block; + display: none; + -moz-transform: translate(-2260px); + -ms-transform: translate(-2260px); + -webkit-transform: translate(-2260px); + transform: translate(-2260px); + -moz-transform: translate3d(-2260px, 0, 0); + -ms-transform: translate3d(-2260px, 0, 0); + -webkit-transform: translate3d(-2260px, 0, 0); + transform: translate3d(-2260px, 0, 0); +} +/* line 224, ../scss/default.scss */ +slides.layout-widescreen > slide.past, +slides.layout-faux-widescreen > slide.past { + display: block; + opacity: 0; +} +/* line 231, ../scss/default.scss */ +slides.layout-widescreen > slide.current, +slides.layout-faux-widescreen > slide.current { + display: block; + opacity: 1; +} +/* line 238, ../scss/default.scss */ +slides.layout-widescreen > slide.next, +slides.layout-faux-widescreen > slide.next { + display: block; + opacity: 0; + pointer-events: none; +} +/* line 246, ../scss/default.scss */ +slides.layout-widescreen > slide.far-next, +slides.layout-faux-widescreen > slide.far-next { + display: block; + display: none; + -moz-transform: translate(2260px); + -ms-transform: translate(2260px); + -webkit-transform: translate(2260px); + transform: translate(2260px); + -moz-transform: translate3d(2260px, 0, 0); + -ms-transform: translate3d(2260px, 0, 0); + -webkit-transform: translate3d(2260px, 0, 0); + transform: translate3d(2260px, 0, 0); +} +/* line 253, ../scss/default.scss */ +slides.layout-widescreen #prev-slide-area, +slides.layout-faux-widescreen #prev-slide-area { + margin-left: -650px; +} +/* line 257, ../scss/default.scss */ +slides.layout-widescreen #next-slide-area, +slides.layout-faux-widescreen #next-slide-area { + margin-left: 550px; +} + +/* line 262, ../scss/default.scss */ +b { + font-weight: 600; +} + +/* line 266, ../scss/default.scss */ +a { + color: #2a7cdf; + text-decoration: none; + border-bottom: 1px solid rgba(42, 124, 223, 0.5); +} +/* line 271, ../scss/default.scss */ +a:hover { + color: black !important; +} + +/* line 276, ../scss/default.scss */ +h1, h2, h3 { + font-weight: 600; +} + +/* line 280, ../scss/default.scss */ +h2 { + font-size: 45px; + line-height: 45px; + letter-spacing: -2px; + color: #515151; +} + +/* line 287, ../scss/default.scss */ +h3 { + font-size: 30px; + letter-spacing: -1px; + line-height: 2; + font-weight: inherit; + color: #797979; +} + +/* line 295, ../scss/default.scss */ +ul { + margin-left: 1.2em; + margin-bottom: 1em; + position: relative; +} +/* line 300, ../scss/default.scss */ +ul li { + margin-bottom: 0.5em; +} +/* line 303, ../scss/default.scss */ +ul li ul { + margin-left: 2em; + margin-bottom: 0; +} +/* line 307, ../scss/default.scss */ +ul li ul li:before { + content: '-'; + font-weight: 600; +} +/* line 314, ../scss/default.scss */ +ul > li:before { + content: '\00B7'; + margin-left: -1em; + position: absolute; + font-weight: 600; +} +/* line 321, ../scss/default.scss */ +ul ul { + margin-top: .5em; +} + +/* line 328, ../scss/default.scss */ +.highlight-code slide.current pre > * { + opacity: 0.25; + -moz-transition: opacity 0.5s ease-in; + -o-transition: opacity 0.5s ease-in; + -webkit-transition: opacity 0.5s ease-in; + transition: opacity 0.5s ease-in; +} +/* line 332, ../scss/default.scss */ +.highlight-code slide.current b { + opacity: 1; +} + +/* line 337, ../scss/default.scss */ +pre { + font-family: 'Source Code Pro', 'Courier New', monospace; + font-size: 20px; + line-height: 28px; + padding: 10px 0 10px 60px; + letter-spacing: -1px; + margin-bottom: 20px; + width: 106%; + background-color: #e6e6e6; + left: -60px; + position: relative; + -moz-box-sizing: border-box; + -webkit-box-sizing: border-box; + box-sizing: border-box; + /*overflow: hidden;*/ +} +/* line 351, ../scss/default.scss */ +pre[data-lang]:after { + content: attr(data-lang); + background-color: #a9a9a9; + right: 0; + top: 0; + position: absolute; + font-size: 16pt; + color: white; + padding: 2px 25px; + text-transform: uppercase; +} + +/* line 364, ../scss/default.scss */ +pre[data-lang="go"] { + color: #333; +} + +/* line 368, ../scss/default.scss */ +code { + font-size: 95%; + font-family: 'Source Code Pro', 'Courier New', monospace; + color: black; +} + +/* line 374, ../scss/default.scss */ +iframe { + width: 100%; + height: 530px; + background: white; + border: 1px solid #e6e6e6; + -moz-box-sizing: border-box; + -webkit-box-sizing: border-box; + box-sizing: border-box; +} + +/* line 382, ../scss/default.scss */ +dt { + font-weight: bold; +} + +/* line 386, ../scss/default.scss */ +button { + display: inline-block; + background: url('data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiPz4gPHN2ZyB2ZXJzaW9uPSIxLjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PGRlZnM+PGxpbmVhckdyYWRpZW50IGlkPSJncmFkIiBncmFkaWVudFVuaXRzPSJvYmplY3RCb3VuZGluZ0JveCIgeDE9IjAuNSIgeTE9IjAuMCIgeDI9IjAuNSIgeTI9IjEuMCI+PHN0b3Agb2Zmc2V0PSI0MCUiIHN0b3AtY29sb3I9IiNmOWY5ZjkiLz48c3RvcCBvZmZzZXQ9IjcwJSIgc3RvcC1jb2xvcj0iI2UzZTNlMyIvPjwvbGluZWFyR3JhZGllbnQ+PC9kZWZzPjxyZWN0IHg9IjAiIHk9IjAiIHdpZHRoPSIxMDAlIiBoZWlnaHQ9IjEwMCUiIGZpbGw9InVybCgjZ3JhZCkiIC8+PC9zdmc+IA=='); + background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(40%, #f9f9f9), color-stop(70%, #e3e3e3)); + background: -moz-linear-gradient(#f9f9f9 40%, #e3e3e3 70%); + background: -webkit-linear-gradient(#f9f9f9 40%, #e3e3e3 70%); + background: linear-gradient(#f9f9f9 40%, #e3e3e3 70%); + border: 1px solid #a9a9a9; + -moz-border-radius: 3px; + -webkit-border-radius: 3px; + border-radius: 3px; + padding: 5px 8px; + outline: none; + white-space: nowrap; + -moz-user-select: -moz-none; + -ms-user-select: none; + -webkit-user-select: none; + user-select: none; + cursor: pointer; + text-shadow: 1px 1px #fff; + font-size: 10pt; +} + +/* line 400, ../scss/default.scss */ +button:not(:disabled):hover { + border-color: #515151; +} + +/* line 404, ../scss/default.scss */ +button:not(:disabled):active { + background: url('data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiPz4gPHN2ZyB2ZXJzaW9uPSIxLjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PGRlZnM+PGxpbmVhckdyYWRpZW50IGlkPSJncmFkIiBncmFkaWVudFVuaXRzPSJvYmplY3RCb3VuZGluZ0JveCIgeDE9IjAuNSIgeTE9IjAuMCIgeDI9IjAuNSIgeTI9IjEuMCI+PHN0b3Agb2Zmc2V0PSI0MCUiIHN0b3AtY29sb3I9IiNlM2UzZTMiLz48c3RvcCBvZmZzZXQ9IjcwJSIgc3RvcC1jb2xvcj0iI2Y5ZjlmOSIvPjwvbGluZWFyR3JhZGllbnQ+PC9kZWZzPjxyZWN0IHg9IjAiIHk9IjAiIHdpZHRoPSIxMDAlIiBoZWlnaHQ9IjEwMCUiIGZpbGw9InVybCgjZ3JhZCkiIC8+PC9zdmc+IA=='); + background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(40%, #e3e3e3), color-stop(70%, #f9f9f9)); + background: -moz-linear-gradient(#e3e3e3 40%, #f9f9f9 70%); + background: -webkit-linear-gradient(#e3e3e3 40%, #f9f9f9 70%); + background: linear-gradient(#e3e3e3 40%, #f9f9f9 70%); +} + +/* line 408, ../scss/default.scss */ +:disabled { + color: #a9a9a9; +} + +/* line 412, ../scss/default.scss */ +.blue { + color: #4387fd; +} + +/* line 415, ../scss/default.scss */ +.blue2 { + color: #3c8ef3; +} + +/* line 418, ../scss/default.scss */ +.blue3 { + color: #2a7cdf; +} + +/* line 421, ../scss/default.scss */ +.yellow { + color: #ffd14d; +} + +/* line 424, ../scss/default.scss */ +.yellow2 { + color: #f9cc46; +} + +/* line 427, ../scss/default.scss */ +.yellow3 { + color: #f6c000; +} + +/* line 430, ../scss/default.scss */ +.green { + color: #0da861; +} + +/* line 433, ../scss/default.scss */ +.green2 { + color: #00a86d; +} + +/* line 436, ../scss/default.scss */ +.green3 { + color: #009f5d; +} + +/* line 439, ../scss/default.scss */ +.red { + color: #f44a3f; +} + +/* line 442, ../scss/default.scss */ +.red2 { + color: #e0543e; +} + +/* line 445, ../scss/default.scss */ +.red3 { + color: #d94d3a; +} + +/* line 448, ../scss/default.scss */ +.gray { + color: #e6e6e6; +} + +/* line 451, ../scss/default.scss */ +.gray2 { + color: #a9a9a9; +} + +/* line 454, ../scss/default.scss */ +.gray3 { + color: #797979; +} + +/* line 457, ../scss/default.scss */ +.gray4 { + color: #515151; +} + +/* line 461, ../scss/default.scss */ +.white { + color: white !important; +} + +/* line 464, ../scss/default.scss */ +.black { + color: black !important; +} + +/* line 468, ../scss/default.scss */ +.columns-2 { + -moz-column-count: 2; + -webkit-column-count: 2; + column-count: 2; +} + +/* line 472, ../scss/default.scss */ +table { + width: 100%; + border-collapse: -moz-initial; + border-collapse: initial; + border-spacing: 2px; + border-bottom: 1px solid #797979; +} +/* line 479, ../scss/default.scss */ +table tr > td:first-child, table th { + font-weight: 600; + color: #515151; +} +/* line 484, ../scss/default.scss */ +table tr:nth-child(odd) { + background-color: #e6e6e6; +} +/* line 488, ../scss/default.scss */ +table th { + color: white; + font-size: 18px; + background: url('data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiPz4gPHN2ZyB2ZXJzaW9uPSIxLjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PGRlZnM+PGxpbmVhckdyYWRpZW50IGlkPSJncmFkIiBncmFkaWVudFVuaXRzPSJvYmplY3RCb3VuZGluZ0JveCIgeDE9IjAuNSIgeTE9IjAuMCIgeDI9IjAuNSIgeTI9IjEuMCI+PHN0b3Agb2Zmc2V0PSI0MCUiIHN0b3AtY29sb3I9IiM0Mzg3ZmQiLz48c3RvcCBvZmZzZXQ9IjgwJSIgc3RvcC1jb2xvcj0iIzJhN2NkZiIvPjwvbGluZWFyR3JhZGllbnQ+PC9kZWZzPjxyZWN0IHg9IjAiIHk9IjAiIHdpZHRoPSIxMDAlIiBoZWlnaHQ9IjEwMCUiIGZpbGw9InVybCgjZ3JhZCkiIC8+PC9zdmc+IA==') no-repeat; + background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(40%, #4387fd), color-stop(80%, #2a7cdf)) no-repeat; + background: -moz-linear-gradient(top, #4387fd 40%, #2a7cdf 80%) no-repeat; + background: -webkit-linear-gradient(top, #4387fd 40%, #2a7cdf 80%) no-repeat; + background: linear-gradient(to bottom, #4387fd 40%, #2a7cdf 80%) no-repeat; +} +/* line 494, ../scss/default.scss */ +table td, table th { + font-size: 18px; + padding: 1em 0.5em; +} +/* line 499, ../scss/default.scss */ +table td.highlight { + color: #515151; + background: url('data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiPz4gPHN2ZyB2ZXJzaW9uPSIxLjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PGRlZnM+PGxpbmVhckdyYWRpZW50IGlkPSJncmFkIiBncmFkaWVudFVuaXRzPSJvYmplY3RCb3VuZGluZ0JveCIgeDE9IjAuNSIgeTE9IjAuMCIgeDI9IjAuNSIgeTI9IjEuMCI+PHN0b3Agb2Zmc2V0PSI0MCUiIHN0b3AtY29sb3I9IiNmZmQxNGQiLz48c3RvcCBvZmZzZXQ9IjgwJSIgc3RvcC1jb2xvcj0iI2Y2YzAwMCIvPjwvbGluZWFyR3JhZGllbnQ+PC9kZWZzPjxyZWN0IHg9IjAiIHk9IjAiIHdpZHRoPSIxMDAlIiBoZWlnaHQ9IjEwMCUiIGZpbGw9InVybCgjZ3JhZCkiIC8+PC9zdmc+IA==') no-repeat; + background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(40%, #ffd14d), color-stop(80%, #f6c000)) no-repeat; + background: -moz-linear-gradient(top, #ffd14d 40%, #f6c000 80%) no-repeat; + background: -webkit-linear-gradient(top, #ffd14d 40%, #f6c000 80%) no-repeat; + background: linear-gradient(to bottom, #ffd14d 40%, #f6c000 80%) no-repeat; +} +/* line 504, ../scss/default.scss */ +table.rows { + border-bottom: none; + border-right: 1px solid #797979; +} + +/* line 510, ../scss/default.scss */ +q { + font-size: 45px; + line-height: 72px; +} +/* line 514, ../scss/default.scss */ +q:before { + content: '“'; + position: absolute; + margin-left: -0.5em; +} +/* line 519, ../scss/default.scss */ +q:after { + content: '”'; + position: absolute; + margin-left: 0.1em; +} + +/* line 526, ../scss/default.scss */ +slide.fill { + background-repeat: no-repeat; + -moz-border-radius: 5px; + -webkit-border-radius: 5px; + border-radius: 5px; + -moz-background-size: cover; + -o-background-size: cover; + -webkit-background-size: cover; + background-size: cover; +} + +/* Size variants */ +/* line 535, ../scss/default.scss */ +article.smaller p, article.smaller ul { + font-size: 20px; + line-height: 24px; + letter-spacing: 0; +} +/* line 541, ../scss/default.scss */ +article.smaller table td, article.smaller table th { + font-size: 14px; +} +/* line 545, ../scss/default.scss */ +article.smaller pre { + font-size: 15px; + line-height: 20px; + letter-spacing: 0; +} +/* line 550, ../scss/default.scss */ +article.smaller q { + font-size: 40px; + line-height: 48px; +} +/* line 554, ../scss/default.scss */ +article.smaller q:before, article.smaller q:after { + font-size: 60px; +} + +/* Builds */ +/* line 563, ../scss/default.scss */ +.build > * { + -moz-transition: opacity 0.5s ease-in-out 0.2s; + -o-transition: opacity 0.5s ease-in-out 0.2s; + -webkit-transition: opacity 0.5s ease-in-out; + -webkit-transition-delay: 0.2s; + transition: opacity 0.5s ease-in-out 0.2s; +} +/* line 567, ../scss/default.scss */ +.build .to-build { + opacity: 0; +} +/* line 571, ../scss/default.scss */ +.build .build-fade { + opacity: 0.3; +} +/* line 574, ../scss/default.scss */ +.build .build-fade:hover { + opacity: 1.0; +} + +/* line 581, ../scss/default.scss */ +.popup .next .build .to-build { + opacity: 1; +} +/* line 585, ../scss/default.scss */ +.popup .next .build .build-fade { + opacity: 1; +} + +/* Pretty print */ +/* line 592, ../scss/default.scss */ +.prettyprint .str, +.prettyprint .atv { + /* a markup attribute value */ + color: #009f5d; +} + +/* line 596, ../scss/default.scss */ +.prettyprint .kwd, +.prettyprint .tag { + /* a markup tag name */ + color: #0066cc; +} + +/* line 600, ../scss/default.scss */ +.prettyprint .com { + /* a comment */ + color: #797979; + font-style: italic; +} + +/* line 604, ../scss/default.scss */ +.prettyprint .lit { + /* a literal value */ + color: #7f0000; +} + +/* line 607, ../scss/default.scss */ +.prettyprint .pun, +.prettyprint .opn, +.prettyprint .clo { + color: #515151; +} + +/* line 612, ../scss/default.scss */ +.prettyprint .typ, +.prettyprint .atn, +.prettyprint .dec, +.prettyprint .var { + /* a declaration; a variable name */ + color: #d94d3a; +} + +/* line 618, ../scss/default.scss */ +.prettyprint .pln { + color: #515151; +} + +/* line 622, ../scss/default.scss */ +.note { + position: absolute; + z-index: 100; + width: 100%; + height: 100%; + top: 0; + left: 0; + padding: 1em; + background: rgba(0, 0, 0, 0.3); + opacity: 0; + pointer-events: none; + display: -webkit-box !important; + display: -moz-box !important; + display: -ms-box !important; + display: -o-box !important; + display: box !important; + -webkit-box-orient: vertical; + -moz-box-orient: vertical; + -ms-box-orient: vertical; + box-orient: vertical; + -webkit-box-align: center; + -moz-box-align: center; + -ms-box-align: center; + box-align: center; + -webkit-box-pack: center; + -moz-box-pack: center; + -ms-box-pack: center; + box-pack: center; + -moz-border-radius: 5px; + -webkit-border-radius: 5px; + border-radius: 5px; + -moz-box-sizing: border-box; + -webkit-box-sizing: border-box; + box-sizing: border-box; + -moz-transform: translateY(350px); + -ms-transform: translateY(350px); + -webkit-transform: translateY(350px); + transform: translateY(350px); + -moz-transition: all 0.4s ease-in-out; + -o-transition: all 0.4s ease-in-out; + -webkit-transition: all 0.4s ease-in-out; + transition: all 0.4s ease-in-out; +} +/* line 640, ../scss/default.scss */ +.note > section { + background: #fff; + -moz-border-radius: 5px; + -webkit-border-radius: 5px; + border-radius: 5px; + -moz-box-shadow: 0 0 10px #797979; + -webkit-box-shadow: 0 0 10px #797979; + box-shadow: 0 0 10px #797979; + width: 60%; + padding: 2em; +} + +/* line 657, ../scss/default.scss */ +.with-notes.popup slides.layout-widescreen slide.next, +.with-notes.popup slides.layout-faux-widescreen slide.next { + -moz-transform: translate3d(690px, 80px, 0) scale(0.35); + -ms-transform: translate3d(690px, 80px, 0) scale(0.35); + -webkit-transform: translate3d(690px, 80px, 0) scale(0.35); + transform: translate3d(690px, 80px, 0) scale(0.35); +} +/* line 660, ../scss/default.scss */ +.with-notes.popup slides.layout-widescreen slide .note, +.with-notes.popup slides.layout-faux-widescreen slide .note { + -moz-transform: translate3d(300px, 800px, 0) scale(1.5); + -ms-transform: translate3d(300px, 800px, 0) scale(1.5); + -webkit-transform: translate3d(300px, 800px, 0) scale(1.5); + transform: translate3d(300px, 800px, 0) scale(1.5); +} +/* line 666, ../scss/default.scss */ +.with-notes.popup slide { + overflow: visible; + background: white; + -moz-transition: none; + -o-transition: none; + -webkit-transition: none; + transition: none; + pointer-events: none; + -moz-transform-origin: 0 0; + -ms-transform-origin: 0 0; + -webkit-transform-origin: 0 0; + transform-origin: 0 0; +} +/* line 673, ../scss/default.scss */ +.with-notes.popup slide:not(.backdrop) { + -moz-transform: scale(0.6) translate3d(0.5em, 0.5em, 0); + -ms-transform: scale(0.6) translate3d(0.5em, 0.5em, 0); + -webkit-transform: scale(0.6) translate3d(0.5em, 0.5em, 0); + transform: scale(0.6) translate3d(0.5em, 0.5em, 0); + -moz-box-shadow: 0 0 10px #797979; + -webkit-box-shadow: 0 0 10px #797979; + box-shadow: 0 0 10px #797979; +} +/* line 678, ../scss/default.scss */ +.with-notes.popup slide.backdrop { + background-image: url('data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiPz4gPHN2ZyB2ZXJzaW9uPSIxLjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PGRlZnM+PHJhZGlhbEdyYWRpZW50IGlkPSJncmFkIiBncmFkaWVudFVuaXRzPSJ1c2VyU3BhY2VPblVzZSIgY3g9IjUwJSIgY3k9IjUwJSIgcj0iNjAwJSI+PHN0b3Agb2Zmc2V0PSIwJSIgc3RvcC1jb2xvcj0iI2IxZGZmZiIvPjxzdG9wIG9mZnNldD0iMTAwJSIgc3RvcC1jb2xvcj0iIzQzODdmZCIvPjwvcmFkaWFsR3JhZGllbnQ+PC9kZWZzPjxyZWN0IHg9IjAiIHk9IjAiIHdpZHRoPSIxMDAlIiBoZWlnaHQ9IjEwMCUiIGZpbGw9InVybCgjZ3JhZCkiIC8+PC9zdmc+IA=='); + background-size: 100%; + background-image: -moz-radial-gradient(50% 50%, #b1dfff 0%, #4387fd 600px); + background-image: -webkit-radial-gradient(50% 50%, #b1dfff 0%, #4387fd 600px); + background-image: radial-gradient(50% 50%, #b1dfff 0%, #4387fd 600px); +} +/* line 684, ../scss/default.scss */ +.with-notes.popup slide.next { + -moz-transform: translate3d(570px, 80px, 0) scale(0.35); + -ms-transform: translate3d(570px, 80px, 0) scale(0.35); + -webkit-transform: translate3d(570px, 80px, 0) scale(0.35); + transform: translate3d(570px, 80px, 0) scale(0.35); + opacity: 1 !important; +} +/* line 688, ../scss/default.scss */ +.with-notes.popup slide.next .note { + display: none !important; +} +/* line 694, ../scss/default.scss */ +.with-notes.popup .note { + width: 109%; + height: 260px; + background: #e6e6e6; + padding: 0; + -moz-box-shadow: 0 0 10px #797979; + -webkit-box-shadow: 0 0 10px #797979; + box-shadow: 0 0 10px #797979; + -moz-transform: translate3d(250px, 800px, 0) scale(1.5); + -ms-transform: translate3d(250px, 800px, 0) scale(1.5); + -webkit-transform: translate3d(250px, 800px, 0) scale(1.5); + transform: translate3d(250px, 800px, 0) scale(1.5); + -moz-transition: opacity 400ms ease-in-out; + -o-transition: opacity 400ms ease-in-out; + -webkit-transition: opacity 400ms ease-in-out; + transition: opacity 400ms ease-in-out; +} +/* line 705, ../scss/default.scss */ +.with-notes.popup .note > section { + background: #fff; + -moz-border-radius: 5px; + -webkit-border-radius: 5px; + border-radius: 5px; + height: 100%; + width: 100%; + -moz-box-sizing: border-box; + -webkit-box-sizing: border-box; + box-sizing: border-box; + -moz-box-shadow: none; + -webkit-box-shadow: none; + box-shadow: none; + overflow: auto; + padding: 1em; +} +/* line 718, ../scss/default.scss */ +.with-notes .note { + opacity: 1; + -moz-transform: translateY(0); + -ms-transform: translateY(0); + -webkit-transform: translateY(0); + transform: translateY(0); + pointer-events: auto; +} + +/* line 725, ../scss/default.scss */ +.source { + font-size: 14px; + color: #a9a9a9; + position: absolute; + bottom: 70px; + left: 60px; +} + +/* line 733, ../scss/default.scss */ +.centered { + text-align: center; +} + +/* line 737, ../scss/default.scss */ +.reflect { + -webkit-box-reflect: below 3px -webkit-linear-gradient(rgba(255, 255, 255, 0) 85%, white 150%); + -moz-box-reflect: below 3px -moz-linear-gradient(rgba(255, 255, 255, 0) 85%, white 150%); + -o-box-reflect: below 3px -o-linear-gradient(rgba(255, 255, 255, 0) 85%, white 150%); + -ms-box-reflect: below 3px -ms-linear-gradient(rgba(255, 255, 255, 0) 85%, white 150%); + box-reflect: below 3px linear-gradient(rgba(255, 255, 255, 0) 85%, #ffffff 150%); +} + +/* line 745, ../scss/default.scss */ +.flexbox { + display: -webkit-box !important; + display: -moz-box !important; + display: -ms-box !important; + display: -o-box !important; + display: box !important; +} + +/* line 749, ../scss/default.scss */ +.flexbox.vcenter { + -webkit-box-orient: vertical; + -moz-box-orient: vertical; + -ms-box-orient: vertical; + box-orient: vertical; + -webkit-box-align: center; + -moz-box-align: center; + -ms-box-align: center; + box-align: center; + -webkit-box-pack: center; + -moz-box-pack: center; + -ms-box-pack: center; + box-pack: center; + height: 100%; + width: 100%; +} + +/* line 755, ../scss/default.scss */ +.flexbox.vleft { + -webkit-box-orient: vertical; + -moz-box-orient: vertical; + -ms-box-orient: vertical; + box-orient: vertical; + -webkit-box-align: left; + -moz-box-align: left; + -ms-box-align: left; + box-align: left; + -webkit-box-pack: center; + -moz-box-pack: center; + -ms-box-pack: center; + box-pack: center; + height: 100%; + width: 100%; +} + +/* line 761, ../scss/default.scss */ +.flexbox.vright { + -webkit-box-orient: vertical; + -moz-box-orient: vertical; + -ms-box-orient: vertical; + box-orient: vertical; + -webkit-box-align: end; + -moz-box-align: end; + -ms-box-align: end; + box-align: end; + -webkit-box-pack: center; + -moz-box-pack: center; + -ms-box-pack: center; + box-pack: center; + height: 100%; + width: 100%; +} + +/* line 767, ../scss/default.scss */ +.auto-fadein { + -moz-transition: opacity 0.6s ease-in 1s; + -o-transition: opacity 0.6s ease-in 1s; + -webkit-transition: opacity 0.6s ease-in; + -webkit-transition-delay: 1s; + transition: opacity 0.6s ease-in 1s; + opacity: 0; +} + +/* Clickable/tappable areas */ +/* line 773, ../scss/default.scss */ +.slide-area { + z-index: 1000; + position: absolute; + left: 0; + top: 0; + width: 100px; + height: 700px; + left: 50%; + top: 50%; + cursor: pointer; + margin-top: -350px; +} + +/* line 790, ../scss/default.scss */ +#prev-slide-area { + margin-left: -550px; +} + +/* line 795, ../scss/default.scss */ +#next-slide-area { + margin-left: 450px; +} + +/* ===== SLIDE CONTENT ===== */ +/* line 803, ../scss/default.scss */ +.logoslide img { + width: 383px; + height: 92px; +} + +/* line 809, ../scss/default.scss */ +.segue { + padding: 60px 120px; +} +/* line 812, ../scss/default.scss */ +.segue h2 { + color: #e6e6e6; + font-size: 60px; +} +/* line 816, ../scss/default.scss */ +.segue h3 { + color: #e6e6e6; + line-height: 2.8; +} +/* line 820, ../scss/default.scss */ +.segue hgroup { + position: absolute; + bottom: 225px; +} + +/* line 826, ../scss/default.scss */ +.thank-you-slide { + background: #4387fd !important; + color: white; +} +/* line 830, ../scss/default.scss */ +.thank-you-slide h2 { + font-size: 60px; + color: inherit; +} +/* line 835, ../scss/default.scss */ +.thank-you-slide article > p { + margin-top: 2em; + font-size: 20pt; +} +/* line 840, ../scss/default.scss */ +.thank-you-slide > p { + position: absolute; + bottom: 80px; + font-size: 24pt; + line-height: 1.3; +} + +/* line 848, ../scss/default.scss */ +aside.gdbar { + height: 97px; + width: 215px; + position: absolute; + left: -1px; + top: 125px; + -moz-border-radius: 0 10px 10px 0; + -webkit-border-radius: 0; + border-radius: 0 10px 10px 0; + background: url('data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiPz4gPHN2ZyB2ZXJzaW9uPSIxLjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PGRlZnM+PGxpbmVhckdyYWRpZW50IGlkPSJncmFkIiBncmFkaWVudFVuaXRzPSJvYmplY3RCb3VuZGluZ0JveCIgeDE9IjAuMCIgeTE9IjAuNSIgeDI9IjEuMCIgeTI9IjAuNSI+PHN0b3Agb2Zmc2V0PSIwJSIgc3RvcC1jb2xvcj0iI2U2ZTZlNiIvPjxzdG9wIG9mZnNldD0iMTAwJSIgc3RvcC1jb2xvcj0iI2U2ZTZlNiIvPjwvbGluZWFyR3JhZGllbnQ+PC9kZWZzPjxyZWN0IHg9IjAiIHk9IjAiIHdpZHRoPSIxMDAlIiBoZWlnaHQ9IjEwMCUiIGZpbGw9InVybCgjZ3JhZCkiIC8+PC9zdmc+IA==') no-repeat; + background: -webkit-gradient(linear, 0% 50%, 100% 50%, color-stop(0%, #e6e6e6), color-stop(100%, #e6e6e6)) no-repeat; + background: -moz-linear-gradient(left, #e6e6e6, #e6e6e6) no-repeat; + background: -webkit-linear-gradient(left, #e6e6e6, #e6e6e6) no-repeat; + background: linear-gradient(to right, #e6e6e6, #e6e6e6) no-repeat; + -moz-background-size: 0% 100%; + -o-background-size: 0% 100%; + -webkit-background-size: 0% 100%; + background-size: 0% 100%; + -moz-transition: all 0.5s ease-out 0.5s; + -o-transition: all 0.5s ease-out 0.5s; + -webkit-transition: all 0.5s ease-out; + -webkit-transition-delay: 0.5s; + transition: all 0.5s ease-out 0.5s; + /* Better to transition only on background-size, but not sure how to do that with the mixin. */ +} +/* line 859, ../scss/default.scss */ +aside.gdbar.right { + right: 0; + left: -moz-initial; + left: initial; + top: 254px; + /* 96 is height of gray icon bar */ + -moz-transform: rotateZ(180deg); + -ms-transform: rotateZ(180deg); + -webkit-transform: rotateZ(180deg); + transform: rotateZ(180deg); +} +/* line 866, ../scss/default.scss */ +aside.gdbar.right img { + -moz-transform: rotateZ(180deg); + -ms-transform: rotateZ(180deg); + -webkit-transform: rotateZ(180deg); + transform: rotateZ(180deg); +} +/* line 871, ../scss/default.scss */ +aside.gdbar.bottom { + top: -moz-initial; + top: initial; + bottom: 60px; +} +/* line 877, ../scss/default.scss */ +aside.gdbar img { + width: 85px; + height: 85px; + position: absolute; + right: 0; + margin: 8px 15px; +} + +/* line 888, ../scss/default.scss */ +.title-slide hgroup { + bottom: 100px; +} +/* line 891, ../scss/default.scss */ +.title-slide hgroup h1 { + font-size: 65px; + line-height: 1.4; + letter-spacing: -3px; + color: #515151; +} +/* line 898, ../scss/default.scss */ +.title-slide hgroup h2 { + font-size: 34px; + color: #a9a9a9; + font-weight: inherit; +} +/* line 904, ../scss/default.scss */ +.title-slide hgroup p { + font-size: 20px; + color: #797979; + line-height: 1.3; + margin-top: 2em; +} + +/* line 913, ../scss/default.scss */ +.quote { + color: #e6e6e6; +} +/* line 916, ../scss/default.scss */ +.quote .author { + font-size: 24px; + position: absolute; + bottom: 80px; + line-height: 1.4; +} + +/* line 925, ../scss/default.scss */ +[data-config-contact] a { + color: white; + border-bottom: none; +} +/* line 929, ../scss/default.scss */ +[data-config-contact] span { + width: 115px; + display: inline-block; +} + +/* line 938, ../scss/default.scss */ +.overview.popup .note { + display: none !important; +} +/* line 944, ../scss/default.scss */ +.overview slides slide { + display: block; + cursor: pointer; + opacity: 0.5; + pointer-events: auto !important; + background: url('data:image/svg+xml;base64,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'); + background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(0%, #ffffff), color-stop(85%, #ffffff), color-stop(100%, #e6e6e6)); + background: -moz-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6); + background: -webkit-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6); + background: linear-gradient(#ffffff, #ffffff 85%, #e6e6e6); + background-color: white; +} +/* line 945, ../scss/default.scss */ +.overview slides slide.backdrop { + display: none !important; +} +/* line 956, ../scss/default.scss */ +.overview slides slide.far-past, .overview slides slide.past, .overview slides slide.next, .overview slides slide.far-next, .overview slides slide.far-past { + opacity: 0.5; + display: block; +} +/* line 965, ../scss/default.scss */ +.overview slides slide.current { + opacity: 1; +} +/* line 971, ../scss/default.scss */ +.overview .slide-area { + display: none; +} + +@media print { + /* line 978, ../scss/default.scss */ + slides slide { + display: block !important; + position: relative; + background: url('data:image/svg+xml;base64,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'); + background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(0%, #ffffff), color-stop(85%, #ffffff), color-stop(100%, #e6e6e6)); + background: -moz-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6); + background: -webkit-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6); + background: linear-gradient(#ffffff, #ffffff 85%, #e6e6e6); + background-color: white; + -moz-transform: none !important; + -ms-transform: none !important; + -webkit-transform: none !important; + transform: none !important; + width: 100%; + height: 100%; + page-break-after: always; + top: auto !important; + left: auto !important; + margin-top: 0 !important; + margin-left: 0 !important; + opacity: 1 !important; + color: #555; + } + /* line 993, ../scss/default.scss */ + slides slide.far-past, slides slide.past, slides slide.next, slides slide.far-next, slides slide.far-past, slides slide.current { + opacity: 1 !important; + display: block !important; + } + /* line 1004, ../scss/default.scss */ + slides slide .build > * { + -moz-transition: none; + -o-transition: none; + -webkit-transition: none; + transition: none; + } + /* line 1008, ../scss/default.scss */ + slides slide .build .to-build, + slides slide .build .build-fade { + opacity: 1; + } + /* line 1014, ../scss/default.scss */ + slides slide .auto-fadein { + opacity: 1 !important; + } + /* line 1018, ../scss/default.scss */ + slides slide.backdrop { + display: none !important; + } + /* line 1022, ../scss/default.scss */ + slides slide table.rows { + border-right: 0; + } + /* line 1027, ../scss/default.scss */ + slides slide[hidden] { + display: none !important; + } + + /* line 1032, ../scss/default.scss */ + .slide-area { + display: none; + } + + /* line 1036, ../scss/default.scss */ + .reflect { + -webkit-box-reflect: none; + -moz-box-reflect: none; + -o-box-reflect: none; + -ms-box-reflect: none; + box-reflect: none; + } + + /* line 1044, ../scss/default.scss */ + pre, code { + font-family: monospace !important; + } +} diff --git a/slides_sources/build/slides/_static/theme/css/hieroglyph.css b/slides_sources/build/slides/_static/theme/css/hieroglyph.css new file mode 100644 index 0000000..a919b03 --- /dev/null +++ b/slides_sources/build/slides/_static/theme/css/hieroglyph.css @@ -0,0 +1,84 @@ +/* line 5, ../scss/hieroglyph.scss */ +ol { + margin-left: 1.2em; + margin-bottom: 1em; + position: relative; + list-style: decimal; +} +/* line 11, ../scss/hieroglyph.scss */ +ol li { + margin-bottom: 0.5em; +} +/* line 14, ../scss/hieroglyph.scss */ +ol li ol { + margin-left: 2em; + margin-bottom: 0; + list-style: decimal; +} +/* line 19, ../scss/hieroglyph.scss */ +ol li ol li:before { + font-weight: 600; +} +/* line 25, ../scss/hieroglyph.scss */ +ol ol { + margin-top: .5em; + list-style: decimal; +} + +/* line 32, ../scss/hieroglyph.scss */ +slide.title-image { + padding-right: 0px; +} +/* line 36, ../scss/hieroglyph.scss */ +slide.title-image hgroup { + position: static !important; + margin-top: 35%; + padding-left: 30px; + background: rgba(255, 255, 255, 0.7); + border-top-left-radius: 5px; + -webkit-border-top-left-radius: 5px; + -moz-border-top-left-radius: 5px; + -o-border-top-left-radius: 5px; +} +/* line 50, ../scss/hieroglyph.scss */ +slide.title-image hgroup + article { + background: rgba(255, 255, 255, 0.7); + margin-top: 0px; + padding-left: 30px; + border-bottom-left-radius: 5px; + -webkit-border-bottom-left-radius: 5px; + -moz-border-bottom-left-radius: 5px; + -o-border-bottom-left-radius: 5px; +} +/* line 62, ../scss/hieroglyph.scss */ +slide.title-image h1 { + color: #222; + font-size: 3.2em; + line-height: 1.5em; + font-weight: 500; +} +/* line 72, ../scss/hieroglyph.scss */ +slide.title-image div.figure img { + position: absolute; + left: 0; + top: 0; + min-width: 100%; + min-height: 100%; + border-radius: 5px; + -o-border-radius: 5px; + -moz-border-radius: 5px; + -webkit-border-radius: 5px; + z-index: -1; +} +/* line 87, ../scss/hieroglyph.scss */ +slide.title-image div.figure .caption { + color: black; + background: rgba(255, 255, 255, 0.25); + padding: 0 5px; + border-bottom-left-radius: 5px; + border-top-right-radius: 5px; + position: absolute; + left: 0; + bottom: 0; + margin-bottom: 0; +} diff --git a/slides_sources/build/slides/_static/theme/css/io2013.css b/slides_sources/build/slides/_static/theme/css/io2013.css new file mode 100644 index 0000000..b42982b --- /dev/null +++ b/slides_sources/build/slides/_static/theme/css/io2013.css @@ -0,0 +1,55 @@ +/* line 5, ../scss/io2013.scss */ +* { + line-height: 1.3; +} + +/* line 9, ../scss/io2013.scss */ +h2 { + font-weight: bold; +} + +/* line 12, ../scss/io2013.scss */ +h2, h3 { + color: #515151; +} + +/* line 16, ../scss/io2013.scss */ +q, blockquote { + font-weight: bold; +} + +/* line 20, ../scss/io2013.scss */ +slides > slide { + color: #515151; +} +/* line 24, ../scss/io2013.scss */ +slides > slide.title-slide:after { + content: ''; + background: url(../../images/io2013/google-io-lockup-1.png) no-repeat 100% 50%; + -moz-background-size: contain; + -o-background-size: contain; + -webkit-background-size: contain; + background-size: contain; + position: absolute; + bottom: 80px; + right: 40px; + width: 100%; + height: 90px; +} +/* line 36, ../scss/io2013.scss */ +slides > slide.title-slide hgroup h1 { + font-weight: bold; + line-height: 1.1; +} +/* line 40, ../scss/io2013.scss */ +slides > slide.title-slide hgroup h2, slides > slide.title-slide hgroup p { + color: #515151; +} +/* line 43, ../scss/io2013.scss */ +slides > slide.title-slide hgroup h2 { + margin-top: 0.25em; +} +/* line 46, ../scss/io2013.scss */ +slides > slide.title-slide hgroup p { + margin-top: 3em; +} diff --git a/slides_sources/build/slides/_static/theme/css/phone.css b/slides_sources/build/slides/_static/theme/css/phone.css new file mode 100644 index 0000000..017c7bb --- /dev/null +++ b/slides_sources/build/slides/_static/theme/css/phone.css @@ -0,0 +1,26 @@ +/*Smartphones (portrait and landscape) ----------- */ +/*@media only screen +and (min-width : 320px) +and (max-width : 480px) { + +}*/ +/* Smartphones (portrait) ----------- */ +/* Styles */ +/* line 17, ../scss/phone.scss */ +slides > slide { + /* width: $slide-width !important; + height: $slide-height !important; + margin-left: -$slide-width / 2 !important; + margin-top: -$slide-height / 2 !important; + */ + -webkit-transition: none !important; + -moz-transition: none !important; + -o-transition: none !important; + -webkit-transition: none !important; + transition: none !important; +} + +/* iPhone 4 ----------- */ +@media only screen and (-webkit-min-device-pixel-ratio: 1.5), only screen and (min-device-pixel-ratio: 1.5) { + /* Styles */ +} diff --git a/slides_sources/build/slides/_static/theme/scss/_base.scss b/slides_sources/build/slides/_static/theme/scss/_base.scss new file mode 100644 index 0000000..50504db --- /dev/null +++ b/slides_sources/build/slides/_static/theme/scss/_base.scss @@ -0,0 +1,139 @@ +@charset "UTF-8"; + +@import "compass/reset"; +@import "compass/css3/border-radius"; +@import "compass/css3/box"; +@import "compass/css3/box-shadow"; +@import "compass/css3/box-sizing"; +@import "compass/css3/images"; +@import "compass/css3/text-shadow"; +@import "compass/css3/background-size"; +@import "compass/css3/transform"; +@import "compass/css3/transition"; + +@import "variables"; + +@mixin font-smoothing($val: antialiased) { + -webkit-font-smoothing: $val; + -moz-font-smoothing: $val; + -ms-font-smoothing: $val; + -o-font-smoothing: $val; +} + +@mixin flexbox { + display: -webkit-box !important; + display: -moz-box !important; + display: -ms-box !important; + display: -o-box !important; + display: box !important; +} + +@mixin flex-center-center { + @include box-orient(vertical); + @include box-align(center); + @include box-pack(center); +} + +@mixin flex-left-center { + @include box-orient(vertical); + @include box-align(left); + @include box-pack(center); +} + +@mixin flex-right-center { + @include box-orient(vertical); + @include box-align(end); + @include box-pack(center); +} + +/** + * Base SlideDeck Styles + */ +html { + height: 100%; + overflow: hidden; +} + +body { + margin: 0; + padding: 0; + + opacity: 0; + + height: 100%; + min-height: 740px; + width: 100%; + + overflow: hidden; + + color: #fff; + @include font-smoothing(antialiased); + @include transition(opacity 800ms ease-in 100ms); // Add small delay to prevent jank. + + &.loaded { + opacity: 1 !important; + } +} + +input, button { + vertical-align: middle; +} + +slides > slide[hidden] { + display: none !important; +} + +slides { + width: 100%; + height: 100%; + position: absolute; + left: 0; + top: 0; + @include transform(translate3d(0, 0, 0)); + @include perspective(1000); + @include transform-style(preserve-3d); + @include transition(opacity 800ms ease-in 100ms); // Add small delay to prevent jank. +} + +slides > slide { + display: block; + position: absolute; + overflow: hidden; + left: 50%; + top: 50%; + @include box-sizing(border-box); +} + +/* Slide styles */ + + +/*article.fill iframe { + position: absolute; + left: 0; + top: 0; + width: 100%; + height: 100%; + + border: 0; + margin: 0; + + @include border-radius(10px); + + z-index: -1; +} + +slide.fill { + background-repeat: no-repeat; + @include background-size(cover); +} + +slide.fill img { + position: absolute; + left: 0; + top: 0; + min-width: 100%; + min-height: 100%; + + z-index: -1; +} +*/ diff --git a/slides_sources/build/slides/_static/theme/scss/_variables.scss b/slides_sources/build/slides/_static/theme/scss/_variables.scss new file mode 100644 index 0000000..d07f907 --- /dev/null +++ b/slides_sources/build/slides/_static/theme/scss/_variables.scss @@ -0,0 +1,34 @@ +$social-tags: ''; +$brand-small-icon-size: 30px; + +$gray-1: #e6e6e6; +$gray-2: #a9a9a9; +$gray-3: #797979; +$gray-4: #515151; + +$brand-blue: rgb(67, 135, 253); +$brand-blue-secondary: #3c8ef3; +$brand-blue-secondary2: #2a7cdf; + +$brand-red: rgb(244, 74, 63); +$brand-red-secondary: #e0543e; +$brand-red-secondary2: #d94d3a; + +$brand-yellow: rgb(255, 209, 77); +$brand-yellow-secondary: #f9cc46; +$brand-yellow-secondary2: #f6c000; + +$brand-green: rgb(13, 168, 97); +$brand-green-secondary: #00a86d; +$brand-green-secondary2: #009f5d; + +$slide-width: 900px; +$slide-height: 700px; +$slide-width-widescreen: 1100px; +$slide-top-bottom-padding: 40px; +$slide-left-right-padding: 60px; +$slide-border-radius: 5px; + +$slide-tap-area-width: 100px; + +$article-content-top-padding: 45px; diff --git a/slides_sources/build/slides/_static/theme/scss/default.scss b/slides_sources/build/slides/_static/theme/scss/default.scss new file mode 100644 index 0000000..b8c83b4 --- /dev/null +++ b/slides_sources/build/slides/_static/theme/scss/default.scss @@ -0,0 +1,1047 @@ +@import "base"; +@import "compass/css3/columns"; +@import "compass/css3/user-interface"; + +@mixin highlight-color($color: $brand-yellow) { + -webkit-tap-highlight-color: $color; + -moz-tap-highlight-color: $color; + -ms-tap-highlight-color: $color; + -o-tap-highlight-color: $color; + tap-highlight-color: $color; +} + +@mixin backdrop { + @include background(linear-gradient(white, white 85%, $gray-1)); + background-color: white; +} + + +/** + * Theme Styles + */ +::selection { + color: white; + background-color: $brand-yellow; + @include text-shadow(none); +} + +::-webkit-scrollbar { + height: 16px; + overflow: visible; + width: 16px; +} +::-webkit-scrollbar-thumb { + background-color: rgba(0, 0, 0, .1); + background-clip: padding-box; + border: solid transparent; + min-height: 28px; + padding: 100px 0 0; + @include box-shadow(inset 1px 1px 0 rgba(0,0,0,.1),inset 0 -1px 0 rgba(0,0,0,.07)); + border-width: 1px 1px 1px 6px; +} +::-webkit-scrollbar-thumb:hover { + background-color: rgba(0, 0, 0, 0.5); +} +::-webkit-scrollbar-button { + height: 0; + width: 0; +} +::-webkit-scrollbar-track { + background-clip: padding-box; + border: solid transparent; + border-width: 0 0 0 4px; +} +::-webkit-scrollbar-corner { + background: transparent; +} + +body { + background: black; +} + +slides > slide { + display: none; + font-family: 'Open Sans', Arial, sans-serif; + font-size: 26px; + color: $gray-3; + //@include background(linear-gradient(white, white 85%, $gray-1)); + //background-color: white; + width: $slide-width; + height: $slide-height; + margin-left: -$slide-width / 2; + margin-top: -$slide-height / 2; + padding: $slide-top-bottom-padding $slide-left-right-padding; + + @include border-radius($slide-border-radius); + //@include box-shadow(5px 5px 20px $gray-4); + @include transition(all 0.6s ease-in-out); + + //$translateX: 1020px; + //$rotateY: 30deg; + //$rotateX: 45deg; + + &.far-past { + //display: block; + display: none; + //@include transform(translate(-$translateX * 2)); + //@include transform(translate3d(-$translateX * 2, 0, 0)); + } + + &.past { + display: block; + //@include transform(translate(-$translateX) rotateY($rotateY) rotateX($rotateX)); + //@include transform(translate3d(-$translateX, 0, 0) rotateY($rotateY) rotateX($rotateX)); + opacity: 0; + } + + &.current { + display: block; + //@include transform(translate(0)); + //@include transform(translate3d(0, 0, 0)); + opacity: 1; + + .auto-fadein { + opacity: 1; + } + + .gdbar { + @include background-size(100% 100%); + } + } + + &.next { + display: block; + //@include transform(translate($translateX) rotateY(-$rotateY) rotateX($rotateX)); + //@include transform(translate3d($translateX, 0, 0) rotateY(-$rotateY) rotateX($rotateX)); + opacity: 0; + pointer-events: none; + } + + &.far-next { + //display: block; + display: none; + //@include transform(translate($translateX * 2)); + //@include transform(translate3d($translateX * 2, 0, 0)); + } + + &.dark { + background: $gray-4 !important; + } + + &:not(.nobackground) { + //background: white url(../../images/google_developers_icon_128.png) ($brand-small-icon-size * 2) 98% no-repeat; + //@include background-size($brand-small-icon-size $brand-small-icon-size); + + &:before { + font-size: 12pt; + content: $social-tags; + position: absolute; + bottom: $slide-top-bottom-padding / 2; + left: $slide-left-right-padding; + // background: url(../../images/google_developers_icon_128.png) no-repeat 0 50%; + @include background-size($brand-small-icon-size $brand-small-icon-size); + padding-left: $brand-small-icon-size + 10; + height: $brand-small-icon-size; + line-height: 1.9; + } + &:after { + font-size: 12pt; + content: attr(data-slide-num) '/' attr(data-total-slides); + position: absolute; + bottom: $slide-top-bottom-padding / 2; + right: $slide-left-right-padding; + line-height: 1.9; + } + } + + &.title-slide { + &:after { + content: ''; + //background: url(../../images/io2012_logo.png) no-repeat 100% 50%; + //@include background-size(contain); + position: absolute; + bottom: $slide-top-bottom-padding; + right: $slide-top-bottom-padding; + width: 100%; + height: 60px; + } + } + + &.backdrop { + z-index: -10; + display: block !important; + @include backdrop; + + &:after, &:before { + display: none; // Prevent double set of slide nums and footer icons. + } + } + + > hgroup + article { + margin-top: $article-content-top-padding; + + &.flexbox { + &.vcenter, &.vleft, &.vright { + height: 80%; + } + } + + p { + margin-bottom: 1em; + } + } + + > article:only-child { + height: 100%; + + > iframe { + height: 98%; + } + } +} + +slides.layout-faux-widescreen > slide { + padding: $slide-top-bottom-padding 160px; +} + +slides.layout-widescreen, +slides.layout-faux-widescreen { + + $translateX: 1130px; + + > slide { + margin-left: -$slide-width-widescreen / 2; + width: $slide-width-widescreen; + } + + > slide.far-past { + display: block; + display: none; + @include transform(translate(-$translateX * 2)); + @include transform(translate3d(-$translateX * 2, 0, 0)); + } + + > slide.past { + display: block; + //@include transform(translate(-$translateX)); + //@include transform(translate3d(-$translateX, 0, 0)); + opacity: 0; + } + + > slide.current { + display: block; + //@include transform(translate(0)); + //@include transform(translate3d(0, 0, 0)); + opacity: 1; + } + + > slide.next { + display: block; + //@include transform(translate($translateX)); + //@include transform(translate3d($translateX, 0, 0)); + opacity: 0; + pointer-events: none; + } + + > slide.far-next { + display: block; + display: none; + @include transform(translate($translateX * 2)); + @include transform(translate3d($translateX * 2, 0, 0)); + } + + #prev-slide-area { + margin-left: -$slide-width-widescreen / 2 - $slide-tap-area-width; + } + + #next-slide-area { + margin-left: $slide-width-widescreen / 2; + } +} + +b { + font-weight: 600; +} + +a { + color: $brand-blue-secondary2; + text-decoration: none; + border-bottom: 1px solid rgba(42, 124, 223, 0.5); + + &:hover { + color: black !important; + } +} + +h1, h2, h3 { + font-weight: 600; +} + +h2 { + font-size: 45px; + line-height: 45px; + letter-spacing: -2px; + color: $gray-4; +} + +h3 { + font-size: 30px; + letter-spacing: -1px; + line-height: 2; + font-weight: inherit; + color: $gray-3; +} + +ul { + margin-left: 1.2em; + margin-bottom: 1em; + position: relative; + + li { + margin-bottom: 0.5em; + + ul { + margin-left: 2em; + margin-bottom: 0; + + li:before { + content: '-'; + font-weight: 600; + } + } + } + + > li:before { + content: '\00B7'; + margin-left: -1em; + position: absolute; + font-weight: 600; + } + + ul { + margin-top: .5em; + } +} + +// Code highlighting only effects the current slide. +.highlight-code slide.current { + pre > * { + opacity: 0.25; + @include transition(opacity 0.5s ease-in); + } + b { + opacity: 1; + } +} + +pre { + font-family: 'Source Code Pro', 'Courier New', monospace; + font-size: 20px; + line-height: 28px; + padding: 10px 0 10px $slide-left-right-padding; + letter-spacing: -1px; + margin-bottom: 20px; + width: 106%; + background-color: $gray-1; + left: -$slide-left-right-padding; + position: relative; + @include box-sizing(border-box); + /*overflow: hidden;*/ + + &[data-lang]:after { + content: attr(data-lang); + background-color: $gray-2; + right: 0; + top: 0; + position: absolute; + font-size: 16pt; + color: white; + padding: 2px 25px; + text-transform: uppercase; + } +} + +pre[data-lang="go"] { + color: #333; +} + +code { + font-size: 95%; + font-family: 'Source Code Pro', 'Courier New', monospace; + color: black; +} + +iframe { + width: 100%; + height: $slide-height - ($slide-top-bottom-padding * 2) - ($article-content-top-padding * 2); + background: white; + border: 1px solid $gray-1; + @include box-sizing(border-box); +} + +dt { + font-weight: bold; +} + +button { + display: inline-block; + @include background(linear-gradient(#F9F9F9 40%, #E3E3E3 70%)); + border: 1px solid $gray-2; + @include border-radius(3px); + padding: 5px 8px; + outline: none; + white-space: nowrap; + @include user-select(none); + cursor: pointer; + @include text-shadow(1px 1px #fff); + font-size: 10pt; +} + +button:not(:disabled):hover { + border-color: $gray-4; +} + +button:not(:disabled):active { + @include background(linear-gradient(#E3E3E3 40%, #F9F9F9 70%)); +} + +:disabled { + color: $gray-2; +} + +.blue { + color: $brand-blue; +} +.blue2 { + color: $brand-blue-secondary; +} +.blue3 { + color: $brand-blue-secondary2; +} +.yellow { + color: $brand-yellow; +} +.yellow2 { + color: $brand-yellow-secondary; +} +.yellow3 { + color: $brand-yellow-secondary2; +} +.green { + color: $brand-green; +} +.green2 { + color: $brand-green-secondary; +} +.green3 { + color: $brand-green-secondary2; +} +.red { + color: $brand-red; +} +.red2 { + color: $brand-red-secondary; +} +.red3 { + color: $brand-red-secondary2; +} +.gray { + color: $gray-1; +} +.gray2 { + color: $gray-2; +} +.gray3 { + color: $gray-3; +} +.gray4 { + color: $gray-4; +} + +.white { + color: white !important; +} +.black { + color: black !important; +} + +.columns-2 { + @include column-count(2); +} + +table { + width: 100%; + border-collapse: -moz-initial; + border-collapse: initial; + border-spacing: 2px; + border-bottom: 1px solid $gray-3; + + tr > td:first-child, th { + font-weight: 600; + color: $gray-4; + } + + tr:nth-child(odd) { + background-color: $gray-1; + } + + th { + color: white; + font-size: 18px; + @include background(linear-gradient(top, $brand-blue 40%, $brand-blue-secondary2 80%) no-repeat); + } + + td, th { + font-size: 18px; + padding: 1em 0.5em; + } + + td.highlight { + color: $gray-4; + @include background(linear-gradient(top, $brand-yellow 40%, $brand-yellow-secondary2 80%) no-repeat); + } + + &.rows { + border-bottom: none; + border-right: 1px solid $gray-3; + } +} + +q { + font-size: 45px; + line-height: 72px; + + &:before { + content: '“'; + position: absolute; + margin-left: -0.5em; + } + &:after { + content: '”'; + position: absolute; + margin-left: 0.1em; + } +} + +slide.fill { + background-repeat: no-repeat; + @include border-radius($slide-border-radius); + @include background-size(cover); +} + +/* Size variants */ + +article.smaller { + p, ul { + font-size: 20px; + line-height: 24px; + letter-spacing: 0; + } + table { + td, th { + font-size: 14px; + } + } + pre { + font-size: 15px; + line-height: 20px; + letter-spacing: 0; + } + q { + font-size: 40px; + line-height: 48px; + + &:before, &:after { + font-size: 60px; + } + } +} + +/* Builds */ + +.build { + > * { + @include transition(opacity 0.5s ease-in-out 0.2s); + } + + .to-build { + opacity: 0; + } + + .build-fade { + opacity: 0.3; + + &:hover { + opacity: 1.0; + } + } +} + +.popup .next .build { + .to-build { + opacity: 1; + } + + .build-fade { + opacity: 1; + } +} + +/* Pretty print */ + +.prettyprint .str, /* string content */ +.prettyprint .atv { /* a markup attribute value */ + color: $brand-green-secondary2; //rgb(0, 138, 53); +} +.prettyprint .kwd, /* a keyword */ +.prettyprint .tag { /* a markup tag name */ + color: rgb(0, 102, 204); +} +.prettyprint .com { /* a comment */ + color: $gray-3; //rgb(127, 127, 127); + font-style: italic; +} +.prettyprint .lit { /* a literal value */ + color: rgb(127, 0, 0); +} +.prettyprint .pun, /* punctuation, lisp open bracket, lisp close bracket */ +.prettyprint .opn, +.prettyprint .clo { + color: $gray-4; //rgb(127, 127, 127); +} +.prettyprint .typ, /* a type name */ +.prettyprint .atn, /* a markup attribute name */ +.prettyprint .dec, +.prettyprint .var { /* a declaration; a variable name */ + color: $brand-red-secondary2; //rgb(127, 0, 127); +} +.prettyprint .pln { + color: $gray-4; +} + +.note { + position: absolute; + z-index: 100; + width: 100%; + height: 100%; + top: 0; + left: 0; + padding: 1em; + background: rgba(0, 0, 0, 0.3); + opacity: 0; + pointer-events: none; + @include flexbox; + @include flex-center-center; + @include border-radius($slide-border-radius); + + @include box-sizing(border-box); + @include transform(translateY($slide-height / 2));@include transition(all 0.4s ease-in-out); + + > section { + background: #fff; + @include border-radius($slide-border-radius); + @include box-shadow(0 0 10px $gray-3); + width: 60%; + padding: 2em; + } +} + +// Speaker notes only show the current slide. +.with-notes { + + &.popup { + + slides.layout-widescreen, + slides.layout-faux-widescreen { + slide { + &.next { + @include transform(translate3d($slide-width-widescreen / 2 + 140, 80px, 0) scale(0.35)); + } + .note { + @include transform(translate3d(300px, $slide-height + 100, 0) scale(1.5)); + } + } + } + + slide { + overflow: visible; + background: white; + @include transition(none); // No slide transition goodies when in presenter mode. + pointer-events: none; + @include transform-origin(0, 0); // For speaker note transition. + + &:not(.backdrop) { + @include transform(scale(0.6) translate3d(0.5em, 0.5em, 0)); + @include box-shadow(0 0 10px $gray-3); + } + + &.backdrop { + //@include background(linear-gradient($gray-1, white 30%, white 60%, $gray-1)); + @include background-image(radial-gradient(50% 50%, #b1dfff 0%, + $brand-blue 600px)); + } + + &.next { + @include transform(translate3d($slide-width / 2 + 120, 80px, 0) scale(0.35)); + opacity: 1 !important; + + .note { + display: none !important; // Prevents seeing notes if we go to previous slide. + } + } + } + + .note { + width: 109%; + height: $slide-height / 2 - 90; + background: $gray-1; + padding: 0; + + @include box-shadow(0 0 10px $gray-3); + + @include transform(translate3d(250px, $slide-height + 100, 0) scale(1.5)); + @include transition(opacity 400ms ease-in-out); + + > section { + background: #fff; + @include border-radius($slide-border-radius); + height: 100%; + width: 100%; + @include box-sizing(border-box); + @include box-shadow(none); + overflow: auto; + padding: 1em; + } + } + } + + .note { + opacity: 1; + @include transform(translateY(0)); + pointer-events: auto; // Allow people to do things like open links embedded in the speaker notes. + } +} + +.source { + font-size: 14px; + color: $gray-2; + position: absolute; + bottom: $slide-top-bottom-padding + 30px; + left: $slide-left-right-padding; +} + +.centered { + text-align: center; +} + +.reflect { + -webkit-box-reflect: below 3px -webkit-linear-gradient(rgba(255,255,255,0) 85%, white 150%); + -moz-box-reflect: below 3px -moz-linear-gradient(rgba(255,255,255,0) 85%, white 150%); + -o-box-reflect: below 3px -o-linear-gradient(rgba(255,255,255,0) 85%, white 150%); + -ms-box-reflect: below 3px -ms-linear-gradient(rgba(255,255,255,0) 85%, white 150%); + box-reflect: below 3px linear-gradient(rgba(255,255,255,0) 85%, white 150%); +} + +.flexbox { + @include flexbox; +} + +.flexbox.vcenter { + @include flex-center-center; + height: 100%; + width: 100%; +} + +.flexbox.vleft { + @include flex-left-center; + height: 100%; + width: 100%; +} + +.flexbox.vright { + @include flex-right-center; + height: 100%; + width: 100%; +} + +.auto-fadein { + @include transition(opacity 0.6s ease-in 1s); + opacity: 0; +} + +/* Clickable/tappable areas */ +.slide-area { + z-index: 1000; + + position: absolute; + left: 0; + top: 0; + width: $slide-tap-area-width; + height: $slide-height; + + left: 50%; + top: 50%; + + cursor: pointer; + margin-top: -$slide-height / 2; + + //@include highlight-color(rgba(51, 51, 51, 0.5)); +} +#prev-slide-area { + margin-left: -$slide-width-widescreen / 2; + //@include border-radius(10px 0 0 10px); + //@include box-shadow(-5px 0 10px #222 inset); +} +#next-slide-area { + margin-left: $slide-width / 2; + //@include border-radius(0 10px 10px 0); + //@include box-shadow(5px 0 10px #222 inset); +} + +/* ===== SLIDE CONTENT ===== */ +.logoslide { + img { + width: 383px; + height: 92px; + } +} + +.segue { + padding: $slide-left-right-padding $slide-left-right-padding * 2; + + h2 { + color: $gray-1; + font-size: 60px; + } + h3 { + color: $gray-1; + line-height: 2.8; + } + hgroup { + position: absolute; + bottom: 225px; + } +} + +.thank-you-slide { + background: $brand-blue !important; + color: white; + + h2 { + font-size: 60px; + color: inherit; + } + + article > p { + margin-top: 2em; + font-size: 20pt; + } + + > p { + position: absolute; + bottom: $slide-top-bottom-padding * 2; + font-size: 24pt; + line-height: 1.3; + } +} + +aside.gdbar { + height: 97px; + width: 215px; + position: absolute; + left: -1px; + top: 125px; + @include border-radius(0 10px 10px 0); + @include background(linear-gradient(left, $gray-1, $gray-1) no-repeat); + @include background-size(0% 100%); + @include transition(all 0.5s ease-out 0.5s); /* Better to transition only on background-size, but not sure how to do that with the mixin. */ + + &.right { + right: 0; + left: -moz-initial; + left: initial; + top: ($slide-height / 2) - 96; /* 96 is height of gray icon bar */ + @include transform(rotateZ(180deg)); + + img { + @include transform(rotateZ(180deg)); + } + } + + &.bottom { + top: -moz-initial; + top: initial; + bottom: $slide-left-right-padding; + } + + img { + width: 85px; + height: 85px; + position: absolute; + right: 0; + margin: 8px 15px; + } +} + +.title-slide { + + hgroup { + bottom: 100px; + + h1 { + font-size: 65px; + line-height: 1.4; + letter-spacing: -3px; + color: $gray-4; + } + + h2 { + font-size: 34px; + color: $gray-2; + font-weight: inherit; + } + + p { + font-size: 20px; + color: $gray-3; + line-height: 1.3; + margin-top: 2em; + } + } +} + +.quote { + color: $gray-1; + + .author { + font-size: 24px; + position: absolute; + bottom: 80px; + line-height: 1.4; + } +} + +[data-config-contact] { + a { + color: rgb(255, 255, 255); + border-bottom: none; + } + span { + width: 115px; + display: inline-block; + } +} + +.overview { + + &.popup { + .note { + display: none !important; + } + } + + slides { + slide { + &.backdrop { + display: none !important; + } + + display: block; + cursor: pointer; + opacity: 0.5; + pointer-events: auto !important; + + @include backdrop(); + + &.far-past, + &.past, + &.next, + &.far-next, + &.far-past { + opacity: 0.5; + display: block; + } + + &.current { + opacity: 1; + } + } + } + + .slide-area { + display: none; + } +} + +@media print { + slides { + slide { + display: block !important; + position: relative; + @include backdrop(); + @include transform(none !important); + width: 100%; + height: 100%; + page-break-after:always; + top: auto !important; + left: auto !important; + margin-top: 0 !important; + margin-left: 0 !important; + opacity: 1 !important; + color: #555; + + &.far-past, + &.past, + &.next, + &.far-next, + &.far-past, + &.current { + opacity: 1 !important; + display: block !important; + } + + .build { + > * { + @include transition(none); + } + + .to-build, + .build-fade { + opacity: 1; + } + } + + .auto-fadein { + opacity: 1 !important; + } + + &.backdrop { + display: none !important; + } + + table.rows { + border-right: 0; + } + } + + slide[hidden] { + display: none !important; + } + } + + .slide-area { + display: none; + } + + .reflect { + -webkit-box-reflect: none; + -moz-box-reflect: none; + -o-box-reflect: none; + -ms-box-reflect: none; + box-reflect: none; + } + + pre, code { + font-family: monospace !important; + } +} diff --git a/slides_sources/build/slides/_static/theme/scss/hieroglyph.scss b/slides_sources/build/slides/_static/theme/scss/hieroglyph.scss new file mode 100644 index 0000000..e406085 --- /dev/null +++ b/slides_sources/build/slides/_static/theme/scss/hieroglyph.scss @@ -0,0 +1,100 @@ +@import "compass/css3/background-size"; + +@import "variables"; + +ol { + margin-left: 1.2em; + margin-bottom: 1em; + position: relative; + list-style: decimal; + + li { + margin-bottom: 0.5em; + + ol { + margin-left: 2em; + margin-bottom: 0; + list-style: decimal; + + li:before { + font-weight: 600; + } + } + } + + ol { + margin-top: .5em; + list-style: decimal; + + } +} + +slide.title-image { + + padding-right: 0px; + + hgroup { + position: static !important; + + margin-top: 35%; + padding-left: 30px; + + background: rgba(255, 255, 255, 0.7); + + border-top-left-radius: $slide-border-radius; + -webkit-border-top-left-radius: $slide-border-radius; + -moz-border-top-left-radius: $slide-border-radius; + -o-border-top-left-radius: $slide-border-radius; + } + + hgroup + article { + background: rgba(255, 255, 255, 0.7); + + margin-top: 0px; + padding-left: 30px; + + border-bottom-left-radius: $slide-border-radius; + -webkit-border-bottom-left-radius: $slide-border-radius; + -moz-border-bottom-left-radius: $slide-border-radius; + -o-border-bottom-left-radius: $slide-border-radius; + } + + h1 { + color: #222; + font-size: 3.2em; + + line-height: 1.5em; + font-weight: 500; + } + + div.figure { + + img { + position: absolute; + left: 0; + top: 0; + min-width: 100%; + min-height: 100%; + + border-radius: $slide-border-radius; + -o-border-radius: $slide-border-radius; + -moz-border-radius: $slide-border-radius; + -webkit-border-radius: $slide-border-radius; + + z-index: -1; + } + + .caption { + color: black; + background: rgba(255, 255, 255, 0.25); + padding: 0 5px; + border-bottom-left-radius: $slide-border-radius; + border-top-right-radius: $slide-border-radius; + + position: absolute; + left: 0; + bottom: 0; + margin-bottom: 0; + } + } +} diff --git a/slides_sources/build/slides/_static/theme/scss/io2013.scss b/slides_sources/build/slides/_static/theme/scss/io2013.scss new file mode 100644 index 0000000..c728cfb --- /dev/null +++ b/slides_sources/build/slides/_static/theme/scss/io2013.scss @@ -0,0 +1,51 @@ +@import "compass/css3/background-size"; + +@import "variables"; + +* { + line-height: 1.3; +} + +h2 { + font-weight: bold; +} +h2, h3 { + color: $gray-4; +} + +q, blockquote { + font-weight: bold; +} + +slides > slide { + color: $gray-4; + + &.title-slide { + &:after { + content: ''; + background: url(../../images/io2013/google-io-lockup-1.png) no-repeat 100% 50%; + @include background-size(contain); + position: absolute; + bottom: $slide-top-bottom-padding + 40; + right: $slide-top-bottom-padding; + width: 100%; + height: 90px; + } + + hgroup { + h1 { + font-weight: bold; + line-height: 1.1; + } + h2, p { + color: $gray-4; + } + h2 { + margin-top: 0.25em; + } + p { + margin-top: 3em; + } + } + } +} \ No newline at end of file diff --git a/slides_sources/build/slides/_static/theme/scss/phone.scss b/slides_sources/build/slides/_static/theme/scss/phone.scss new file mode 100644 index 0000000..c6a4043 --- /dev/null +++ b/slides_sources/build/slides/_static/theme/scss/phone.scss @@ -0,0 +1,35 @@ +@import "compass/css3/transition"; + + +/*Smartphones (portrait and landscape) ----------- */ +/*@media only screen +and (min-width : 320px) +and (max-width : 480px) { + +}*/ + +/* Smartphones (portrait) ----------- */ +//@media only screen and (max-device-width: 480px) { +/* Styles */ +//$slide-width: 350px; +//$slide-height: 500px; + +slides > slide { +/* width: $slide-width !important; + height: $slide-height !important; + margin-left: -$slide-width / 2 !important; + margin-top: -$slide-height / 2 !important; +*/ + // Don't do full slide transitions on mobile. + -webkit-transition: none !important; // Bug in compass? Not sure why the below is not working + @include transition(none !important); +} + +//} + +/* iPhone 4 ----------- */ +@media +only screen and (-webkit-min-device-pixel-ratio : 1.5), +only screen and (min-device-pixel-ratio : 1.5) { +/* Styles */ +} \ No newline at end of file diff --git a/slides_sources/build/slides/_static/transmogrifier.jpg b/slides_sources/build/slides/_static/transmogrifier.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73363dedaa6bcea02a5c2a32fe4a7b1495d05c3a GIT binary patch literal 105205 zcmb5VbyQVR*FL)UNe+iRba!_*(kUU`4N5nHq|)6jDk(@vr=+AHC?FsyEz(K~>gB!f z?~d>L=Z&)X|2}1Ax1SpO2oZ0=G)T!0=Ru(kK~lGoL}58R1| zr-$QRa#!wu%f;M(H8VW_Tl@bJqZ}N4?eA<)?jA*-JMz2gh3_!&!~bHn|6sfSVvGOa z$9`UZcQ#)C!S-H0|G`mrnA^udPw@`d0{}hF!~cct{ull~TzBRGskXDLrw6_7f0``J z%YSzX@$(D(C+Gjj|C_;o`scqUo+SVvegOc`wExlBWdT52Gysr){U06kO8~&X^RadG ze{{bL{_j2mNvHfA1Mk`Z0RQzz-NT-jo|XQ;FN&T%UY%zz8q_ zEC4IO2CxI102jaw@Bn-OKOg`I0>Xd@APR^9;(#O|1xN!jz&$_?kOve1B|sTa0aO8X 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freely distributable under the MIT license. +// Portions of Underscore are inspired or borrowed from Prototype, +// Oliver Steele's Functional, and John Resig's Micro-Templating. +// For all details and documentation: +// http://documentcloud.github.com/underscore + +(function() { + + // Baseline setup + // -------------- + + // Establish the root object, `window` in the browser, or `global` on the server. + var root = this; + + // Save the previous value of the `_` variable. + var previousUnderscore = root._; + + // Establish the object that gets returned to break out of a loop iteration. + var breaker = {}; + + // Save bytes in the minified (but not gzipped) version: + var ArrayProto = Array.prototype, ObjProto = Object.prototype, FuncProto = Function.prototype; + + // Create quick reference variables for speed access to core prototypes. + var slice = ArrayProto.slice, + unshift = ArrayProto.unshift, + toString = ObjProto.toString, + hasOwnProperty = ObjProto.hasOwnProperty; + + // All **ECMAScript 5** native function implementations that we hope to use + // are declared here. + var + nativeForEach = ArrayProto.forEach, + nativeMap = ArrayProto.map, + nativeReduce = ArrayProto.reduce, + nativeReduceRight = ArrayProto.reduceRight, + nativeFilter = ArrayProto.filter, + nativeEvery = ArrayProto.every, + nativeSome = ArrayProto.some, + nativeIndexOf = ArrayProto.indexOf, + nativeLastIndexOf = ArrayProto.lastIndexOf, + nativeIsArray = Array.isArray, + nativeKeys = Object.keys, + nativeBind = FuncProto.bind; + + // Create a safe reference to the Underscore object for use below. + var _ = function(obj) { return new wrapper(obj); }; + + // Export the Underscore object for **Node.js**, with + // backwards-compatibility for the old `require()` API. If we're in + // the browser, add `_` as a global object via a string identifier, + // for Closure Compiler "advanced" mode. + if (typeof exports !== 'undefined') { + if (typeof module !== 'undefined' && module.exports) { + exports = module.exports = _; + } + exports._ = _; + } else { + root['_'] = _; + } + + // Current version. + _.VERSION = '1.3.1'; + + // Collection Functions + // -------------------- + + // The cornerstone, an `each` implementation, aka `forEach`. + // Handles objects with the built-in `forEach`, arrays, and raw objects. + // Delegates to **ECMAScript 5**'s native `forEach` if available. + var each = _.each = _.forEach = function(obj, iterator, context) { + if (obj == null) return; + if (nativeForEach && obj.forEach === nativeForEach) { + obj.forEach(iterator, context); + } else if (obj.length === +obj.length) { + for (var i = 0, l = obj.length; i < l; i++) { + if (i in obj && iterator.call(context, obj[i], i, obj) === breaker) return; + } + } else { + for (var key in obj) { + if (_.has(obj, key)) { + if (iterator.call(context, obj[key], key, obj) === breaker) return; + } + } + } + }; + + // Return the results of applying the iterator to each element. + // Delegates to **ECMAScript 5**'s native `map` if available. + _.map = _.collect = function(obj, iterator, context) { + var results = []; + if (obj == null) return results; + if (nativeMap && obj.map === nativeMap) return obj.map(iterator, context); + each(obj, function(value, index, list) { + results[results.length] = iterator.call(context, value, index, list); + }); + if (obj.length === +obj.length) results.length = obj.length; + return results; + }; + + // **Reduce** builds up a single result from a list of values, aka `inject`, + // or `foldl`. Delegates to **ECMAScript 5**'s native `reduce` if available. + _.reduce = _.foldl = _.inject = function(obj, iterator, memo, context) { + var initial = arguments.length > 2; + if (obj == null) obj = []; + if (nativeReduce && obj.reduce === nativeReduce) { + if (context) iterator = _.bind(iterator, context); + return initial ? obj.reduce(iterator, memo) : obj.reduce(iterator); + } + each(obj, function(value, index, list) { + if (!initial) { + memo = value; + initial = true; + } else { + memo = iterator.call(context, memo, value, index, list); + } + }); + if (!initial) throw new TypeError('Reduce of empty array with no initial value'); + return memo; + }; + + // The right-associative version of reduce, also known as `foldr`. + // Delegates to **ECMAScript 5**'s native `reduceRight` if available. + _.reduceRight = _.foldr = function(obj, iterator, memo, context) { + var initial = arguments.length > 2; + if (obj == null) obj = []; + if (nativeReduceRight && obj.reduceRight === nativeReduceRight) { + if (context) iterator = _.bind(iterator, context); + return initial ? obj.reduceRight(iterator, memo) : obj.reduceRight(iterator); + } + var reversed = _.toArray(obj).reverse(); + if (context && !initial) iterator = _.bind(iterator, context); + return initial ? _.reduce(reversed, iterator, memo, context) : _.reduce(reversed, iterator); + }; + + // Return the first value which passes a truth test. Aliased as `detect`. + _.find = _.detect = function(obj, iterator, context) { + var result; + any(obj, function(value, index, list) { + if (iterator.call(context, value, index, list)) { + result = value; + return true; + } + }); + return result; + }; + + // Return all the elements that pass a truth test. + // Delegates to **ECMAScript 5**'s native `filter` if available. + // Aliased as `select`. + _.filter = _.select = function(obj, iterator, context) { + var results = []; + if (obj == null) return results; + if (nativeFilter && obj.filter === nativeFilter) return obj.filter(iterator, context); + each(obj, function(value, index, list) { + if (iterator.call(context, value, index, list)) results[results.length] = value; + }); + return results; + }; + + // Return all the elements for which a truth test fails. + _.reject = function(obj, iterator, context) { + var results = []; + if (obj == null) return results; + each(obj, function(value, index, list) { + if (!iterator.call(context, value, index, list)) results[results.length] = value; + }); + return results; + }; + + // Determine whether all of the elements match a truth test. + // Delegates to **ECMAScript 5**'s native `every` if available. + // Aliased as `all`. + _.every = _.all = function(obj, iterator, context) { + var result = true; + if (obj == null) return result; + if (nativeEvery && obj.every === nativeEvery) return obj.every(iterator, context); + each(obj, function(value, index, list) { + if (!(result = result && iterator.call(context, value, index, list))) return breaker; + }); + return result; + }; + + // Determine if at least one element in the object matches a truth test. + // Delegates to **ECMAScript 5**'s native `some` if available. + // Aliased as `any`. + var any = _.some = _.any = function(obj, iterator, context) { + iterator || (iterator = _.identity); + var result = false; + if (obj == null) return result; + if (nativeSome && obj.some === nativeSome) return obj.some(iterator, context); + each(obj, function(value, index, list) { + if (result || (result = iterator.call(context, value, index, list))) return breaker; + }); + return !!result; + }; + + // Determine if a given value is included in the array or object using `===`. + // Aliased as `contains`. + _.include = _.contains = function(obj, target) { + var found = false; + if (obj == null) return found; + if (nativeIndexOf && obj.indexOf === nativeIndexOf) return obj.indexOf(target) != -1; + found = any(obj, function(value) { + return value === target; + }); + return found; + }; + + // Invoke a method (with arguments) on every item in a collection. + _.invoke = function(obj, method) { + var args = slice.call(arguments, 2); + return _.map(obj, function(value) { + return (_.isFunction(method) ? method || value : value[method]).apply(value, args); + }); + }; + + // Convenience version of a common use case of `map`: fetching a property. + _.pluck = function(obj, key) { + return _.map(obj, function(value){ return value[key]; }); + }; + + // Return the maximum element or (element-based computation). + _.max = function(obj, iterator, context) { + if (!iterator && _.isArray(obj)) return Math.max.apply(Math, obj); + if (!iterator && _.isEmpty(obj)) return -Infinity; + var result = {computed : -Infinity}; + each(obj, function(value, index, list) { + var computed = iterator ? iterator.call(context, value, index, list) : value; + computed >= result.computed && (result = {value : value, computed : computed}); + }); + return result.value; + }; + + // Return the minimum element (or element-based computation). + _.min = function(obj, iterator, context) { + if (!iterator && _.isArray(obj)) return Math.min.apply(Math, obj); + if (!iterator && _.isEmpty(obj)) return Infinity; + var result = {computed : Infinity}; + each(obj, function(value, index, list) { + var computed = iterator ? iterator.call(context, value, index, list) : value; + computed < result.computed && (result = {value : value, computed : computed}); + }); + return result.value; + }; + + // Shuffle an array. + _.shuffle = function(obj) { + var shuffled = [], rand; + each(obj, function(value, index, list) { + if (index == 0) { + shuffled[0] = value; + } else { + rand = Math.floor(Math.random() * (index + 1)); + shuffled[index] = shuffled[rand]; + shuffled[rand] = value; + } + }); + return shuffled; + }; + + // Sort the object's values by a criterion produced by an iterator. + _.sortBy = function(obj, iterator, context) { + return _.pluck(_.map(obj, function(value, index, list) { + return { + value : value, + criteria : iterator.call(context, value, index, list) + }; + }).sort(function(left, right) { + var a = left.criteria, b = right.criteria; + return a < b ? -1 : a > b ? 1 : 0; + }), 'value'); + }; + + // Groups the object's values by a criterion. Pass either a string attribute + // to group by, or a function that returns the criterion. + _.groupBy = function(obj, val) { + var result = {}; + var iterator = _.isFunction(val) ? val : function(obj) { return obj[val]; }; + each(obj, function(value, index) { + var key = iterator(value, index); + (result[key] || (result[key] = [])).push(value); + }); + return result; + }; + + // Use a comparator function to figure out at what index an object should + // be inserted so as to maintain order. Uses binary search. + _.sortedIndex = function(array, obj, iterator) { + iterator || (iterator = _.identity); + var low = 0, high = array.length; + while (low < high) { + var mid = (low + high) >> 1; + iterator(array[mid]) < iterator(obj) ? low = mid + 1 : high = mid; + } + return low; + }; + + // Safely convert anything iterable into a real, live array. + _.toArray = function(iterable) { + if (!iterable) return []; + if (iterable.toArray) return iterable.toArray(); + if (_.isArray(iterable)) return slice.call(iterable); + if (_.isArguments(iterable)) return slice.call(iterable); + return _.values(iterable); + }; + + // Return the number of elements in an object. + _.size = function(obj) { + return _.toArray(obj).length; + }; + + // Array Functions + // --------------- + + // Get the first element of an array. Passing **n** will return the first N + // values in the array. Aliased as `head`. The **guard** check allows it to work + // with `_.map`. + _.first = _.head = function(array, n, guard) { + return (n != null) && !guard ? slice.call(array, 0, n) : array[0]; + }; + + // Returns everything but the last entry of the array. Especcialy useful on + // the arguments object. Passing **n** will return all the values in + // the array, excluding the last N. The **guard** check allows it to work with + // `_.map`. + _.initial = function(array, n, guard) { + return slice.call(array, 0, array.length - ((n == null) || guard ? 1 : n)); + }; + + // Get the last element of an array. Passing **n** will return the last N + // values in the array. The **guard** check allows it to work with `_.map`. + _.last = function(array, n, guard) { + if ((n != null) && !guard) { + return slice.call(array, Math.max(array.length - n, 0)); + } else { + return array[array.length - 1]; + } + }; + + // Returns everything but the first entry of the array. Aliased as `tail`. + // Especially useful on the arguments object. Passing an **index** will return + // the rest of the values in the array from that index onward. The **guard** + // check allows it to work with `_.map`. + _.rest = _.tail = function(array, index, guard) { + return slice.call(array, (index == null) || guard ? 1 : index); + }; + + // Trim out all falsy values from an array. + _.compact = function(array) { + return _.filter(array, function(value){ return !!value; }); + }; + + // Return a completely flattened version of an array. + _.flatten = function(array, shallow) { + return _.reduce(array, function(memo, value) { + if (_.isArray(value)) return memo.concat(shallow ? value : _.flatten(value)); + memo[memo.length] = value; + return memo; + }, []); + }; + + // Return a version of the array that does not contain the specified value(s). + _.without = function(array) { + return _.difference(array, slice.call(arguments, 1)); + }; + + // Produce a duplicate-free version of the array. If the array has already + // been sorted, you have the option of using a faster algorithm. + // Aliased as `unique`. + _.uniq = _.unique = function(array, isSorted, iterator) { + var initial = iterator ? _.map(array, iterator) : array; + var result = []; + _.reduce(initial, function(memo, el, i) { + if (0 == i || (isSorted === true ? _.last(memo) != el : !_.include(memo, el))) { + memo[memo.length] = el; + result[result.length] = array[i]; + } + return memo; + }, []); + return result; + }; + + // Produce an array that contains the union: each distinct element from all of + // the passed-in arrays. + _.union = function() { + return _.uniq(_.flatten(arguments, true)); + }; + + // Produce an array that contains every item shared between all the + // passed-in arrays. (Aliased as "intersect" for back-compat.) + _.intersection = _.intersect = function(array) { + var rest = slice.call(arguments, 1); + return _.filter(_.uniq(array), function(item) { + return _.every(rest, function(other) { + return _.indexOf(other, item) >= 0; + }); + }); + }; + + // Take the difference between one array and a number of other arrays. + // Only the elements present in just the first array will remain. + _.difference = function(array) { + var rest = _.flatten(slice.call(arguments, 1)); + return _.filter(array, function(value){ return !_.include(rest, value); }); + }; + + // Zip together multiple lists into a single array -- elements that share + // an index go together. + _.zip = function() { + var args = slice.call(arguments); + var length = _.max(_.pluck(args, 'length')); + var results = new Array(length); + for (var i = 0; i < length; i++) results[i] = _.pluck(args, "" + i); + return results; + }; + + // If the browser doesn't supply us with indexOf (I'm looking at you, **MSIE**), + // we need this function. Return the position of the first occurrence of an + // item in an array, or -1 if the item is not included in the array. + // Delegates to **ECMAScript 5**'s native `indexOf` if available. + // If the array is large and already in sort order, pass `true` + // for **isSorted** to use binary search. + _.indexOf = function(array, item, isSorted) { + if (array == null) return -1; + var i, l; + if (isSorted) { + i = _.sortedIndex(array, item); + return array[i] === item ? i : -1; + } + if (nativeIndexOf && array.indexOf === nativeIndexOf) return array.indexOf(item); + for (i = 0, l = array.length; i < l; i++) if (i in array && array[i] === item) return i; + return -1; + }; + + // Delegates to **ECMAScript 5**'s native `lastIndexOf` if available. + _.lastIndexOf = function(array, item) { + if (array == null) return -1; + if (nativeLastIndexOf && array.lastIndexOf === nativeLastIndexOf) return array.lastIndexOf(item); + var i = array.length; + while (i--) if (i in array && array[i] === item) return i; + return -1; + }; + + // Generate an integer Array containing an arithmetic progression. A port of + // the native Python `range()` function. See + // [the Python documentation](http://docs.python.org/library/functions.html#range). + _.range = function(start, stop, step) { + if (arguments.length <= 1) { + stop = start || 0; + start = 0; + } + step = arguments[2] || 1; + + var len = Math.max(Math.ceil((stop - start) / step), 0); + var idx = 0; + var range = new Array(len); + + while(idx < len) { + range[idx++] = start; + start += step; + } + + return range; + }; + + // Function (ahem) Functions + // ------------------ + + // Reusable constructor function for prototype setting. + var ctor = function(){}; + + // Create a function bound to a given object (assigning `this`, and arguments, + // optionally). Binding with arguments is also known as `curry`. + // Delegates to **ECMAScript 5**'s native `Function.bind` if available. + // We check for `func.bind` first, to fail fast when `func` is undefined. + _.bind = function bind(func, context) { + var bound, args; + if (func.bind === nativeBind && nativeBind) return nativeBind.apply(func, slice.call(arguments, 1)); + if (!_.isFunction(func)) throw new TypeError; + args = slice.call(arguments, 2); + return bound = function() { + if (!(this instanceof bound)) return func.apply(context, args.concat(slice.call(arguments))); + ctor.prototype = func.prototype; + var self = new ctor; + var result = func.apply(self, args.concat(slice.call(arguments))); + if (Object(result) === result) return result; + return self; + }; + }; + + // Bind all of an object's methods to that object. Useful for ensuring that + // all callbacks defined on an object belong to it. + _.bindAll = function(obj) { + var funcs = slice.call(arguments, 1); + if (funcs.length == 0) funcs = _.functions(obj); + each(funcs, function(f) { obj[f] = _.bind(obj[f], obj); }); + return obj; + }; + + // Memoize an expensive function by storing its results. + _.memoize = function(func, hasher) { + var memo = {}; + hasher || (hasher = _.identity); + return function() { + var key = hasher.apply(this, arguments); + return _.has(memo, key) ? memo[key] : (memo[key] = func.apply(this, arguments)); + }; + }; + + // Delays a function for the given number of milliseconds, and then calls + // it with the arguments supplied. + _.delay = function(func, wait) { + var args = slice.call(arguments, 2); + return setTimeout(function(){ return func.apply(func, args); }, wait); + }; + + // Defers a function, scheduling it to run after the current call stack has + // cleared. + _.defer = function(func) { + return _.delay.apply(_, [func, 1].concat(slice.call(arguments, 1))); + }; + + // Returns a function, that, when invoked, will only be triggered at most once + // during a given window of time. + _.throttle = function(func, wait) { + var context, args, timeout, throttling, more; + var whenDone = _.debounce(function(){ more = throttling = false; }, wait); + return function() { + context = this; args = arguments; + var later = function() { + timeout = null; + if (more) func.apply(context, args); + whenDone(); + }; + if (!timeout) timeout = setTimeout(later, wait); + if (throttling) { + more = true; + } else { + func.apply(context, args); + } + whenDone(); + throttling = true; + }; + }; + + // Returns a function, that, as long as it continues to be invoked, will not + // be triggered. The function will be called after it stops being called for + // N milliseconds. + _.debounce = function(func, wait) { + var timeout; + return function() { + var context = this, args = arguments; + var later = function() { + timeout = null; + func.apply(context, args); + }; + clearTimeout(timeout); + timeout = setTimeout(later, wait); + }; + }; + + // Returns a function that will be executed at most one time, no matter how + // often you call it. Useful for lazy initialization. + _.once = function(func) { + var ran = false, memo; + return function() { + if (ran) return memo; + ran = true; + return memo = func.apply(this, arguments); + }; + }; + + // Returns the first function passed as an argument to the second, + // allowing you to adjust arguments, run code before and after, and + // conditionally execute the original function. + _.wrap = function(func, wrapper) { + return function() { + var args = [func].concat(slice.call(arguments, 0)); + return wrapper.apply(this, args); + }; + }; + + // Returns a function that is the composition of a list of functions, each + // consuming the return value of the function that follows. + _.compose = function() { + var funcs = arguments; + return function() { + var args = arguments; + for (var i = funcs.length - 1; i >= 0; i--) { + args = [funcs[i].apply(this, args)]; + } + return args[0]; + }; + }; + + // Returns a function that will only be executed after being called N times. + _.after = function(times, func) { + if (times <= 0) return func(); + return function() { + if (--times < 1) { return func.apply(this, arguments); } + }; + }; + + // Object Functions + // ---------------- + + // Retrieve the names of an object's properties. + // Delegates to **ECMAScript 5**'s native `Object.keys` + _.keys = nativeKeys || function(obj) { + if (obj !== Object(obj)) throw new TypeError('Invalid object'); + var keys = []; + for (var key in obj) if (_.has(obj, key)) keys[keys.length] = key; + return keys; + }; + + // Retrieve the values of an object's properties. + _.values = function(obj) { + return _.map(obj, _.identity); + }; + + // Return a sorted list of the function names available on the object. + // Aliased as `methods` + _.functions = _.methods = function(obj) { + var names = []; + for (var key in obj) { + if (_.isFunction(obj[key])) names.push(key); + } + return names.sort(); + }; + + // Extend a given object with all the properties in passed-in object(s). + _.extend = function(obj) { + each(slice.call(arguments, 1), function(source) { + for (var prop in source) { + obj[prop] = source[prop]; + } + }); + return obj; + }; + + // Fill in a given object with default properties. + _.defaults = function(obj) { + each(slice.call(arguments, 1), function(source) { + for (var prop in source) { + if (obj[prop] == null) obj[prop] = source[prop]; + } + }); + return obj; + }; + + // Create a (shallow-cloned) duplicate of an object. + _.clone = function(obj) { + if (!_.isObject(obj)) return obj; + return _.isArray(obj) ? obj.slice() : _.extend({}, obj); + }; + + // Invokes interceptor with the obj, and then returns obj. + // The primary purpose of this method is to "tap into" a method chain, in + // order to perform operations on intermediate results within the chain. + _.tap = function(obj, interceptor) { + interceptor(obj); + return obj; + }; + + // Internal recursive comparison function. + function eq(a, b, stack) { + // Identical objects are equal. `0 === -0`, but they aren't identical. + // See the Harmony `egal` proposal: http://wiki.ecmascript.org/doku.php?id=harmony:egal. + if (a === b) return a !== 0 || 1 / a == 1 / b; + // A strict comparison is necessary because `null == undefined`. + if (a == null || b == null) return a === b; + // Unwrap any wrapped objects. + if (a._chain) a = a._wrapped; + if (b._chain) b = b._wrapped; + // Invoke a custom `isEqual` method if one is provided. + if (a.isEqual && _.isFunction(a.isEqual)) return a.isEqual(b); + if (b.isEqual && _.isFunction(b.isEqual)) return b.isEqual(a); + // Compare `[[Class]]` names. + var className = toString.call(a); + if (className != toString.call(b)) return false; + switch (className) { + // Strings, numbers, dates, and booleans are compared by value. + case '[object String]': + // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is + // equivalent to `new String("5")`. + return a == String(b); + case '[object Number]': + // `NaN`s are equivalent, but non-reflexive. An `egal` comparison is performed for + // other numeric values. + return a != +a ? b != +b : (a == 0 ? 1 / a == 1 / b : a == +b); + case '[object Date]': + case '[object Boolean]': + // Coerce dates and booleans to numeric primitive values. Dates are compared by their + // millisecond representations. Note that invalid dates with millisecond representations + // of `NaN` are not equivalent. + return +a == +b; + // RegExps are compared by their source patterns and flags. + case '[object RegExp]': + return a.source == b.source && + a.global == b.global && + a.multiline == b.multiline && + a.ignoreCase == b.ignoreCase; + } + if (typeof a != 'object' || typeof b != 'object') return false; + // Assume equality for cyclic structures. The algorithm for detecting cyclic + // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`. + var length = stack.length; + while (length--) { + // Linear search. Performance is inversely proportional to the number of + // unique nested structures. + if (stack[length] == a) return true; + } + // Add the first object to the stack of traversed objects. + stack.push(a); + var size = 0, result = true; + // Recursively compare objects and arrays. + if (className == '[object Array]') { + // Compare array lengths to determine if a deep comparison is necessary. + size = a.length; + result = size == b.length; + if (result) { + // Deep compare the contents, ignoring non-numeric properties. + while (size--) { + // Ensure commutative equality for sparse arrays. + if (!(result = size in a == size in b && eq(a[size], b[size], stack))) break; + } + } + } else { + // Objects with different constructors are not equivalent. + if ('constructor' in a != 'constructor' in b || a.constructor != b.constructor) return false; + // Deep compare objects. + for (var key in a) { + if (_.has(a, key)) { + // Count the expected number of properties. + size++; + // Deep compare each member. + if (!(result = _.has(b, key) && eq(a[key], b[key], stack))) break; + } + } + // Ensure that both objects contain the same number of properties. + if (result) { + for (key in b) { + if (_.has(b, key) && !(size--)) break; + } + result = !size; + } + } + // Remove the first object from the stack of traversed objects. + stack.pop(); + return result; + } + + // Perform a deep comparison to check if two objects are equal. + _.isEqual = function(a, b) { + return eq(a, b, []); + }; + + // Is a given array, string, or object empty? + // An "empty" object has no enumerable own-properties. + _.isEmpty = function(obj) { + if (_.isArray(obj) || _.isString(obj)) return obj.length === 0; + for (var key in obj) if (_.has(obj, key)) return false; + return true; + }; + + // Is a given value a DOM element? + _.isElement = function(obj) { + return !!(obj && obj.nodeType == 1); + }; + + // Is a given value an array? + // Delegates to ECMA5's native Array.isArray + _.isArray = nativeIsArray || function(obj) { + return toString.call(obj) == '[object Array]'; + }; + + // Is a given variable an object? + _.isObject = function(obj) { + return obj === Object(obj); + }; + + // Is a given variable an arguments object? + _.isArguments = function(obj) { + return toString.call(obj) == '[object Arguments]'; + }; + if (!_.isArguments(arguments)) { + _.isArguments = function(obj) { + return !!(obj && _.has(obj, 'callee')); + }; + } + + // Is a given value a function? + _.isFunction = function(obj) { + return toString.call(obj) == '[object Function]'; + }; + + // Is a given value a string? + _.isString = function(obj) { + return toString.call(obj) == '[object String]'; + }; + + // Is a given value a number? + _.isNumber = function(obj) { + return toString.call(obj) == '[object Number]'; + }; + + // Is the given value `NaN`? + _.isNaN = function(obj) { + // `NaN` is the only value for which `===` is not reflexive. + return obj !== obj; + }; + + // Is a given value a boolean? + _.isBoolean = function(obj) { + return obj === true || obj === false || toString.call(obj) == '[object Boolean]'; + }; + + // Is a given value a date? + _.isDate = function(obj) { + return toString.call(obj) == '[object Date]'; + }; + + // Is the given value a regular expression? + _.isRegExp = function(obj) { + return toString.call(obj) == '[object RegExp]'; + }; + + // Is a given value equal to null? + _.isNull = function(obj) { + return obj === null; + }; + + // Is a given variable undefined? + _.isUndefined = function(obj) { + return obj === void 0; + }; + + // Has own property? + _.has = function(obj, key) { + return hasOwnProperty.call(obj, key); + }; + + // Utility Functions + // ----------------- + + // Run Underscore.js in *noConflict* mode, returning the `_` variable to its + // previous owner. Returns a reference to the Underscore object. + _.noConflict = function() { + root._ = previousUnderscore; + return this; + }; + + // Keep the identity function around for default iterators. + _.identity = function(value) { + return value; + }; + + // Run a function **n** times. + _.times = function (n, iterator, context) { + for (var i = 0; i < n; i++) iterator.call(context, i); + }; + + // Escape a string for HTML interpolation. + _.escape = function(string) { + return (''+string).replace(/&/g, '&').replace(//g, '>').replace(/"/g, '"').replace(/'/g, ''').replace(/\//g,'/'); + }; + + // Add your own custom functions to the Underscore object, ensuring that + // they're correctly added to the OOP wrapper as well. + _.mixin = function(obj) { + each(_.functions(obj), function(name){ + addToWrapper(name, _[name] = obj[name]); + }); + }; + + // Generate a unique integer id (unique within the entire client session). + // Useful for temporary DOM ids. + var idCounter = 0; + _.uniqueId = function(prefix) { + var id = idCounter++; + return prefix ? prefix + id : id; + }; + + // By default, Underscore uses ERB-style template delimiters, change the + // following template settings to use alternative delimiters. + _.templateSettings = { + evaluate : /<%([\s\S]+?)%>/g, + interpolate : /<%=([\s\S]+?)%>/g, + escape : /<%-([\s\S]+?)%>/g + }; + + // When customizing `templateSettings`, if you don't want to define an + // interpolation, evaluation or escaping regex, we need one that is + // guaranteed not to match. + var noMatch = /.^/; + + // Within an interpolation, evaluation, or escaping, remove HTML escaping + // that had been previously added. + var unescape = function(code) { + return code.replace(/\\\\/g, '\\').replace(/\\'/g, "'"); + }; + + // JavaScript micro-templating, similar to John Resig's implementation. + // Underscore templating handles arbitrary delimiters, preserves whitespace, + // and correctly escapes quotes within interpolated code. + _.template = function(str, data) { + var c = _.templateSettings; + var tmpl = 'var __p=[],print=function(){__p.push.apply(__p,arguments);};' + + 'with(obj||{}){__p.push(\'' + + str.replace(/\\/g, '\\\\') + .replace(/'/g, "\\'") + .replace(c.escape || noMatch, function(match, code) { + return "',_.escape(" + unescape(code) + "),'"; + }) + .replace(c.interpolate || noMatch, function(match, code) { + return "'," + unescape(code) + ",'"; + }) + .replace(c.evaluate || noMatch, function(match, code) { + return "');" + unescape(code).replace(/[\r\n\t]/g, ' ') + ";__p.push('"; + }) + .replace(/\r/g, '\\r') + .replace(/\n/g, '\\n') + .replace(/\t/g, '\\t') + + "');}return __p.join('');"; + var func = new Function('obj', '_', tmpl); + if (data) return func(data, _); + return function(data) { + return func.call(this, data, _); + }; + }; + + // Add a "chain" function, which will delegate to the wrapper. + _.chain = function(obj) { + return _(obj).chain(); + }; + + // The OOP Wrapper + // --------------- + + // If Underscore is called as a function, it returns a wrapped object that + // can be used OO-style. This wrapper holds altered versions of all the + // underscore functions. Wrapped objects may be chained. + var wrapper = function(obj) { this._wrapped = obj; }; + + // Expose `wrapper.prototype` as `_.prototype` + _.prototype = wrapper.prototype; + + // Helper function to continue chaining intermediate results. + var result = function(obj, chain) { + return chain ? _(obj).chain() : obj; + }; + + // A method to easily add functions to the OOP wrapper. + var addToWrapper = function(name, func) { + wrapper.prototype[name] = function() { + var args = slice.call(arguments); + unshift.call(args, this._wrapped); + return result(func.apply(_, args), this._chain); + }; + }; + + // Add all of the Underscore functions to the wrapper object. + _.mixin(_); + + // Add all mutator Array functions to the wrapper. + each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) { + var method = ArrayProto[name]; + wrapper.prototype[name] = function() { + var wrapped = this._wrapped; + method.apply(wrapped, arguments); + var length = wrapped.length; + if ((name == 'shift' || name == 'splice') && length === 0) delete wrapped[0]; + return result(wrapped, this._chain); + }; + }); + + // Add all accessor Array functions to the wrapper. + each(['concat', 'join', 'slice'], function(name) { + var method = ArrayProto[name]; + wrapper.prototype[name] = function() { + return result(method.apply(this._wrapped, arguments), this._chain); + }; + }); + + // Start chaining a wrapped Underscore object. + wrapper.prototype.chain = function() { + this._chain = true; + return this; + }; + + // Extracts the result from a wrapped and chained object. + wrapper.prototype.value = function() { + return this._wrapped; + }; + +}).call(this); diff --git a/slides_sources/build/slides/_static/underscore.js b/slides_sources/build/slides/_static/underscore.js new file mode 100644 index 0000000..5b55f32 --- /dev/null +++ b/slides_sources/build/slides/_static/underscore.js @@ -0,0 +1,31 @@ +// Underscore.js 1.3.1 +// (c) 2009-2012 Jeremy Ashkenas, DocumentCloud Inc. +// Underscore is freely distributable under the MIT license. +// Portions of Underscore are inspired or borrowed from Prototype, +// Oliver Steele's Functional, and John Resig's Micro-Templating. +// For all details and documentation: +// http://documentcloud.github.com/underscore +(function(){function q(a,c,d){if(a===c)return a!==0||1/a==1/c;if(a==null||c==null)return a===c;if(a._chain)a=a._wrapped;if(c._chain)c=c._wrapped;if(a.isEqual&&b.isFunction(a.isEqual))return a.isEqual(c);if(c.isEqual&&b.isFunction(c.isEqual))return c.isEqual(a);var e=l.call(a);if(e!=l.call(c))return false;switch(e){case "[object String]":return a==String(c);case "[object Number]":return a!=+a?c!=+c:a==0?1/a==1/c:a==+c;case "[object Date]":case "[object Boolean]":return+a==+c;case "[object RegExp]":return a.source== +c.source&&a.global==c.global&&a.multiline==c.multiline&&a.ignoreCase==c.ignoreCase}if(typeof a!="object"||typeof c!="object")return false;for(var f=d.length;f--;)if(d[f]==a)return 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    • No comments yet.
      • '); + ul.data('empty', true); + } else { + // If there are comments, sort them and put them in the list. + var comments = sortComments(data.comments); + speed = data.comments.length * 100; + appendComments(comments, ul); + ul.data('empty', false); + } + $('#cn' + id).slideUp(speed + 200); + ul.slideDown(speed); + }, + error: function(request, textStatus, error) { + showError('Oops, there was a problem retrieving the comments.'); + }, + dataType: 'json' + }); + } + + /** + * Add a comment via ajax and insert the comment into the comment tree. + */ + function addComment(form) { + var node_id = form.find('input[name="node"]').val(); + var parent_id = form.find('input[name="parent"]').val(); + var text = form.find('textarea[name="comment"]').val(); + var proposal = form.find('textarea[name="proposal"]').val(); + + if (text == '') { + showError('Please enter a comment.'); + return; + } + + // Disable the form that is being submitted. + form.find('textarea,input').attr('disabled', 'disabled'); + + // Send the comment to the server. + $.ajax({ + type: "POST", + url: opts.addCommentURL, + dataType: 'json', + data: { + node: node_id, + parent: parent_id, + text: text, + proposal: proposal + }, + success: function(data, textStatus, error) { + // Reset the form. + if (node_id) { + hideProposeChange(node_id); + } + form.find('textarea') + .val('') + .add(form.find('input')) + .removeAttr('disabled'); + var ul = $('#cl' + (node_id || parent_id)); + if (ul.data('empty')) { + $(ul).empty(); + ul.data('empty', false); + } + insertComment(data.comment); + var ao = $('#ao' + node_id); + ao.find('img').attr({'src': opts.commentBrightImage}); + if (node_id) { + // if this was a "root" comment, remove the commenting box + // (the user can get it back by reopening the comment popup) + $('#ca' + node_id).slideUp(); + } + }, + error: function(request, textStatus, error) { + form.find('textarea,input').removeAttr('disabled'); + showError('Oops, there was a problem adding the comment.'); + } + }); + } + + /** + * Recursively append comments to the main comment list and children + * lists, creating the comment tree. + */ + function appendComments(comments, ul) { + $.each(comments, function() { + var div = createCommentDiv(this); + ul.append($(document.createElement('li')).html(div)); + appendComments(this.children, div.find('ul.comment-children')); + // To avoid stagnating data, don't store the comments children in data. + this.children = null; + div.data('comment', this); + }); + } + + /** + * After adding a new comment, it must be inserted in the correct + * location in the comment tree. + */ + function insertComment(comment) { + var div = createCommentDiv(comment); + + // To avoid stagnating data, don't store the comments children in data. + comment.children = null; + div.data('comment', comment); + + var ul = $('#cl' + (comment.node || comment.parent)); + var siblings = getChildren(ul); + + var li = $(document.createElement('li')); + li.hide(); + + // Determine where in the parents children list to insert this comment. + for(i=0; i < siblings.length; i++) { + if (comp(comment, siblings[i]) <= 0) { + $('#cd' + siblings[i].id) + .parent() + .before(li.html(div)); + li.slideDown('fast'); + return; + } + } + + // If we get here, this comment rates lower than all the others, + // or it is the only comment in the list. + ul.append(li.html(div)); + li.slideDown('fast'); + } + + function acceptComment(id) { + $.ajax({ + type: 'POST', + url: opts.acceptCommentURL, + data: {id: id}, + success: function(data, textStatus, request) { + $('#cm' + id).fadeOut('fast'); + $('#cd' + id).removeClass('moderate'); + }, + error: function(request, textStatus, error) { + showError('Oops, there was a problem accepting the comment.'); + } + }); + } + + function deleteComment(id) { + $.ajax({ + type: 'POST', + url: opts.deleteCommentURL, + data: {id: id}, + success: function(data, textStatus, request) { + var div = $('#cd' + id); + if (data == 'delete') { + // Moderator mode: remove the comment and all children immediately + div.slideUp('fast', function() { + div.remove(); + }); + return; + } + // User mode: only mark the comment as deleted + div + .find('span.user-id:first') + .text('[deleted]').end() + .find('div.comment-text:first') + .text('[deleted]').end() + .find('#cm' + id + ', #dc' + id + ', #ac' + id + ', #rc' + id + + ', #sp' + id + ', #hp' + id + ', #cr' + id + ', #rl' + id) + .remove(); + var comment = div.data('comment'); + comment.username = '[deleted]'; + comment.text = '[deleted]'; + div.data('comment', comment); + }, + error: function(request, textStatus, error) { + showError('Oops, there was a problem deleting the comment.'); + } + }); + } + + function showProposal(id) { + $('#sp' + id).hide(); + $('#hp' + id).show(); + $('#pr' + id).slideDown('fast'); + } + + function hideProposal(id) { + $('#hp' + id).hide(); + $('#sp' + id).show(); + $('#pr' + id).slideUp('fast'); + } + + function showProposeChange(id) { + $('#pc' + id).hide(); + $('#hc' + id).show(); + var textarea = $('#pt' + id); + textarea.val(textarea.data('source')); + $.fn.autogrow.resize(textarea[0]); + textarea.slideDown('fast'); + } + + function hideProposeChange(id) { + $('#hc' + id).hide(); + $('#pc' + id).show(); + var textarea = $('#pt' + id); + textarea.val('').removeAttr('disabled'); + textarea.slideUp('fast'); + } + + function toggleCommentMarkupBox(id) { + $('#mb' + id).toggle(); + } + + /** Handle when the user clicks on a sort by link. */ + function handleReSort(link) { + var classes = link.attr('class').split(/\s+/); + for (var i=0; iThank you! Your comment will show up ' + + 'once it is has been approved by a moderator.'); + } + // Prettify the comment rating. + comment.pretty_rating = comment.rating + ' point' + + (comment.rating == 1 ? '' : 's'); + // Make a class (for displaying not yet moderated comments differently) + comment.css_class = comment.displayed ? '' : ' moderate'; + // Create a div for this comment. + var context = $.extend({}, opts, comment); + var div = $(renderTemplate(commentTemplate, context)); + + // If the user has voted on this comment, highlight the correct arrow. + if (comment.vote) { + var direction = (comment.vote == 1) ? 'u' : 'd'; + div.find('#' + direction + 'v' + comment.id).hide(); + div.find('#' + direction + 'u' + comment.id).show(); + } + + if (opts.moderator || comment.text != '[deleted]') { + div.find('a.reply').show(); + if (comment.proposal_diff) + div.find('#sp' + comment.id).show(); + if (opts.moderator && !comment.displayed) + div.find('#cm' + comment.id).show(); + if (opts.moderator || (opts.username == comment.username)) + div.find('#dc' + comment.id).show(); + } + return div; + } + + /** + * A simple template renderer. Placeholders such as <%id%> are replaced + * by context['id'] with items being escaped. Placeholders such as <#id#> + * are not escaped. + */ + function renderTemplate(template, context) { + var esc = $(document.createElement('div')); + + function handle(ph, escape) { + var cur = context; + $.each(ph.split('.'), function() { + cur = cur[this]; + }); + return escape ? esc.text(cur || "").html() : cur; + } + + return template.replace(/<([%#])([\w\.]*)\1>/g, function() { + return handle(arguments[2], arguments[1] == '%' ? true : false); + }); + } + + /** Flash an error message briefly. */ + function showError(message) { + $(document.createElement('div')).attr({'class': 'popup-error'}) + .append($(document.createElement('div')) + .attr({'class': 'error-message'}).text(message)) + .appendTo('body') + .fadeIn("slow") + .delay(2000) + .fadeOut("slow"); + } + + /** Add a link the user uses to open the comments popup. */ + $.fn.comment = function() { + return this.each(function() { + var id = $(this).attr('id').substring(1); + var count = COMMENT_METADATA[id]; + var title = count + ' comment' + (count == 1 ? '' : 's'); + var image = count > 0 ? opts.commentBrightImage : opts.commentImage; + var addcls = count == 0 ? ' nocomment' : ''; + $(this) + .append( + $(document.createElement('a')).attr({ + href: '#', + 'class': 'sphinx-comment-open' + addcls, + id: 'ao' + id + }) + .append($(document.createElement('img')).attr({ + src: image, + alt: 'comment', + title: title + })) + .click(function(event) { + event.preventDefault(); + show($(this).attr('id').substring(2)); + }) + ) + .append( + $(document.createElement('a')).attr({ + href: '#', + 'class': 'sphinx-comment-close hidden', + id: 'ah' + id + }) + .append($(document.createElement('img')).attr({ + src: opts.closeCommentImage, + alt: 'close', + title: 'close' + })) + .click(function(event) { + event.preventDefault(); + hide($(this).attr('id').substring(2)); + }) + ); + }); + }; + + var opts = { + processVoteURL: '/_process_vote', + addCommentURL: '/_add_comment', + getCommentsURL: '/_get_comments', + acceptCommentURL: '/_accept_comment', + deleteCommentURL: '/_delete_comment', + commentImage: '/static/_static/comment.png', + closeCommentImage: '/static/_static/comment-close.png', + loadingImage: '/static/_static/ajax-loader.gif', + commentBrightImage: '/static/_static/comment-bright.png', + upArrow: '/static/_static/up.png', + downArrow: '/static/_static/down.png', + upArrowPressed: '/static/_static/up-pressed.png', + downArrowPressed: '/static/_static/down-pressed.png', + voting: false, + moderator: false + }; + + if (typeof COMMENT_OPTIONS != "undefined") { + opts = jQuery.extend(opts, COMMENT_OPTIONS); + } + + var popupTemplate = '\ +
      \ +

      \ + Sort by:\ + best rated\ + newest\ + oldest\ +

      \ +
      Comments
      \ +
      \ + loading comments...
      \ +
        \ +
        \ +

        Add a comment\ + (markup):

        \ +
        \ + reStructured text markup: *emph*, **strong**, \ + ``code``, \ + code blocks: :: and an indented block after blank line
        \ +
        \ + \ +

        \ + \ + Propose a change ▹\ + \ + \ + Propose a change ▿\ + \ +

        \ + \ + \ + \ + \ + \ +
        \ +
        '; + + var commentTemplate = '\ +
        \ +
        \ +
        \ + \ + \ + \ + \ + \ + \ +
        \ +
        \ + \ + \ + \ + \ + \ + \ +
        \ +
        \ +
        \ +

        \ + <%username%>\ + <%pretty_rating%>\ + <%time.delta%>\ +

        \ +
        <#text#>
        \ +

        \ + \ + reply ▿\ + proposal ▹\ + proposal ▿\ + \ + \ +

        \ + 
        \
+<#proposal_diff#>\
+
        \ +
          \ +
          \ +
          \ +
          \ + '; + + var replyTemplate = '\ +
        • \ +
          \ +
          \ + \ + \ + \ + \ + \ + \ +
          \ +
          • '; + + $(document).ready(function() { + init(); + }); +})(jQuery); + +$(document).ready(function() { + // add comment anchors for all paragraphs that are commentable + $('.sphinx-has-comment').comment(); + + // highlight search words in search results + $("div.context").each(function() { + var params = $.getQueryParameters(); + var terms = (params.q) ? params.q[0].split(/\s+/) : []; + var result = $(this); + $.each(terms, function() { + result.highlightText(this.toLowerCase(), 'highlighted'); + }); + }); + + // directly open comment window if requested + var anchor = document.location.hash; + if (anchor.substring(0, 9) == '#comment-') { + $('#ao' + anchor.substring(9)).click(); + document.location.hash = '#s' + anchor.substring(9); + } +}); diff --git a/slides_sources/build/slides/advanced_oo.html b/slides_sources/build/slides/advanced_oo.html new file mode 100644 index 0000000..5bee665 --- /dev/null +++ b/slides_sources/build/slides/advanced_oo.html @@ -0,0 +1,642 @@ + + + + + + Advanced Object Oriented Features of Python — System Development with Python + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
          +

          +

          +

          +
          +           + + + +
          +

          Advanced Object Oriented Features of Python

          +
          +
          +
            +
          • Chris Barker
            • +
          +

          PythonCHB@gmail.com

          + + + + +
          +           +
          +

          Multiple Inheritance

          +
          +
          +

          Pulling methods from more than one class

          + + + + +
          +           +
          +

          multiple inheritance

          +
          +
          + 
          class Combined(Super1, Super2, Super3):
+    def __init__(self, something, something else):
+        Super1.__init__(self, ......)
+        Super2.__init__(self, ......)
+        Super3.__init__(self, ......)
+
          +
          +

          (calls to the super classes __init__ are optional and case dependent)

          + + + + +
          +           +
          +

          multiple inheritance

          +
          +
          +

          Method Resolution Order: left to right

          +
            +
          1. Is it an instance attribute ?
            2. +
          2. Is it a class attribute ?
            3. +
          3. Is it a superclass attribute ?
              +
            1. is it an attribute of the left-most superclass?
              2. +
            2. is it an attribute of the next superclass?
              3. +
            3. ....
              4. +
            +
            4. +
          4. Is it a super-superclass attribute ?
            5. +
          5. also left to right...
            6. +
          +

          ( This can get complicated --- more on that later...)

          + + + + +
          +           +
          +

          Mix-ins

          +
          +
          +

          Why would you want to do this?

          +

          Hierarchies are not always simple:

          +
            +
          • Animal
              +
            • Mammal
                +
              • GiveBirth()
                • +
              +
              • +
            • Bird
                +
              • LayEggs()
                • +
              +
              • +
            +
            • +
          +

          Where do you put a Platypus?

          +

          Real World Example: wxPython FloatCanvas

          + + + + +
          +           +
          +

          The Diamond Problem

          +
          +
          + 
          class A(object):
+    def do_your_stuff(self):
+        print "doing A's stuff"
+
+class B(A):
+    def do_your_stuff(self):
+        A.do_your_stuff(self)
+        print "doing B's stuff"
+
+class C(A):
+    def do_your_stuff(self):
+        A.do_your_stuff(self)
+        print "doing C's stuff"
+
+class D(B,C):
+    def do_your_stuff(self):
+        B.do_your_stuff(self)
+        C.do_your_stuff(self)
+        print "doing D's stuff"
+
          +
          + + + + +
          +           +
          +

          The Diamond Problem

          +
          +
          +

          Multiple paths to the same superclass:

          +_images/Diamond_inheritance.png +

          A's methods can get called twice.

          +

          (demo: Examples/week-06-OO/diamond.py)

          + + + + +
          +           +
          +

          The Method Resolution Order

          +
          + +           +
          +

          super()

          +
          +
          +

          Getting the superclass:

          +
          class SafeVehicle(Vehicle):
+    """
+    Safe Vehicle subclass of Vehicle base class...
+    """
+    def __init__(self, position=0, velocity=0, icon='S'):
+        Vehicle.__init__(self, position, velocity, icon)
+
          +
          +

          Vehicle is repeated here -- what if we wanted to change the superclass?

          +

          And there were a bunch of references to Vehicle?

          + + + + +
          +           +
          +

          super()

          +
          +
          +

          Getting the superclass:

          +
          class SafeVehicle(Vehicle):
+    """
+    Safe Vehicle subclass of Vehicle base class
+    """
+    def __init__(self, position=0, velocity=0, icon='S'):
+        super(SafeVehicle, self).__init__(position, velocity, icon)
+
          +
          +

          super is about more than just making it easier to refactor.

          +

          Remember the method resolution order?

          +

          And the diamond problem?

          + + + + +
          +           +
          +

          What does super() do?

          +
          +
          +

          super returns a "proxy object" that delegates method calls.

          +

          It's not returning the object itself -- but you can call methods on it.

          +

          It runs through the method resolution order (MRO) to find the method +you call.

          +

          Key point: the MRO is determined at run time

          +

          http://docs.python.org/2/library/functions.html#super

          + + + + +
          +           +
          +

          What does super() do?

          +
          +
          +

          Not the same as calling one superclass method: super() +will call all the sibling superclass methods:

          +
          class D(C, B, A):
+    def __init__(self):
+       super(D, self).__init__()
+
          +
          +

          same as:

          +
          class D(C, B, A):
+    def __init__(self):
+       C.__init__()
+       B.__init__()
+       A.__init__()
+
          +
          +
          +
          You may not want that --
          +
          demo: Examples/week-06-OO/super_test.ipnb
          +
          + + + + +
          +           +
          +

          super() mechanics

          +
          +
          +

          Notice this (frankly ugly) requirement:

          +
          super(type[, object-or-type])
+
          +
          +

          which usually is somethign like:

          +
          class B(A):
+    def a_method(self, *args, **kwargs)
+        super(B, self).a_method(*args, **kwargs)
+
          +
          +

          So why in the world do you need to specify both B (the type), and +self (the instance?)

          + + + + +
          +           +
          +

          super() mechanics

          +
          +
          +

          First: Python 3 has cleaned this up, it's just:

          +
          class B(A):
+    def a_method(self, *args, **kwargs)
+        super().a_method(*args, **kwargs)
+
          +
          +

          In py3.

          +

          In Python2, super was tacked on, so the additonal info is +needed, and it does have the advantage of being explicit about the two +inputs to the computation (the mro of self and the current position in +the mro).

          +

          Note that while self needs to be a subclass of B here, it may not +actually be an instance of B -- it could be a subclass.

          +

          That's why both need to be specified.

          + + + + +
          +           +
          +

          More detail about super()

          +
          + +           +
          +

          super() issues...

          +
          +
          +

          Both actually say similar things:

          +
            +
          • The method being called by super() needs to exist
            • +
          • Every occurrence of the method needs to use super():
              +
            • Use it consistently, and document that you use it, as it is part +of the external interface for your class, like it or not.
              • +
            +
            • +
          + + + + +
          +           +
          +

          calling super():

          +
          +
          +

          The caller and callee need to have a matching argument signature:

          +

          Never call super with anything but the exact arguments you received, +unless you really know what you're doing.

          +

          If you add one or more optional arguments, always accept

          +
          *args, **kwargs
+
          +
          +

          and call super like

          +
          super(MyClass, self).method(args_declared, *args, **kwargs)
+
          +
          + + + + +
          +           +
          +

          LAB

          +
          +
          +

          In Examples/week-06-OO/mixins.py, you will find a few Vehicle classes +laid out in a hierarchy

          +

          The log() method is defined on Vehicle then called on a couple of +instances

          +

          Modify the class definition for Bike to mix in fancier log() method +from LoggingMixin

          +

          Does the output change accordingly? If it didn't, look at the MRO for +Bike? Is it what you expected?

          + + + + +
          +           +
          +

          __new__

          +
          +
          +

          Into the depths of object creation:

          +

          What really happens when a class instance is created?

          + + + + +
          +           +
          +

          Class Creation

          +
          +
          +

          What happens when a class instance is created?

          +

          This is the usual thing...

          +
          class Class(object):
+    def __init__(self, arg1, arg2):
+        self.arg1 = arg1
+        self.arg2 = arg2
+        .....
+
          +
          +
            +
          • A new instance is created
            • +
          • __init__ is called
            • +
          • The code in __init__ is run to initialize the instance
            • +
          +

          Note that self is already an instance of the class.

          + + + + +
          +           +
          +

          Class Creation

          +
          +
          +

          What if you need to do something before creation?

          +

          Enter: __new__

          +
          class Class(object):
+    def __new__(cls, arg1, arg2):
+        some_code_here
+        return cls(...)
+        ...
+
          +
          +
            +
          • __new__ is called: it returns a new instance
            • +
          • The code in __new__ is run to pre-initialize the instance
            • +
          • __init__ is called
            • +
          • The code in __init__ is run to initialize the instance
            • +
          + + + + +
          +           +
          +

          Class Creation

          +
          +
          +

          __new__ is a static method -- but it must be called with a class object as the first argument.

          +
          class Class(superclass):
+    def __new__(cls, arg1, arg2):
+        some_code_here
+        return superclass.__new__(cls)
+        .....
+
          +
          +

          cls is the class object.

          +

          The arguments (arg1, arg2) are what's passed in when calling the class.

          +

          It needs to return a class instance -- usually by directly calling the superclass __new__

          +

          If nothing else, you can call object.__new__

          + + + + +
          +           +
          +

          When to use __new__

          +
          +
          +

          When would you need to use it:

          +
            +
          • Subclassing an immutable type:
              +
            • It's too late to change it once you get to __init__
              • +
            +
            • +
          • When __init__ is not called:
              +
            • unpickling
              • +
            • copying
              • +
            +
            • +
          +

          You may need to put some code in __new__ to make sure things +go right

          +

          More detail here:

          +

          http://www.python.org/download/releases/2.7/descrintro/#__new__

          + + + + +
          +           +
          +

          LAB

          +
          +
          +

          Demo:

          + +Examples/week-06-OO/new_example.py +

          Exercise:

          +

          Write a subclass of int that will always be an even number: +round the input to the closest even number:

          +
          +

          Examples/week-06-OO/even_int.py

          +

          Examples/week-06-OO/test_even_int.py

          +
          + + + + +
          +           +
          +

          Wrap Up

          +
          +
          +

          Thinking OO in Python:

          +

          Think about what makes sense for your code:

          +
            +
          • Code re-use
            • +
          • Clean APIs
            • +
          • ...
            • +
          +

          Don't be a slave to what OO is supposed to look like.

          +

          Let OO work for you, not create work for you.

          + + + + +
          +           +
          +

          Wrap Up

          +
          + +           + + + +
          +

          Thank You!

          +
          +

          + +

          +           + + + +           + + + + \ No newline at end of file diff --git a/slides_sources/build/slides/debugging.html b/slides_sources/build/slides/debugging.html new file mode 100644 index 0000000..85410f8 --- /dev/null +++ b/slides_sources/build/slides/debugging.html @@ -0,0 +1,900 @@ + + + + + + Debugging — System Development with Python + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
          +

          +

          +

          +
          +           + + + +
          +

          Debugging

          +
          +
          +

          System Development with Python

          +
            +
          • Maria McKinley
            • +
          +

          parody@uw.edu

          + + + + +
          +           +
          +

          Topics

          +
          +
          +
            +
          • The call stack
            • +
          • Exceptions
            • +
          • Debugging
            • +
          + + + + +
          +           +
          +

          The Call Stack

          +
          +
          +
            +
          • A stack is a Last-In-First-Out (LIFO) data structure (stack of plates)
            • +
          • The call stack is a stack data structure that stores information +about the current active function call
            • +
          • The objects in the stack are known as "stack frames". Each frame +contains the arguments passed to the function, space for local +variables, and the return address
            • +
          • It is usually (unintuitively) displayed like an upside-down stack of +plates, with most recent frame on the bottom.
            • +
          • When a function is called, a stack frame is created for it and pushed +onto the stack
            • +
          • When a function returns, it is popped off the stack and control is +passed to the next item in the stack. If the stack is empty, the +program exits
            • +
          +

          http://www.pythontutor.com/visualize.html#mode=edit

          + + + + +
          +           +
          +

          Visualize the stack!

          +
          +
          + _images/program_callstack.png + + + + +
          +           +
          +

          Visualize the stack!

          +
          +
          +

          How deep can that stack be?

          +
          i = 0
+
+def recurse():
+    global i
+    i += 1
+    print i
+    recurse()
+
+recurse()
+
          +
          +

          That value can be changed with sys.setrecursionlimit(N)

          +

          If we try to put more than sys.getrecursionlimit() frames on the stack, we get a RuntimeError, which is python's version of StackOverflow

          + + + + +
          +           +
          +

          Visualize the stack!

          +
          +
          + 
          import inspect
+
+def recurse(limit):
+    local_variable = '.' * limit
+    print(limit, inspect.getargvalues(inspect.currentframe()))
+    if limit <= 0:
+        return
+    recurse(limit - 1)
+    return
+
+if __name__ == '__main__':
+    recurse(3)
+
          +
          +

          module https://docs.python.org/3/library/inspect.html

          + + + + +
          +           +
          +

          Exceptions

          +
          +
          +

          It's easier to ask for forgiveness than permission

          +

          When either the interpreter or your own code detects an error condition, +an exception will be raised

          +

          The exception will bubble up the call stack until it is handled. If it's +not handled by the bottom of the stack, the interpreter will exit the program.

          + + + + +
          +           +
          +

          Exceptions

          +
          +
          +

          At each level in the stack, a handler can either:

          +
            +
          • let it bubble through (the default)
            • +
          • swallow the exception
            • +
          • catch the exception and raise it again
            • +
          • catch the exception and raise a new one
            • +
          + + + + +
          +           +
          +

          Exceptions

          +
          +
          +

          Handling exceptions

          +

          The most basic form uses the builtins try and except

          +
          def temp_f_to_c(var):
+    try:
+        return(float(var) - 32)/1.8000
+    except ValueError as e:
+        print("The argument does not contain numbers\n", e)
+
          +
          + + + + +
          +           +
          +

          Exceptions

          +
          +
          +

          A few more builtins for exception handling: finally, else, +and raise

          +
          try:
+    result = x / y
+except (ZeroDivisionError, ValueError) as e:
+    print("caught division error or maybe a value error:\n", e)
+except Exception as e:
+    errno, strerror = e.args
+    print("I/O error({0}): {1}".format(errno,strerror))
+    # or you can just print e
+    print("unhandled exception:\n", e)
+    raise
+else:
+    print("everything worked great")
+    return result
+finally:
+    print("this is executed no matter what")
+print('this is only printed if there is no exception')
+
          +
          + + + + +
          +           +
          +

          Exceptions

          +
          +
          +

          It is even possible to use a try block without the exception clause:

          +
          try:
+    5/0
+finally:
+    print('did it work?')
+
          +
          + + + + +
          +           +
          +

          Exceptions

          +
          +
          +

          Built-in exceptions

          +
          [name for name in dir(__builtin__) if "Error" in name]
+
          +
          +

          If one of these meets your needs, by all means use it. You can add messages:

          +
          raise SyntaxError("That was a mispelling")
+
          +
          +

          If no builtin exceptions work, define a new exception type by subclassing Exception.

          +
          class MyException(Exception):
+    pass
+
+raise MyException("An exception doesn't always prove the rule!")
+
          +
          + + + + +
          +           +
          +

          Exceptions

          +
          +
          +

          It is possible, but discouraged to catch all exceptions.

          +
          try:
+    my_cool_code()
+except:
+    print('no idea what the exceptions is, but I caught it')
+
          +
          +

          An exception to this exception rule is when you are running a service that should not ever crash, +like a web server.

          +

          In this case, it is extremely important to have very good logging so that you +have reports of exactly what happened and what exception should have been thrown.

          + + + + +
          +           +
          +

          Exceptions

          +
          + +           +
          +

          Debugging

          +
          +
          +

          Python Debugging

          +

          You will spend most of your time as a developer debugging. +You will spend more time than you expect on google.

          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          The Stack Trace

          +

          You already know what it looks like. Simple traceback:

          +
          $ python3 test_trie.py
+Traceback (most recent call last):
+   File "test_trie.py", line 3, in <module>
+     from trie import Trie
+   File "/Users/maria/python/trie/trie.py", line 144
+     print "end of word", node.value
+                  ^
+SyntaxError: Missing parentheses in call to 'print'
+
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          But things can quickly get complicated (Here is ~1/3 of a recent traceback I had):

          +
          +
          Traceback (most recent call last):
          +
          +
          File "snapi3/tests/test_proxy_rest.py", line 21, in test_http_get
          +
          resp = self.app.get(self.TRIVIAL_URL, status=200)
          +
          File "python3/lib/python3.5/site-packages/webtest/app.py", line 323, in get
          +
          expect_errors=expect_errors)
          +
          File "python3/lib/python3.5/site-packages/webtest/app.py", line 606, in do_request
          +
          res = req.get_response(app, catch_exc_info=True)
          +
          File "python3/lib/python3.5/site-packages/webob/request.py", line 1313, in send
          +
          application, catch_exc_info=True)
          +
          File "python3/lib/python3.5/site-packages/webob/request.py", line 1284, in call_application
          +
          output.extend(app_iter)
          +
          +
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Debuggers are code which allows the inspection of state of other code +during runtime.

          +

          Rudimentary tools

          +
            +
          • print()
            • +
          • interpreter hints
            • +
          • import logging.debug
            • +
          • assert()
            • +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Console debuggers

          +
            +
          • pdb/ipdb
            • +
          +

          GUI debuggers

          +
            +
          • Winpdb
            • +
          • IDEs: Eclipse, Wing IDE, PyCharm, Visual Studio
            • +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          help from the interpreter

          +
            +
          1. investigate import issues with -v:
            2. +
          +
          python -v myscript.py
+
          +
          +

          Verbose (trace import statements)

          +
            +
          1. inspect environment after running script with -i
            2. +
          +
          python -i myscript.py
+
          +
          +

          Forces interpreter to remain active, and still in scope

          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Pdb - The Python +Debugger

          +

          Pros:

          +
            +
          • You have it already, ships with the standard library
            • +
          • Easy remote debugging
            • +
          • Works with any development environment
            • +
          +

          Cons:

          +
            +
          • Steep-ish learning curve
            • +
          • Easy to get lost in a deep stack
            • +
          • Watching variables isn't hard, but non-trivial
            • +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Pdb - The Python +Debugger

          +

          The 4-fold ways of invoking pdb

          +
            +
          • Postmortem mode
            • +
          • Run mode
            • +
          • Script mode
            • +
          • Trace mode
            • +
          +

          Note: in most cases where you see the word 'pdb' in the examples, you +can replace it with 'ipdb'. ipdb is the ipython enhanced version of pdb +which is mostly compatible, and generally easier to work with. But it +doesn't ship with Python.

          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Postmortem mode

          +

          For analyzing crashes due to uncaught exceptions

          +
          python -i script.py
+import pdb; pdb.pm()
+
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Run mode

          +
          pdb.run('some.expression()')
+
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Script mode

          +
          python -m pdb script.py
+
          +
          +

          "-m [module]" finds [module] in sys.path and executes it as a script

          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Trace mode

          +

          Insert the following line into your code where you want execution to +halt:

          +
          import pdb; pdb.set_trace()
+
          +
          +

          It's not always OK/possible to modify your code in order to debug it, +but this is often the quickest way to begin inspecting state

          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          pdb in ipython

          +
          In [2]: pdb
+Automatic pdb calling has been turned ON
+
+%run app.py
+
+# now halts execution on uncaught exception
+
          +
          +

          If you forget to turn on pdb, the magic command %debug will activate the +debugger (in 'post-mortem mode').

          + + + + +
          +           +
          +

          Debugging

          +
          +
          + +

          The goal of each of the preceding techniques was to get to the pdb +prompt and get to work inspecting state. Most commands can be short-cutted +to the first letter.

          +
          % python -m pdb define.py
+pdb> args  # print arguments and values to current function
+pdb> pp a_variable  # pretty-print a_variable
+pdb> where  # print stack trace, bottom is most recent command
+pdb> list  # list the code including and surrounding the current running code
+
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          To repeat the current command, press only the Enter key

          +
          # execute until current function returns
+pdb> return
+# Execute the current line, stop at the first possible occasion
+pdb> step
+# Continue execution until the next line in the current function is reached or it returns.
+pdb> next
+# Continue execution until the line with a number greater than the current one is reached
+  or until the current frame returns.  Good for exiting loops.
+pdb> until
+# move one level up the stack
+pdb> up
+# move one level down the stack
+pdb> down
+pdb> continue  # goes until next breakpoint or end of program
+# advanced: create commands to be executed on a breakpoint
+pdb> commands
+
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Breakpoints

          +
          pdb> help break
+  b(reak) ([file:]lineno | function) [, condition]
+  With a line number argument, set a break there in the current
+  file.  With a function name, set a break at first executable line
+  of that function.  Without argument, list all breaks.  If a second
+  argument is present, it is a string specifying an expression
+  which must evaluate to true before the breakpoint is honored.
+
+  The line number may be prefixed with a filename and a colon,
+  to specify a breakpoint in another file (probably one that
+  hasn't been loaded yet).  The file is searched for on sys.path;
+  the .py suffix may be omitted.
+
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Can use up, down, where and list to evalutate where you are, and use that to +set a new breakpoint in code coming up. Useful for getting out of rabbit holes.

          +
          pdb> break api.py:21 set a breakpoint file:line #
+pdb> break  # list breakpoints
+pdb> clear 1  # get rid of first breakpoint
+pdb> break 35  # set a breakpoint in current file at line 35
+# print lines in range
+pdb> list 1,28
+
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Clear (delete) breakpoints

          +
          clear [bpnumber [bpnumber...]]
+
          +
          +

          disable breakpoints

          +
          disable [bpnumber [bpnumber...]]
+
          +
          +

          enable breakpoints

          +
          enable [bpnumber [bpnumber...]]
+
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Conditional Breakpoints

          +
          pdb> help condition
+condition bpnumber str_condition
+str_condition is a string specifying an expression which
+must evaluate to true before the breakpoint is honored.
+If str_condition is absent, any existing condition is removed;
+i.e., the breakpoint is made unconditional.
+
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Invoking pdb with nose

          +

          On error condition, drop to pdb

          +
          nosetests --pdb
+
          +
          +

          On test failure, drop to pdb:

          +
          nosetests --pdb-failures
+
          +
          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Python IDEs

          +

          PyCharm

          +

          From JetBrains, and integrates some of their vast array of development +tools

          +

          Free Community Edition (CE) is available

          +

          Good visual debugging support

          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Eclipse

          +

          A multi-language IDE

          +

          Python support via http://pydev.org/

          +

          Automatic variable and expression watching

          +

          Supports a lot of debugging features like conditional breakpoints, +provided you look in the right places!

          +

          Further reading

          +

          http://pydev.org/manual_adv_debugger.html

          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          winpdb

          +

          A multi platform Python debugger with threading support

          +

          Easier to start up and get debugging

          +
          winpdb your_app.py
+
          +
          +

          Remote debugging with winpdb

          + + + + +
          +           +
          +

          Debugging

          +
          + +           +
          +

          Debugging

          +
          +
          +

          Debugging exercise

          +

          Find the wikidef app in the examples folder

          +

          See if you can find the bug and get the app working. Use whatever debugging +technique(s) you prefer.

          +

          To run the app:

          +
          python define.py interesting_topic
+
          +
          +

          where interesting_topic is a topic of interest. ;-)

          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Once it is working again: +Using (i)pdb in module mode (python -m pdb ) to find the server type that +wikipedia is using by looking at +response.headers.headers in Wikipedia.article

          +

          You can enter the debugger by running

          +
          python -m pdb ./define.py robot
+
          +
          +

          (define.py takes the first sys arg and finds articles on wikipedia on that topic)

          +

          You can get to the code by walking through each line with 's'tep and +'n'ext commands, or by setting a breakpoint and 'c'ontinuing.

          +

          What's the result?

          + + + + +
          +           +
          +

          Debugging

          +
          +
          +

          Questions?

          + + + + +
          +           + + + +
          +

          Thank You!

          +
          +

          + +

          +           + + + +           + + + + \ No newline at end of file diff --git a/slides_sources/build/slides/documentation.html b/slides_sources/build/slides/documentation.html new file mode 100644 index 0000000..b64a75d --- /dev/null +++ b/slides_sources/build/slides/documentation.html @@ -0,0 +1,688 @@ + + + + + + Documentation — System Development with Python + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
          +

          +

          +

          +
          +           + + + +
          +

          Documentation

          +
          +
          +

          A (very) quick run down of how to document your python package.

          +
            +
          • Chris Barker
            • +
          + + + + +
          +           +
          +

          Why

          +
          +
          +

          Documentation is a key part of software development.

          +

          You'll be glad you have it, even if you are the only one that uses your code.

          +

          If you are writing a package you want others to use -- documentation can make all the difference

          +

          And there are some nice tools for documenting Python code.

          +

          There is even a hosting service:

          +
          +
          + + + + +
          +           +
          +

          Sphinx

          +
          +
          +

          Sphinx is a documentation system built specifically for documenting Python itself:

          +

          http://spinx-doc.org

          +

          But it's also useful for any sort of structured documentation -- and is sometimes used for non-code projects.

          +
          +
          It Produces:
          +
            +
          • HTML (multiple styles available)
            • +
          • PDF (via LaTeX)
            • +
          • ePub
            • +
          • man pages
            • +
          • plain text
            • +
          • and others!
            • +
          +
          +
          + + + + +
          +           +
          +

          Extendability

          +
          +
          +

          Sphinx has an extension architecture for adding special functionality:

          +
          +
            +
          • Hieroglyph (It is used for these slides...)
            • +
          • Matplotlib added some nice stuff:
            • +
          +
          +
          +
            +
          • Math
            • +
          • Embedded ASCII art
            • +
          • Embedding Excel spreadsheets
            • +
          • Unlimited possibilities
            • +
          +
          + + + + +
          +           +
          +

          Automatic Documentation

          +
          +
          +

          One of the great features of Sphinx:

          +

          It can extract docstrings from your code and build docs from them.

          +

          Includes cross referencing of modules and classes, etc.

          +

          This keeps your code and docs in sync, and encourages you to have nice docstrings.

          +

          It's a bit tricky to get it all set up though :-(

          + + + + +
          +           +
          +

          Documentation for the Documentation System

          +
          + +           +
          +

          reStructuredText

          +
          +
          +

          reStructuredText is the markup language used for Sphinx.

          +

          Developed (adapted, really) for Python documentation.

          +

          It's a plain text, easy to read and write markup.

          +

          Like many similar markup languages (Markdown, etc.)

          +
            +
          • designed to be easy to read and write
            • +
          • makes sense in plain text
            • +
          • looks a lot like what you might write in plain text anyway.
            • +
          +

          So it's suitable for use both as plain text and for fancier formatting (i.e. docstrings)

          +

          But more extensible than most others -- so good for sphinx

          + + + + +
          +           +
          +

          reStructuredText

          +
          +
          + 
          ============================
+This is the top level header
+============================
+
+And now some normal text
+
+And a level-2 header
+=====================
+
+more text: **this** is bold.
+
+And ``this`` is code.
+
+::
+
+  #And now a code block
+  for i in range(10):
+      do_something_interesting(i)
+
          +
          + + + + +
          +           +
          +

          reStructuredText documentation sources

          +
          + +           +
          +

          Sphinx Directives for docstrings

          +
          +
          + 
          def a_function(a, b, c='fred'):
+    """
+    computes something which I would describe here.
+
+    :param a: the first input value
+    :type a:  int
+
+    :param b: the second input value
+    :type b: float
+
+    :param c='fred': a string flag
+    :type c: str
+
+    :returns: a useless string
+    """
+    return compute_something(a,b,c)
+
          +
          + + + + +
          +           +
          +

          LAB:

          +
          +
          +

          Set up a Sphinx project to document the package in:

          +
          Examples/Capitalize
+
          +
          +

          Put it in:

          +
          Examples/Capitalize/doc
+
          +
          +

          Set it up to autodoc

          +

          Clean up the docstrings so that autodoc works well.

          +

          (Or do it for your code!)

          + + + + +
          +           +
          +

          Tutorial Script:

          +
          +
          +

          The following as a script to follow for setting up and starting to document a pacakge with Sphinx and Autodoc.

          +

          It uses the Capitalize package (included in this repo) as an example, but you can follow along with your own package if you like.

          +

          First, you need the tool:

          +
          $ pip install sphinx
+
          +
          +

          (Thanks to: http://codeandchaos.wordpress.com/2012/07/30/sphinx-autodoc-tutorial-for-dummies/ +)

          + + + + +
          +           +
          +

          Setting Up sphinx:

          +
          +
          +

          You need to be in a good place to build your docs:

          +
          $ cd code/Capitalize/doc
+
          +
          +

          Sphinx comes with a nice utility for getting your documentation set up:

          +
          $ sphinx-quickstart
+
          +
          +

          It will ask you a number of questions on the command line: You can use the defaults for most of these.

          +

          You are already in a doc dir, so you can use . (the default) for the root path:

          +
          > Root path for the documentation [.]:
+
          +
          + + + + +
          +           +
          +

          QuickStart (cont):

          +
          +
          +

          I like to keep the source can built docs separate:

          +
          > Separate source and build directories (y/N) [n]: y
+
          +
          +

          Give it a name and an author:

          +
          > Project name: Capitalize
+> Author name(s): Chris Barker
+
          +
          +

          Use .rst for restructured text:

          +
          > Source file suffix [.rst]:
+
          +
          + + + + +
          +           +
          +

          QuickStart (cont):

          +
          +
          +

          You absolutely want autodoc!:

          +
          > autodoc: automatically insert docstrings from modules (y/N) [n]: y
+
          +
          +

          This is kind of nice, to help you keep in line:

          +
          > coverage: checks for documentation coverage (y/N) [n]: y
+
          +
          +

          A Makefile (and/or DOS batch file) is really handy:

          +
          > Create Makefile? (Y/n) [y]: y
+> Create Windows command file? (Y/n) [y]: y
+
          +
          + + + + +
          +           +
          +

          Project Structure:

          +
          +
          +

          sphinx-quickstart will have created the project structure for you:

          +
          $ ls
+Makefile   README.txt build      make.bat   source
+
+$ ls source
+_static    _templates conf.py    index.rst
+
          +
          +

          index.rst is the start of your documentation

          +

          conf.py is the configuration that was created by sphinx-quickstart -- you can edit it if you change you mind about anything.

          + + + + +
          +           +
          +

          Building the docs:

          +
          +
          +

          The Makefile will build the docs for you in various ways:

          +
          $ make html
+sphinx-build -b html -d build/doctrees   source build/html
+Making output directory...
+Running Sphinx v1.1.3
+ ....
+Build finished. The HTML pages are in build/html.
+
          +
          +

          Or:

          +
          $ make latexpdf
+
          +
          +

          (if you have LaTeX installed...)

          +

          Take a look at build/html/index.html

          + + + + +
          +           +
          +

          Getting Started with Writing:

          +
          +
          +

          The index.rst file will look like this:

          +
          Welcome to Capitalize's documentation!
+======================================
+
+Contents:
+
+.. toctree::
+   :maxdepth: 2
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
+
          +
          + + + + +
          +           +
          +

          A tiny bit of RST

          +
          +
          +

          Underlining creates headings:

          +
          Welcome to Capitalize's documentation!
+======================================
+
          +
          +

          This will give you a lower level heading:

          +
          Welcome to a Subsection
+------------------------
+
          +
          +

          (each new underlining character you introduce goes another level down.)

          + + + + +
          +           +
          +

          A tiny bit of RST

          +
          +
          +

          The .. is either a comment or a "directive":

          +
          .. toctree::
+   :maxdepth: 2
+
          +
          +

          if sphinx understand the directive toctree, then it is used. Otherwise, it is treated as a comment.

          +

          toctree builds a table of contents tree.

          + + + + +
          +           +
          +

          AutoDoc

          +
          +
          +

          AutoDoc extracts the docstrings from your code.

          +

          In order to find them -- sphinx needs to be able to import the code.

          +

          Another reason to build a package and use develop mode!

          +

          Alternatively, you can add the path to your code by adding this to the conf.py file:

          +
          os.path.abspath('mydir/myfile.txt')
+
          +
          +

          (Path is relative to the conf.py file)

          +

          But I'm not going to do that, 'cause I use develop mode

          + + + + +
          +           +
          +

          Adding Autodoc to your docs.

          +
          +
          +

          Add the automodule directive to your index.rst file:

          +
          The Capitalize Package
+-----------------------
+
+.. automodule:: capitalize
+
          +
          +

          Then rebuild:

          +
          $ make html
+
          +
          +

          And reload index.rst

          + + + + +
          +           +
          +

          Finding the members.

          +
          +
          +

          Not much there, is there? Where is the capital_mod module?

          +

          Sphinx only creates the main doc for each package.

          +

          You need to create a entry for each module yourself:

          +
          capital_mod
+............
+
+.. automodule:: capitalize.capital_mod
+   :members:
+
          +
          +

          The :members: directive tells Sphinx you want all the members documented as well.

          + + + + +
          +           +
          +

          Documenting the members.

          +
          +
          +

          You can specify only particular ones if you want:

          +
          .. automodule:: capitalize.capital_mod
+   :members: capitalize
+
          +
          +

          For classes, there is autoclass:

          +
          .. autoclass:: a_package.a_class
+   :members:
+
          +
          +

          You may want to set autoclass_content configuration to one of: "class", +"init", or "both"

          +

          (http://sphinx-doc.org/ext/autodoc.html)

          + + + + +
          +           +
          +

          Multiple Files

          +
          +
          +

          For most projects, you'll want multiple pages in your docs. You can put each in their own *.rst file, and reference them in the toctree section:

          +
          .. toctree::
+   :maxdepth: 2
+
+   installation.rst
+   tutorial.rst
+   api.rst
+
          +
          +

          Then you need to create and populate those files - make sure they have a header!

          +

          I put the autocdoc stuff in the api.rst file...

          + + + + +
          +           +
          +

          APIdoc

          +
          +
          +

          For a substantial package, hand writing all those files and autodoc directives can get pretty tedious.

          +

          So you can use APIdoc:

          +
          sphinx-apidoc [options] -o <outputdir> <sourcedir> [pathnames ...]
+
+$ sphinx-apidoc -o test ../capitalize
+Creating file test/capitalize.rst.
+Creating file test/capitalize.test.rst.
+Creating file test/modules.rst.
+
          +
          +

          This is actually pretty slick....

          + + + + +
          +           +
          +

          Sphinx Appearance

          +
          +
          +

          If you don't like the default looks, there are a number of other options, or you can build your own:

          +

          http://sphinx-doc.org/theming.html

          +

          In conf.py:

          +
          html_theme = "default"
+
          +
          +

          Of course, this is the primary source of how to use Sphinx itself:

          +

          http://sphinx-doc.org/

          + + + + +
          +           + + + +
          +

          Thank You!

          +
          +

          + +

          +           + + + +           + + + + \ No newline at end of file diff --git a/slides_sources/build/slides/extensions.html b/slides_sources/build/slides/extensions.html new file mode 100644 index 0000000..e5e2e7f --- /dev/null +++ b/slides_sources/build/slides/extensions.html @@ -0,0 +1,1400 @@ + + + + + + Extending Python with Complied Code — System Development with Python + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
          +

          +

          +

          +
          +           + + + +
          +

          Extending Python with Complied Code

          +
          +
          +
            +
          • Chris Barker
            • +
          + + + + +
          +           +
          +

          Topics

          +
          +
          +
            +
          • Motivation
            • +
          • The C API
            • +
          • ctypes
            • +
          • Cython
            • +
          • Auto-generating wrappers
            • +
          • Others to consider
            • +
          + + + + +
          +           +
          +

          Motivation

          +
          +
          +

          Motivations for exiting pure Python

          +
          +
            +
          • Performance
            • +
          • Integration with existing C libraries
            • +
          • Working as a glue language
            • +
          • Implement new builtin types
            • +
          +
          +

          What is an extension module?

          +
          +
            +
          • written in C (C API)
            • +
          • compiled code
            • +
          • lets you work directly with the CPython engine
            • +
          +
          +

          Further reading:

          +

          http://docs.python.org/2/extending/extending.html

          + + + + +
          +           +
          +

          Example Case

          +
          +
          +

          To focus on the integration techniques, rather than complex C code, +we'll work with the following function we want to integrate:

          +
          #include <stdio.h>
+
+int add(int x, int y) {
+    return x+y;
+}
+int main(void) {
+    int w = 3;
+    int q = 2;
+    printf("%d + %d = %d\n\n", w, q, add(w,q));
+}
+
          +
          +

          This is, of course, trivial and built in to Python, but the techniques +are the same.

          +

          (Examples/week-08-extensions/pure-c/add.c)

          + + + + +
          +           +
          +

          Building

          +
          +
          +

          Build it with the Makefile (Linux and OS-X):

          +
          all: add; gcc -o add add.c
+
          +
          +
          $ make
+gcc -o add add.c
+
          +
          +

          and run it:

          +
          $ ./add
+3 + 2 = 5
+
          +
          +

          So are simple function works -- but how to call it from Python?

          + + + + +
          +           +
          +

          The C API

          +
          + +           +
          +

          Intro to the C API

          +
          +
          +

          You'll need the Python dev package installed on your system

          +

          Pull in the Python API to your C code via:

          +
          #include <Python.h>
+/*
+Note: Since Python may define some pre-processor definitions which
+affect the standard headers on some systems, you must include
+Python.h before any standard headers are included.
+
+stdio.h, string.h, errno.h, and stdlib.h are included for you.
+*/
+
          +
          + + + + +
          +           +
          +

          Passing Data in and out of your function

          +
          + +           +
          +

          Registering your functions

          +
          + +           +
          +

          Initializing the module

          +
          + +           +
          +

          The whole thing:

          +
          +
          + 
          #include <Python.h>
+
+static PyObject *
+add(PyObject *self, PyObject *args)
+{
+    int x, y, sts;
+
+    if (!PyArg_ParseTuple(args, "ii", &x, &y))
+        return NULL;
+    sts = x+y;
+    return Py_BuildValue("i", sts);
+}
+static PyMethodDef AddMethods[] = {
+    {"add", add, METH_VARARGS, "add two numbers"},
+    {NULL, NULL, 0, NULL} // sentinel
+};
+PyMODINIT_FUNC initadd(void) {
+    (void) Py_InitModule("add", AddMethods);
+}
+
          +
          + + + + +
          +           +
          +

          Building your extension

          +
          +
          +

          setuptools provides features for automatically building extensions:

          +
          from setuptools import setup, Extension
+setup(
+    name='Cadd',
+    version='1.0',
+    description='simple c extension for an example',
+    ext_modules=[Extension('add', sources=['add.c'])],
+)
+
          +
          +

          (distutils does too -- but setuptools is getting updated to better +support new stuff)

          +

          Run the setup.py:

          +
          python setup.py build_ext --inplace
+
          +
          +

          (you can also just do install or develop if you want it properly +installed)

          + + + + +
          +           +
          +

          Run the tests

          +
          +
          +

          test_add.py:

          +
          import pytest
+
+import add
+
+def test_basic():
+    assert add.add(3,4) == 7
+
+def test_negative():
+    assert add.add(-12, 5) == -7
+
+def test_float():
+    with pytest.raises(TypeError):
+        add.add(3, 4.0)
+
          +
          +

          $ py.test

          + + + + +
          +           +
          +

          Subtleties we avoided:

          +
          +
          +

          There are a LOT of things you need to get right with a hand-written +C Extension.

          + + + + +
          +           +
          +

          Exception handling

          +
          +
          +

          Works somewhat like the Unix errno variable:

          +
            +
          • Global indicator (per thread) of the last error that occurred.
            • +
          • Most functions don’t clear this on success, but will set it to indicate the cause of the error on failure.
            • +
          • Most functions also return an error indicator:
              +
            • NULL if they are supposed to return a pointer,
              • +
            • -1 if they return an integer
              • +
            • The PyArg_*() functions return 1 for success and 0 for failure (and they set the Exception for you)
              • +
            +
            • +
          +

          The easy way to set this indicator is with PyErr_SetString

          +

          http://docs.python.org/2/c-api/exceptions.html

          +

          (you can completely control the Exception handling if you need to)

          + + + + +
          +           +
          +

          ReferenceCounting

          +
          +
          +

          Whenever you create or no longer need a Py_Object, you need to increment or decrement the reference count:

          +

          Py_INCREF(x) and Py_DECREF(x)

          +

          PyArg_ParseTuple and Py_BuildValue

          +

          Handle this for you.

          +

          But if you're creating new objects inside your function, you need to keep track.

          +

          And what it the function raises an exception in the middle and can't finish?

          +

          This gets really ugly and error-prone (and hard to debug!)

          + + + + +
          +           +
          +

          LAB

          +
          +
          +

          LAB 1:

          +
            +
          • Add another function to the add.c file that multiplies two numbers instead.
            • +
          • Write some test code and make sure it works.
            • +
          +

          LAB 2:

          +
            +
          • Find the divide module in the examples/c-api directory
            • +
          • What happens when you call divide.divide(1/0)?
            • +
          • This is a different result than a pure Python 1/0, which throws an exception
            • +
          +

          Advanced:

          +
            +
          • Change the divide method to throw an appropriate exception in the +divide-by-zero case
            • +
          + + + + +
          +           +
          +

          ctypes

          +
          +
          +

          Isn't there an easier way to just call some C code?

          + + + + +
          +           +
          +

          What is ctypes?

          +
          +
          +

          A foreign function interface in Python

          +

          Binds functions in shared libraries to Python functions

          +
          +
          Benefits:
          +
            +
          • Ships with Python, since 2.5
            • +
          • No new language to learn, it's all Python
            • +
          +
          +
          Drawbacks:
          +
            +
          • Performance hit for on the fly type translation
            • +
          • "thicker" interface in python
            • +
          +
          +
          +

          Example:

          +
          from ctypes import *
+add = cdll.LoadLibrary("add.so")
+print add.add(3,4)
+
          +
          +

          Further reading:

          +

          http://docs.python.org/2/library/ctypes.html

          + + + + +
          +           +
          +

          Calling functions with ctypes

          +
          +
          +

          The shared lib must be loaded:

          +
          add = ctypes.cdll.LoadLibrary("add.so")
+
          +
          +

          An already loaded lib can be found with:

          +
          libc = ctypes.CDLL("/usr/lib/libc.dylib")
+
          +
          +

          ctypes comes with a utility to help find libs:

          +
          ctypes.util.find_library(name)
+
          +
          +

          (good for system libs)

          + + + + +
          +           +
          +

          Calling functions with ctypes

          +
          +
          +

          Once loaded, a ctypes wrapper around a c function can be called directly:

          +
          print add.add(3,4)
+
          +
          +

          But....

          +

          C is statically typed -- once compiled, the function must be called with +the correct types.

          + + + + +
          +           +
          +

          ctypes Data Types

          +
          +
          +

          ctypes will auto-translate these native types:

          +
          +
            +
          • None
            • +
          • int
            • +
          • byte strings (bytes(), str())
            • +
          • unicode (careful! unicode is ugly in C!)
            • +
          +
          +

          These can be directly used as parameters when calling C functions.

          + + + + +
          +           +
          +

          ctypes Data Types

          +
          + +           +
          +

          C structs

          +
          +
          +

          You can define C structs:

          +
          >>> class POINT(ctypes.Structure):
+...     _fields_ = [("x", ctypes.c_int),
+...                 ("y", ctypes.c_int)]
+...
+>>> point = POINT(10, 20)
+>>> print point.x, point.y
+10 20
+>>> point = POINT(y=5)
+>>> print point.x, point.y
+0 5
+
          +
          + + + + +
          +           +
          +

          Custom Python Classes

          +
          + +           +
          +

          Return Types

          +
          +
          +

          To define the return type, define the restype attribute.

          +

          Pre-defining the entire function signature:

          +
          libm.pow.restype = ctypes.c_double
+libm.pow.argtypes = [ctypes.c_double, ctypes.c_double]
+
          +
          +

          And you can just call it like a regular python function -- ctypes will type check/convert at run time:

          +
          In [10]: libm.pow('a string', 4)
+---------------------------------------------------------------------------
+ArgumentError                             Traceback (most recent call last)
+<ipython-input-10-01be690a307b> in <module>()
+----> 1 libm.pow('a string', 4)
+
+ArgumentError: argument 1: <type 'exceptions.TypeError'>: wrong type
+
          +
          + + + + +
          +           +
          +

          Some more features

          +
          + +           +
          +

          Summary:

          +
          +
          +
          +
          ctypes allows you to call shared libraries:
          +
            +
          • Your own custom libs
            • +
          • System libs
            • +
          • Proprietary libs
            • +
          +
          +
          Supports almost all of C:
          +
            +
          • Custom data types
              +
            • structs
              • +
            • unions
              • +
            • pointers
              • +
            +
            • +
          • callbacks
            • +
          +
          +
          + + + + +
          +           +
          +

          Summary:

          +
          +
          +
            +
          • Upside:
              +
            • You can call system libs with little code
              • +
            • You don't need to compile anything
                +
              • at least for system and pre-compiled libs
                • +
              +
              • +
            +
            • +
          • Downsides:
              +
            • You need to specify the interface
                +
              • and it is NOT checked for you!
                • +
              +
              • +
            • Translation is done on the fly at run time
                +
              • performance considerations
                • +
              +
              • +
            +
            • +
          + + + + +
          +           +
          +

          LAB

          +
          +
          +

          In Examples/week-08-extensions/ctypes you'll find add.c

          +

          You can build a shared lib with it with make +(make.bat) on Windows.

          +

          test_ctypes.py will call that dll, and a few system dlls.

          +
            +
          • Take a look at what's there, and how it works.
            • +
          • add another function to add.c, that takes different types (maybe divide?)
            • +
          • rebuild, and figure out how to call it with ctypes.
            • +
          • Try calling other system functions with ctypes.
            • +
          + + + + +
          +           +
          +

          Cython

          +
          +
          +

          A Python like language with static types which compiles down to C code +for Python extensions.

          + + + + +
          +           +
          +

          Cython

          +
          +
          +
            +
          • Can write pure python
              +
            • Fully understands the python types
              • +
            +
            • +
          • With careful typing -- you get pure C (and pure C speed)
            • +
          • Can also call other C code: libraries or compiled in.
            • +
          • Used for custom Python extensions and/or call C and C++ code.
            • +
          + + + + +
          +           +
          +

          Cython

          +
          + +           +
          +

          Developing with Cython

          +
          +
          +

          First, install cython with:

          +
          pip install cython
+
          +
          +

          Cython files end in the .pyx extension. An example add.pyx:

          +
          def add(x, y):
+    cdef int result=0
+    result = x + y
+    return result
+
          +
          +

          (looks a lot like Python, eh?)

          + + + + +
          +           +
          +

          Developing with Cython

          +
          +
          +

          To build a cython module: write a setup.py that defines the extension:

          +
          from setuptools import setup
+from Cython.Build import cythonize
+
+setup(name = "cython_example",
+      ext_modules = cythonize(['cy_add1.pyx',])
+   )
+
          +
          +

          cythonize is a utility that sets up extension module builds for you in a cython-aware way.

          + + + + +
          +           +
          +

          Building a module

          +
          +
          +

          For testing, it's helpful to do:

          +
          python setup.py build_ext --inplace
+
          +
          +

          which builds the extensions, and puts the resulting modules right in with the code.

          +

          If you have your setup.py set up for a proper package, you can do:

          +
          python setup.py develop
+ or
+python setup.py install
+
          +
          +

          Just like for pure-python packages.

          + + + + +
          +           +
          +

          Building a module

          +
          +
          +

          You can also do only the Cython step by hand at the command line:

          +
          cython a_file.pyx
+
          +
          +

          Produces: a_file.c file that you can examine, or compile.

          +

          For easier reading, you can generate an annotated html version:

          +
          cython -a a_file.pyx
+
          +
          +

          Generates``a_file.html`` html file that is easier to read and gives +additional information that is helpful for debugging and performance +tuning.

          +

          More on this later.

          + + + + +
          +           +
          +

          Basic Cython

          +
          +
          +

          Cython functions can be declared three ways:

          +
          def foo # callable from Python
+
+cdef foo # only callable from Cython/C
+
+cpdef foo # callable from both Cython and Python
+
          +
          +

          Inside those functions, you can write virtually any python code.

          +

          But the real magic is with the optional type declarations: the cdef lines. Well see this as we go...

          + + + + +
          +           +
          +

          Calling a C function from Cython

          +
          +
          +

          You need to tell Cython about extenal functions you want to call with cdef extern.

          +

          The Cython code:

          +
          # distutils: sources = add.c
+# This tells cythonize that you need that c file.
+
+# telling cython what the function we want to call looks like.
+cdef extern from "add.h":
+    # pull in C add function, renaming to c_add for Cython
+    int c_add "add" (int x, int y)
+
+def add(x, y):
+    # now that cython knows about it -- we can just call it.
+    return c_add(x, y)
+
          +
          + + + + +
          +           +
          +

          Calling a C function from Cython

          +
          +
          +

          and the setup.py:

          +
          from setuptools import setup
+from Cython.Build import cythonize
+
+setup(name = "cython_example",
+      ext_modules = cythonize(['cy_add_c.pyx']  )
+      )
+
          +
          + + + + +
          +           +
          +

          Calling a C function from Cython

          +
          +
          +

          To build it:

          +
          $ python setup.py build_ext --inplace
+
          +
          +

          and test it:

          +
          Chris$ python test_cy_add_c.py
+
+if you didn't get an assertion, it worked
+
          +
          + + + + +
          +           +
          +

          A pure Cython solution

          +
          +
          +

          Here it is as python code:

          +
          def add(x, y):
+    result = x + y
+    return result
+
          +
          +

          Which we can put in a pyx file and compile with the setup.py:

          +
          #!/usr/bin/env python
+
+from setuptools import setup
+from Cython.Build import cythonize
+
+setup(name = "cython_example",
+      ext_modules = cythonize(['cy_add1.pyx',
+                               ])
+      )
+
          +
          + + + + +
          +           +
          +

          A pure Cython solution

          +
          +
          +

          and build:

          +
          python setup.py build_ext --inplace
+
          +
          +

          and test:

          +
          Chris$ python test_cy_add1.py
+
+if you didn't get an assertion, it worked
+
          +
          + + + + +
          +           +
          +

          A pure Cython solution

          +
          +
          +

          But this is still essentially Python. So let's type define it:

          +
          def add(int x, int y):
+
+    cdef int result=0
+    result = x + y
+
+    return result
+
          +
          +

          now Cython knows that x, y, and result are ints, and can use +raw C for that.

          +

          Build and test again:

          +
          Chris$ python setup.py build_ext --inplace
+
+Chris$ python test_cy_add2.py
+
          +
          +

          If you didn't get an assertion, it worked

          + + + + +
          +           +
          +

          A real Example: the Cython process

          +
          +
          +

          Consider a more expensive function:

          +
          def f(x):
+    return x**2-x
+
+def integrate_f(a, b, N):
+    s = 0
+    dx = (b-a)/N
+    for i in range(N):
+        s += f(a+i*dx)
+    return s * dx
+
          +
          +

          This is a good candidate for Cython -- an essentially static function called a lot.

          + + + + +
          +           +
          +

          Cython from pure Python to C

          +
          +
          +

          Let's go through the steps one by one. In the Examples/week-08-extensions/cython/integrate directory:

          +
          cy_integrate1.pyx
+cy_integrate2.pyx
+cy_integrate3.pyx
+cy_integrate4.pyx
+cy_integrate5.pyx
+cy_integrate6.pyx
+cy_integrate7.pyx
+
          +
          +

          At each step, we'll time and look at the output from:

          +
          $cython -a cy_integrate1.pyx
+
          +
          + + + + +
          +           +
          +

          AGC Example

          +
          +
          +

          Another useful example of doing something useful, and using a numpy +array is in:

          +

          Examples/week-08-extensions/AGC_example

          +

          This one impliments an Automatic Gain Control Signal processing filter.

          +

          It turns out that you can use some advanced numpy tricks to get pretty +good performancew with this filter, but you can't get full-on speed +without some compiled code.

          +
          +
          This example uses all of:
          +
            +
          • Pure Cython
            • +
          • C called from Cython
            • +
          • f2py and Fortran
            • +
          +
          +
          + + + + +
          +           +
          +

          Auto-generated wrappers

          +
          +
          +

          There are few ways to auto-generate wrapper for C/C++ code:

          +

          SWIG

          +

          SIP

          +

          XDress

          +

          [also Boost-Python -- not really a wrapper generator]

          +

          f2py -- for Fortran

          + + + + +
          +           +
          +

          SWIG

          +
          +
          +

          Simple Wrapper Interface Generator

          +

          A language agnostic tool for integrating C/C++ code with high level languages

          +

          Advantages:

          +
          +
            +
          • Code generation for other environments than Python.
            • +
          • Doesn't require modification to your C source.
            • +
          +
          +

          Disadvantages:

          +
          +
            +
          • For anything non-trivial, requires substantial effort to develop the interface.
            • +
          • Awkward when you want to mix python and C in the interface.
            • +
          • Inefficient passing of "Swigified Pointers"
            • +
          +
          + + + + +
          +           +
          +

          SWIG

          +
          + +           +
          +

          SWIGifying add()

          +
          +
          +

          SWIG doesn't require modification to your C source code

          +

          The language interface is defined by an "interface file", usually with +a suffix of .i

          +

          From there, SWIG can generate interfaces for the languages it supports

          +

          The interface file contains ANSI C prototypes and variable declarations

          +

          The %module directive defines the name of the module that will be +created by SWIG

          + + + + +
          +           +
          +

          Creating a wrapper:

          +
          +
          +

          (Examples/week-08-extensions/swig)

          +

          Create add.i:

          +
          %module add
+%{
+%}
+extern int add(int x, int y);
+
          +
          +

          Create setup.py:

          +
          from setuptools import setup, Extension
+
+setup(
+    name='add',
+    py_modules=['add'],
+    ext_modules=[
+        Extension('_add', sources=['add.c', 'add.i'])
+    ]
+)
+
          +
          + + + + +
          +           +
          +

          Creating a wrapper:

          +
          +
          +

          And build it:

          +
          python setup.py build_ext --inplace
+
          +
          +

          NOTE: distutils (and thus setuptools) "knows" about SWIG, so it does the +swig step for you when you give it a *.i file.

          +

          Notice what gets created:

          +
          +
            +
          • an add_wrap.c file -- the wrapper code.
            • +
          • an add.py file -- python code that calls the C function
            • +
          • an _add.so (or _add.pyd) file -- the compiled extension
            • +
          +
          + + + + +
          +           +
          +

          Creating a wrapper:

          +
          + +           +
          +

          Installing SWIG

          +
          +
          +

          On the SWIG download page, there is a source tarball for *nix, and +Windows binaries:

          +

          http://www.swig.org/download.html

          +

          For Linux:

          +

          You may have it in your package repository:

          +

          apt-get install swig

          +

          If not, download the tarball, unpack it, and:

          +
          ./configure
+make
+sudo make install
+
          +
          +

          should do it.

          + + + + +
          +           +
          +

          OS-X Install

          +
          +
          +

          For OS-X: the same thing, except you also need the "pcre" package. +Which you can get from:

          +

          http://sourceforge.net/projects/pcre/files/pcre/8.37/pcre-8.37.tar.gz/download

          +

          Put it in the dir created when the SWIG source was unpacked.

          +

          Unpack it, then run this to set it up for use with SWIG:

          +
          Tools/pcre-build.sh
+
          +
          +

          Then you can do the standard:

          +
          ./configure
+make
+make install
+
          +
          + + + + +
          +           +
          +

          Decisions, Decisions...

          +
          +
          +

          So what to use???

          + + + + +
          +           +
          +

          My decision tree

          +
          +
          +

          Are you calling a few system library calls?

          +
          +
            +
          • Use ctypes
            • +
          +
          +

          Do you have a really big library to wrap? -- use a wrapper generator:

          +
          +
            +
          • SWIG (other languages?)
            • +
          • SIP
            • +
          • XDress
            • +
          +
          +

          Are you writing extensions from scratch?

          +
          +
            +
          • Cython
            • +
          • Do you love C++ ?
              +
            • Boost Python
              • +
            +
            • +
          +
          +

          Do you want a "thick" wrapper around a C/C++ lib:

          +
          +
            +
          • Cython
            • +
          +
          + + + + +
          +           + + + +
          +

          Thank You!

          +
          +

          + +

          +           + + + +           + + + + \ No newline at end of file diff --git a/slides_sources/build/slides/genindex.html b/slides_sources/build/slides/genindex.html new file mode 100644 index 0000000..09a33e8 --- /dev/null +++ b/slides_sources/build/slides/genindex.html @@ -0,0 +1,103 @@ + + + + + + + Index — System Development with Python + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
          +

          +

          +

          +
          +           + + + +

          Index

          + +
          + +
          + + + + +
          +

          Thank You!

          +
          +

          + +

          +           + + + +           + + + + \ No newline at end of file diff --git a/slides_sources/build/slides/homework/index.html b/slides_sources/build/slides/homework/index.html new file mode 100644 index 0000000..675d37d --- /dev/null +++ b/slides_sources/build/slides/homework/index.html @@ -0,0 +1,107 @@ + + + + + + Homework Materials — System Development with Python + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
          +

          +

          +

          +
          +           + + + +
          +

          Homework Materials

          +
          +
          +

          There may be some stuff here for homework

          + + + + +
          +           + + + +
          +

          Thank You!

          +
          +

          + +

          +           + + + +           + + + + \ No newline at end of file diff --git a/slides_sources/build/slides/html_slides/01-unittest-coverage.html b/slides_sources/build/slides/html_slides/01-unittest-coverage.html new file mode 100644 index 0000000..26995fd --- /dev/null +++ b/slides_sources/build/slides/html_slides/01-unittest-coverage.html @@ -0,0 +1,594 @@ + + + + + + + + System Development with Python, Week 1 :: unit testing review / coverage + + + + + + + + + + + + + + + + + + + + + + + + + +
          + + + +
          +

          System Development with Python

          +

          Week 1 :: unit testing review / coverage

          +

          Joseph Sheedy

          +

          joseph.sheedy@gmail.com

          +

          Git repository: https://github.com/UWPCE-PythonCert/SystemDevelopment2015

          +
          + +
          +

          Unit testing review, with coverage

          +
          + +
          +

          Example application, calculator.py

          +
          + +
          +

          What is testing?

          + +

          Code which runs your application in as close to a real environment as feasible and validates its behavior +

          In dynamic interpreted languages like Python even show stopping syntax errors can hide until discovered in runtime, usually at the wrongtime. + + 

          
+#!/usr/bin/env python
+
+def func():
+    jfdkls
+
+while True:
+    print "> ",
+    if raw_input() == 'x':
+        func()
+
          +
          +
          +

          Levels of testing:

          +
            +
          • Unit tests +
          • High level system tests +
          • Integration tests +
          • Black box / White box testing +
          +
          + +
          +

          Unit testing

          +
            +
          • Test smallest discrete units of source code +
          • Tests should be independent of each other +
          • Easier to separate from required resources through fixtures and mocking +
          • Automatable +
          • Integrates with development process +
          +

          What should be tested? +

          The percentage of code which gets run in a test is known as the coverage. +

          100% coverage is an ideal to strive for. But the decision on when and what to test should take into account the volatility of the project. Tests require maintenance. +

          + +
          +

          Testing with Python

          +

          Unit testing tools +

            +
          • unittest, the test framework that ships with Python. Started life as PyUnit. +
          • nose, a test runner which integrates with unittest +
          • mock, an object mocking library. Ships with Python 3.3+ +
          +

          http://docs.python.org/2/library/unittest.html +

          http://nose.readthedocs.org/en/latest/ +

          http://www.voidspace.org.uk/python/mock/ + + +

          + +
          +

          unittest.TestCase anatomy

          +

          create a new subclass of unittest.TestCase +

          name test methods test_foo so the test runner finds them +

          make calls to the self.assert* family of methods to validate results + +

          + 

          
+import unittest
+
+class TestTest(unittest.TestCase):
+
+    def setUp(self):
+        pass
+
+    def test_add(self):
+        self.assertEqual(2+2, 4)
+
+    def test_len(self):
+        self.assertEqual(len('foo'), 3)
+
+
          +
          + + +
          +

          assert methods

          +

          TestCase contains a number of methods named assert* which can be used for validation, here are a few common ones: +

            +
          • assertEqual(first, second, msg=None) +
          • assertNotEqual(first, second, msg=None) +
          • assertTrue(expr, msg=None) +
          • assertFalse(expr, msg=None) +
          • assertIn(first, second) +
          • assertRaises(exc, fun, msg=None, *args, **kwargs) +
          +

          + See a full list at + http://docs.python.org/2/library/unittest.html#assert-methods or dir(unittest.TestCase) +

          + +
          + +
          +

          Fixtures: Setting up your tests for success (or failure!)

          +

          Test fixtures are a fixed baseline for tests to run from consistently, also known as test context +

          Fixtures can be set up fresh before each test, once before each test case, or before an entire test suite +

          unittest provides fixture support via these methods: +

            +
          • setUp / tearDown - these are run before and after each test method +
          • setUpClass / tearDownClass - these are run before/after each TestCase +
          • setUpModule / tearDownModule - run before/after each TestSuite +
          • (new in Python 2.7) addCleanup / doCleanups - called after tearDown, in case a test throws an exception +
          + +
          + +
          +

          Testing floating point values

          +

          Why can't we just test if .5 == .5 ? + + 

          +        
+3*.15 == .45
+Out[19]: False
+
+In [24]: 3*.15 * 10 / 10  == .45
+Out[24]: True
+        
+
          + +

          There are an infinite number of floating point numbers, so they are stored as an approximation in computing hardware. +

          https://docs.python.org/2/tutorial/floatingpoint.html +

          + +
          +

          levels of precision of floating point

          +

          Floating point numbers are stored in + IEEE 754 64-bit double precision format, + which allows 1 bit for the sign, 11 bits for the exponent, and the remaining 52 for the fraction +

          So we can count on 16 digits of precision in decimal: + 

          
+
+In [39]: len(str(2**52))
+Out[39]: 16
+
+In [40]: .1+.2
+Out[40]: 0.30000000000000004
+
+In [41]: len('3000000000000000')
+Out[41]: 16
+
+# with repeated operations, the errors eventually build up: here's multiplying by '1' 10 billion times:
+In [64]: x=1
+In [69]: for i in xrange(10000000000): x *= (.1 + .2)/.3
+
          +
          +
          +

          assertAlmostEqual

          +

          Verifies that two floating point values are close enough to each other. Add a places keyword argument to specify the number of significant digits. + 

          
+import unittest
+
+class TestAlmostEqual(unittest.TestCase):
+
+    def setUp(self):
+        pass
+
+    def test_floating_point(self):
+        self.assertEqual(3*.15, .45)
+
+    def test_almost_equal(self):
+        self.assertAlmostEqual(3*.15, .45, places=7)
+
+
          +
          + +
          +

          Running your tests

          +

          Call unittest.main() right in your module + 

          
+    if __name__ == "__main__":
+        unittest.main()
+
          +

          If it gets cumbersome with many TestCases, organize the tests into a test suite

          +
          + +
          +

          Test Suites

          +

          Test suites group test cases into a single testable unit + 

          
+import unittest
+
+from calculator_test import TestCalculatorFunctions
+
+suite = unittest.TestLoader().loadTestsFromTestCase(TestCalculatorFunctions)
+
+unittest.TextTestRunner(verbosity=2).run(suite)
+
          + +
          + +
          +

          nose

          +

          A test runner which autodiscovers test cases +

          Nose will find tests for you so you can focus on writing tests, not maintaining test suites +

          Any file matching the testMatch conditions* will be searched for tests. They can't be executable! + +

          Running your tests is as easy as + 

          
+    $ nosetests
+
          +

          https://nose.readthedocs.org/en/latest/finding_tests.html +

          *defined as self.testMatch = re.compile(r'(?:^|[\\b_\\.%s-])[Tt]est' % os.sep)

          +
          + +
          +

          nose plugins

          +

          Many plugins exist for nose, such as code coverage: + + 

          
+    # requires full path to nosetests:
+    $ ~/virtualenvs/uwpce/bin/nosetests --with-coverage
+
          + +

          or drop in to the debugger on failure + 

          
+    $ nosetests --pdb
+
          +

          or parallel process your tests. Remember, unit tests should be independent of each other: + 

          
+    $ nosetests --processes=5
+
          + +
          + +
          +

          running coverage

          +

          To run coverage on your test suite: + 

          
+coverage run my_program.py arg1 arg2
+
          +

          This generates a .coverage file. To analyze it on the console: + 

          
+coverage report
+
          +

          Else generate an HTML report in the current directory: + 

          
+coverage html
+
          + +

          To find out coverage across the standard library, add -L: + 

          
+  -L, --pylib           Measure coverage even inside the Python installed
+                        library, which isn't done by default.
+
          + + +
          +
          +

          branch coverage

          +

          consider the following code: +

          
+x = False  # 1
+if x:      # 2
+    print "in branch"  # 3
+print "out of branch"  # 4
+
          +

          We want to make sure the branch is being bypassed correctly in the False case +

          Track which branch destinations were not visited with the --branch option to run +

          
+coverage run --branch myprog.py
+
          +

          http://nedbatchelder.com/code/coverage/branch.html +

          + +
          +

          Doctests

          +

          Tests placed in docstrings to demonstrate usage of a component to a human in a machine testable way

          + 
          
+def square(x):
+    """Squares x.
+
+    >>> square(2)
+    4
+    >>> square(-2)
+    4
+    """
+
+    return x * x
+
+if __name__ == '__main__':
+    import doctest
+    doctest.testmod()
+
+
+
          +

          As of Python 2.6, the __main__ check is unnecessary: + 

          
+    python -m doctest -v example.py
+
          +

          Now generate documentation, using epydoc for example: + 

          
+    $ epydoc example.py
+
          + +

          http://docs.python.org/2/library/doctest.html +

          http://www.python.org/dev/peps/pep-0257/ +

          http://epydoc.sourceforge.net/ +

          http://sphinx-doc.org/ +

          http://www.doxygen.org + +

          + +
          +

          Test Driven Development (TDD)

          +

          In TDD, the tests are written the meet the requirements before the code exists. +

          Once the collection of tests passes, the requirement is considered met. +

          We don't always want to run the entire test suite. In order to run a single test with nose:

          +

          + 

          
+        nosetests calculator_test.py:TestCalculatorFunctions.test_add
+
          +

          +
          + +
          +

          Exercises

          +
            +
          • Add unit tests for each method in calculator_functions.py +
          • Add fixtures via setUp/tearDown methods and setUpClass/tearDownClass class methods. Are they behaving how you expect? +
          • Add additional unit tests for floating point calculations +
          • Fix any failures in the code +
          • Add doctests to calculator_functions.py +
          +
          + +
          +

          One more Python feature before getting back to testing.. the "with" statement

          +
          + +
          +

          Context managers via the "with" statement

          +

          Introduced in Python 2.5 +

          If you've been opening files using "with" (and you probably should be), you have been using context managers:

          + 
          
+    with open("file.txt", "w") as f:
+        f.write("foo")
+
          +

          A context manager is just a class with __enter__ and __exit__ methods defined to handle setting up and tearing down the context

          +

          Provides generalizable execution contexts in which setup and teardown of context are executed no matter what happens

          +

          This allows us to do things like setup/teardown and separate out exception handling code

          +
          + +
          +

          Writing a context manager

          +

          Define __enter__(self) and __exit__(self, type, value, traceback) on a class +

          If __exit__ returns a true value, a caught exception is not re-raised +

          For example : + 

          
+    import os, random, shutil, time
+
+    class TemporaryDirectory(object):
+        """A context manager for creating a temporary directory which gets destroyed on context exit"""
+
+        def __init__(self,directory):
+            self.base_directory = directory
+
+        def __enter__(self):
+            # set things up
+            self.directory = os.path.join(self.base_directory, str(random.random()))
+            os.makedirs(self.directory)
+            return self.directory
+
+        def __exit__(self, type, value, traceback):
+            # tear it down
+            shutil.rmtree(self.directory)
+
+    with TemporaryDirectory("/tmp/foo") as dir:
+        # write some temp data into dir
+        with open(os.path.join(dir, "foo.txt"), 'wb') as f:
+            f.write("foo")
+
+        time.sleep(5)
+
          +

          + http://www.python.org/dev/peps/pep-0343/ +

          +
          + +
          +

          Context Manager exercise

          +

          Create a context manager which prints information on all exceptions which occur in the context and continues execution

          + 
          
+    with YourExceptionHandler():
+        print "do some stuff here"
+        1/0
+
+    print "should still reach this point"
+
+
          +

          Why might using a context manager be better than implementing this with try..except..finally ?

          +

          Also see the contextlib module

          +
          + +
          +

          Now we've got the tools to really test

          +

          Consider the application in the examples/wikidef directory. Give the command line utility a subject, and it will return a definition.

          + 
          
+    ./define.py  Robot | html2text
+
          +

          How can we test our application code without abusing (and waiting for) Wikipedia?

          +
          + +
          +

          Using Mock objects to test an application with service dependencies

          +

          Mock objects replace real objects in your code at runtime during test

          +

          This allows you to test code which calls these objects without having their actual code run

          +

          Useful for testing objects which depend on unimplemented code, resources which are expensive, or resources which are unavailable during test execution

          +

          + http://www.voidspace.org.uk/python/mock +

          +
          + +
          +

          Mocks

          +

          The MagickMock class will keep track of calls to it so we can verify that the class is being called correctly, without having to execute the code underneath

          + 
          
+    import mock
+
+    mock_object = mock.MagicMock()
+    mock_object.foo.return_value = "foo return"
+    print mock_object.foo.call_count
+    print mock_object.foo()
+    print mock_object.foo.call_count
+    # raise an exception by assigning to the side_effect attribute
+    mock_object.foo.side_effect = Exception
+    mock_object.foo()
+
+
          + +
          + +
          +

          Easy mocking with mock.patch

          +

          patch acts as a function decorator, class decorator, or a context manager +

          Inside the body of the function or with statement, the target is patched with a new object. When the function/with statement exits the patch is undone

          +
          + +
          +

          Using patch

          + 
          
+# patch with a decorator
+@patch.object(Wikipedia, 'article')
+def test_article_success_decorator_mocked(self, mock_method):
+    article = Definitions.article("Robot")
+    mock_method.assert_called_once_with("Robot")
+
+# patch with a context manager
+def test_article_success_context_manager_mocked(self):
+    with patch.object(Wikipedia, 'article') as mock_method:
+        article = Definitions.article("Robot")
+        mock_method.assert_called_once_with("Robot")
+
          +

          + http://www.voidspace.org.uk/python/mock/patch.html +

          + +
          +

          Exercises

          +

          When define.py is given the name of a non-existant article, an exception is thrown. +

          Add a new test that confirms this behavior + +

          + + + + + + +
          + ← + → +
          + + +

          + + / + +

          + + +
          + + + + + + + +
          + + + + + + + + + + + + + + + + diff --git a/slides_sources/build/slides/html_slides/01-unittest-coverage.rst b/slides_sources/build/slides/html_slides/01-unittest-coverage.rst new file mode 100644 index 0000000..f0a1613 --- /dev/null +++ b/slides_sources/build/slides/html_slides/01-unittest-coverage.rst @@ -0,0 +1,879 @@ +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: System Development with Python + :name: system-development-with-python + +.. rubric:: Week 1 :: unit testing review / coverage + :name: week-1-unit-testing-review-coverage + +Joseph Sheedy + +*joseph.sheedy@gmail.com* + +Git repository: +https://github.com/UWPCE-PythonCert/SystemDevelopment2015 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Unit testing review, with coverage + :name: unit-testing-review-with-coverage + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Example application, calculator.py + :name: example-application-calculator.py + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: What is testing? + :name: what-is-testing + +Code which runs your application in as close to a real environment as +feasible and validates its behavior + +In dynamic interpreted languages like Python even show stopping syntax +errors can hide until discovered in runtime, usually at the wrongtime. + +:: + + #!/usr/bin/env python + + def func(): + jfdkls + + while True: + print "> ", + if raw_input() == 'x': + func() + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Levels of testing: + :name: levels-of-testing + +- Unit tests +- High level system tests +- Integration tests +- Black box / White box testing + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Unit testing + :name: unit-testing + +- Test smallest discrete units of source code +- Tests should be independent of each other +- Easier to separate from required resources through fixtures and + mocking +- Automatable +- Integrates with development process + +What should be tested? + +The percentage of code which gets run in a test is known as the +coverage. + +100% coverage is an ideal to strive for. But the decision on when and +what to test should take into account the volatility of the project. +Tests require maintenance. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Testing with Python + :name: testing-with-python + +Unit testing tools + +- unittest, the test framework that ships with Python. Started life as + PyUnit. +- nose, a test runner which integrates with unittest +- mock, an object mocking library. Ships with Python 3.3+ + +http://docs.python.org/2/library/unittest.html + +http://nose.readthedocs.org/en/latest/ + +http://www.voidspace.org.uk/python/mock/ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: unittest.TestCase anatomy + :name: unittest.testcase-anatomy + +create a new subclass of unittest.TestCase + +name test methods test\_foo so the test runner finds them + +make calls to the self.assert\* family of methods to validate results + +:: + + import unittest + + class TestTest(unittest.TestCase): + + def setUp(self): + pass + + def test_add(self): + self.assertEqual(2+2, 4) + + def test_len(self): + self.assertEqual(len('foo'), 3) + + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: assert methods + :name: assert-methods + +TestCase contains a number of methods named assert\* which can be used +for validation, here are a few common ones: + +- assertEqual(first, second, msg=None) +- assertNotEqual(first, second, msg=None) +- assertTrue(expr, msg=None) +- assertFalse(expr, msg=None) +- assertIn(first, second) +- assertRaises(exc, fun, msg=None, \*args, \*\*kwargs) + +See a full list at +http://docs.python.org/2/library/unittest.html#assert-methods or +dir(unittest.TestCase) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Fixtures: Setting up your tests for success (or failure!) + :name: fixtures-setting-up-your-tests-for-success-or-failure + +Test fixtures are a fixed baseline for tests to run from consistently, +also known as test context + +Fixtures can be set up fresh before each test, once before each test +case, or before an entire test suite + +unittest provides fixture support via these methods: + +- setUp / tearDown - these are run before and after each test method +- setUpClass / tearDownClass - these are run before/after each TestCase +- setUpModule / tearDownModule - run before/after each TestSuite +- (new in Python 2.7) addCleanup / doCleanups - called after tearDown, + in case a test throws an exception + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Testing floating point values + :name: testing-floating-point-values + +Why can't we just test if .5 == .5 ? + +:: + + + 3*.15 == .45 + Out[19]: False + + In [24]: 3*.15 * 10 / 10 == .45 + Out[24]: True + + + +There are an infinite number of floating point numbers, so they are +stored as an approximation in computing hardware. + +https://docs.python.org/2/tutorial/floatingpoint.html + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: levels of precision of floating point + :name: levels-of-precision-of-floating-point + +Floating point numbers are stored in `IEEE +754 `__ 64-bit double +precision format, which allows 1 bit for the sign, 11 bits for the +exponent, and the remaining 52 for the fraction + +So we can count on 16 digits of precision in decimal: + +:: + + + In [39]: len(str(2**52)) + Out[39]: 16 + + In [40]: .1+.2 + Out[40]: 0.30000000000000004 + + In [41]: len('3000000000000000') + Out[41]: 16 + + # with repeated operations, the errors eventually build up: here's multiplying by '1' 10 billion times: + In [64]: x=1 + In [69]: for i in xrange(10000000000): x *= (.1 + .2)/.3 + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: assertAlmostEqual + :name: assertalmostequal + +Verifies that two floating point values are close enough to each other. +Add a places keyword argument to specify the number of significant +digits. + +:: + + import unittest + + class TestAlmostEqual(unittest.TestCase): + + def setUp(self): + pass + + def test_floating_point(self): + self.assertEqual(3*.15, .45) + + def test_almost_equal(self): + self.assertAlmostEqual(3*.15, .45, places=7) + + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Running your tests + :name: running-your-tests + +Call unittest.main() right in your module + +:: + + if __name__ == "__main__": + unittest.main() + + +If it gets cumbersome with many TestCases, organize the tests into a +test suite + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Test Suites + :name: test-suites + +Test suites group test cases into a single testable unit + +:: + + import unittest + + from calculator_test import TestCalculatorFunctions + + suite = unittest.TestLoader().loadTestsFromTestCase(TestCalculatorFunctions) + + unittest.TextTestRunner(verbosity=2).run(suite) + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: nose + :name: nose + +A test runner which autodiscovers test cases + +Nose will find tests for you so you can focus on writing tests, not +maintaining test suites + +Any file matching the testMatch conditions\* will be searched for tests. +They can't be executable! + +Running your tests is as easy as + +:: + + $ nosetests + + +https://nose.readthedocs.org/en/latest/finding_tests.html + +\*defined as self.testMatch = +re.compile(r'(?:^\|[\\\\b\_\\\\.%s-])[Tt]est' % os.sep) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: nose plugins + :name: nose-plugins + +Many plugins exist for nose, such as code coverage: + +:: + + # requires full path to nosetests: + $ ~/virtualenvs/uwpce/bin/nosetests --with-coverage + + +or drop in to the debugger on failure + +:: + + $ nosetests --pdb + + +or parallel process your tests. Remember, unit tests should be +independent of each other: + +:: + + $ nosetests --processes=5 + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: running coverage + :name: running-coverage + +To run coverage on your test suite: + +:: + + coverage run my_program.py arg1 arg2 + +This generates a .coverage file. To analyze it on the console: + +:: + + coverage report + +Else generate an HTML report in the current directory: + +:: + + coverage html + +To find out coverage across the standard library, add -L: + +:: + + -L, --pylib Measure coverage even inside the Python installed + library, which isn't done by default. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: branch coverage + :name: branch-coverage + +consider the following code: + +:: + + x = False # 1 + if x: # 2 + print "in branch" # 3 + print "out of branch" # 4 + +We want to make sure the branch is being bypassed correctly in the False +case + +Track which branch destinations were not visited with the --branch +option to run + +:: + + coverage run --branch myprog.py + +http://nedbatchelder.com/code/coverage/branch.html + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Doctests + :name: doctests + +Tests placed in docstrings to demonstrate usage of a component to a +human in a machine testable way + +:: + + def square(x): + """Squares x. + + >>> square(2) + 4 + >>> square(-2) + 4 + """ + + return x * x + + if __name__ == '__main__': + import doctest + doctest.testmod() + + + + +As of Python 2.6, the \_\_main\_\_ check is unnecessary: + +:: + + python -m doctest -v example.py + + +Now generate documentation, using epydoc for example: + +:: + + $ epydoc example.py + + +http://docs.python.org/2/library/doctest.html + +http://www.python.org/dev/peps/pep-0257/ + +http://epydoc.sourceforge.net/ + +http://sphinx-doc.org/ + +http://www.doxygen.org + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Test Driven Development (TDD) + :name: test-driven-development-tdd + +In TDD, the tests are written the meet the requirements before the code +exists. + +Once the collection of tests passes, the requirement is considered met. + +We don't always want to run the entire test suite. In order to run a +single test with nose: + +:: + + nosetests calculator_test.py:TestCalculatorFunctions.test_add + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Exercises + :name: exercises + +- Add unit tests for each method in calculator\_functions.py +- Add fixtures via setUp/tearDown methods and setUpClass/tearDownClass + class methods. Are they behaving how you expect? +- Add additional unit tests for floating point calculations +- Fix any failures in the code +- Add doctests to calculator\_functions.py + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: One more Python feature before getting back to testing.. the + "with" statement + :name: one-more-python-feature-before-getting-back-to-testing..-the-with-statement + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Context managers via the "with" statement + :name: context-managers-via-the-with-statement + +Introduced in Python 2.5 + +If you've been opening files using "with" (and you probably should be), +you have been using context managers: + +:: + + with open("file.txt", "w") as f: + f.write("foo") + + +A context manager is just a class with \_\_enter\_\_ and \_\_exit\_\_ +methods defined to handle setting up and tearing down the context + +Provides generalizable execution contexts in which setup and teardown of +context are executed no matter what happens + +This allows us to do things like setup/teardown and separate out +exception handling code + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Writing a context manager + :name: writing-a-context-manager + +Define \_\_enter\_\_(self) and \_\_exit\_\_(self, type, value, +traceback) on a class + +If \_\_exit\_\_ returns a true value, a caught exception is not +re-raised + +For example : + +:: + + import os, random, shutil, time + + class TemporaryDirectory(object): + """A context manager for creating a temporary directory which gets destroyed on context exit""" + + def __init__(self,directory): + self.base_directory = directory + + def __enter__(self): + # set things up + self.directory = os.path.join(self.base_directory, str(random.random())) + os.makedirs(self.directory) + return self.directory + + def __exit__(self, type, value, traceback): + # tear it down + shutil.rmtree(self.directory) + + with TemporaryDirectory("/tmp/foo") as dir: + # write some temp data into dir + with open(os.path.join(dir, "foo.txt"), 'wb') as f: + f.write("foo") + + time.sleep(5) + + +http://www.python.org/dev/peps/pep-0343/ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Context Manager exercise + :name: context-manager-exercise + +Create a context manager which prints information on all exceptions +which occur in the context and continues execution + +:: + + with YourExceptionHandler(): + print "do some stuff here" + 1/0 + + print "should still reach this point" + + + +Why might using a context manager be better than implementing this with +try..except..finally ? + +Also see the `contextlib +module `__ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Now we've got the tools to really test + :name: now-weve-got-the-tools-to-really-test + +Consider the application in the examples/wikidef directory. Give the +command line utility a subject, and it will return a definition. + +:: + + ./define.py Robot | html2text + + +How can we test our application code without abusing (and waiting for) +Wikipedia? + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Using Mock objects to test an application with service + dependencies + :name: using-mock-objects-to-test-an-application-with-service-dependencies + +Mock objects replace real objects in your code at runtime during test + +This allows you to test code which calls these objects without having +their actual code run + +Useful for testing objects which depend on unimplemented code, resources +which are expensive, or resources which are unavailable during test +execution + +http://www.voidspace.org.uk/python/mock + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Mocks + :name: mocks + +The MagickMock class will keep track of calls to it so we can verify +that the class is being called correctly, without having to execute the +code underneath + +:: + + import mock + + mock_object = mock.MagicMock() + mock_object.foo.return_value = "foo return" + print mock_object.foo.call_count + print mock_object.foo() + print mock_object.foo.call_count + # raise an exception by assigning to the side_effect attribute + mock_object.foo.side_effect = Exception + mock_object.foo() + + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Easy mocking with mock.patch + :name: easy-mocking-with-mock.patch + +patch acts as a function decorator, class decorator, or a context +manager + +Inside the body of the function or with statement, the target is patched +with a new object. When the function/with statement exits the patch is +undone + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Using patch + :name: using-patch + +:: + + # patch with a decorator + @patch.object(Wikipedia, 'article') + def test_article_success_decorator_mocked(self, mock_method): + article = Definitions.article("Robot") + mock_method.assert_called_once_with("Robot") + + # patch with a context manager + def test_article_success_context_manager_mocked(self): + with patch.object(Wikipedia, 'article') as mock_method: + article = Definitions.article("Robot") + mock_method.assert_called_once_with("Robot") + + +http://www.voidspace.org.uk/python/mock/patch.html + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Exercises + :name: exercises-1 + +When define.py is given the name of a non-existant article, an exception +is thrown. + +Add a new test that confirms this behavior + +.. raw:: html + +
          + +.. raw:: html + +
          + +`← <#>`__ `→ <#>`__ + +.. raw:: html + +
          + + / + +Go to slide: + +.. raw:: html + +
          diff --git a/slides_sources/build/slides/html_slides/03-debugging.html b/slides_sources/build/slides/html_slides/03-debugging.html new file mode 100644 index 0000000..1abdc13 --- /dev/null +++ b/slides_sources/build/slides/html_slides/03-debugging.html @@ -0,0 +1,713 @@ + + + + + + + + Python300 week 03, metaclasses + + + + + + + + + + + + + + + + + + + + + + + +
          + +
          +

          System Development with Python

          +

          Week 3 :: debugging

          +

          Joseph Sheedy

          +

          joseph.sheedy@gmail.com

          +

          Git repository: https://github.com/UWPCE-PythonCert/SystemDevelopment2015

          +
          + +
          +

          Today's topics

          +
            +
          • The call stack +
          • Exceptions +
          • Iterators +
          • Debugging +
          +
          + +
          +

          The Call Stack

          +
          + +
          +

          What is the call stack?

          +
            +
          • The call stack is a stack data structure that stores information about the current active function call +
          • The objects in the stack are known as "stack frames". Each frame contains the arguments passed to the function, space for local variables, and the return address +
          • A stack is a Last-In-First-Out (LIFO) data structure +
          • When a function is called, a stack frame is created for it and pushed onto the stack +
          • When a function returns, it is popped off the stack and control is passed to the next item in the stack. If the stack is empty, the program exits +
          +
          + +
          + +
          + +
          +

          How deep can that stack be?

          + 
          i = 0
+
+def recurse():
+    global i
+    i += 1
+    print i
+    recurse()
+
+recurse()
+
          +

          That value can be changed with sys.setrecursionlimit(N)

          +
          + +
          +

          inspecting frames in the call stack

          + 
          import sys, traceback
+
+def one():
+    one_local_var = "foo"
+    two()
+
+def two():
+    two_local_var = "foo"
+    three()
+
+def three():
+    # print the stack
+    for num in range(3):
+        frame = sys._getframe(num)
+        show_frame(num, frame)
+
+    # or,
+    traceback.print_stack()
+    # or more rudely
+    1/0
+
+def show_frame(num, frame):
+    print "  frame     = sys._getframe(%s)" % num
+    print "  function  = %s()" % frame.f_code.co_name
+    print "  file/line = %s:%s" % (frame.f_code.co_filename, frame.f_lineno)
+    print "  locals: %s" % frame.f_locals.keys()
+
+one()
+
          +

          Also see the inspect module +

          + +
          +

          Exceptions

          +

          It's easier to ask for forgiveness than permission

          + +
          + +

          When either the interpreter or your own code detects an error condition, an exception may be raised

          + +

          The exception will bubble up the call stack until it is handled. If it's not, the interpreter will exit. +

          At each level in the stack, a handler can either: +

            +
          • let it pass through (the default) +
          • swallow the exception +
          • catch the exception and raise it again +
          • catch the exception and raise a new one +
          +
          + +
          + +
          +

          Handling exceptions

          +

          The most basic form uses the builtins try and except + 

          try:
+    print "do some stuff"
+    1 / 0
+    print "do some more stuff"
+except:
+    print "stuff failed"
          +
          + +
          +

          A few more builtins for exception handling: finally, else, and raise

          + 
          def divide(x, y):
+
+try:
+    print "line 1"
+    result = x / y
+    print "line 2"
+
+except ZeroDivisionError as e:
+    print "caught division error: %s" % str(e)
+
+except Exception as e:
+    print "unhandled exception %s.  message: %s " % (type(e), e.args)
+    raise
+
+else:
+    print "everything worked great"
+    return result
+
+finally:
+    print "this is executed no matter what"
          +
          + +
          +

          Built-in exceptions

          + 
          [name for name in dir(__builtin__) if "Error" in name]
          +

          If one of these meets your needs, by all means use it. Else, define a new exception type by subclassing one, perhaps Exception

          + 
          In [32]: import exceptions
+In [33]: exceptions?
+Type:       module
+String Form:
+Docstring:
+Python's standard exception class hierarchy.
+
+Exceptions found here are defined both in the exceptions module and the
+built-in namespace.  It is recommended that user-defined exceptions
+inherit from Exception.  See the documentation for the exception
+inheritance hierarchy.
          + +
          + +
          +

          Exercise

          +

          Modify the example program examples/wikidef +

          Enforce the argument to api.Wikipedia.title to have length greater than 0 +

          If a 0 length argument is passed to this function, raise a new exception called ZeroLengthTitleError +

          Handle this exception in the caller (Not necessarily the immediate caller, which one makes sense to you?) +

          Feel free to edit the code in place. You can throw away your changes at the end with "git reset --hard", store them for later with "git stash", or commit them! +

          + +
          +

          Further reading

          + +
          +
          +

          Exceptions aren't just for errors

          +

          Exception handling can be used for control flow as well +

          i.e. StopIteration for iterators

          +
          + + + + +
          +

          Iterators

          +

          Iterators are objects which support a concept of iteration over a collection + 

          # looping over the lines in a file is done via an iterator:
+  with open("file.dat") as f:
+      for line in f:
+          print line
+
+  # and you can create your own
+  for x in foo():
+      print x
          +

          An iterator is an object which follows the Python iterator protocol +

          An iterator defines two required methods in order to iterate +

            +
          • __iter__() returns the iterator itself +
          • next() returns the next item in the sequence +
          +

          + http://docs.python.org/2/library/stdtypes.html#iterator-types +

          + +
          + +
          +

          Demonstration iterator

          + 
          class CountToTen(object):
+      """an iterator which returns integers from 0 to 9, inclusive"""
+
+      def __init__(self):
+          self.data = range(10)
+
+      def __iter__(self):
+          return self
+
+      def next(self):
+          try:
+              return self.data.pop(0)
+          except IndexError:
+              raise StopIteration
+
+  for x in CountToTen():
+      print x
+
+  # or consume the whole thing at once by converting to a list:
+  list(CountToTen())
+
          +

          +
          + +
          +

          Now let's build an iterator

          +

          Calculate the first 20 values in the Fibonacci sequence: [0, 1, 1, 2, 3, 5, ... ] using an iterator +

          The Fibonnaci sequence is defined as such: +

            +
          • The first two integers in the sequence are 0 and 1 +
          • Each member of the sequence is the sum of the previous two elements +
            • + 
            for x in FibonacciIterator(20):
+  print x
+
            + +
          + +
          +

          generators

          +

          A generator is a concrete type that implements the iterator protocol. +

          Convert a function to a generator using the yield keyword

          + 
          def count_to_10():
+    for i in range(10):
+        yield i
+
+for x in count_to_10():
+    print x
+
          +

          (4700 upvotes on this stackoverflow question, yield is confusing at first)

          + http://stackoverflow.com/questions/231767/the-python-yield-keyword-explained +
          + +
          +

          Using a generator expression to create a generator

          +

          Python list comprehensions allow you to build lists of values

          + 
          my_list = [x for x in open('file.dat')]
          +

          Convert that list comprehension to a generator just by replacing '[]' with '()' + 

          my_generator = (x for x in open('file.dat'))
          + https://wiki.python.org/moin/Generators +
          + +
          +

          Python Debugging

          +

          Debuggers are code which allows the inspection of state of other code during runtime.

          + +
          +

          Rudimentary tools +

            +
          • print()
            • +
          • interpreter hints
            • +
          • import logging.debug
            • +
          • assert()
            • +
          +

          + +

          Console debuggers

          +
            +
          • pdb/ipdb
            • +
          +

          + +

          GUI debuggers

          +
            +
          • Winpdb
            • +
          • IDEs: Eclipse, Wing IDE, PyCharm, Visual Studio
            • +
          +

          +
          +
          + +
          +

          help from the interpreter

          +

          investigate import issues with -v

          +

          inspect environment after running script with -i

          +
          + +
          +

          the logging module

          +

          A flexible logging system that comes with the standard library +

          Any module using the logging api can have logging output routed the same as your code +

          The four main classes of logging +

            +
          • Loggers - the interface for your code +
          • Handlers - handle log routing +
          • Filters - define which log messages to let through +
          • Formatters - how the log messages get rendered +
          +
          + +
          +

          basic logging usage

          +

          Basic handling, filtering, and formatting can be done through the logging module's basicConfig method +

          More complex and configurable configurations can be created with the class interfaces for each of those tasks +

          Timestamps can be included by passing the kwarg format='%(asctime)s %(message)s') to basicConfig + + 

          
+  import logging
+
+  logging.basicConfig(filename='example.log', level=logging.DEBUG)
+  logging.debug("debug level message")
+  logging.warning("debug level message")
+
+
          +

          see examples/logging/example1.py +

          + +
          +

          A more complex logging setup

          + 
          
+  import logging
+
+  # create logger
+  logger = logging.getLogger('simple_example')
+  logger.setLevel(logging.DEBUG)
+
+  # create console handler and set level to debug
+  handler = logging.StreamHandler()
+  handler.setLevel(logging.DEBUG)
+
+  # create formatter
+  formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
+
+  # add formatter to handler
+  handler.setFormatter(formatter)
+
+  # add handler to logger
+  logger.addHandler(handler)
+
+  # 'application' code
+  logger.debug('debug message')
+  logger.info('info message')
+  logger.warn('warn message')
+  logger.error('error message')
+  logger.critical('critical message')
+
          +
          + +
          +

          Pdb - The Python Debugger

          +

          Pros: +

            +
          • You have it already, ships with the standard library +
          • Easy remote debugging +
          • Works with any development environment +
          +

          +

          Cons: +

            +
          • Steep-ish learning curve +
          • Easy to get lost in a deep stack +
          • Watching variables isn't hard, but non-trivial +
          +

          +
          +
          +

          Pdb - The Python Debugger

          +

          The 4-fold ways of invoking pdb +

            +
          • Postmortem mode +
          • Run mode +
          • Script mode +
          • Trace mode +
          +

          +

          Note: in most cases where you see the word 'pdb' in the examples, you can replace it with 'ipdb'. ipdb is the ipython enhanced version of pdb which is mostly compatible, and generally easier to work with. But it doesn't ship with Python.

          +
          + + +
          +

          Postmortem mode

          +

          For analyzing crashes due to uncaught exceptions + 

          
+      python -i script.py
+      import pdb; pdb.pm()
+
          +
          + +
          +

          Run mode

          + 
          
+      pdb.run('some.expression()')
+
          +
          + +
          +

          Script mode

          + 
          
+      python -m pdb script.py
+
          +

          "-m [module]" finds [module] in sys.path and executes it as a script +

          + +
          +

          Trace mode

          +

          Insert the following line into your code where you want execution to halt: + 

          
+      import pdb; pdb.set_trace()
+
          +

          It's not always OK/possible to modify your code in order to debug it, but this is often the quickest way to begin inspecting state +

          + +
          +

          pdb in ipython

          + 
          +      
+      In [2]: pdb
+      Automatic pdb calling has been turned ON
+
+      %run app.py
+
+      # now halts execution on uncaught exception
+
+      
+
          +

          + If you forget to turn on pdb, the magic command %debug will activate the debugger (in 'post-mortem mode'). +

          +
          + +
          +

          Navigating pdb

          +

          The goal of each of the preceding techniques was to get to the pdb prompt and get to work inspecting state

          + 
          % python -m pdb define.py robot
+  pdb> break api.py:21
+  # list breakpoints
+  pdb> break
+  pdb> clear 1
+  # print lines of code in current context
+  pdb> list
+  # print lines in range
+  pdb> list 1,28
+  # print stack trace, aliased to (bt, w)
+  pdb> where
+  # move one level up the stack
+  pdb> up
+  # move one level down the stack
+  pdb> down
+  # execute until function returns
+  pdb> return
+  # Execute the current line, stop at the first possible occasion
+  pdb> step
+  # Continue execution until the next line in the current function is reached or it returns.
+  pdb> next
+  # Continue execution until the line with a number greater than the current one is reached or until the current frame returns.  Good for exiting loops.
+  pdb> until
+  # create commands to be executed on a breakpoint
+  pdb> commands
+  pdb> continue
          +
          + +
          +

          Breakpoints

          + 
          pdb> help break
+  b(reak) ([file:]lineno | function) [, condition]
+  With a line number argument, set a break there in the current
+  file.  With a function name, set a break at first executable line
+  of that function.  Without argument, list all breaks.  If a second
+  argument is present, it is a string specifying an expression
+  which must evaluate to true before the breakpoint is honored.
+
+  The line number may be prefixed with a filename and a colon,
+  to specify a breakpoint in another file (probably one that
+  hasn't been loaded yet).  The file is searched for on sys.path;
+  the .py suffix may be omitted.
          + +

          Clear (delete) breakpoints

          + 
          
+      clear [bpnumber [bpnumber...]]
+
          + +

          disable breakpoints

          + 
          
+      disable [bpnumber [bpnumber...]]
+
          + +

          enable breakpoints

          + 
          
+      enable [bpnumber [bpnumber...]]
+
          + +
          + + +
          +

          Conditional Breakpoints

          + 
          
+      pdb> help condition
+      condition bpnumber str_condition
+      str_condition is a string specifying an expression which
+      must evaluate to true before the breakpoint is honored.
+      If str_condition is absent, any existing condition is removed;
+      i.e., the breakpoint is made unconditional.
+
          + +

          Set conditions

          + 
          
+      condition 1 x==1
+
          + +

          Clear conditions

          + 
          
+      condition 1
+
          +

          see debugging/examples/long_loop.py

          + +
          + +
          +

          Invoking pdb with nose

          +

          On error condition, drop to pdb

          + 
          nosetests --pdb
+
          +

          + On test failure, drop to pdb:

          + 
          nosetests --pdb-failures
+
          +
          +
          +

          Python IDEs

          +
          +
          +

          PyCharm

          +

          From JetBrains, and integrates some of their vast array of development tools +

          Free Community Edition (CE) is available +

          Good visual debugging support +

          +
          +

          Eclipse

          +

          A multi-language IDE

          +

          Python support via http://pydev.org/ +

          Automatic variable and expression watching +

          Supports a lot of debugging features like conditional breakpoints, provided you look in the right places!

          +

          Further reading

          + http://pydev.org/manual_adv_debugger.html +
          + +
          +

          winpdb

          +

          A multi platform Python debugger with threading support

          +

          Easier to start up and get debugging

          + 
          +      
+      winpdb your_app.py
+      
+
          +
          + +
          +

          Remote debugging with winpdb

          +

          To debug an application running a different Python, even remotely:

          + 
          +      
+      import rpdb2; rpdb2.start_embedded_debugger("password")
+      
+
          +

          + http://winpdb.org/tutorial/WinpdbTutorial.html +

          +
          + +
          +

          Debugging exercise

          +

          Find the wikidef app in the examples folder

          +

          Using (i)pdb in module mode (python -m pdb ) debug the app and find the server type that wikipedia is using by looking at response.headers.headers in Wikipedia.article

          +

          You can enter the debugger by running + 

          python -m pdb ./define.py robot
          +

          You can get to the code by walking through each line with 's'tep and 'n'ext commands, or by setting a breakpoint and 'c'ontinuing. +

          What's the result?

          +
          + + +
          +

          Questions?

          +
          + + + + + + +
          + ← + → +
          + + +

          + + / + +

          + + + + +
          + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/slides_sources/build/slides/html_slides/04-db.html b/slides_sources/build/slides/html_slides/04-db.html new file mode 100644 index 0000000..e27e9d6 --- /dev/null +++ b/slides_sources/build/slides/html_slides/04-db.html @@ -0,0 +1,1915 @@ + + + + + + + + System Development with Python, Week 4 : Databases + + + + + + + + + + + + + + + + + + + + + + + + + + +
          +

          System Development with Python

          +

          Week 4, Databases

          +

          April 28, 2015

          +

          Joseph Sheedy

          +

          joseph.sheedy@gmail.com

          +

          Git repository: https://github.com/UWPCE-PythonCert/SystemDevelopment2015

          +
          + + +
          +

          Today's topics

          +
            +
          • Relational databases and basic SQL +
          • Python's DB API +
          • Working with a database +
          • Non-relational databases (NoSQL) + +
          +
          + +
          + +

          Why a DB?

          + +
            +
          • Need to persist the data your application uses +
          • May need to store more data than you can hold in memory +
          • May need to have multiple apps (or multiple instances) accessing the same data +
          • May need to scale - have the DB running on a separate server(s) +
          • May need to access data from systems written in different languages. +
          + +
          + + +
          +

          Relational Databases

          + +

          A quick overview of SQL: History, Concepts, and Syntax

          +
          + + +
          +

          SQL - Structured Query Language

          +
            +
          • First invented in the early 1970s at IBM +
          • Based on set theory, Relational Algebra, and Tuple Relational Calculus +
          • Used to get at data stored in their System-R database management system +
          • Picked up by Relational Software (now Oracle) in the late 1970s +
          • Oracle V2, the first commercial Relational Database released in 1979 +
          • IBM followed with System/38, SQL/DS and DB2 between 1979 and 1983 +
          • SQL is standardized by ANSI, with varying degrees of compliance among vendors +
          +

          http://en.wikipedia.org/wiki/SQL +

          +
          +

          What is SQL

          + +
            +
          • + SQL and Relational Database Management Systems (RDBMS) have been the de-facto + standard for data persistence for 30+ years +
          • + + Currently, there are more than 100 RDBMS available, both proprietary and + open-source. + +
          • + + Most, if not all, include some implementation of SQL as their query language. +
          + +
          +
          +

          RDMSs You're Likely to Encounter

          +

          Proprietary

          +
            +
          • MS SQL Server +
          • Oracle +
          • MySQL Enterprise (Oracle) +
          +

          Open Source

          + +

          This list is far from exhaustive + +

          http://en.wikipedia.org/wiki/List_of_relational_database_management_systems + +

          +
          +

          SQL Tables

          + +
            +
          • A table consists of rows (also called records) + +
          • Each row/record represents a single item + +
          • Each column represents a data point + +
          • Most tables will have one column which is considered the primary key + +
          • This value will uniquely identify a single row out of all the rows in the table + +
          • In the example below, id is a "surrogate key", meaning it is an identifier not derived from the data itself. The primary key could be id, username, or (first_name,last_name). However, only the surrogate key is unlikely to require changing in the future. +
          + +

          Here is an example table which represents people in a system: +

          + + + 
          +----+------------+------------+-----------+
+| id | username   | first_name | last_name |
++====+============+============+===========+
+|  1 | wont_u_b   | Fred       | Rogers    |
++----+------------+------------+-----------+
+|  4 | neuroman   | William    | Gibson    |
++----+------------+------------+-----------+
+|  5 | race       | Roger      | Bannon    |
++----+------------+------------+-----------+
          + +
          +
          +

          SQL Relations

          +
            +
          • + You can model things using a single table, adding columns for all necessary + dimensions +
          • + But what happens when not all of the items in a table share the same dimensions? +
          • + Or what if some of the items need to have more than one of a particular data + point? +
          • + Empty columns in a row consume resources, possibly leading to memory bloat or slow queries. Use + relations to solve these types of problems. +
          • Two tables are related when a column in one table contains keys for rows in another table. This is known as a Foreign Key relationship. These values may exist in a third table, known as a join or junction table + +
          • The RDBMS can provide "referential integrity constraints" such that the value in a referencing table must exist in the referenced table, or be NULL. +
          + +
          +
          + + + + +
          + +
          +

          Types of Relations

          + +

          + There are three basic types of relationships: + +

            +

          • One-to-one relationships

            + Sometimes used to represent aspects of an item which are not core to it. Like + user (id, password) → user_profile (preferences, name, address) + +

          • Many-to-one relationships

            + Used to represent relationships of ownership or belonging. Like product → + manufacturer, or book → author + +

          • Many-to-many relationships

            + Used to represent associations or membership. Like users ↔ groups or + items ↔ orders + +
          +
          +
          + +

          SQL Relations ( ∞ → 1)

          + +

          + The many table has a column which holds the primary key of the row from + the one table: +

          + Consider the relationship of books to author: + +

          Books → Author

          + +

          Author

          + + + 
          +----+-----------+------------+-----------+
+| id | username  | first_name | last_name |
++====+===========+============+===========+
+|  4 | neuroman  | William    | Gibson    |
++----+-----------+------------+-----------+
+|  6 | harrywho  | Harry      | Houdini   |
++----+-----------+------------+-----------+
          + +

          Books

          + + 
          +----+-----------------------------------+--------+
+| id | title                             | author |
++====+===================================+========+
+|  1 | Miracle Mongers and their Methods | 6      |
++----+-----------------------------------+--------+
+|  2 | The Right Way to Do Wrong         | 6      |
++----+-----------------------------------+--------+
+|  3 | Pattern Recognition               | 4      |
++----+-----------------------------------+--------+
          + +
          +
          + +

          SQL Relations (1 → 1)

          + +

          + One-to-one relationships are a special case of Many-to-one +

          + +

          + In this case, the column on the related table which holds the primary key of + the target table has an additional unique constraint, so that only one + related record can exist + +

          + Can be used for data that doesn't need to be accessed often and + is unique per record +

          + + Consider the example of birth records: +

          + +

          Birth Record → Person

          + +

          People

          + + 
          +----+-----------+------------+-----------+
+| id | username  | first_name | last_name |
++====+===========+============+===========+
+|  1 | wont_u_b  | Fred       | Rogers    |
++----+-----------+------------+-----------+
+|  4 | neuroman  | William    | Gibson    |
++----+-----------+------------+-----------+
+|  5 | race      | Roger      | Bannon    |
++----+-----------+------------+-----------+
          + +

          Birth Records

          + + 
          +----+--------+----------------+--------------+
+| id | person | date           | place        |
++====+========+================+==============+
+|  1 | 1      | March 20, 1928 | Latrobe, PA  |
++----+--------+----------------+--------------+
+|  2 | 4      | March 17, 1948 | Conway, SC   |
++----+--------+----------------+--------------+
+|  3 | 5      | April 1, 1954  | Wilmette, IL |
++----+--------+----------------+--------------+
          + +
          +
          + +

          SQL Relations (∞ ↔ ∞)

          + +

          + You can't have a multi-valued field in traditional SQL, so there's no way to define a foreign + key-like construct +

          + Instead, this relationship is modelled using a join table. This is just a regular table which has twoforeign key fields, one for each side of the relation + +

          + + Beyond these two, other columns can add data points describing the qualities + of the relation itself +

          + + + + + +
          +
          + +

          Group Memberships

          + + +

          People

          +
          +----+------------+------------+-----------+
+| id | username   | first_name | last_name |
++====+============+============+===========+
+|  7 | whitequeen | Emma       | Frost     |
++----+------------+------------+-----------+
+|  8 | shadowcat  | Kitty      | Pryde     |
++----+------------+------------+-----------+
          + + +

          Groups

          + +
          +----+---------------+
+| id | name          |
++====+===============+
+|  1 | Hellfire Club |
++----+---------------+
+|  2 | X-Men         |
++----+---------------+
          + + +

          Membership

          + 
          +----+--------+-------+--------+
+| id | person | group | active |
++====+========+=======+========+
+|  1 | 7      | 1     | False  |
++----+--------+-------+--------+
+|  2 | 7      | 2     | True   |
++----+--------+-------+--------+
+|  3 | 8      | 2     | True   |
++----+--------+-------+--------+
          +
          +
          + +

          SQL Syntax

          + +

          + The syntax of SQL can be broken into constructs: + +

            +
          • Statements are discrete units that perform some action, like inserting + records or querying +
          • Clauses are sub-units of statements which indicate some action or + condition +
          • Expressions are elements that produce values, either unitary or as + tables themselves +
          • Predicates are conditionals which produce some boolean or three-valued + truth value (True, False, and NULL) +
          + +

          + +

          + +
          +

          3 value logic truth tables

          + +
          + +
          + +

          SQL Syntax - Subsets

          + +

          + SQL statements belong to one of several subsets +

            +
          • Data Definition +
          • Data Manipulation +
          • Data Query +
          +
          + +
          + +

          SQL Syntax - Subsets

          +

          Data Definition

          +

          + Statements in this subset concern the structure of the database itself: + + 

          CREATE TABLE "groups" (
+  "group_id" character varying(32) NOT NULL,
+  "name" character varying(255) NOT NULL,
+  "description" text NOT NULL
+)
          + 
          DROP TABLE groups;
          +
          + +
          + +

          SQL Syntax - Subsets

          + +

          + +

          Data Manipulation

          +

          + Statements in this subset concern the altering of data within the database: + + 

          UPDATE people
+    SET first_name='Bill'
+    WHERE id=4;
          + 
          DELETE FROM people
+    WHERE id=4;
          +
          + +
          + +

          SQL Syntax - Subsets

          +

          + + +

          Data Query

          +

          + Statements in this subset concern the retrieval of data from within the + database: + + 

          SELECT user_id, COUNT(*) c
+  FROM (SELECT setting_value AS interests, user_id
+          FROM user_settings
+          WHERE setting_name = 'interests') raw_uid
+  GROUP BY user_id HAVING c > 1;
          +
          + + +
          +

          Python's DB API

          + +

          An introduction to the standard interface for Pythonic database interactions

          + +
          +
          + +

          Why the DB API?

          + +

          + + Despite the SQL's standardization, individual databases have lots of differences + +

          + + Programmers don't want to have to think about implementation details for + underlying systems + +

          + It would be nice to have a single API to hide these details + +

          + Any package implementing this API would then be interchangeable +

          +
          + +

          DB-API v1.0

          + +

          + Finalized in 1996, PEP 248 specified DB-API version 1.0 to fulfill this goal: + + +

          +

          + This API has been defined to encourage similarity between the Python + modules that are used to access databases. By doing this, we hope to + achieve a consistency leading to more easily understood modules, code that + is generally more portable across databases, and a broader reach of + database connectivity from Python. +
          + http://www.python.org/dev/peps/pep-0248/ +
          +
          + +

          DB-API v2.0

          +

          + + By 2001, PEP 249 brought version 2.0 of the DB-API specification, with + improvements: + +

            + +
          • New column types were added to support all basic data types in "modern" SQL +
          • New API constants were added to help detect differences between implementations +
          • The semantics for calling stored procedures were clarified. +
          • Class-based exceptions were added to improve error handling possibilities + +
          +

          + + Discussions are currently underway to push DB-API v3.0, particularly in light + of the change to Python 3.0 + + + http://www.python.org/dev/peps/pep-0249/ +

          +
          + +

          A Note on DB API

          + +

          + It is important to remember that PEP 249 is only a specification + +

          + There is no code or package for DB-API 2.0 on it's own. + +

          + Since 2.5, the Python Standard Library has provided a reference + implementation of the api + http://docs.python.org/2/library/sqlite3.html + based on SQLite3 + +

          + Before version 2.5, this package was available as pysqlite + +

          +
          + +

          Using DB API

          + +

          + To use the DB API with any database other than SQLite3, you must have an + underlying API package available. + +

          + Implementations are available for: + +

            +
          • PostgreSQL (psycopg2, txpostgres, ...) +
          • MySQL (mysql-python, PyMySQL, ...) +
          • MS SQL Server (adodbapi, pymssql, mxODBC, pyodbc, ...) +
          • Oracle (cx_Oracle, mxODBC, pyodbc, ...) +
          • and many more... +
          + + http://wiki.python.org/moin/DatabaseInterfaces +
          +
          + +

          Installing API Packages

          + +

          + Common db api packages can be installed using pip + + 

          $ pip install psycopg2
+$ pip install mysql-python
+...
          + +

          + Most api packages will require that the development headers for the underlying + database system be available. Without these, the C symbols required for + communication with the db are not present and the python interface cannot work. +

          +
          +
          + +

          Other drivers

          + +

          + Some of the db api wrappers have special installation requirements: + + +

          + The MS SQL package runs only on Windows and requires pywin32. It is + included in versions of pywin32 since v211. + +

          + + The cx_Oracle package has binary installers, or can be installed from + source using distutils: + 

          $ python setup.py build
+$ python setup.py install
          +
          +
          + +

          What Do You Get?

          + + +

          What is in the DB API?

          + +
          +
          + +

          Globals

          + +

          + DB-API2 implementations provide the following global values: + + +

            +
          • + apilevel - + String constant indicating the api version ("1.0" or "2.0") + +
          • + + threadsafety - + Integer constant between 0 and 3 indicating the scope in which threads may + safely be used + +
          • + + paramstyle - + String constant indicating the style of marker used for parameter + substitution in SQL expressions + +
          + +

          + These can be used to tailor your program's expectations +

          + http://www.python.org/dev/peps/pep-0249/#globals +

          +
          + +

          A Constructor

          + +

          + DB API provides a constructor, connect(), which returns a Connection + object: + + + 

          connect(parameters)
          + +

          + + This can be considered the entry point for the module. Once you've got a + connection, everything else flows from there. + +

          + + The parameters required and accepted by the connect constructor will + vary from implementation to implementation, since they are specific to + the underlying database. + +

          In SQLite, just pass connect() a string containing a filename in which to open or create your database. Use ":memory:" to create an in-memory database.

          + +
          +
          + +

          A Connection

          + +

          + Some methods may not be supported by all implementations: + +

            +
          • .close() - + Closes the connection to the database permanently. Attempts to use the + connection after calling this will raise a DB-API Error + + +
          • .commit() - + explicitly commit any pending transactions to the database. The method + should be a no-op if the underlying db does not support transactions. + + +
          • .rollback() + This optional method causes a transaction to be rolled back to the + starting point. It may not be implemented everywhere. + + +
          • .cursor() + returns a Cursor object which uses this Connection. Interaction with rows in your database is done through Cursors. + + http://en.wikipedia.org/wiki/Cursor_(databases) +
          + +
          +
          + +

          Cursor settings

          + + +

          + You can use a few values to control the rows returned by the cursor: + + +

            +
          • + .arraysize - + An integer which controls how many rows are returned at a time by + .fetchmany (and optionally how many to send at a time with + .executemany) Defaults to 1 + +
          • + .setinputsizes(sizes) - + Used to set aside memory regions for parameters passed to an operation + +
          • + + .setoutputsize(size[, column]) - + Used to control buffer size for large columns returned by an operation + (BLOB or LONG types, for example). + +
          + +

          + The final two methods may be implemented as no-ops + +

          +
          + +

          A Cursor - operations

          + +

          + + The cursor is used to run operations on the database: + +

            +
          • + .execute(operation[, parameters]) - + Prepares and then runs a database operation. Parameter style (sequence or + dictionary) and markers are implementation specific +
            cursor.execute("SELECT id, value FROM foo WHERE id > ?", 5)
            +
          • + .executemany(operation[, seq_of_params]) + Prepares and the runs an operations once for each set of parameters + provided (this replaces the old v1 behavior of passing a seq to + .execute). +
            cursor.executemany("INSERT INTO foo(id, value) VALUES (?, ?)", ((1,2.0), (2,5.5)))
            +
          • + + .callproc(procname[, parameters]) + Calls a stored DB procedure with the provided parameters. Returns a + modified version of the provided parameters with output and + input/output parameters replaced +
          +
          + +
          +

          placeholders

          +

          You can do all work on the data without using placeholders by constructing the entire query by hand: +

          
+# don't do this!
+query = "SELECT * from books where author_id = " + user_input_author
+
          +

          In addition to being inefficient, this leaves you open to SQL injection attack. The placeholder mechanism will do the proper quoting and escaping to prevent abuse +

          See examples/SQL/placeholders.py and examples/SQL/litte_bobby_tables.py +

          + +
          + +

          A Cursor - attributes

          + + +

          + These attributes of Cursor can help you learn about the results of + operations: + +

            +
          • + .rowcount - + Tells how many rows have been returned or affected by the last + operation. The number will be -1 if no operation has been performed. + +
          • + + .description + Returns a sequence of 7-item sequences describing each of the columns in + the result row(s) returned (None if no operation has been performed): + +
              +
            • name +
            • type_code (mandatory in the spec, but is not returned by sqlite3) +
            • display_size (optional) +
            • internal_size (optional) +
            • precision (optional) +
            • scale (optional) +
            • null_ok (optional) + +
            +
          +
          + +
          +

          A Cursor - results

          + +

          + + These methods are the way to get results after an operation: + + +

            +
          • + .fetchone() - + Returns the next row from a result set, and None when none remain. + +
          • + + .fetchmany([size=cursor.arraysize]) - + Returns a sequence of size rows (or fewer) from a result set. An empty + sequence is returned when no rows remain. Defaults to arraysize +
          • + + + .fetchall() - + Returns all (remaining) rows from a result set. This behavior may be + affected by arraysize. + +
          • iterator context - Cursor supports the iterator protocol +
          +

          + 

          >>> cursor.execute('SELECT * FROM stocks ORDER BY price')
+>>> for row in cursor:
+        print row
+
+(u'2006-01-05', u'BUY', u'RHAT', 100, 35.14)
+(u'2006-03-28', u'BUY', u'IBM', 1000, 45.0)
+(u'2006-04-06', u'SELL', u'IBM', 500, 53.0)
+(u'2006-04-05', u'BUY', u'MSFT', 1000, 72.0)
          +

          + Note that each of these methods will raise a DB API Error if no operation + has been performed (or if no result set was produced) + +

          + +
          +

          Data Types in DB API

          +

          +

            +
          • Binary(string) - constructs an object to hold long binary string data +
          • STRING - a type to describe columns that hold string values (CHAR) +
          • BINARY - a type to describe long binary columns (BLOB, RAW) +
          • NUMBER - a type to describe numeric columns +
          • DATETIME - a type to describe date/time/datetime columns +
          • ROWID - a type to describe the Row ID column in a database +
          + +

          + SQL NULL values are represented by Python's None + +

          However, sqlite3 has a 'more general dynamic type system' and does not implement these. +
          + psycopg2 does. +

          + +
          +

          Date Constructors

          + +

          + + The DB-API provides types and constructors for data: + +

            +
          • Date(year, month, day) - constructs an object holding a date value +
          • Time(hour, min, sec) - constructs an object holding a time value +
          • Timestamp(y, m, d, h, min, s) - constructs an object holding a timestamp +
          + +

          + Each of the above has a corresponding *FromTicks(ticks) method which + returns the same type given a single integer argument (seconds since the + epoch) + +

          + +
          + +

          Exceptions

          + +

          + The DB API specification requires implementations to create the following + hierarchy of custom Exception classes: + + + 

          StandardError
+|__Warning
+|__Error
+   |__InterfaceError (a problem with the db api)
+   |__DatabaseError (a problem with the database)
+      |__DataError (bad data, values out of range, etc.)
+      |__OperationalError (the db has an issue out of our control)
+      |__IntegrityError
+      |__InternalError
+      |__ProgrammingError (something wrong with the operation)
+      |__NotSupportedError (the operation is not supported)
          + +

          There are significant differences in exception handling across implementations, see examples/SQL/sqlite3_psycopg2_exceptions.py +

          +
          + +

          End whirlwind tour of DB-API

          + +

          + Aside from some custom extensions not required by the specification, that's + it. + +

          + So how do you interact with this? + +

          +
          + +

          Using Python's sqlite3 Module

          + +

          A walk through the Standard Library's reference implementation of DB API 2

          + +
          +
          + +

          Getting Started

          + +

          + Start by moving to the examples folder, opening a Python interpreter and + importing the sqlite3 module: +

          + + 
          $ cd examples
+$ python
+Python 2.7.1 (r271:86832, Apr  4 2011, 22:22:40)
+[GCC 4.2.1 (Apple Inc. build 5664)] on darwin
+Type "help", "copyright", "credits" or "license" for more information.
+>>> import sqlite3
          +
          +
          + +

          Learning About the Module

          + +

          + We can poke the module a bit to learn about it: + + 

          >>> sqlite3.sqlite_version
+'3.6.12'
+>>> sqlite3.apilevel
+'2.0'
+>>> sqlite3.paramstyle
+'qmark'
+>>> sqlite3.threadsafety
+1
+
+===== =====================================
+level meaning
+===== =====================================
+0     Not safe
+1     Safe at Module level only
+2     Safe at Module and Connection
+3     Safe at Module, Connection and Cursor
+===== =====================================
          + +
          +
          + +

          Connecting

          + +

          + SQLite3 is a file-based system, and it will create the file it needs if one + doesn't exist. We can create a sqlite3 database just by attempting to connect + to it: + 

          >>> import createdb
+>>> createdb.main()
+Need to create database and schema
+>>> reload(createdb)
+
+>>> createdb.main()
+Database exists, assume schema does, too.
          + +

          + Let's see how this works + +

          +
          + +

          edit createdb.py

          + +

          + Open createdb.py in your editor: + + 

          import os
+import sqlite3
+
+DB_FILENAME = 'books.db'
+DB_IS_NEW = not os.path.exists(DB_FILENAME)
+
+def main():
+    conn =  sqlite3.connect(DB_FILENAME)
+    if DB_IS_NEW:
+        print 'Need to create database and schema'
+    else:
+        print 'Database exists, assume schema does, too.'
+    conn.close()
+
+if __name__ == '__main__':
+    main()
          + +
          +
          + +

          Set Up The Schema

          + +

          + Make the following changes to createdb.py: + + 

          import os
+import sqlite3
+
+DB_FILENAME = 'books.db'
+SCHEMA_FILENAME = 'ddl.sql' #  this is new
+DB_IS_NEW = not os.path.exists(DB_FILENAME)
+
+def main():
+    with sqlite3.connect(DB_FILENAME) as conn:
+        if DB_IS_NEW: # A whole new if clause:
+            print 'Creating schema'
+            with open(SCHEMA_FILENAME, 'rt') as f:
+                schema = f.read()
+            conn.executescript(schema)
+        else:
+            print 'Database exists, assume schema does, too.'
+    # delete the conn.close() that was here.
          + +
          +
          +

          Verify Your Work

          +

          + Quit your python interpreter and delete the file books.db that should be + in the examples folder +

          + Then run the script from the command line to try it out: + + 

          $ python createdb.py
+Creating schema
+$ python createdb.py
+Database exists, assume schema does, too.
          +
          +
          + +

          Introspect the Database

          + +

          + Add the following to createdb.py: + + 

          # in the imports, add this line:
+from utils import show_table_metadata
          + + 
          # in the else clause, replace the print statement with this:
+print "Database exists, introspecting:"
+tablenames = ['author', 'book']
+cursor = conn.cursor()
+for name in tablenames:
+    print "\n"
+    show_table_metadata(cursor, name)
          + +

          + Then try running python createdb.py again +

          + +
          + +

          My Results

          + 
          $ python createdb.py
+Table Metadata for 'author':
+cid | name       | type       | notnull    | dflt_value | pk |
+----+------------+------------+------------+------------+----+-
+0   | authorid   | INTEGER    | 1          | None       | 1  |
+----+------------+------------+------------+------------+----+-
+1   | name       | TEXT       | 0          | None       | 0  |
+----+------------+------------+------------+------------+----+-
+
+
+Table Metadata for 'book':
+cid | name       | type       | notnull    | dflt_value | pk |
+----+------------+------------+------------+------------+----+-
+0   | bookid     | INTEGER    | 1          | None       | 1  |
+----+------------+------------+------------+------------+----+-
+1   | title      | TEXT       | 0          | None       | 0  |
+----+------------+------------+------------+------------+----+-
+2   | author     | INTEGER    | 1          | None       | 0  |
+----+------------+------------+------------+------------+----+-
          +
          +
          + +

          Inserting Data

          +

          + Let's load some data. Enter into the Python shell: + + 

          import sqlite3
+insert = """INSERT INTO author (name) VALUES("Iain M. Banks");"""
+with sqlite3.connect("books.db") as conn:
+    cur = conn.cursor()
+    cur.execute(insert)
+    cur.rowcount
+    cur.close()
          + +

          + Did that work? +

          +
          + +

          Querying Data

          +

          + + Let's query our database to find out: + + 

          query = """SELECT * from author;"""
+with sqlite3.connect("books.db") as conn:
+    cur = conn.cursor()
+    cur.execute(query)
+    for row in cur:
+        print row
+
+(1, u'Iain M. Banks')
          +

          + + Data made it in, let's make the code more efficient. +

          +
          + +

          Parameterized Statements

          + +

          + Queries can be parameterized. The parameter style is database dependent, and can be determined from module.paramstyle +

          + http://www.python.org/dev/peps/pep-0249/#paramstyle + + 

          insert = """INSERT INTO author (name) VALUES(?);"""
+
+authors = [["China Mieville"], ["Frank Herbert"], ["J.R.R. Tolkien"], ["Susan Cooper"], ["Madeline L'Engle"]]
+
+with sqlite3.connect("books.db") as conn:
+    cur = conn.cursor()
+    cur.executemany(insert, authors)
+    print cur.rowcount
+    cur.close()
          + +
          + +
          +

          Check Your Work

          +

          + + Again, query the database: + + 

          query = """SELECT * from author;"""
+with sqlite3.connect("books.db") as conn:
+    cur = conn.cursor()
+    cur.execute(query)
+    rows = cur.fetchall()
+    for row in rows:
+        print row
          + +
          +
          + +

          Transactions

          + +

          + + Transactions let you group a number of operations together, allowing you to + make sure they worked before you actually push the results into the + database. + +

          + In SQLite3, operations that belong to the Data Manipulation subset + (INSERT, UPDATE, DELETE) require an explicit commit unless + auto-commit has been enabled. + +

          + So far, commits have been hidden from us by the with statement. The + context manager takes care of committing when the context closes (at the end + of the with statement) + +

          + Let's add some code so we can see the effect of transactions. + +

          + +
          + +

          Populating the Database

          + +

          + Let's start by seeing what happens when you try to look for newly added data + before the insert transaction is committed. + +

          + + Begin by quitting your interpreter and deleting books.db. + +

          + + Then re-create the database, empty: + 

          $ python createdb.py
+    Creating schema
          + +
          +
          +

          Setting Up the Test

          + +

          + In populatedb.py, look at this code at the end of the file: + + 

          with sqlite3.connect(DB_FILENAME) as conn1:
+    print "\nOn conn1, before insert:"
+    show_authors(conn1)
+
+    authors = ([author] for author in AUTHORS_BOOKS.keys())
+    cur = conn1.cursor()
+    cur.executemany(author_insert, authors)
+    print "\nOn conn1, after insert:"
+    show_authors(conn1)
+
+    with sqlite3.connect(DB_FILENAME) as conn2:
+        print "\nOn conn2, before commit:"
+        show_authors(conn2)
+
+        conn1.commit()
+        print "\nOn conn2, after commit:"
+        show_authors(conn2)
          + +
          +
          + +

          Running the Test

          + +

          + + Quit your python interpreter and run the populatedb.py script: + + 

          $ python populatedb.py
+On conn1, before insert:
+no rows returned
+On conn1, after insert:
+(1, u'China Mieville')
+(2, u'Frank Herbert')
+(3, u'Susan Cooper')
+(4, u'J.R.R. Tolkien')
+(5, u"Madeline L'Engle")
+On conn2, before commit:
+no rows returned
+On conn2, after commit:
+(1, u'China Mieville')
+(2, u'Frank Herbert')
+(3, u'Susan Cooper')
+(4, u'J.R.R. Tolkien')
+(5, u"Madeline L'Engle")
          +
          + +
          +

          Rollback

          + +

          + That's all well and good, but what happens if an error occurs? + +

          + + Transactions can be rolled back in order to wipe out partially completed work. + +

          + + Like with commit, using connect as a context manager in a with + statement will automatically rollback for exceptions. + +

          + + Let's rewrite our populatedb script so it explicitly commits or rolls back a + transaction depending on exceptions occurring + +

          +
          +

          edit populatedb.py (slide 1)

          + +

          + First, add the following function above the if __name__ == '__main__' + block: + 

          def populate_db(conn):
+    authors = ([author] for author in AUTHORS_BOOKS.keys())
+    cur = conn.cursor()
+    cur.executemany(author_insert, authors)
+
+    for author in AUTHORS_BOOKS.keys():
+        params = ([book, author] for book in AUTHORS_BOOKS[author])
+        cur.executemany(book_insert, params)
          +
          +
          + +

          edit populatedb.py (slide 2)

          + +

          + Then, in the runner: + 

          with sqlite3.connect(DB_FILENAME) as conn1:
+    with sqlite3.connect(DB_FILENAME) as conn2:
+        try:
+            populate_db(conn1)
+            print "\nauthors and books on conn2 before commit:"
+            show_authors(conn2)
+            show_books(conn2)
+        except Exception:
+            conn1.rollback()
+            print "\nauthors and books on conn2 after rollback:"
+            show_authors(conn2)
+            show_books(conn2)
+            raise
+        else:
+            conn1.commit()
+            print "\nauthors and books on conn2 after commit:"
+            show_authors(conn2)
+            show_books(conn2)
+
          +
          +
          + +

          Try it Out

          + +

          + Remove books.db, recreate the database, then run our script: + + 

          $ rm books.db
+$ python createdb.py
+Creating schema
+$ python populatedb.py
+
+
+authors and books on conn2 after rollback:
+no rows returned
+no rows returned
+Traceback (most recent call last):
+  File "populatedb.py", line 57, in 
+    populate_db(conn1)
+  File "populatedb.py", line 46, in populate_db
+    cur.executemany(book_insert, params)
+sqlite3.InterfaceError: Error binding parameter 0 - probably unsupported type.
+
          + +
          +
          + +

          Oooops, Fix It

          + +

          + Okay, we got an error, and the transaction was rolled back correctly. + +

          + Open utils.py and find this: + + 

          'Susan Cooper': ["The Dark is Rising", ["The Greenwitch"]],
+
          +

          + Fix it like so: + + 

          'Susan Cooper': ["The Dark is Rising", "The Greenwitch"],
+
          + +

          + It appears that we were attempting to bind a list as a parameter. Ooops. + +

          +
          +

          Try It Again

          + +

          + Now that the error in our data is repaired, let's try again: + 

          $ python populatedb.py
+
+Reporting authors and books on conn2 before commit:
+no rows returned
+no rows returned
+Reporting authors and books on conn2 after commit:
+(1, u'China Mieville')
+(2, u'Frank Herbert')
+(3, u'Susan Cooper')
+(4, u'J.R.R. Tolkien')
+(5, u"Madeline L'Engle")
+(1, u'Perdido Street Station', 1)
+(2, u'The Scar', 1)
+(3, u'King Rat', 1)
+(4, u'Dune', 2)
+(5, u"Hellstrom's Hive", 2)
+(6, u'The Dark is Rising', 3)
+(7, u'The Greenwitch', 3)
+(8, u'The Hobbit', 4)
+(9, u'The Silmarillion', 4)
+(10, u'A Wrinkle in Time', 5)
+(11, u'A Swiftly Tilting Planet', 5)
+
          + +
          +
          +

          Isolation

          + +

          + So far, our transactions have been managed. Either explicitly by us, or + automatically by the context manager statement with + +

          + This behavior is the result of an aspect of the database connection called the + isolation level. There are three isolation levels available: + +

            + +
          • DEFERRED - Locks the database once changes have begun to be written to + the filesystem. Read-only operations are not blocked +
          • IMMEDIATE - Locks the database as soon as a transaction is begun. + Read-only operations are not blocked +
          • EXCLUSIVE - Locks the database as soon as a transaction is begun. This + blocks any read-only operations as well +
          + +

          + The default level is DEFERRED +

          +
          + +

          Autocommit

          + +

          + The isolation level of a connection can be set with a keyword argument provided + to the connect constructor: + + + 

          con = sqlite3.connect('mydb.db', isolation_level="EXCLUSIVE")
          + +

          + If you explicitly set this argument to None, you can enable autocommit + behavior. + +

          + If autocommit is enabled, then any DML operations that occur on a connection + will be immediately committed + +

          +
          +

          Testing Autocommit

          + +

          + First, edit populatedb.py: + + + 

          with sqlite3.connect(DB_FILENAME, isolation_level=None) as conn1:
+    with sqlite3.connect(DB_FILENAME, isolation_level=None) as conn2:
          + +

          + Next, undo your changes to utils.py so that the error we had will happen + again + +

          + Finally, delete books.db, recreate it and test the populate script:: + 

          $ rm books.db
+$ python createdb.py
+Creating schema
+$ python populatedb.py
          + +
          +
          +

          The Result

          + + + 
          authors and books on conn2 after rollback:
+(1, u'China Mieville')
+(2, u'Frank Herbert')
+(3, u'Susan Cooper')
+(4, u'J.R.R. Tolkien')
+(5, u"Madeline L'Engle")
+(1, u'Perdido Street Station', 1)
+(2, u'The Scar', 1)
+(3, u'King Rat', 1)
+(4, u'Dune', 2)
+(5, u"Hellstrom's Hive", 2)
+(6, u'The Dark is Rising', 3)
+Traceback (most recent call last):
+  File "populatedb.py", line 57, in 
+    populate_db(conn1)
+  File "populatedb.py", line 46, in populate_db
+    cur.executemany(book_insert, params)
+sqlite3.InterfaceError: Error binding parameter 0 - probably unsupported type.
          +
          +
          +

          EXCLUSIVE isolation

          + +

          + There's not a whole lot of difference between the default "DEFERRED" isolation + level and "IMMEDIATE" + +

          + + There's quite a large difference, though for the "EXCLUSIVE" level. + +

          + Open threaded.py in your editors. + +

          + This is an example of using our existing database population setup in a + threaded environment. One thread will load the database, the other will read + it. + +

          + Take a few moments to review the control flow here. What should happen? + +

          +
          +

          Testing It

          +

          + First, re-fix the bug in our utils.py file so that we don't get errors + when running this test. + +

          + Then kill the old database, recreate it, and run our new script: + 

          $ rm books.db
+$ python createdb.py
+Creating schema
+$ python threaded.py
          +
          +
          +

          The Results

          + + 
          2013-04-30 15:37:37,556 (Writer    ) connecting
+2013-04-30 15:37:37,556 (Reader    ) waiting to sync
+2013-04-30 15:37:37,556 (Writer    ) connected
+2013-04-30 15:37:37,557 (Writer    ) changes made
+2013-04-30 15:37:37,557 (Writer    ) waiting to sync
+2013-04-30 15:37:39,556 (MainThread) sending sync event
+2013-04-30 15:37:39,557 (Reader    ) beginning read
+2013-04-30 15:37:39,557 (Reader    ) beginning read
+2013-04-30 15:37:39,557 (Writer    ) PAUSING
+2013-04-30 15:37:42,559 (Writer    ) CHANGES COMMITTED
+2013-04-30 15:37:42,590 (Reader    ) selects issued
+(1, u'China Mieville')
+(2, u'Frank Herbert')
+(3, u'Susan Cooper')
+(4, u'J.R.R. Tolkien')
+(5, u"Madeline L'Engle")
+2013-04-30 15:37:42,590 (Reader    ) results fetched
+2013-04-30 15:37:42,590 (Reader    ) beginning read
+2013-04-30 15:37:42,590 (Reader    ) selects issued
+(1, u'Perdido Street Station', 1)
+(2, u'The Scar', 1)
+(3, u'King Rat', 1)
+(4, u'Dune', 2)
+(5, u"Hellstrom's Hive", 2)
+(6, u'The Dark is Rising', 3)
+(7, u'The Greenwitch', 3)
+(8, u'The Hobbit', 4)
+(9, u'The Silmarillion', 4)
+(10, u'A Wrinkle in Time', 5)
+(11, u'A Swiftly Tilting Planet', 5)
+2013-04-30 15:37:42,591 (Reader    ) results fetched
          + +
          + +
          +

          NoSQL

          +
          + +
          + +

          Non RDBMS options

          +

          + In "NoSQL" these key features are mostly shared: +

            +
          • "schema less" + - Document oriented + +
          • More direct mapping to an object model. + +
          • Scalable + - Easy to distribute / parallelize +
          +
          +
          + +

          Database Schema

          + +

          + A database schema is the organization of data, and description of how a database is constructed: Divided into database tables, and relationships: foreign keys, etc. +

          + Includes what fields in what tables, what data types each field is, normalization of shared data, etc. +

          + This requires work up-front, and can be hard to adapt as the system requirements change. +

          + It can also require effort to map your programming data model to the schema. + +

          +
          + +

          + Schemaless +

          +

          + Schemaless databases generally follow a "document model". +

          + Each entry in the database is a "document": +

          • essentially an arbitrary collection of fields. +
          • often looks like a Python dict. +
          +

          + Not every entry has to have exactly the same structure. +

          + Maps well to dynamic programming languages. +

          + Adapts well as the system changes. + +

          +
          +

          + NoSQL in Python: +

          +

          + Three Categories: +

          + 1. Simple key-value object store

          + +
          +
          +

          + + 2. External NoSQL system

          +
            +
          • Python bindings to external NoSQL system +
          • Doesn't store full Python objects +
          • Generally stores arbitrary collections of data (but not classes) +
          • Can be simple key-value stores + - Redis, etc... +
          • Or a more full featured document database: + in-database searching, etc. + - mongoDB, etc... +
          • Or a Map/Reduce engine: + - Hadoop +
          +
          + +
          + +

          + 3. Python object database

          +
            +
          • Stores and retrieves arbitrary Python objects. +
          • Don't need to adapt your data model at all. +
          • ZODB is the most robust and maintained system +
          +
          + +
          + +

          + ZODB +

          + The Zope Object Data Base: A native object database for Python +
            +
          • Transparent persistence for Python objects +
          • Full ACID-compatible transaction support (including savepoints) +
          • History/undo ability +
          • Efficient support for binary large objects (BLOBs) +
          • Pluggable storages +
          • Scalable architecture +
          + + +
          +
          +

          + MongoDB +

          +
            +
          • Document-Oriented Storage + - JSON-style documents with dynamic schemas offer simplicity and power. + +
          • Full Index Support + - Index on any attribute, just like you're used to. + +
          • Replication and High Availability - Mirror across LANs and WANs for scale and peace of mind. + +
          • Auto-Sharding - Scale horizontally without compromising functionality. + +
          • Querying - Rich, document-based queries. +
          + + +
          +
          + +

          Other Options to Consider

          +

          + Redis: Advanced, Scalable key-value store. + + +

          + Riak: High availability/scalablity + +

          + HyperDex: "Next generation key-value store" + +

          + Apache Cassandra: A more schema-based NoSQL solution + + +

          +
          + +

          Example Data Model

          + +

          + An Address Book with a not quite trivial data model. + +

          +There are people::
+
+        self.first_name
+        self.last_name
+        self.middle_name
+        self.cell_phone
+        self.email
+
+There are households::
+
+        self.name
+        self.people
+        self.address
+        self.phone
+
+(similarly businesses)
+
          +

          see examples/NoSQL/address_book_model.py + +

          + +
          + +

          Using ZODB

          +

          + ZODB stores Python objects. + + To make an object persistent: +

          import persistent
+
+class Something(persistent.Persistent):
+  def __init__(self):
+      self.a_field = ''
+      self.another_field ''
+
          +

          + When a change is made to the fields, the DB will keep it updated. + +

          See examples/NoSQL/address_book_zodb.py +

          +
          +

          Mutable Attributes in ZODB

          +
          Something.this = that
+# will trigger a DB action
+
+# But:
+
+Something.a_list.append
+# will not trigger anything.
+
+# The DB doesn't know that that the list has been altered.
+# Solution:
+
+self.a_list = PersistentList()
+# (also PersistantDict() )
+
+# (or write getter and setter properties...)
          +
          +
          +

          MongoDB +

          +

          + Essentially a key-value store, but the values are JSON-like objects in the BSON (binary JSON) format +

          + So you can store any object that can look like JSON: +

            +
          • dicts +
          • lists +
          • numbers +
          • strings +
          • richer than JSON. +
          +
          +
          +

          + MongoDB and Python +

          +

          + MongoDB is written in C++ -- can be accessed by various language drivers + +

          + For Python we have PyMongo + + +

          + There are also various tools for integrating mongoDB with Python frameworks: +

            +
          • Django MongoDB Engine +
          • mongodb_beaker +
          • MongoLog: Python logging handler +
          • Flask-PyMongo +
          • others... +
          +
          +
          +

          + Getting started with mongoDB +

          +

          + mongoDB is separate program. Installers here: + + http://www.mongodb.org/downloads + +

          + Create a dir for the database: + +

          $ mkdir mongo_data
+# And start it up:
+$ mongod --dbpath=mongo_data/
          +
          +
          +

          + Creating a Mongo DB: +

          +
          # create the DB
+from pymongo import MongoClient
+
+client = MongoClient('localhost', 27017)
+store = client.store_name # creates a Database
+people = store.people # creates a collection
          + +

          + mongo will link to the given database and collection, or create new ones if they don't exist. +

          + Adding some stuff: +

          people.insert({'first_name': 'Fred',
+              'last_name': 'Jones'})
          +
          +
          +

          + Pulling Data Out

          +
          In [16]: people.find_one({'first_name':"Fred"})
+Out[16]:
+{u'_id': ObjectId('534dcdcb5c84d28b596ad15e'),
+ u'first_name': u'Fred',
+ u'last_name': u'Jones'}
          +

          + Note that it adds an ObjectID for you. + + See examples/NoSQL/address_book_mongo.py + + + +

          + +
          +

          Questions?

          +
          + + + + + + + +← +→ + + +

          + + / + +

          + + +
          + + + + + + + +# + + + + + + + + + + + + + + + + + + + + + diff --git a/slides_sources/build/slides/html_slides/04-db.rst b/slides_sources/build/slides/html_slides/04-db.rst new file mode 100644 index 0000000..93d343a --- /dev/null +++ b/slides_sources/build/slides/html_slides/04-db.rst @@ -0,0 +1,2359 @@ +.. raw:: html + +
          + +.. rubric:: System Development with Python + :name: system-development-with-python + +.. rubric:: Week 4, Databases + :name: week-4-databases + +April 28, 2015 + +Joseph Sheedy + +*joseph.sheedy@gmail.com* + +Git repository: +https://github.com/UWPCE-PythonCert/SystemDevelopment2015 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Today's topics + :name: todays-topics + +- Relational databases and basic SQL +- Python's DB API +- Working with a database +- Non-relational databases (NoSQL) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Why a DB? + :name: why-a-db + +- Need to persist the data your application uses +- May need to store more data than you can hold in memory +- May need to have multiple apps (or multiple instances) accessing the + same data +- May need to scale - have the DB running on a separate server(s) +- May need to access data from systems written in different languages. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Relational Databases + :name: relational-databases + +.. rubric:: A quick overview of SQL: History, Concepts, and Syntax + :name: a-quick-overview-of-sql-history-concepts-and-syntax + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL - Structured Query Language + :name: sql---structured-query-language + +- First invented in the early 1970s at IBM +- Based on set theory, Relational Algebra, and Tuple Relational + Calculus +- Used to get at data stored in their System-R database management + system +- Picked up by Relational Software (now Oracle) in the late 1970s +- Oracle V2, the first commercial Relational Database released in 1979 +- IBM followed with System/38, SQL/DS and DB2 between 1979 and 1983 +- SQL is standardized by ANSI, with varying degrees of compliance among + vendors + +http://en.wikipedia.org/wiki/SQL + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: What is SQL + :name: what-is-sql + +- SQL and Relational Database Management Systems (RDBMS) have been the + de-facto standard for data persistence for 30+ years +- Currently, there are more than 100 RDBMS available, both proprietary + and open-source. +- Most, if not all, include some implementation of SQL as their query + language. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: RDMSs You're Likely to Encounter + :name: rdmss-youre-likely-to-encounter + +.. rubric:: Proprietary + :name: proprietary + +- MS SQL Server +- Oracle +- MySQL Enterprise (Oracle) + +.. rubric:: Open Source + :name: open-source + +- PostgreSQL +- `MariaDB (MySQL community) `__ +- SQLite + +This list is far from exhaustive + +http://en.wikipedia.org/wiki/List_of_relational_database_management_systems + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL Tables + :name: sql-tables + +- A table consists of **rows** (also called **records**) +- Each row/record represents a single item +- Each column represents a data point +- Most tables will have one column which is considered the **primary + key** +- This value will uniquely identify a single row out of all the rows in + the table +- In the example below, id is a "surrogate key", meaning it is an + identifier not derived from the data itself. The primary key could be + id, username, or (first\_name,last\_name). However, only the + surrogate key is unlikely to require changing in the future. + +Here is an example table which represents people in a system: + +:: + + +----+------------+------------+-----------+ + | id | username | first_name | last_name | + +====+============+============+===========+ + | 1 | wont_u_b | Fred | Rogers | + +----+------------+------------+-----------+ + | 4 | neuroman | William | Gibson | + +----+------------+------------+-----------+ + | 5 | race | Roger | Bannon | + +----+------------+------------+-----------+ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL Relations + :name: sql-relations + +- You can model things using a single table, adding columns for all + necessary dimensions +- But what happens when not all of the items in a table share the same + dimensions? +- Or what if some of the items need to have more than one of a + particular data point? +- Empty columns in a row consume resources, possibly leading to memory + bloat or slow queries. Use relations to solve these types of + problems. +- Two tables are related when a column in one table contains keys for + rows in another table. This is known as a Foreign Key relationship. + These values may exist in a third table, known as a join or junction + table +- The RDBMS can provide "referential integrity constraints" such that + the value in a referencing table must exist in the referenced table, + or be NULL. + +.. raw:: html + +
          + +.. raw:: html + +
          + +|image0| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Types of Relations + :name: types-of-relations + +There are three basic types of relationships: + +- .. rubric:: One-to-one relationships + :name: one-to-one-relationships + + Sometimes used to represent aspects of an item which are not core to + it. Like user (id, password) → user\_profile (preferences, name, + address) + +- .. rubric:: Many-to-one relationships + :name: many-to-one-relationships + + Used to represent relationships of ownership or belonging. Like + product → manufacturer, or book → author + +- .. rubric:: Many-to-many relationships + :name: many-to-many-relationships + + Used to represent associations or membership. Like users ↔ groups or + items ↔ orders + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL Relations ( ∞ → 1) + :name: sql-relations-1 + +The many table has a column which holds the primary key of the row from +the one table: + +Consider the relationship of books to author: + +.. rubric:: Books → Author + :name: books-author + +.. rubric:: Author + :name: author + +:: + + +----+-----------+------------+-----------+ + | id | username | first_name | last_name | + +====+===========+============+===========+ + | 4 | neuroman | William | Gibson | + +----+-----------+------------+-----------+ + | 6 | harrywho | Harry | Houdini | + +----+-----------+------------+-----------+ + +.. rubric:: Books + :name: books + +:: + + +----+-----------------------------------+--------+ + | id | title | author | + +====+===================================+========+ + | 1 | Miracle Mongers and their Methods | 6 | + +----+-----------------------------------+--------+ + | 2 | The Right Way to Do Wrong | 6 | + +----+-----------------------------------+--------+ + | 3 | Pattern Recognition | 4 | + +----+-----------------------------------+--------+ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL Relations (1 → 1) + :name: sql-relations-1-1 + +One-to-one relationships are a special case of Many-to-one + +In this case, the column on the related table which holds the primary +key of the target table has an additional unique constraint, so that +only one related record can exist + +Can be used for data that doesn't need to be accessed often and is +unique per record + +Consider the example of birth records: + +.. rubric:: Birth Record → Person + :name: birth-record-person + +.. rubric:: People + :name: people + +:: + + +----+-----------+------------+-----------+ + | id | username | first_name | last_name | + +====+===========+============+===========+ + | 1 | wont_u_b | Fred | Rogers | + +----+-----------+------------+-----------+ + | 4 | neuroman | William | Gibson | + +----+-----------+------------+-----------+ + | 5 | race | Roger | Bannon | + +----+-----------+------------+-----------+ + +.. rubric:: Birth Records + :name: birth-records + +:: + + +----+--------+----------------+--------------+ + | id | person | date | place | + +====+========+================+==============+ + | 1 | 1 | March 20, 1928 | Latrobe, PA | + +----+--------+----------------+--------------+ + | 2 | 4 | March 17, 1948 | Conway, SC | + +----+--------+----------------+--------------+ + | 3 | 5 | April 1, 1954 | Wilmette, IL | + +----+--------+----------------+--------------+ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL Relations (∞ ↔ ∞) + :name: sql-relations-2 + +You can't have a multi-valued field in traditional SQL, so there's no +way to define a foreign key-like construct + +Instead, this relationship is modelled using a join table. This is just +a regular table which has twoforeign key fields, one for each side of +the relation + +Beyond these two, other columns can add data points describing the +qualities of the relation itself + +|image1| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Group Memberships + :name: group-memberships + +.. rubric:: People + :name: people-1 + +:: + + +----+------------+------------+-----------+ + | id | username | first_name | last_name | + +====+============+============+===========+ + | 7 | whitequeen | Emma | Frost | + +----+------------+------------+-----------+ + | 8 | shadowcat | Kitty | Pryde | + +----+------------+------------+-----------+ + +.. rubric:: Groups + :name: groups + +:: + + +----+---------------+ + | id | name | + +====+===============+ + | 1 | Hellfire Club | + +----+---------------+ + | 2 | X-Men | + +----+---------------+ + +.. rubric:: Membership + :name: membership + +:: + + +----+--------+-------+--------+ + | id | person | group | active | + +====+========+=======+========+ + | 1 | 7 | 1 | False | + +----+--------+-------+--------+ + | 2 | 7 | 2 | True | + +----+--------+-------+--------+ + | 3 | 8 | 2 | True | + +----+--------+-------+--------+ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL Syntax + :name: sql-syntax + +The syntax of SQL can be broken into constructs: + +- Statements are discrete units that perform some action, like + inserting records or querying +- Clauses are sub-units of statements which indicate some action or + condition +- Expressions are elements that produce values, either unitary or as + tables themselves +- Predicates are conditionals which produce some boolean or + three-valued truth value (True, False, and NULL) + +|image2| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: 3 value logic truth tables + :name: value-logic-truth-tables + +|image3| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL Syntax - Subsets + :name: sql-syntax---subsets + +SQL statements belong to one of several subsets + +- Data Definition +- Data Manipulation +- Data Query + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL Syntax - Subsets + :name: sql-syntax---subsets-1 + +.. rubric:: Data Definition + :name: data-definition + +Statements in this subset concern the structure of the database itself: + +:: + + CREATE TABLE "groups" ( + "group_id" character varying(32) NOT NULL, + "name" character varying(255) NOT NULL, + "description" text NOT NULL + ) + +:: + + DROP TABLE groups; + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL Syntax - Subsets + :name: sql-syntax---subsets-2 + +.. rubric:: Data Manipulation + :name: data-manipulation + +Statements in this subset concern the altering of data within the +database: + +:: + + UPDATE people + SET first_name='Bill' + WHERE id=4; + +:: + + DELETE FROM people + WHERE id=4; + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: SQL Syntax - Subsets + :name: sql-syntax---subsets-3 + +.. rubric:: Data Query + :name: data-query + +Statements in this subset concern the retrieval of data from within the +database: + +:: + + SELECT user_id, COUNT(*) c + FROM (SELECT setting_value AS interests, user_id + FROM user_settings + WHERE setting_name = 'interests') raw_uid + GROUP BY user_id HAVING c > 1; + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Python's DB API + :name: pythons-db-api + +.. rubric:: An introduction to the standard interface for Pythonic + database interactions + :name: an-introduction-to-the-standard-interface-for-pythonic-database-interactions + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Why the DB API? + :name: why-the-db-api + +Despite the SQL's standardization, individual databases have lots of +differences + +Programmers don't want to have to think about implementation details for +underlying systems + +It would be nice to have a single API to hide these details + +Any package implementing this API would then be interchangeable + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: DB-API v1.0 + :name: db-api-v1.0 + +Finalized in 1996, PEP 248 specified DB-API version 1.0 to fulfill this +goal: + + This API has been defined to encourage similarity between the Python + modules that are used to access databases. By doing this, we hope to + achieve a consistency leading to more easily understood modules, + code that is generally more portable across databases, and a broader + reach of database connectivity from Python. + +http://www.python.org/dev/peps/pep-0248/ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: DB-API v2.0 + :name: db-api-v2.0 + +By 2001, PEP 249 brought version 2.0 of the DB-API specification, with +improvements: + +- New column types were added to support all basic data types in + "modern" SQL +- New API constants were added to help detect differences between + implementations +- The semantics for calling stored procedures were clarified. +- Class-based exceptions were added to improve error handling + possibilities + +Discussions are currently underway to push DB-API v3.0, particularly in +light of the change to Python 3.0 +http://www.python.org/dev/peps/pep-0249/ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: A Note on DB API + :name: a-note-on-db-api + +It is important to remember that PEP 249 is only a specification + +There is no code or package for DB-API 2.0 on it's own. + +Since 2.5, the Python Standard Library has provided a reference +implementation of the api http://docs.python.org/2/library/sqlite3.html +based on SQLite3 + +Before version 2.5, this package was available as pysqlite + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Using DB API + :name: using-db-api + +To use the DB API with any database other than SQLite3, you must have an +underlying API package available. + +Implementations are available for: + +- PostgreSQL (psycopg2, txpostgres, ...) +- MySQL (mysql-python, PyMySQL, ...) +- MS SQL Server (adodbapi, pymssql, mxODBC, pyodbc, ...) +- Oracle (cx\_Oracle, mxODBC, pyodbc, ...) +- and many more... + +http://wiki.python.org/moin/DatabaseInterfaces + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Installing API Packages + :name: installing-api-packages + +Common db api packages can be installed using pip + +:: + + $ pip install psycopg2 + $ pip install mysql-python + ... + +Most api packages will require that the development headers for the +underlying database system be available. Without these, the C symbols +required for communication with the db are not present and the python +interface cannot work. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Other drivers + :name: other-drivers + +Some of the db api wrappers have special installation requirements: + +The MS SQL package runs only on Windows and requires pywin32. It is +included in versions of pywin32 since v211. + +The cx\_Oracle package has binary installers, or can be installed from +source using distutils: + +:: + + $ python setup.py build + $ python setup.py install + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: What Do You Get? + :name: what-do-you-get + +.. rubric:: What is in the DB API? + :name: what-is-in-the-db-api + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Globals + :name: globals + +DB-API2 implementations provide the following global values: + +- apilevel - String constant indicating the api version ("1.0" or + "2.0") +- threadsafety - Integer constant between 0 and 3 indicating the scope + in which threads may safely be used +- paramstyle - String constant indicating the style of marker used for + parameter substitution in SQL expressions + +These can be used to tailor your program's expectations + +http://www.python.org/dev/peps/pep-0249/#globals + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: A Constructor + :name: a-constructor + +DB API provides a constructor, connect(), which returns a Connection +object: + +:: + + connect(parameters) + +This can be considered the entry point for the module. Once you've got a +connection, everything else flows from there. + +The parameters required and accepted by the connect constructor will +vary from implementation to implementation, since they are specific to +the underlying database. + +In SQLite, just pass +`connect() `__ +a string containing a filename in which to open or create your database. +Use ":memory:" to create an in-memory database. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: A Connection + :name: a-connection + +Some methods may not be supported by all implementations: + +- .close() - Closes the connection to the database permanently. + Attempts to use the connection after calling this will raise a DB-API + Error +- .commit() - explicitly commit any pending + `transactions `__ + to the database. The method should be a no-op if the underlying db + does not support transactions. +- .rollback() This optional method causes a transaction to be rolled + back to the starting point. It may not be implemented everywhere. +- .cursor() returns a Cursor object which uses this Connection. + Interaction with rows in your database is done through Cursors. + http://en.wikipedia.org/wiki/Cursor_(databases) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Cursor settings + :name: cursor-settings + +You can use a few values to control the rows returned by the cursor: + +- .arraysize - An integer which controls how many rows are returned at + a time by .fetchmany (and optionally how many to send at a time with + .executemany) Defaults to 1 +- .setinputsizes(sizes) - Used to set aside memory regions for + parameters passed to an operation +- .setoutputsize(size[, column]) - Used to control buffer size for + large columns returned by an operation (BLOB or LONG types, for + example). + +The final two methods may be implemented as no-ops + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: A Cursor - operations + :name: a-cursor---operations + +The cursor is used to run operations on the database: + +- .execute(operation[, parameters]) - Prepares and then runs a database + operation. Parameter style (sequence or dictionary) and markers are + implementation specific + + :: + + cursor.execute("SELECT id, value FROM foo WHERE id > ?", 5) + +- .executemany(operation[, seq\_of\_params]) Prepares and the runs an + operations once for each set of parameters provided (this replaces + the old v1 behavior of passing a seq to .execute). + + :: + + cursor.executemany("INSERT INTO foo(id, value) VALUES (?, ?)", ((1,2.0), (2,5.5))) + +- .callproc(procname[, parameters]) Calls a stored DB procedure with + the provided parameters. Returns a modified version of the provided + parameters with output and input/output parameters replaced + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: placeholders + :name: placeholders + +You can do all work on the data without using placeholders by +constructing the entire query by hand: + +:: + + # don't do this! + query = "SELECT * from books where author_id = " + user_input_author + +In addition to being inefficient, this leaves you open to SQL injection +attack. The placeholder mechanism will do the proper quoting and +escaping to prevent abuse + +See examples/SQL/placeholders.py and +examples/SQL/litte\_bobby\_tables.py + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: A Cursor - attributes + :name: a-cursor---attributes + +These attributes of Cursor can help you learn about the results of +operations: + +- .rowcount - Tells how many rows have been returned or affected by the + last operation. The number will be -1 if no operation has been + performed. +- .description Returns a sequence of 7-item sequences describing each + of the columns in the result row(s) returned (None if no operation + has been performed): + + - name + - type\_code (mandatory in the spec, but `is not returned by + sqlite3 `__) + - display\_size (optional) + - internal\_size (optional) + - precision (optional) + - scale (optional) + - null\_ok (optional) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: A Cursor - results + :name: a-cursor---results + +These methods are the way to get results after an operation: + +- .fetchone() - Returns the next row from a result set, and None when + none remain. +- .fetchmany([size=cursor.arraysize]) - Returns a sequence of size rows + (or fewer) from a result set. An empty sequence is returned when no + rows remain. Defaults to arraysize +- .fetchall() - Returns all (remaining) rows from a result set. This + behavior may be affected by arraysize. +- iterator context - Cursor supports the iterator protocol + +:: + + >>> cursor.execute('SELECT * FROM stocks ORDER BY price') + >>> for row in cursor: + print row + + (u'2006-01-05', u'BUY', u'RHAT', 100, 35.14) + (u'2006-03-28', u'BUY', u'IBM', 1000, 45.0) + (u'2006-04-06', u'SELL', u'IBM', 500, 53.0) + (u'2006-04-05', u'BUY', u'MSFT', 1000, 72.0) + +Note that each of these methods will raise a DB API Error if no +operation has been performed (or if no result set was produced) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Data Types in DB API + :name: data-types-in-db-api + +- Binary(string) - constructs an object to hold long binary string data +- STRING - a type to describe columns that hold string values (CHAR) +- BINARY - a type to describe long binary columns (BLOB, RAW) +- NUMBER - a type to describe numeric columns +- DATETIME - a type to describe date/time/datetime columns +- ROWID - a type to describe the Row ID column in a database + +SQL NULL values are represented by Python's None + +However, sqlite3 has a `'more general dynamic type +system' `__ and does not implement +these. +`psycopg2 `__ does. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Date Constructors + :name: date-constructors + +The DB-API provides types and constructors for data: + +- Date(year, month, day) - constructs an object holding a date value +- Time(hour, min, sec) - constructs an object holding a time value +- Timestamp(y, m, d, h, min, s) - constructs an object holding a + timestamp + +Each of the above has a corresponding \*FromTicks(ticks) method which +returns the same type given a single integer argument (seconds since the +epoch) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Exceptions + :name: exceptions + +The DB API specification requires implementations to create the +following hierarchy of custom Exception classes: + +:: + + StandardError + |__Warning + |__Error + |__InterfaceError (a problem with the db api) + |__DatabaseError (a problem with the database) + |__DataError (bad data, values out of range, etc.) + |__OperationalError (the db has an issue out of our control) + |__IntegrityError + |__InternalError + |__ProgrammingError (something wrong with the operation) + |__NotSupportedError (the operation is not supported) + +There are significant differences in exception handling across +implementations, see examples/SQL/sqlite3\_psycopg2\_exceptions.py + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: End whirlwind tour of DB-API + :name: end-whirlwind-tour-of-db-api + +Aside from some custom extensions not required by the specification, +that's it. + +So how do you interact with this? + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Using Python's sqlite3 Module + :name: using-pythons-sqlite3-module + +.. rubric:: A walk through the Standard Library's reference + implementation of DB API 2 + :name: a-walk-through-the-standard-librarys-reference-implementation-of-db-api-2 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Getting Started + :name: getting-started + +Start by moving to the examples folder, opening a Python interpreter and +importing the sqlite3 module: + +:: + + $ cd examples + $ python + Python 2.7.1 (r271:86832, Apr 4 2011, 22:22:40) + [GCC 4.2.1 (Apple Inc. build 5664)] on darwin + Type "help", "copyright", "credits" or "license" for more information. + >>> import sqlite3 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Learning About the Module + :name: learning-about-the-module + +We can poke the module a bit to learn about it: + +:: + + >>> sqlite3.sqlite_version + '3.6.12' + >>> sqlite3.apilevel + '2.0' + >>> sqlite3.paramstyle + 'qmark' + >>> sqlite3.threadsafety + 1 + + ===== ===================================== + level meaning + ===== ===================================== + 0 Not safe + 1 Safe at Module level only + 2 Safe at Module and Connection + 3 Safe at Module, Connection and Cursor + ===== ===================================== + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Connecting + :name: connecting + +SQLite3 is a file-based system, and it will create the file it needs if +one doesn't exist. We can create a sqlite3 database just by attempting +to connect to it: + +:: + + >>> import createdb + >>> createdb.main() + Need to create database and schema + >>> reload(createdb) + + >>> createdb.main() + Database exists, assume schema does, too. + +Let's see how this works + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: edit createdb.py + :name: edit-createdb.py + +Open createdb.py in your editor: + +:: + + import os + import sqlite3 + + DB_FILENAME = 'books.db' + DB_IS_NEW = not os.path.exists(DB_FILENAME) + + def main(): + conn = sqlite3.connect(DB_FILENAME) + if DB_IS_NEW: + print 'Need to create database and schema' + else: + print 'Database exists, assume schema does, too.' + conn.close() + + if __name__ == '__main__': + main() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Set Up The Schema + :name: set-up-the-schema + +Make the following changes to createdb.py: + +:: + + import os + import sqlite3 + + DB_FILENAME = 'books.db' + SCHEMA_FILENAME = 'ddl.sql' # this is new + DB_IS_NEW = not os.path.exists(DB_FILENAME) + + def main(): + with sqlite3.connect(DB_FILENAME) as conn: + if DB_IS_NEW: # A whole new if clause: + print 'Creating schema' + with open(SCHEMA_FILENAME, 'rt') as f: + schema = f.read() + conn.executescript(schema) + else: + print 'Database exists, assume schema does, too.' + # delete the conn.close() that was here. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Verify Your Work + :name: verify-your-work + +Quit your python interpreter and delete the file books.db that should be +in the examples folder + +Then run the script from the command line to try it out: + +:: + + $ python createdb.py + Creating schema + $ python createdb.py + Database exists, assume schema does, too. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Introspect the Database + :name: introspect-the-database + +Add the following to createdb.py: + +:: + + # in the imports, add this line: + from utils import show_table_metadata + +:: + + # in the else clause, replace the print statement with this: + print "Database exists, introspecting:" + tablenames = ['author', 'book'] + cursor = conn.cursor() + for name in tablenames: + print "\n" + show_table_metadata(cursor, name) + +Then try running python createdb.py again + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: My Results + :name: my-results + +:: + + $ python createdb.py + Table Metadata for 'author': + cid | name | type | notnull | dflt_value | pk | + ----+------------+------------+------------+------------+----+- + 0 | authorid | INTEGER | 1 | None | 1 | + ----+------------+------------+------------+------------+----+- + 1 | name | TEXT | 0 | None | 0 | + ----+------------+------------+------------+------------+----+- + + + Table Metadata for 'book': + cid | name | type | notnull | dflt_value | pk | + ----+------------+------------+------------+------------+----+- + 0 | bookid | INTEGER | 1 | None | 1 | + ----+------------+------------+------------+------------+----+- + 1 | title | TEXT | 0 | None | 0 | + ----+------------+------------+------------+------------+----+- + 2 | author | INTEGER | 1 | None | 0 | + ----+------------+------------+------------+------------+----+- + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Inserting Data + :name: inserting-data + +Let's load some data. Enter into the Python shell: + +:: + + import sqlite3 + insert = """INSERT INTO author (name) VALUES("Iain M. Banks");""" + with sqlite3.connect("books.db") as conn: + cur = conn.cursor() + cur.execute(insert) + cur.rowcount + cur.close() + +Did that work? + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Querying Data + :name: querying-data + +Let's query our database to find out: + +:: + + query = """SELECT * from author;""" + with sqlite3.connect("books.db") as conn: + cur = conn.cursor() + cur.execute(query) + for row in cur: + print row + + (1, u'Iain M. Banks') + +Data made it in, let's make the code more efficient. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Parameterized Statements + :name: parameterized-statements + +Queries can be parameterized. The parameter style is database dependent, +and can be determined from module.paramstyle + +http://www.python.org/dev/peps/pep-0249/#paramstyle + +:: + + insert = """INSERT INTO author (name) VALUES(?);""" + + authors = [["China Mieville"], ["Frank Herbert"], ["J.R.R. Tolkien"], ["Susan Cooper"], ["Madeline L'Engle"]] + + with sqlite3.connect("books.db") as conn: + cur = conn.cursor() + cur.executemany(insert, authors) + print cur.rowcount + cur.close() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Check Your Work + :name: check-your-work + +Again, query the database: + +:: + + query = """SELECT * from author;""" + with sqlite3.connect("books.db") as conn: + cur = conn.cursor() + cur.execute(query) + rows = cur.fetchall() + for row in rows: + print row + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Transactions + :name: transactions + +Transactions let you group a number of operations together, allowing you +to make sure they worked before you actually push the results into the +database. + +In SQLite3, operations that belong to the Data Manipulation subset +(INSERT, UPDATE, DELETE) require an explicit commit unless auto-commit +has been enabled. + +So far, commits have been hidden from us by the with statement. The +context manager takes care of committing when the context closes (at the +end of the with statement) + +Let's add some code so we can see the effect of transactions. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Populating the Database + :name: populating-the-database + +Let's start by seeing what happens when you try to look for newly added +data before the insert transaction is committed. + +Begin by quitting your interpreter and deleting books.db. + +Then re-create the database, empty: + +:: + + $ python createdb.py + Creating schema + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Setting Up the Test + :name: setting-up-the-test + +In populatedb.py, look at this code at the end of the file: + +:: + + with sqlite3.connect(DB_FILENAME) as conn1: + print "\nOn conn1, before insert:" + show_authors(conn1) + + authors = ([author] for author in AUTHORS_BOOKS.keys()) + cur = conn1.cursor() + cur.executemany(author_insert, authors) + print "\nOn conn1, after insert:" + show_authors(conn1) + + with sqlite3.connect(DB_FILENAME) as conn2: + print "\nOn conn2, before commit:" + show_authors(conn2) + + conn1.commit() + print "\nOn conn2, after commit:" + show_authors(conn2) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Running the Test + :name: running-the-test + +Quit your python interpreter and run the populatedb.py script: + +:: + + $ python populatedb.py + On conn1, before insert: + no rows returned + On conn1, after insert: + (1, u'China Mieville') + (2, u'Frank Herbert') + (3, u'Susan Cooper') + (4, u'J.R.R. Tolkien') + (5, u"Madeline L'Engle") + On conn2, before commit: + no rows returned + On conn2, after commit: + (1, u'China Mieville') + (2, u'Frank Herbert') + (3, u'Susan Cooper') + (4, u'J.R.R. Tolkien') + (5, u"Madeline L'Engle") + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Rollback + :name: rollback + +That's all well and good, but what happens if an error occurs? + +Transactions can be rolled back in order to wipe out partially completed +work. + +Like with commit, using connect as a context manager in a with statement +will automatically rollback for exceptions. + +Let's rewrite our populatedb script so it explicitly commits or rolls +back a transaction depending on exceptions occurring + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: edit populatedb.py (slide 1) + :name: edit-populatedb.py-slide-1 + +First, add the following function above the if \_\_name\_\_ == +'\_\_main\_\_' block: + +:: + + def populate_db(conn): + authors = ([author] for author in AUTHORS_BOOKS.keys()) + cur = conn.cursor() + cur.executemany(author_insert, authors) + + for author in AUTHORS_BOOKS.keys(): + params = ([book, author] for book in AUTHORS_BOOKS[author]) + cur.executemany(book_insert, params) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: edit populatedb.py (slide 2) + :name: edit-populatedb.py-slide-2 + +Then, in the runner: + +:: + + with sqlite3.connect(DB_FILENAME) as conn1: + with sqlite3.connect(DB_FILENAME) as conn2: + try: + populate_db(conn1) + print "\nauthors and books on conn2 before commit:" + show_authors(conn2) + show_books(conn2) + except Exception: + conn1.rollback() + print "\nauthors and books on conn2 after rollback:" + show_authors(conn2) + show_books(conn2) + raise + else: + conn1.commit() + print "\nauthors and books on conn2 after commit:" + show_authors(conn2) + show_books(conn2) + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Try it Out + :name: try-it-out + +Remove books.db, recreate the database, then run our script: + +:: + + $ rm books.db + $ python createdb.py + Creating schema + $ python populatedb.py + + + authors and books on conn2 after rollback: + no rows returned + no rows returned + Traceback (most recent call last): + File "populatedb.py", line 57, in + populate_db(conn1) + File "populatedb.py", line 46, in populate_db + cur.executemany(book_insert, params) + sqlite3.InterfaceError: Error binding parameter 0 - probably unsupported type. + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Oooops, Fix It + :name: oooops-fix-it + +Okay, we got an error, and the transaction was rolled back correctly. + +Open utils.py and find this: + +:: + + 'Susan Cooper': ["The Dark is Rising", ["The Greenwitch"]], + + +Fix it like so: + +:: + + 'Susan Cooper': ["The Dark is Rising", "The Greenwitch"], + + +It appears that we were attempting to bind a list as a parameter. Ooops. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Try It Again + :name: try-it-again + +Now that the error in our data is repaired, let's try again: + +:: + + $ python populatedb.py + + Reporting authors and books on conn2 before commit: + no rows returned + no rows returned + Reporting authors and books on conn2 after commit: + (1, u'China Mieville') + (2, u'Frank Herbert') + (3, u'Susan Cooper') + (4, u'J.R.R. Tolkien') + (5, u"Madeline L'Engle") + (1, u'Perdido Street Station', 1) + (2, u'The Scar', 1) + (3, u'King Rat', 1) + (4, u'Dune', 2) + (5, u"Hellstrom's Hive", 2) + (6, u'The Dark is Rising', 3) + (7, u'The Greenwitch', 3) + (8, u'The Hobbit', 4) + (9, u'The Silmarillion', 4) + (10, u'A Wrinkle in Time', 5) + (11, u'A Swiftly Tilting Planet', 5) + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Isolation + :name: isolation + +So far, our transactions have been managed. Either explicitly by us, or +automatically by the context manager statement with + +This behavior is the result of an aspect of the database connection +called the isolation level. There are three isolation levels available: + +- DEFERRED - Locks the database once changes have begun to be written + to the filesystem. Read-only operations are not blocked +- IMMEDIATE - Locks the database as soon as a transaction is begun. + Read-only operations are not blocked +- EXCLUSIVE - Locks the database as soon as a transaction is begun. + This blocks any read-only operations as well + +The default level is DEFERRED + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Autocommit + :name: autocommit + +The isolation level of a connection can be set with a keyword argument +provided to the connect constructor: + +:: + + con = sqlite3.connect('mydb.db', isolation_level="EXCLUSIVE") + +If you explicitly set this argument to None, you can enable autocommit +behavior. + +If autocommit is enabled, then any DML operations that occur on a +connection will be immediately committed + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Testing Autocommit + :name: testing-autocommit + +First, edit populatedb.py: + +:: + + with sqlite3.connect(DB_FILENAME, isolation_level=None) as conn1: + with sqlite3.connect(DB_FILENAME, isolation_level=None) as conn2: + +Next, undo your changes to utils.py so that the error we had will happen +again + +Finally, delete books.db, recreate it and test the populate script:: + +:: + + $ rm books.db + $ python createdb.py + Creating schema + $ python populatedb.py + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: The Result + :name: the-result + +:: + + authors and books on conn2 after rollback: + (1, u'China Mieville') + (2, u'Frank Herbert') + (3, u'Susan Cooper') + (4, u'J.R.R. Tolkien') + (5, u"Madeline L'Engle") + (1, u'Perdido Street Station', 1) + (2, u'The Scar', 1) + (3, u'King Rat', 1) + (4, u'Dune', 2) + (5, u"Hellstrom's Hive", 2) + (6, u'The Dark is Rising', 3) + Traceback (most recent call last): + File "populatedb.py", line 57, in + populate_db(conn1) + File "populatedb.py", line 46, in populate_db + cur.executemany(book_insert, params) + sqlite3.InterfaceError: Error binding parameter 0 - probably unsupported type. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: EXCLUSIVE isolation + :name: exclusive-isolation + +There's not a whole lot of difference between the default "DEFERRED" +isolation level and "IMMEDIATE" + +There's quite a large difference, though for the "EXCLUSIVE" level. + +Open threaded.py in your editors. + +This is an example of using our existing database population setup in a +threaded environment. One thread will load the database, the other will +read it. + +Take a few moments to review the control flow here. What should happen? + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Testing It + :name: testing-it + +First, re-fix the bug in our utils.py file so that we don't get errors +when running this test. + +Then kill the old database, recreate it, and run our new script: + +:: + + $ rm books.db + $ python createdb.py + Creating schema + $ python threaded.py + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: The Results + :name: the-results + +:: + + 2013-04-30 15:37:37,556 (Writer ) connecting + 2013-04-30 15:37:37,556 (Reader ) waiting to sync + 2013-04-30 15:37:37,556 (Writer ) connected + 2013-04-30 15:37:37,557 (Writer ) changes made + 2013-04-30 15:37:37,557 (Writer ) waiting to sync + 2013-04-30 15:37:39,556 (MainThread) sending sync event + 2013-04-30 15:37:39,557 (Reader ) beginning read + 2013-04-30 15:37:39,557 (Reader ) beginning read + 2013-04-30 15:37:39,557 (Writer ) PAUSING + 2013-04-30 15:37:42,559 (Writer ) CHANGES COMMITTED + 2013-04-30 15:37:42,590 (Reader ) selects issued + (1, u'China Mieville') + (2, u'Frank Herbert') + (3, u'Susan Cooper') + (4, u'J.R.R. Tolkien') + (5, u"Madeline L'Engle") + 2013-04-30 15:37:42,590 (Reader ) results fetched + 2013-04-30 15:37:42,590 (Reader ) beginning read + 2013-04-30 15:37:42,590 (Reader ) selects issued + (1, u'Perdido Street Station', 1) + (2, u'The Scar', 1) + (3, u'King Rat', 1) + (4, u'Dune', 2) + (5, u"Hellstrom's Hive", 2) + (6, u'The Dark is Rising', 3) + (7, u'The Greenwitch', 3) + (8, u'The Hobbit', 4) + (9, u'The Silmarillion', 4) + (10, u'A Wrinkle in Time', 5) + (11, u'A Swiftly Tilting Planet', 5) + 2013-04-30 15:37:42,591 (Reader ) results fetched + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: NoSQL + :name: nosql + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Non RDBMS options + :name: non-rdbms-options + +In "NoSQL" these key features are mostly shared: + +- "schema less" - Document oriented +- More direct mapping to an object model. +- Scalable - Easy to distribute / parallelize + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Database Schema + :name: database-schema + +A database schema is the organization of data, and description of how a +database is constructed: Divided into database tables, and +relationships: foreign keys, etc. + +Includes what fields in what tables, what data types each field is, +normalization of shared data, etc. + +This requires work up-front, and can be hard to adapt as the system +requirements change. + +It can also require effort to map your programming data model to the +schema. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Schemaless + :name: schemaless + +Schemaless databases generally follow a "document model". + +Each entry in the database is a "document": + +- essentially an arbitrary collection of fields. +- often looks like a Python dict. + +Not every entry has to have exactly the same structure. + +Maps well to dynamic programming languages. + +Adapts well as the system changes. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: NoSQL in Python: + :name: nosql-in-python + +Three Categories: + +.. rubric:: 1. Simple key-value object store + :name: simple-key-value-object-store + +- `shelve `__, based on + `pickle `__ and + `anydbm `__ +- Can store any `picklable Python + object `__ +- Only provides storage and retrieval + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: 2. External NoSQL system + :name: external-nosql-system + +- Python bindings to external NoSQL system +- Doesn't store full Python objects +- Generally stores arbitrary collections of data (but not classes) +- Can be simple key-value stores - Redis, etc... +- Or a more full featured document database: in-database searching, + etc. - mongoDB, etc... +- Or a Map/Reduce engine: - Hadoop + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: 3. Python object database + :name: python-object-database + +- Stores and retrieves arbitrary Python objects. +- Don't need to adapt your data model at all. +- ZODB is the most robust and maintained system + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: `ZODB `__ + :name: zodb + +The Zope Object Data Base: A native object database for Python + +- Transparent persistence for Python objects +- Full ACID-compatible transaction support (including savepoints) +- History/undo ability +- Efficient support for binary large objects (BLOBs) +- Pluggable storages +- Scalable architecture + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: `MongoDB `__ + :name: mongodb + +- Document-Oriented Storage - JSON-style documents with dynamic schemas + offer simplicity and power. +- Full Index Support - Index on any attribute, just like you're used + to. +- Replication and High Availability - Mirror across LANs and WANs for + scale and peace of mind. +- Auto-Sharding - Scale horizontally without compromising + functionality. +- Querying - Rich, document-based queries. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Other Options to Consider + :name: other-options-to-consider + +`Redis `__: Advanced, Scalable key-value store. + +`Riak `__: +High availability/scalablity + +`HyperDex `__: "Next generation key-value store" + +`Apache Cassandra `__: A more +schema-based NoSQL solution + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Example Data Model + :name: example-data-model + +An Address Book with a not quite trivial data model. + +:: + + There are people:: + + self.first_name + self.last_name + self.middle_name + self.cell_phone + self.email + + There are households:: + + self.name + self.people + self.address + self.phone + + (similarly businesses) + +see examples/NoSQL/address\_book\_model.py + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Using ZODB + :name: using-zodb + +ZODB stores Python objects. To make an object persistent: + +:: + + import persistent + + class Something(persistent.Persistent): + def __init__(self): + self.a_field = '' + self.another_field '' + +When a change is made to the fields, the DB will keep it updated. + +See examples/NoSQL/address\_book\_zodb.py + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Mutable Attributes in ZODB + :name: mutable-attributes-in-zodb + +:: + + Something.this = that + # will trigger a DB action + + # But: + + Something.a_list.append + # will not trigger anything. + + # The DB doesn't know that that the list has been altered. + # Solution: + + self.a_list = PersistentList() + # (also PersistantDict() ) + + # (or write getter and setter properties...) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: MongoDB + :name: mongodb-1 + +Essentially a key-value store, but the values are JSON-like objects in +the `BSON (binary JSON) `__ format + +So you can store any object that can look like JSON: + +- dicts +- lists +- numbers +- strings +- richer than JSON. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: MongoDB and Python + :name: mongodb-and-python + +MongoDB is written in C++ -- can be accessed by various language +`drivers `__ + +For Python we have +`PyMongo `__ + +There are also various tools for integrating mongoDB with Python +frameworks: + +- Django MongoDB Engine +- mongodb\_beaker +- MongoLog: Python logging handler +- Flask-PyMongo +- others... + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Getting started with mongoDB + :name: getting-started-with-mongodb + +mongoDB is separate program. Installers here: +http://www.mongodb.org/downloads + +Create a dir for the database: + +:: + + $ mkdir mongo_data + # And start it up: + $ mongod --dbpath=mongo_data/ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Creating a Mongo DB: + :name: creating-a-mongo-db + +:: + + # create the DB + from pymongo import MongoClient + + client = MongoClient('localhost', 27017) + store = client.store_name # creates a Database + people = store.people # creates a collection + +mongo will link to the given database and collection, or create new ones +if they don't exist. + +Adding some stuff: + +:: + + people.insert({'first_name': 'Fred', + 'last_name': 'Jones'}) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Pulling Data Out + :name: pulling-data-out + +:: + + In [16]: people.find_one({'first_name':"Fred"}) + Out[16]: + {u'_id': ObjectId('534dcdcb5c84d28b596ad15e'), + u'first_name': u'Fred', + u'last_name': u'Jones'} + +Note that it adds an ObjectID for you. See +examples/NoSQL/address\_book\_mongo.py + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Questions? + :name: questions + +.. raw:: html + +
          + +`← <#>`__ `→ <#>`__ + + / + +Go to slide: + +`# <.>`__ + +.. |image0| image:: images/database.gif + :target: images/database.gif +.. |image1| image:: images/image.png + :target: images/image.png +.. |image2| image:: images/sql_anatomy.png + :width: 90.0% +.. |image3| image:: images/3vl.png + :width: 90.0% diff --git a/slides_sources/build/slides/html_slides/06-datetime.html b/slides_sources/build/slides/html_slides/06-datetime.html new file mode 100644 index 0000000..e74fd8c --- /dev/null +++ b/slides_sources/build/slides/html_slides/06-datetime.html @@ -0,0 +1,341 @@ + + + + + + + + Python300 week 06, datetime + + + + + + + + + + + + + + + + + + + + + + + +
          + + +
          +

          System Development with Python

          +

          Week 6 :: datetime, time, pytz

          +

          Joseph Sheedy

          +

          joseph.sheedy@gmail.com

          +

          Git repository: https://github.com/UWPCE-PythonCert/Python300-SystemDevelopmentWithPython-Spring-2014

          +
          + +
          +

          datetime, time, pytz

          +

          What's so hard about representing time?

          +

          Humans are mostly accustomed to communicating in their local timezone. +

          There are hundreds of them, whose definitions change +

          What happens to your application when it's deployed to a server running in a different timezone? +

          The length of a day is not constant, and leap seconds have been inserted frequently +

          Daylight savings time challenges +

          + +
          +

          DST

          +

          Daylight savings time creates discontinuities in a time series +

          + +

          + +

          + +
          +

          On representing a point in time

          + +
          +
          +

          UTC: Coordinated Universal Time (French: Temps Universel Coordonné)

          +

          This is the primary time standard in the world +

          Provides a consistent reference all other time zones can relate to +

          No daylight savings time +

          Also known as Zulu Time, as the UTC time zone is sometimes denoted by the letter Z, e.g. 12:59Z +

          It is similar to, but not the same as, Greenwich Mean Time (GMT). UTC is more precisely defined +

          + + +

          + +
          +

          UNIX time

          +
            +
          • UNIX time is represented as the number of seconds from one point in time known as the Epoch, defined to be 00:00 UTC January 1, 1970, not counting leap seconds +
          • Note that UNIX time is based on another time standard +
          • On 32 bit OSes which store time as a signed 32-bit integer, the largest value that can be stored is 03:14:07 UTC on Tuesday, 19 January 2038. One second afterwards, time overflows back to zero. This is known as the Y2038 problem. +
          • On 64 bit machines, the largest time which can be represented is in the year 292 billion, at which time our universe is predicted to not exist +
          +
          + + +
          +

          timezones and datetime calculations

          +

          +

        • Calculating the time between two dates spanning timezones, daylight savings time transitions, and leap seconds is a task fraught with error +
        • The Olson database is a reference database of the world's timezones. +
        • It can be obtained through the IANA here +
        • As in datetime docs,
          The rules for time adjustment across the world are more political than rational
          +

          +
          • + +
          +

          from datetime import time, date, datetime

          +

          The datetime object represents a specific moment in time +

          The date object represents a calendar date +

          The time object represents a time +

          
+from datetime import datetime
+
+t = datetime(2019, 11, 1)
+date = t.date()
+
+now = datetime.now()
+
          +
          + +
          +

          limitations of datetime

          +
            +
          • precision is limited to microseconds +
          • time range is limited: +
            
+In [3]: datetime.MINYEAR
+Out[3]: 1
+
+In [4]: datetime.MAXYEAR
+Out[4]: 9999
+
+In [5]: datetime.datetime(37337,1,1)
+---------------------------------------------------------------------------
+ValueError                                Traceback (most recent call last)
+ in ()
+
+ValueError: year is out of range
+
+In [6]: datetime.datetime(0,1,1)
+---------------------------------------------------------------------------
+ValueError                                Traceback (most recent call last)
+ in ()
+
+ValueError: year is out of range
+
+
            +
          • If you are on a 32-bit OS and using Python pre-2.6, you will be limited to the year 2038. + +
          +
          + +
          +

          datetime -> string

          +

          +

          from datetime import datetime
+t = datetime.now()
+t.isoformat()
+t.strftime("Date: %B %d, %Y.  Time: %H:%M")
+
          +

          strftime passes format codes to the strftime of the platform's C library. This may not be standardized! A list of format directives is here +

          getting the current UNIX time : +

          int(datetime.datetime.now().strftime('%s'))
+# in Python 3.3+:
+datetime.now().timestamp()
+
          +
          + +
          +

          string -> datetime

          +

          datetime.strptime(string, format) +

          
+In [88]: datetime.datetime.strptime?
+Type:        builtin_function_or_method
+String form: 
+Docstring:   string, format -> new datetime parsed from a string (like time.strptime()).
+
+time_string = "2019/11/1 2300"
+format = "%Y/%m/%d %H%M"
+datetime.datetime.strptime(time_string, format)
+
          +

          strptime format strings use the same formatting tokens as strftime +

          If you need to parse arbitrary time strings, or don't want to maintain format strings, there is python-dateutil.parser + +

          + +
          +

          two types of datetimes - naive and aware

          +

          so far we haven't created any datetime objects with associated timezone information, these are known as 'naive' datetimes +

          in order to accurately represent a real time, timezone information is required +

          Some systems may expect naive times to represent UTC, others may decide on local time zone. It's usually safer to be explicit. +

          Timezone is specified with the tzinfo attribute, through the constructor: datetimes are immutable +

          Change the timezone or another attribute with the replace(*args, **kwargs) method to create a new object with all the same attributes except those specified +

          tzinfo is expected to be a subclass of datetime.tzinfo +

          However, datetime.tzinfo is an abstract base class, which means you'll need to define your own subclass (filled with peril) or install the pytz package +

          pytz is based on the Olson database, a reference database of the world's timezones. +

          + +
          +

          pytz

          +

          A list of all the timezones in pytz is available in pytz.all_timezones +

          Timezone is often specified as a UTC offset in hours, e.g. 2019-11-1T11:59-08:00. Don't use this offset directly to permanently record a user's timezone because it may change with Daylight Savings Time. Better to obtain the IANA code from the list in pytz and let datetime do the calculations. +

          +

          
+from datetime import datetime
+
+import pytz
+
+t1 = datetime(2019,11,1, tzinfo=pytz.UTC)
+
+us_pacific_tz = pytz.timezone('US/Pacific')
+t2 = datetime(2019,11,1, tzinfo=us_pacific_tz)
+
+
          +
          + +
          +

          time calculations

          +

          datetime.timedelta([days[, seconds[, microseconds[, milliseconds[, minutes[, hours[, weeks]]]]]]]) represents a time difference +

          All the datetime objects overload the arithmetic operators, such that adding or subtracting dates will return a datetime.timedelta object +

          In [17]: datetime.datetime.now() - datetime.datetime.now()
+Out[17]: datetime.timedelta(-1, 86399, 999987)
+
          +

          adding timedelta to a datetime will result in a new datetime +

          
+In [19]: datetime.datetime(2019,11,1, tzinfo=pytz.UTC) + datetime.timedelta(days=1)
+Out[19]: datetime.datetime(2019, 11, 2, 0, 0)
+
+# or create a shortcut for creating a UTC timezone aware datetime:
+import functools
+utc = functools.partial(datetime.datetime, tzinfo=pytz.UTC)
+utc(2019,11,1,12,0) + datetime.timedelta(days=1)
+
          + +
          +
          +

          time calculations

          +

          timedelta has a few functions and properties to retrieve the results: timedelta.total_seconds(), timedelta.days, timedelta.seconds, timedelta.microseconds +

          datetimes in the calculations must be all naive or all aware +

          
+In [35]: datetime.datetime(2019,11,1,tzinfo=pytz.UTC) - datetime.datetime(2019,10,1)
+---------------------------------------------------------------------------
+TypeError                                 Traceback (most recent call last)
+ in ()
+TypeError: can't subtract offset-naive and offset-aware datetimes
+
          +
+
          + +
          +

          Storing datetimes

          +

          Try to deal in UTC as much as possible. Do not depend on the machine's interpretation of local time. +

          For instance, datetime.now() on my Mac will return a naive datetime containing the local time. Alternatively: +

          
+# return the current time as an aware datetime in UTC:
+datetime.datetime.now(pytz.UTC)
+# this will return a naive datetime with the current UTC time
+datetime.datetime.utcnow()
+
          +

          When storing a datetime in a database, it will need to be translated into the database's native format. Depending on the database driver, it may or may not accept datetimes. If it does, it may or may not respect the timezone information +

          Discovering the behavior is part of your database integration work +

          + +
          +

          datetimes in sqlite3

          +

          From the sqlite3 docs: +

          +Dates and times in sqlite3 are stored as TEXT, REAL, or INTEGER values
+
+TEXT as ISO8601 strings ("YYYY-MM-DD HH:MM:SS.SSS").
+REAL as Julian day numbers, the number of days since noon in Greenwich on November 24, 4714 B.C. according to the proleptic Gregorian calendar.
+INTEGER as Unix Time, the number of seconds since 1970-01-01 00:00:00 UTC.
+
          +

          So Python datetime objects must be translated to these types +

          sqlite3 has support for "adapters" and "converters" to translate types going in and out of the DB +

          Default adapters and converters are supplied for date and datetime objects +

          unfortunately, the default implementation does not handle timezone aware datetimes, but they are simply implementable +

          let's look at +examples/datetime_naive_to_sqlite.py +and +examples/datetime_aware_to_sqlite.py +

          + + +
          +

          The End

          +

          Questions?

          +
          + + + + + + + + + + +
          + ← + → +
          + + +

          + + / + +

          + + + + +
          + + + + + + + + + + + + + + + + diff --git a/slides_sources/build/slides/html_slides/06-datetime.rst b/slides_sources/build/slides/html_slides/06-datetime.rst new file mode 100644 index 0000000..16e0ccf --- /dev/null +++ b/slides_sources/build/slides/html_slides/06-datetime.rst @@ -0,0 +1,500 @@ +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: System Development with Python + :name: system-development-with-python + +.. rubric:: Week 6 :: datetime, time, pytz + :name: week-6-datetime-time-pytz + +Joseph Sheedy + +*joseph.sheedy@gmail.com* + +Git repository: +https://github.com/UWPCE-PythonCert/Python300-SystemDevelopmentWithPython-Spring-2014 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: datetime, time, pytz + :name: datetime-time-pytz + +.. rubric:: What's so hard about representing time? + :name: whats-so-hard-about-representing-time + +Humans are mostly accustomed to communicating in their local timezone. + +There are hundreds of them, whose definitions change + +What happens to your application when it's deployed to a server running +in a different timezone? + +The length of a day is not constant, and `leap +seconds `__ have been inserted +frequently + +Daylight savings time challenges + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: `DST `__ + :name: dst + +Daylight savings time creates discontinuities in a time series + +|image0| + +|image1| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: On representing a point in time + :name: on-representing-a-point-in-time + +- There are two major time standards which you should understand: + + - `UTC: Coordinated Universal Time (French: Temps Universel + Coordonné) `__ + - `UNIX time `__ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: `UTC: Coordinated Universal Time (French: Temps Universel + Coordonné) `__ + :name: utc-coordinated-universal-time-french-temps-universel-coordonné + +This is the primary time standard in the world + +Provides a consistent reference all other time zones can relate to + +No daylight savings time + +Also known as Zulu Time, as the UTC time zone is sometimes denoted by +the letter Z, e.g. 12:59Z + +It is similar to, but not the same as, Greenwich Mean Time (GMT). UTC is +more precisely defined + +|image2| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: `UNIX time `__ + :name: unix-time + +- UNIX time is represented as the number of seconds from one point in + time known as the Epoch, defined to be 00:00 UTC January 1, 1970, not + counting leap seconds +- Note that UNIX time is based on another time standard +- On 32 bit OSes which store time as a signed 32-bit integer, the + largest value that can be stored is 03:14:07 UTC on Tuesday, 19 + January 2038. One second afterwards, time overflows back to zero. + This is known as the Y2038 problem. +- On 64 bit machines, the largest time which can be represented is in + the year 292 billion, at which time our universe is predicted to not + exist + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: timezones and datetime calculations + :name: timezones-and-datetime-calculations + +Calculating the time between two dates spanning timezones, daylight +savings time transitions, and leap seconds is a task fraught with error +The `Olson database `__ is a +reference database of the world's timezones. +It can be obtained through the IANA +`here `__ +As in `datetime +docs `__, + The rules for time adjustment across the world are more political + than rational + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: from datetime import time, date, datetime + :name: from-datetime-import-time-date-datetime + +The datetime object represents a specific moment in time + +The date object represents a calendar date + +The time object represents a time + +:: + + from datetime import datetime + + t = datetime(2019, 11, 1) + date = t.date() + + now = datetime.now() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: limitations of datetime + :name: limitations-of-datetime + +- precision is limited to microseconds +- time range is limited: + + :: + + In [3]: datetime.MINYEAR + Out[3]: 1 + + In [4]: datetime.MAXYEAR + Out[4]: 9999 + + In [5]: datetime.datetime(37337,1,1) + --------------------------------------------------------------------------- + ValueError Traceback (most recent call last) + in () + + ValueError: year is out of range + + In [6]: datetime.datetime(0,1,1) + --------------------------------------------------------------------------- + ValueError Traceback (most recent call last) + in () + + ValueError: year is out of range + +- If you are on a 32-bit OS and using Python pre-2.6, you will be + limited to the year 2038. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: datetime -> string + :name: datetime---string + +:: + + from datetime import datetime + t = datetime.now() + t.isoformat() + t.strftime("Date: %B %d, %Y. Time: %H:%M") + +strftime passes format codes to the strftime of the platform's C +library. This may not be standardized! A list of format directives is +`here `__ + +getting the current UNIX time : + +:: + + int(datetime.datetime.now().strftime('%s')) + # in Python 3.3+: + datetime.now().timestamp() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: string -> datetime + :name: string---datetime + +datetime.strptime(string, format) + +:: + + In [88]: datetime.datetime.strptime? + Type: builtin_function_or_method + String form: + Docstring: string, format -> new datetime parsed from a string (like time.strptime()). + + time_string = "2019/11/1 2300" + format = "%Y/%m/%d %H%M" + datetime.datetime.strptime(time_string, format) + +strptime format strings use the same formatting tokens as strftime + +If you need to parse arbitrary time strings, or don't want to maintain +format strings, there is +`python-dateutil.parser `__ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: two types of datetimes - naive and aware + :name: two-types-of-datetimes---naive-and-aware + +so far we haven't created any datetime objects with associated timezone +information, these are known as 'naive' datetimes + +in order to accurately represent a real time, timezone information is +required + +Some systems may expect naive times to represent UTC, others may decide +on local time zone. It's usually safer to be explicit. + +Timezone is specified with the tzinfo attribute, through the +constructor: datetimes are immutable + +Change the timezone or another attribute with the replace(\*args, +\*\*kwargs) method to create a new object with all the same attributes +except those specified + +tzinfo is expected to be a subclass of datetime.tzinfo + +However, datetime.tzinfo is an abstract base class, which means you'll +need to define your own subclass (filled with peril) or install the pytz +package + +pytz is based on the `Olson +database `__, a reference +database of the world's timezones. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: pytz + :name: pytz + +A list of all the timezones in pytz is available in pytz.all\_timezones + +Timezone is often specified as a UTC offset in hours, e.g. +2019-11-1T11:59-08:00. Don't use this offset directly to permanently +record a user's timezone because it may change with Daylight Savings +Time. Better to obtain the IANA code from the list in pytz and let +datetime do the calculations. + +:: + + from datetime import datetime + + import pytz + + t1 = datetime(2019,11,1, tzinfo=pytz.UTC) + + us_pacific_tz = pytz.timezone('US/Pacific') + t2 = datetime(2019,11,1, tzinfo=us_pacific_tz) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: time calculations + :name: time-calculations + +datetime.timedelta([days[, seconds[, microseconds[, milliseconds[, +minutes[, hours[, weeks]]]]]]]) represents a time difference + +All the datetime objects overload the arithmetic operators, such that +adding or subtracting dates will return a datetime.timedelta object + +:: + + In [17]: datetime.datetime.now() - datetime.datetime.now() + Out[17]: datetime.timedelta(-1, 86399, 999987) + +adding timedelta to a datetime will result in a new datetime + +:: + + In [19]: datetime.datetime(2019,11,1, tzinfo=pytz.UTC) + datetime.timedelta(days=1) + Out[19]: datetime.datetime(2019, 11, 2, 0, 0) + + # or create a shortcut for creating a UTC timezone aware datetime: + import functools + utc = functools.partial(datetime.datetime, tzinfo=pytz.UTC) + utc(2019,11,1,12,0) + datetime.timedelta(days=1) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: time calculations + :name: time-calculations-1 + +timedelta has a few functions and properties to retrieve the results: +timedelta.total\_seconds(), timedelta.days, timedelta.seconds, +timedelta.microseconds + +datetimes in the calculations must be all naive or all aware + +:: + + In [35]: datetime.datetime(2019,11,1,tzinfo=pytz.UTC) - datetime.datetime(2019,10,1) + --------------------------------------------------------------------------- + TypeError Traceback (most recent call last) + in () + TypeError: can't subtract offset-naive and offset-aware datetimes + + + + + + Storing datetimes + Try to deal in UTC as much as possible. Do not depend on the machine's interpretation of local time. + For instance, datetime.now() on my Mac will return a naive datetime containing the local time. Alternatively: + + # return the current time as an aware datetime in UTC: + datetime.datetime.now(pytz.UTC) + # this will return a naive datetime with the current UTC time + datetime.datetime.utcnow() + +When storing a datetime in a database, it will need to be translated +into the database's native format. Depending on the database driver, it +may or may not accept datetimes. If it does, it may or may not respect +the timezone information + +Discovering the behavior is part of your database integration work + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: datetimes in sqlite3 + :name: datetimes-in-sqlite3 + +From the `sqlite3 docs `__: + +:: + + Dates and times in sqlite3 are stored as TEXT, REAL, or INTEGER values + + TEXT as ISO8601 strings ("YYYY-MM-DD HH:MM:SS.SSS"). + REAL as Julian day numbers, the number of days since noon in Greenwich on November 24, 4714 B.C. according to the proleptic Gregorian calendar. + INTEGER as Unix Time, the number of seconds since 1970-01-01 00:00:00 UTC. + +So Python datetime objects must be translated to these types + +sqlite3 has support for "adapters" and "converters" to translate types +going in and out of the DB + +`Default adapters and +converters `__ +are supplied for date and datetime objects + +unfortunately, the default implementation does not handle timezone aware +datetimes, but they are simply implementable + +let's look at examples/datetime\_naive\_to\_sqlite.py and +examples/datetime\_aware\_to\_sqlite.py + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: The End + :name: the-end + +.. rubric:: Questions? + :name: questions + +.. raw:: html + +
          + +.. raw:: html + +
          + +`← <#>`__ `→ <#>`__ + +.. raw:: html + +
          + + / + +.. raw:: html + +
          + +.. |image0| image:: images/6libU.png + :width: 90.0% +.. |image1| image:: images/FfBuN.png + :width: 90.0% +.. |image2| image:: images/Greenwich_clock.jpg + :width: 30.0% diff --git a/slides_sources/build/slides/html_slides/06-metaclasses.html b/slides_sources/build/slides/html_slides/06-metaclasses.html new file mode 100644 index 0000000..f59aa8a --- /dev/null +++ b/slides_sources/build/slides/html_slides/06-metaclasses.html @@ -0,0 +1,272 @@ + + + + + + + + Python300 week 03, metaclasses + + + + + + + + + + + + + + + + + + + + + + + +
          + + +
          +

          System Development with Python

          +

          Week 6 :: Metaclasses

          +

          Joseph Sheedy

          +

          joseph.sheedy@gmail.com

          +

          Git repository: https://github.com/UWPCE-PythonCert/SystemDevelopment2015

          +
          + +
          +

          A class is just an object

          +

          Objects get created from classes. So what is the class of a class? +

          The class of Class is a metaclass +

          The metaclass can be used to dynamically create a class +

          The metaclass, being a class, also has a metaclass +

          + +
          +

          What is a metaclass?

          + +
            +
          • A class is something that makes instances
            • +
          • A metaclass is something that makes classes
            • +
          • A metaclass is most commonly used as a class factory +
          • metaclasses allow you to do 'extra things' when creating a class, like registering the new class with some registry, adding methods dynamically, or even replace the class with something else entirely +
          • Every object in Python has a metaclass +
          • The default metaclass is type() + +
          +
          + +
          +

          type()

          +

          With one argument, type() returns the type of the argument +

          With 3 arguments, type() returns a new class + +

          +type?
+Type:       type
+String Form: <type 'type'>
+Namespace:  Python builtin
+Docstring:
+type(object) -> the object's type
+type(name, bases, dict) -> a new type
+
+name: string name of the class
+bases: tuple of the parent classes
+dict: dict containing attribute names and values
          + + +
          + +
          +

          using type() to build a class

          +

          The class keyword is syntactic sugar, we can get by without it by using type +

          
+class MyClass(object):
+    x = 1
+
          +

          OR +

          +

          
+MyClass = type('MyClass', (), {'x': 1})
+
          + +

          (object is automatically a superclass) + + +

          + +
          +

          Adding methods to a class built with type()

          +

          Just define a function with the correct signature and add it to the attr dictionary +

          
+def my_method(self):
+    print "called my_method, x = %s" % self.x
+
+MyClass = type('MyClass',(), {'x': 1, 'my_method': my_method})
+o = MyClass()
+o.my_method()
+
          +
          + +
          +

          What type is type?

          +
          +type(type)
+Out[1]: type
+
          +

          + +
          + +
          +

          __metaclass__

          +

          +

          class Foo(object):
+  __metaclass__ = MyMetaClass
          +

          Python will look for __metaclass__ in the class definition. +

          If it finds it, it will use it to create the object class Foo. +

          If it doesn't, it will use type to create the class. +

          __metaclass__ can be defined at the module level +

          Whatever is assigned to __metaclass__ should be a callable with the same signature as type() +

          + +
          +

          Why use metaclasses?

          +

          Useful when creating an API or framework +

          Whenever you need to manage object creation for one or more classes +

          For example, see examples/singleton.py +

          Or consider the Django ORM: +

          class Person(models.Model):
+  name = models.CharField(max_length=30)
+  age = models.IntegerField()
+
+person = Person(name='bob', age=35)
+print person.name
          +

          When the Person class is created, it is dynamically modified to integrate with the database configured backend. Thus, +different configurations will lead to different class definitions. This is abstracted from the user of the Model class. +

          Here is the Django Model metaclass: +https://github.com/django/django/blob/master/django/db/models/base.py#L59 +

          + +
          +

          Metaclass example

          +

          Consider wanting a metaclass which mangles all attribute names to provide uppercase and lower case attributes

          +
          + +
          +

          Metaclass example

          +

          +

          class Foo(object):
+    __metaclass__ = NameMangler
+    x = 1
+
+f = Foo()
+print f.X
+print f.x
          +
          + +
          +

          NameMangler

          +
          class NameMangler(type):
+    def __new__(cls, clsname, bases, dct):
+        uppercase_attr = {}
+        for name, val in dct.items():
+            if not name.startswith('__'):
+                uppercase_attr[name.upper()] = val
+                uppercase_attr[name] = val
+            else:
+                uppercase_attr[name] = val
+
+        return super(NameMangler, cls).__new__(cls, clsname, bases, uppercase_attr)
+
+class Foo(object):
+    __metaclass__ = NameMangler
+    x = 1
+
          +
          + +
          +

          Exercise: Working with NameMangler

          +

          In the repository, find and run examples/mangler.py +

          Modify the NameMangler metaclass such that setting an attribute f.x also sets f.xx +

          Now create a new metaclass, MangledSingleton, composed of the NameMangler and Singleton classes in the examples/ directory. Assign it to the __metaclass__ attribute of a new class and verify that it works. +

          Your code should look like this: + +

          class MyClass(object):
+    __metaclass__ = MangledSingleton # define this
+    x = 1
+
+o1 = MyClass()
+o2 = MyClass()
+print o1.X
+assert id(o1) == id(o2)
+
          +
          + +
          +

          Reference reading

          + + +

          What is a metaclass in Python? + +

          Python metaclasses by example + +

          A Primer on Python Metaclasses + +

          + + + + + + + +
          + ← + → +
          + + +

          + + / + +

          + + + + +
          + + + + + + + + + + + + + + + + diff --git a/slides_sources/build/slides/html_slides/06-metaclasses.rst b/slides_sources/build/slides/html_slides/06-metaclasses.rst new file mode 100644 index 0000000..d0ee110 --- /dev/null +++ b/slides_sources/build/slides/html_slides/06-metaclasses.rst @@ -0,0 +1,354 @@ +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: System Development with Python + :name: system-development-with-python + +.. rubric:: Week 6 :: Metaclasses + :name: week-6-metaclasses + +Joseph Sheedy + +*joseph.sheedy@gmail.com* + +Git repository: +https://github.com/UWPCE-PythonCert/SystemDevelopment2015 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: A class is just an object + :name: a-class-is-just-an-object + +Objects get created from classes. So what is the class of a class? +The class of Class is a metaclass + +The metaclass can be used to dynamically create a class + +The metaclass, being a class, also has a metaclass + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: What is a metaclass? + :name: what-is-a-metaclass + +- A class is something that makes instances +- A metaclass is something that makes classes +- A metaclass is most commonly used as a class factory +- metaclasses allow you to do 'extra things' when creating a class, + like registering the new class with some registry, adding methods + dynamically, or even replace the class with something else entirely +- Every object in Python has a metaclass +- The default metaclass is type() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: type() + :name: type + +With one argument, ``type()`` returns the type of the argument + +With 3 arguments, ``type()`` returns a new class + +:: + + type? + Type: type + String Form: + Namespace: Python builtin + Docstring: + type(object) -> the object's type + type(name, bases, dict) -> a new type + + name: string name of the class + bases: tuple of the parent classes + dict: dict containing attribute names and values + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: using type() to build a class + :name: using-type-to-build-a-class + +The ``class`` keyword is syntactic sugar, we can get by without it by +using type + +:: + + class MyClass(object): + x = 1 + +OR + +:: + + MyClass = type('MyClass', (), {'x': 1}) + +(``object`` is automatically a superclass) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Adding methods to a class built with ``type()`` + :name: adding-methods-to-a-class-built-with-type + +Just define a function with the correct signature and add it to the attr +dictionary + +:: + + def my_method(self): + print "called my_method, x = %s" % self.x + + MyClass = type('MyClass',(), {'x': 1, 'my_method': my_method}) + o = MyClass() + o.my_method() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: What type is type? + :name: what-type-is-type + +:: + + type(type) + Out[1]: type + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: \_\_metaclass\_\_ + :name: metaclass__ + +:: + + class Foo(object): + __metaclass__ = MyMetaClass + +Python will look for \_\_metaclass\_\_ in the class definition. + +If it finds it, it will use it to create the object class Foo. + +If it doesn't, it will use type to create the class. + +\_\_metaclass\_\_ can be defined at the module level + +Whatever is assigned to \_\_metaclass\_\_ should be a callable with the +same signature as type() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Why use metaclasses? + :name: why-use-metaclasses + +Useful when creating an API or framework + +Whenever you need to manage object creation for one or more classes + +For example, see examples/singleton.py + +Or consider the Django ORM: ```` + +:: + + class Person(models.Model): + name = models.CharField(max_length=30) + age = models.IntegerField() + + person = Person(name='bob', age=35) + print person.name + +When the Person class is created, it is dynamically modified to +integrate with the database configured backend. Thus, different +configurations will lead to different class definitions. This is +abstracted from the user of the Model class. + +Here is the Django Model metaclass: +https://github.com/django/django/blob/master/django/db/models/base.py#L59 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Metaclass example + :name: metaclass-example + +Consider wanting a metaclass which mangles all attribute names to +provide uppercase and lower case attributes + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Metaclass example + :name: metaclass-example-1 + +:: + + class Foo(object): + __metaclass__ = NameMangler + x = 1 + + f = Foo() + print f.X + print f.x + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: NameMangler + :name: namemangler + +:: + + class NameMangler(type): + def __new__(cls, clsname, bases, dct): + uppercase_attr = {} + for name, val in dct.items(): + if not name.startswith('__'): + uppercase_attr[name.upper()] = val + uppercase_attr[name] = val + else: + uppercase_attr[name] = val + + return super(NameMangler, cls).__new__(cls, clsname, bases, uppercase_attr) + + class Foo(object): + __metaclass__ = NameMangler + x = 1 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Exercise: Working with NameMangler + :name: exercise-working-with-namemangler + +In the repository, find and run examples/mangler.py + +Modify the NameMangler metaclass such that setting an attribute f.x also +sets f.xx + +Now create a new metaclass, MangledSingleton, composed of the +NameMangler and Singleton classes in the examples/ directory. Assign it +to the \_\_metaclass\_\_ attribute of a new class and verify that it +works. + +Your code should look like this: + +:: + + class MyClass(object): + __metaclass__ = MangledSingleton # define this + x = 1 + + o1 = MyClass() + o2 = MyClass() + print o1.X + assert id(o1) == id(o2) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Reference reading + :name: reference-reading + +`What is a metaclass in +Python? `__ + +`Python metaclasses by +example `__ + +`A Primer on Python +Metaclasses `__ + +.. raw:: html + +
          + +.. raw:: html + +
          + +`← <#>`__ `→ <#>`__ + +.. raw:: html + +
          + + / + +.. raw:: html + +
          diff --git a/slides_sources/build/slides/html_slides/07-threading-and-multiprocessing.html b/slides_sources/build/slides/html_slides/07-threading-and-multiprocessing.html new file mode 100644 index 0000000..73307d2 --- /dev/null +++ b/slides_sources/build/slides/html_slides/07-threading-and-multiprocessing.html @@ -0,0 +1,786 @@ + + + + + + + + Python300 week 07, threading and multiprocessing + + + + + + + + + + + + + + + + + + + + + + + +
          + +
          +

          System Development with Python

          +

          Week 7 :: threading and multiprocessing

          +

          Joseph Sheedy

          +

          joseph.sheedy@gmail.com

          +

          Git repository: https://github.com/UWPCE-PythonCert/SystemDevelopment2015

          +
          + + +
          +

          Threading / multiprocessing

          +

          Today's topics

          +
            +
          • Threading / multiprocessing motivation and options
            • +
          • threading module +
          • multiprocessing module +
          • other options +
          +
          + +
          +

          Motivations for parallel execution

          +
            +
          • Performance +
              +
            • Limited by Amdahl's Law +
            • CPUs aren't getting much faster +
            +
          • Event handling +

            If a system handles asynchronous events, a seperate thread of execution could handle those events and let other threads do other work

            +

            Examples: +

              +
            • Network applications +
            • User interfaces +
            +
          +

          Parallel programming can be hard! +

          If your problem can be solved sequentially, consider the costs and benefits before going parallel. + +

          + +
          +

          Parallelization strategy for performance

          +
            +
          1. Break problem down into chunks +
          2. Execute chunks in parallel +
          3. Reassemble output of chunks into result +
          + +
          + +
          +

          Parallelization strategy for performance

          +

          +

            +
          • Not every problem is parallelizable +
          • There is an optimal number of threads for each problem in each environment, so make it tunable +
          • Working concurrently opens up synchronization issues +
          • Methods for synchronizing threads: +
              +
            • locks +
            • queues +
            • signaling/messaging mechanisms +
            +
          +

          +
          + +
          +

          Threads versus processes in Python

          + +

          Threads

          +

          Threads are lightweight processes, run in the address space of an OS process. +

          This allows multiple threads access to data in the same scope.

          +

          Python threads are true OS level threads

          +

          Threads can not gain the performance advantage of multiple processors due to the Global Interpreter Lock (GIL)

          +

          But the GIL is released during IO, allowing IO bound processes to benefit from threading

          + +

          Processes

          +

          A process contains all the instructions and data required to execute independently +

          The Python interpreter isn't lightweight! +

          Communication between processes can be achieved via multiprocessing.Queue, multiprocessing.Pipe, and regular IPC

          +

          processes require multiple copies of the data, or expensive IPC to access it

          +

          data moved between processes must be pickleable

          + +
          + +
          +

          GIL

          +

          Global Interpreter Lock

          +

          This is a lock which must be obtained by each thread before it can execute, ensuring thread safety

          + +

          The GIL is released during IO operations, so threads which spend time waiting on network or disk access can + enjoy performance gains

          +

          Some alternative Python implementations such as Jython and IronPython have no GIL +

          cPython and PyPy have one +

          Launch multiple processes to speed up CPU bound operations. Luckily, this is easy with the multiprocessing module.

          + + +
          + +
          +

          posted without comment

          + +
          + +
          +

          A CPU bound problem

          + +

          + Numerically integrate the function + y = x2 + from 0 to 10. +

          +

          + +
          + Solution +

          +
          +
          +

          Parallel execution example

          +

          + Consider the following code from week-07/threading_and_multiprocessing/examples/integrate/sequential + 

          def f(x):
+    return x**2
+
+def integrate(f, a, b, N):
+    s = 0
+    dx = (b-a)/N
+    for i in xrange(N):
+        s += f(a+i*dx)
+    return s * dx
+
+print integrate(f, 0, 10, 100)
+
          +

          +

          Break down the problem into parallelizable chunks, then add the results together:

          + +

          We can do better than this +

          + +
          +

          the threading module

          +

          starting threads doesn't take much:

          + 
          import sys
+import threading
+import time
+
+def func():
+    for i in xrange(5):
+        print "hello from thread %s" % threading.current_thread().name
+        time.sleep(1)
+
+threads = []
+for i in xrange(3):
+    thread = threading.Thread(target=func, args=())
+    thread.start()
+    threads.append(thread)
          +
            +
          • The process will exit when the last non-daemon thread exits. +
          • A thread can be specified as a daemon thread by setting its daemon attribute: + thread.daemon = True +
          • daemon threads get cut off at program exit, without any opportunity for cleanup. But you don't have to track and manage them. Useful for things like garbage collection, network keepalives, .. +
          • You can block and wait for a thread to exit with thread.join() +
          +
          + +
          +

          Subclassing Thread

          +

          You can adding threading capability to your own classes +

          Subclass Thread and implement the run method

          + 
          import threading
+
+class MyThread(threading.Thread):
+    def run(self):
+        print "hello from %s" % threading.current_thread().name
+
+thread = MyThread()
+thread.start()
          +
          + +
          +

          Race Conditions

          + +

          In the last example we saw threads competing for access to stdout. +

          Worse, if competing threads try to update the same value, we might get an unexpected race condition +

          Race conditions occur when multiple statements need to execute atomically, but + get interrupted midway +

          See examples/race_condition.py + +

          + +

          + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
          Thread 1Thread 2Integer value
          0
          read value←0
          increase value0
          write back→1
          read value←1
          increase value1
          write back→2
          + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
          Thread 1Thread 2Integer value
          0
          read value←0
          read value←0
          increase value0
          increase value0
          write back→1
          write back→1
          + +

          + http://en.wikipedia.org/wiki/Race_condition + + + +

          +

          Deadlocks

          +

          Synchronization and Critical Sections are used to control race conditions

          +

          But they introduce other potential problems...

          +

          ...like Deadlocks!

          +

          "A deadlock is a situation in which two or more competing actions are each waiting for the other to finish, and thus neither ever does."

          +

          When two trains approach each other at a crossing, both shall come to a full stop and neither shall start up again until the other has gone.

          +

          See also Livelock: Two people meet in a narrow corridor, and each tries to be polite by moving aside to let the other pass, but they end up swaying from side to side without making any progress because they both repeatedly move the same way at the same time.

          +
          + +
          +

          Locks

          +

          Lock objects allow threads to control access to a resource until they're done with it

          +

          This is known as mutual exclusion, often called mutex +

          Python 2 has a deprecated module called mutex for this. Use a Lock instead. +

          A Lock has two states: locked and unlocked +

          If multiple threads have access to the same Lock, they can police themselves by calling + its .acquire() and .release() methods +

          If a Lock is locked, .acquire will block until it becomes unlocked +

          These threads will wait in line politely for access to the statements in f() + 

          import threading
+import time
+
+lock = threading.Lock()
+
+def f():
+    lock.acquire()
+    print "%s got lock" % threading.current_thread().name
+    time.sleep(1)
+    lock.release()
+
+threading.Thread(target=f).start()
+threading.Thread(target=f).start()
+threading.Thread(target=f).start()

          +
          +
          +

          nonblocking locking

          +

          .acquire() will return True if it successfully acquires a lock +

          Its first argument is a boolean which specifies whether a lock should block or not. The default is True + 

          import threading
+lock = threading.Lock()
+lock.acquire()
+if not lock.acquire(False):
+    print "couldn't get lock"
+lock.release()
+if lock.acquire(False):
+    print "got lock"
          +
          +
          +

          threading.RLock - Reentrant Lock

          +

          Useful for recursive algorithms, a thread-specific count of the locks is maintained +

          A reentrant lock can be acquired multiple times by the same thread

          +

          Lock.release() must be called the same number of times as Lock.acquire() by that thread

          +
          + +
          +

          threading.Semaphore

          +

          Like an RLock, but in reverse +

          A Semaphore is given an initial counter value, defaulting to 1 +

          Each call to acquire() decrements the counter, release() increments it +

          If acquire() is called on a Semaphore with a counter of 0, it will block until the Semaphore counter is greater than 0. +

          Useful for controlling the maximum number of threads allowed to access a resource simultaneously +

          +

          + http://en.wikipedia.org/wiki/Semaphore_(programming) +

          +
          +
          +

          Locking Exercise

          +

          find examples/lock/stdout_writer.py

          +

          multiple threads in the script write to stdout, and their output gets jumbled +

            +
          1. Add a locking mechanism to give each thread exclusive access to stdout +
          2. Try adding a Semaphore to allow 2 threads access at once +
          +
          + +
          +

          Managing thread results

          +

          We need a thread safe way of storing results from multiple threads of execution. That is provided by the Queue module.

          +

          Queues allow multiple producers and multiple consumers to exchange data safely +

          Size of the queue is managed with the maxsize kwarg +

          It will block consumers if empty and block producers if full +

          If maxsize is less than or equal to zero, the queue size is infinite + + 

          from Queue import Queue
+q = Queue(maxsize=10)
+q.put(37337)
+block = True
+timeout = 2
+print q.get(block, timeout)

          +

          +

          +

          +
          + +
          +

          Other Queue types

          +

          Queue.LifoQueue - Last In, First Out +

          Queue.PriorityQueue - Lowest valued entries are retrieved first +

          One pattern for PriorityQueue is to insert entries of form data by inserting the tuple: (priority_number, data) + +

          + +
          +

          threading example

          +

          See examples/threading/integrate_main.py + 

          #!/usr/bin/env python
+
+import argparse
+import os
+import sys
+import threading
+import Queue
+
+sys.path.append(os.path.join(os.path.dirname(__file__), ".."))
+from integrate.integrate import integrate, f
+from decorators.decorators import timer
+
+@timer
+def threading_integrate(f, a, b, N, thread_count=2):
+    """break work into two chunks"""
+    N_chunk = int(float(N) / thread_count)
+    dx = float(b-a) / thread_count
+
+    results = Queue.Queue()
+
+    def worker(*args):
+        results.put(integrate(*args))
+
+    threads = []
+    for i in xrange(thread_count):
+        x0 = dx*i
+        x1 = x0 + dx
+        thread = threading.Thread(target=worker, args=(f, x0, x1, N_chunk))
+        thread.start()
+        print "Thread %s started" % thread.name
+        # thread1.join()
+
+    return sum( (results.get() for i in xrange(thread_count) ))
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description='integrator')
+    parser.add_argument('a', nargs='?', type=float, default=0.0)
+    parser.add_argument('b', nargs='?', type=float, default=10.0)
+    parser.add_argument('N', nargs='?', type=int, default=10**7)
+    parser.add_argument('thread_count', nargs='?', type=int, default=2)
+
+    args = parser.parse_args()
+    a = args.a
+    b = args.b
+    N = args.N
+    thread_count = args.thread_count
+
+    print "Numerical solution with N=%(N)d : %(x)f" % \
+            {'N': N, 'x': threading_integrate(f, a, b, N, thread_count=thread_count)}

          +
          + +
          +

          Threading on a CPU bound problem

          +

          Try running the code in examples/threading/integrate_main.py +

          It accepts 4 arguments: + 

          +./integrate_main.py -h
+usage: integrate_main.py [-h] [a] [b] [N] [thread_count]
+
+integrator
+
+positional arguments:
+  a
+  b
+  N
+  thread_count
+
          + 
          ./integrate_main.py 0 10 1000000 4
           +

          What happens when you change the thread count? What thread count gives the maximum speed? +

          + +
          +

          multiprocessing

          + +

          multiprocessing provides an API very similar to threading, so the transition is easy

          +

          use multiprocessing.Process instead of threading.Thread + 

          import multiprocessing
+import os
+import time
+
+def func():
+    print "hello from process %s" % os.getpid()
+    time.sleep(1)
+
+proc = multiprocessing.Process(target=func, args=())
+proc.start()
+proc = multiprocessing.Process(target=func, args=())
+proc.start()

          +
          + +
          +

          Differences with threading

          +

          multiprocessing has its own multiprocessing.Queue which handles interprocess communication +

          Also has its own versions of Lock, RLock, Semaphore + 

          
+      from multiprocessing import Queue, Lock
+
          +

          multiprocessing.Pipe for 2-way process communication: + 

          from multiprocessing import Pipe
+parent_conn, child_conn = Pipe()
+child_conn.send("foo")
+print parent_conn.recv()
+
          + +
          + +
          +

          Pooling

          +

          a processing pool contains worker processes with only a configured number running at one time +

          + 

          from multiprocessing import Pool
+pool = Pool(processes=4)
+
          +

          The Pool module has several methods for adding jobs to the pool +

            +
          • apply_async(func[, args[, kwargs[, callback]]]) +
          • map_async(func, iterable[, chunksize[, callback]]) +
          +

          +
          +
          + +

          Pooling example

          + 
          from multiprocessing import Pool
+
+def f(x):
+    return x*x
+
+if __name__ == '__main__':
+    pool = Pool(processes=4)
+
+    result = pool.apply_async(f, (10,))
+    print result.get(timeout=1)
+
+    print pool.map(f, range(10))
+
+    it = pool.imap(f, range(10))
+    print it.next()
+    print it.next()
+    print it.next(timeout=1)
+
+    import time
+    result = pool.apply_async(time.sleep, (10,))
+    print result.get(timeout=1)
+
          + +

          http://docs.python.org/2/library/multiprocessing.html#module-multiprocessing.pool +

          + +
          +

          ThreadPool

          +

          threading also has a pool +

          confusingly, it lives in the multiprocessing module +

          + 

          
+      from multiprocessing.pool import ThreadPool
+      pool = ThreadPool(processes=4)
+
          +
          + +
          +

          threading versus multiprocessing, networking edition

          +

          We're going to test making concurrent connections to a web service in examples/server/app.py +

          It is a WSGI application which can be run with Green Unicorn or another WSGI server + 

          $ gunicorn app:app --bind 0.0.0.0:37337
          +

          client-threading.py makes 100 threads to contact the web service +

          client-mp.py makes 100 processes to contact the web service +

          client-pooled.py creates a ThreadPool +

          client-pooled.py contains a results Queue, but doesn't use it. Can you collect all the output from the pool into a single data structure using this Queue? +

          + +
          +

          Other options

          +

          Traditionally, concurency has been achieved through multiple process communication and in-process threads, as we've seen

          +

          Another strategy is through micro-threads, implemented via coroutines and a scheduler +

          A coroutine is a generalization of a subroutine which allows multiple entry points for suspending and resuming execution +

          the threading and the multiprocessing modules follow a preemptive multitasking model +

          coroutine based solutions follow a cooperative multitasking model +

          + +
          + +
          +

          With send(), a generator becomes a coroutine

          + + 

          
+def coroutine(n):
+    try:
+        while True:
+            x = (yield)
+            print n+x
+    except GeneratorExit:
+        pass
+
+targets = [
+ coroutine(10),
+ coroutine(20),
+ coroutine(30),
+]
+
+for target in targets:
+    target.next()
+
+for i in range(5):
+    for target in targets:
+        target.send(i)
+

          +

          + http://dabeaz.com/coroutines/Coroutines.pdf +

          +
          + +
          +

          Packages using coroutines for micro threads

          +

          By "jumping" to parallel coroutines, our application can simulate true threads. +

          Creating the scheduler which does the jumping is an exercise for the reader, + but look into these packages which handle the dirty work

          + + +
          + +
          +

          Distributed programming

          +

          A distributed system is one in which components located on networked computers communicate and coordinate their actions by passing messages

          +

          There are lots of ways to do this at different layers. MPI, *-RPC, Pyro, ... +

          + +
          +

          Celery

          +

          "Celery is an asynchronous task queue/job queue based on distributed message passing" +

          Provides an API for defining tasks, and retrieving results from those tasks +

          Messages are passed via a "message broker", of which Celery supports several: +

            +
          • RabbitMQ (default) +
          • Redis +
          • MongoDB +
          • Amazon SQS +
          • ... +
          +

          Celery worker processes are run on compute nodes, while the main process farms jobs out to them. + http://www.celeryproject.org/ +

          + +
          +

          Celery in one minute

          + 
          # tasks.py
+
+from celery import Celery
+
+celery = Celery('tasks', backend="amqp", broker='amqp://guest@localhost//')
+
+@celery.task
+def add(x, y):
+    return x + y
+
          +
          
+% celery -A tasks worker --loglevel=INFO -c 4
+
          +
          
+from tasks import add
+result = add.delay(2,3)
+print result.get()
+
          +
          + + + +
          +

          Questions?

          +
          + + + + + + +
          + ← + → +
          + + +

          + + / + +

          + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/slides_sources/build/slides/html_slides/07-threading-and-multiprocessing.rst b/slides_sources/build/slides/html_slides/07-threading-and-multiprocessing.rst new file mode 100644 index 0000000..ae56462 --- /dev/null +++ b/slides_sources/build/slides/html_slides/07-threading-and-multiprocessing.rst @@ -0,0 +1,1088 @@ +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: System Development with Python + :name: system-development-with-python + +.. rubric:: Week 7 :: threading and multiprocessing + :name: week-7-threading-and-multiprocessing + +Joseph Sheedy + +*joseph.sheedy@gmail.com* + +Git repository: +https://github.com/UWPCE-PythonCert/SystemDevelopment2015 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Threading / multiprocessing + :name: threading-multiprocessing + +.. rubric:: Today's topics + :name: todays-topics + +- Threading / multiprocessing motivation and options +- threading module +- multiprocessing module +- other options + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Motivations for parallel execution + :name: motivations-for-parallel-execution + +- Performance + + - Limited by `Amdahl's + Law `__ + - CPUs aren't getting much faster + +- Event handling + + If a system handles asynchronous events, a seperate thread of + execution could handle those events and let other threads do other + work + + Examples: + + - Network applications + - User interfaces + +Parallel programming can be hard! + +If your problem can be solved sequentially, consider the costs and +benefits before going parallel. + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Parallelization strategy for performance + :name: parallelization-strategy-for-performance + +#. Break problem down into chunks +#. Execute chunks in parallel +#. Reassemble output of chunks into result + +|image0| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Parallelization strategy for performance + :name: parallelization-strategy-for-performance-1 + +- Not every problem is parallelizable +- There is an optimal number of threads for each problem in each + environment, so make it tunable +- Working concurrently opens up synchronization issues +- Methods for synchronizing threads: + + - locks + - queues + - signaling/messaging mechanisms + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Threads versus processes in Python + :name: threads-versus-processes-in-python + +.. rubric:: Threads + :name: threads + +Threads are lightweight processes, run in the address space of an OS +process. + +This allows multiple threads access to data in the same scope. + +Python threads are true OS level threads + +Threads can not gain the performance advantage of multiple processors +due to the Global Interpreter Lock (GIL) + +But the GIL is released during IO, allowing IO bound processes to +benefit from threading + +.. rubric:: Processes + :name: processes + +A process contains all the instructions and data required to execute +independently + +The Python interpreter isn't lightweight! + +Communication between processes can be achieved via +multiprocessing.Queue, multiprocessing.Pipe, and regular IPC + +processes require multiple copies of the data, or expensive IPC to +access it + +data moved between processes must be pickleable + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: GIL + :name: gil + +.. rubric:: Global Interpreter Lock + :name: global-interpreter-lock + +This is a lock which must be obtained by each thread before it can +execute, ensuring thread safety + +|image1| +The GIL is released during IO operations, so threads which spend time +waiting on network or disk access can enjoy performance gains + +Some alternative Python implementations such as Jython and IronPython +have no GIL + +cPython and PyPy have one + +Launch multiple processes to speed up CPU bound operations. Luckily, +this is easy with the multiprocessing module. + +- http://wiki.python.org/moin/GlobalInterpreterLock +- http://docs.python.org/2/c-api/init.html#threads +- http://hg.python.org/cpython/file/05e8dde3229c/Python/pystate.c#l761 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: posted without comment + :name: posted-without-comment + +|image2| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: A CPU bound problem + :name: a-cpu-bound-problem + +Numerically integrate the function `y = +x\ :sup:`2` `__ from 0 to +10. + +| |image3| +| `Solution `__ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Parallel execution example + :name: parallel-execution-example + +Consider the following code from +week-07/threading\_and\_multiprocessing/examples/integrate/sequential + +:: + + def f(x): + return x**2 + + def integrate(f, a, b, N): + s = 0 + dx = (b-a)/N + for i in xrange(N): + s += f(a+i*dx) + return s * dx + + print integrate(f, 0, 10, 100) + + +Break down the problem into parallelizable chunks, then add the results +together: + +We can do better than this + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: the threading module + :name: the-threading-module + +starting threads doesn't take much: + +:: + + import sys + import threading + import time + + def func(): + for i in xrange(5): + print "hello from thread %s" % threading.current_thread().name + time.sleep(1) + + threads = [] + for i in xrange(3): + thread = threading.Thread(target=func, args=()) + thread.start() + threads.append(thread) + +- The process will exit when the last non-daemon thread exits. +- A thread can be specified as a daemon thread by setting its daemon + attribute: ``thread.daemon = True`` +- daemon threads get cut off at program exit, without any opportunity + for cleanup. But you don't have to track and manage them. Useful for + things like garbage collection, network keepalives, .. +- You can block and wait for a thread to exit with thread.join() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Subclassing Thread + :name: subclassing-thread + +You can adding threading capability to your own classes + +Subclass Thread and implement the run method + +:: + + import threading + + class MyThread(threading.Thread): + def run(self): + print "hello from %s" % threading.current_thread().name + + thread = MyThread() + thread.start() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Race Conditions + :name: race-conditions + +In the last example we saw threads competing for access to stdout. + +Worse, if competing threads try to update the same value, we might get +an unexpected race condition + +Race conditions occur when multiple statements need to execute +atomically, but get interrupted midway + +See examples/race\_condition.py + ++--------------------+--------------------+--------------------+--------------------+ +| Thread 1 | Thread 2 | | Integer value | ++====================+====================+====================+====================+ +| | | | 0 | ++--------------------+--------------------+--------------------+--------------------+ +| read value | | ← | 0 | ++--------------------+--------------------+--------------------+--------------------+ +| increase value | | | 0 | ++--------------------+--------------------+--------------------+--------------------+ +| write back | | → | 1 | ++--------------------+--------------------+--------------------+--------------------+ +| | read value | ← | 1 | ++--------------------+--------------------+--------------------+--------------------+ +| | increase value | | 1 | ++--------------------+--------------------+--------------------+--------------------+ +| | write back | → | 2 | ++--------------------+--------------------+--------------------+--------------------+ + ++--------------------+--------------------+--------------------+--------------------+ +| Thread 1 | Thread 2 | | Integer value | ++====================+====================+====================+====================+ +| | | | 0 | ++--------------------+--------------------+--------------------+--------------------+ +| read value | | ← | 0 | ++--------------------+--------------------+--------------------+--------------------+ +| | read value | ← | 0 | ++--------------------+--------------------+--------------------+--------------------+ +| increase value | | | 0 | ++--------------------+--------------------+--------------------+--------------------+ +| | increase value | | 0 | ++--------------------+--------------------+--------------------+--------------------+ +| write back | | → | 1 | ++--------------------+--------------------+--------------------+--------------------+ +| | write back | → | 1 | ++--------------------+--------------------+--------------------+--------------------+ + +http://en.wikipedia.org/wiki/Race_condition + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Deadlocks + :name: deadlocks + +Synchronization and Critical Sections are used to control race +conditions + +But they introduce other potential problems... + +...like `Deadlocks `__! + +"A deadlock is a situation in which two or more competing actions are +each waiting for the other to finish, and thus neither ever does." + +*When two trains approach each other at a crossing, both shall come to a +full stop and neither shall start up again until the other has gone.* + +See also *Livelock*: *Two people meet in a narrow corridor, and each +tries to be polite by moving aside to let the other pass, but they end +up swaying from side to side without making any progress because they +both repeatedly move the same way at the same time.* + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Locks + :name: locks + +Lock objects allow threads to control access to a resource until they're +done with it + +This is known as mutual exclusion, often called mutex + +Python 2 has a deprecated module called mutex for this. Use a Lock +instead. + +A Lock has two states: locked and unlocked + +If multiple threads have access to the same Lock, they can police +themselves by calling its .acquire() and .release() methods + +If a Lock is locked, .acquire will block until it becomes unlocked + +These threads will wait in line politely for access to the statements in +f() + +:: + + import threading + import time + + lock = threading.Lock() + + def f(): + lock.acquire() + print "%s got lock" % threading.current_thread().name + time.sleep(1) + lock.release() + + threading.Thread(target=f).start() + threading.Thread(target=f).start() + threading.Thread(target=f).start() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: nonblocking locking + :name: nonblocking-locking + +.acquire() will return True if it successfully acquires a lock + +Its first argument is a boolean which specifies whether a lock should +block or not. The default is True ```` + +:: + + import threading + lock = threading.Lock() + lock.acquire() + if not lock.acquire(False): + print "couldn't get lock" + lock.release() + if lock.acquire(False): + print "got lock" + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: threading.RLock - Reentrant Lock + :name: threading.rlock---reentrant-lock + +Useful for recursive algorithms, a thread-specific count of the locks is +maintained + +A reentrant lock can be acquired multiple times by the same thread + +Lock.release() must be called the same number of times as Lock.acquire() +by that thread + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: threading.Semaphore + :name: threading.semaphore + +Like an RLock, but in reverse + +A Semaphore is given an initial counter value, defaulting to 1 + +Each call to acquire() decrements the counter, release() increments it + +If acquire() is called on a Semaphore with a counter of 0, it will block +until the Semaphore counter is greater than 0. + +Useful for controlling the maximum number of threads allowed to access a +resource simultaneously + +|image4| + +http://en.wikipedia.org/wiki/Semaphore_(programming) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Locking Exercise + :name: locking-exercise + +find examples/lock/stdout\_writer.py + +multiple threads in the script write to stdout, and their output gets +jumbled + +#. Add a locking mechanism to give each thread exclusive access to + stdout +#. Try adding a Semaphore to allow 2 threads access at once + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Managing thread results + :name: managing-thread-results + +We need a thread safe way of storing results from multiple threads of +execution. That is provided by the Queue module. + +Queues allow multiple producers and multiple consumers to exchange data +safely + +Size of the queue is managed with the maxsize kwarg + +It will block consumers if empty and block producers if full + +If maxsize is less than or equal to zero, the queue size is infinite + +:: + + from Queue import Queue + q = Queue(maxsize=10) + q.put(37337) + block = True + timeout = 2 + print q.get(block, timeout) + +- http://docs.python.org/2/library/threading.html +- http://docs.python.org/2/library/queue.html + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Other Queue types + :name: other-queue-types + +Queue.LifoQueue - Last In, First Out + +Queue.PriorityQueue - Lowest valued entries are retrieved first + +One pattern for PriorityQueue is to insert entries of form data by +inserting the tuple: (priority\_number, data) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: threading example + :name: threading-example + +See examples/threading/integrate\_main.py + +:: + + #!/usr/bin/env python + + import argparse + import os + import sys + import threading + import Queue + + sys.path.append(os.path.join(os.path.dirname(__file__), "..")) + from integrate.integrate import integrate, f + from decorators.decorators import timer + + @timer + def threading_integrate(f, a, b, N, thread_count=2): + """break work into two chunks""" + N_chunk = int(float(N) / thread_count) + dx = float(b-a) / thread_count + + results = Queue.Queue() + + def worker(*args): + results.put(integrate(*args)) + + threads = [] + for i in xrange(thread_count): + x0 = dx*i + x1 = x0 + dx + thread = threading.Thread(target=worker, args=(f, x0, x1, N_chunk)) + thread.start() + print "Thread %s started" % thread.name + # thread1.join() + + return sum( (results.get() for i in xrange(thread_count) )) + + if __name__ == "__main__": + parser = argparse.ArgumentParser(description='integrator') + parser.add_argument('a', nargs='?', type=float, default=0.0) + parser.add_argument('b', nargs='?', type=float, default=10.0) + parser.add_argument('N', nargs='?', type=int, default=10**7) + parser.add_argument('thread_count', nargs='?', type=int, default=2) + + args = parser.parse_args() + a = args.a + b = args.b + N = args.N + thread_count = args.thread_count + + print "Numerical solution with N=%(N)d : %(x)f" % \ + {'N': N, 'x': threading_integrate(f, a, b, N, thread_count=thread_count)} + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Threading on a CPU bound problem + :name: threading-on-a-cpu-bound-problem + +Try running the code in examples/threading/integrate\_main.py + +It accepts 4 arguments: + +:: + + ./integrate_main.py -h + usage: integrate_main.py [-h] [a] [b] [N] [thread_count] + + integrator + + positional arguments: + a + b + N + thread_count + + +```` +:: + + ./integrate_main.py 0 10 1000000 4 + +What happens when you change the thread count? What thread count gives +the maximum speed? + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: multiprocessing + :name: multiprocessing + +multiprocessing provides an API very similar to threading, so the +transition is easy + +use multiprocessing.Process instead of threading.Thread + +:: + + import multiprocessing + import os + import time + + def func(): + print "hello from process %s" % os.getpid() + time.sleep(1) + + proc = multiprocessing.Process(target=func, args=()) + proc.start() + proc = multiprocessing.Process(target=func, args=()) + proc.start() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Differences with threading + :name: differences-with-threading + +multiprocessing has its own multiprocessing.Queue which handles +interprocess communication + +Also has its own versions of Lock, RLock, Semaphore + +:: + + from multiprocessing import Queue, Lock + + +multiprocessing.Pipe for 2-way process communication: + +:: + + from multiprocessing import Pipe + parent_conn, child_conn = Pipe() + child_conn.send("foo") + print parent_conn.recv() + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Pooling + :name: pooling + +a processing pool contains worker processes with only a configured +number running at one time + +:: + + from multiprocessing import Pool + pool = Pool(processes=4) + + +The Pool module has several methods for adding jobs to the pool + +- apply\_async(func[, args[, kwargs[, callback]]]) +- map\_async(func, iterable[, chunksize[, callback]]) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Pooling example + :name: pooling-example + +:: + + from multiprocessing import Pool + + def f(x): + return x*x + + if __name__ == '__main__': + pool = Pool(processes=4) + + result = pool.apply_async(f, (10,)) + print result.get(timeout=1) + + print pool.map(f, range(10)) + + it = pool.imap(f, range(10)) + print it.next() + print it.next() + print it.next(timeout=1) + + import time + result = pool.apply_async(time.sleep, (10,)) + print result.get(timeout=1) + + +http://docs.python.org/2/library/multiprocessing.html#module-multiprocessing.pool + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: ThreadPool + :name: threadpool + +threading also has a pool + +confusingly, it lives in the multiprocessing module + +:: + + from multiprocessing.pool import ThreadPool + pool = ThreadPool(processes=4) + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: threading versus multiprocessing, networking edition + :name: threading-versus-multiprocessing-networking-edition + +We're going to test making concurrent connections to a web service in +examples/server/app.py + +It is a WSGI application which can be run with Green Unicorn or another +WSGI server + +:: + + $ gunicorn app:app --bind 0.0.0.0:37337 + +client-threading.py makes 100 threads to contact the web service + +client-mp.py makes 100 processes to contact the web service + +client-pooled.py creates a ThreadPool + +client-pooled.py contains a results Queue, but doesn't use it. Can you +collect all the output from the pool into a single data structure using +this Queue? + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Other options + :name: other-options + +Traditionally, concurency has been achieved through multiple process +communication and in-process threads, as we've seen + +Another strategy is through micro-threads, implemented via coroutines +and a scheduler + +A coroutine is a generalization of a subroutine which allows multiple +entry points for suspending and resuming execution + +the threading and the multiprocessing modules follow a `preemptive +multitasking +model `__ + +coroutine based solutions follow a `cooperative multitasking +model `__ + +- `http://dabeaz.com/coroutines/, A Curious Course on Coroutines and + Concurrency `__ +- http://en.wikipedia.org/wiki/Coroutine + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: With send(), a generator becomes a coroutine + :name: with-send-a-generator-becomes-a-coroutine + +:: + + def coroutine(n): + try: + while True: + x = (yield) + print n+x + except GeneratorExit: + pass + + targets = [ + coroutine(10), + coroutine(20), + coroutine(30), + ] + + for target in targets: + target.next() + + for i in range(5): + for target in targets: + target.send(i) + + +http://dabeaz.com/coroutines/Coroutines.pdf + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Packages using coroutines for micro threads + :name: packages-using-coroutines-for-micro-threads + +By "jumping" to parallel coroutines, our application can simulate true +threads. + +Creating the scheduler which does the jumping is an exercise for the +reader, but look into these packages which handle the dirty work + +- https://pypi.python.org/pypi/greenlet - interface for creating + coroutine based microthreads +- http://eventlet.net/ - a concurrent networking library, based on + greenlet. Developed for Second Life +- http://www.gevent.org - forked from eventlet. Built on top of + greenlet and libevent, a portable event loop with strong OS support +- Python 3.4+ : the asyncio module + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Distributed programming + :name: distributed-programming + +A distributed system is one in which components located on networked +computers communicate and coordinate their actions by passing messages + +There are lots of ways to do this at different layers. MPI, \*-RPC, +Pyro, ... + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Celery + :name: celery + +"Celery is an asynchronous task queue/job queue based on distributed +message passing" + +Provides an API for defining tasks, and retrieving results from those +tasks + +Messages are passed via a "message broker", of which Celery supports +several: + +- RabbitMQ (default) +- Redis +- MongoDB +- Amazon SQS +- ... + +Celery worker processes are run on compute nodes, while the main process +farms jobs out to them. http://www.celeryproject.org/ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Celery in one minute + :name: celery-in-one-minute + +:: + + # tasks.py + + from celery import Celery + + celery = Celery('tasks', backend="amqp", broker='amqp://guest@localhost//') + + @celery.task + def add(x, y): + return x + y + +:: + + % celery -A tasks worker --loglevel=INFO -c 4 + +:: + + from tasks import add + result = add.delay(2,3) + print result.get() + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Questions? + :name: questions + +.. raw:: html + +
          + +.. raw:: html + +
          + +`← <#>`__ `→ <#>`__ + +.. raw:: html + +
          + + / + +.. raw:: html + +
          + +.. |image0| image:: images/OPP.0108.gif + :width: 60.0% +.. |image1| image:: images/gil.png + :width: 100.0% +.. |image2| image:: images/killGIL.jpg + :width: 500px +.. |image3| image:: images/x2.png +.. |image4| image:: images/flags.jpg + diff --git a/slides_sources/build/slides/html_slides/09-profiling.html b/slides_sources/build/slides/html_slides/09-profiling.html new file mode 100644 index 0000000..f1ab09c --- /dev/null +++ b/slides_sources/build/slides/html_slides/09-profiling.html @@ -0,0 +1,657 @@ + + + + + + + + Python300 week 09, profiling + + + + + + + + + + + + + + + + + + + + + + + +
          + +
          +

          System Development with Python

          +

          Week 9 :: profiling

          +

          Joseph Sheedy

          +

          joseph.sheedy@gmail.com

          +

          Git repository: https://github.com/UWPCE-PythonCert/SystemDevelopment2015

          +
          + +
          +

          Performance and Profiling

          +

          Today's topics

          +
            +
          • Determining performance objectives +
          • Measuring performance a.k.a. profiling +
          • Performance optimizations +
          +
          + +
          +

          What is software profiling?

          +

          The act of using instrumentation to objectively measure the performance of your application +

          "Performance" can be a measure of any of the following: +

            +
          • resource use (CPU, memory) +
          • frequency or duration of function calls +
          • wall clock execution time of part or all of your application +
          +

          Collecting this data involves instrumentating the code. In Python, this happens at runtime. +

          The instrumentation creates overhead, so it has a performance cost +

          The output data (a "profile") will be a statistical summary of the execution of functions +

          + +
          +

          An optimization strategy

          +

          +

            +
          1. Write the code for maintainability / readability +
          2. Test for correctness +
          3. Collect profile data +
          4. If it is fast enough, quit. your job here is done. +
          5. Else optimize the most expensive parts based on profiling data +
          6. Repeat from 2) +
          +

          +
          + +
          +
          +

          + Programmers waste enormous amounts of time thinking about, or worrying about, the speed of noncritical parts of their programs, and these attempts at efficiency actually have a strong negative impact when debugging and maintenance are considered. We should forget about small efficiencies, say about 97% of the time: premature optimization is the root of all evil. +

          + -Donald Knuth +
          + http://c2.com/cgi/wiki?PrematureOptimization + http://c2.com/cgi/wiki?ProfileBeforeOptimizing +
          + + +
          +

          Big O notation

          +

          The efficency of an algorithm is often described in “big O” notation. +

          The letter O is used because the growth rate of a function is also referred to as Order of the function +

          It describes how an algorithm behaves in terms of resource use as a function of amount of input data +

          O(1) - (Constant performance) Execution time stays constant regardless of how much data is supplied +
          Example: adding to dicts +

          O(n) - Time goes up linearly with number of items. +
          Example: scanning lists +

          O(n2) - Time goes up quadratically with number of items. +
          Example: bubble sort, worst case +

          O(log(n)) - goes up with the log of number of items +
          Example: bisection search +

          Reference: TimeComplexity of operations on Python containers +

          + +
          +

          Big O notation

          + + +
          + +
          +

          Measuring time with a stopwatch

          +

          One way to measure performance is with a stopwatch. +

          Start the clock when a unit of code such as a function begins, and stop it when the code returns +

          This is a the simplest method, and we can instrument our code to start and stop the clock. +

          Like most timing benchmarks, data obtained is valid only for the particular test environment (machine/OS/Python version..) +

          Relative timings may be valid across systems, but can also diverge +

          For instance a run on a machine with fast network and slow disk may produce much different results on a system with slow network and fast disk +

          + +
          +

          time.clock() / time.time()

          +

          Using the time module as a profiling decorator

          +

          time.time() returns the unix system time (wall clock time) +

          time.clock() returns the CPU time of the current process +

          Precision is system dependent +

          See examples/timer/timer_test.py

          + 
          import time
+
+def timer(func):
+    def timer(*args, **kwargs):
+        """a decorator which prints execution time of the decorated function"""
+        t1 = time.time()
+        result = func(*args, **kwargs)
+        t2 = time.time()
+        print "-- executed %s in %.4f seconds" % (func.func_name, (t2 - t1))
+        return result
+    return timer
+
+@timer
+def expensive_function():
+    time.sleep(1)
+
+@timer
+def less_expensive_function():
+    time.sleep(.02)
+
+expensive_function()
+less_expensive_function()
          +
          + +
          +

          timeit

          +

          Used for testing small bits of code

          +

          Use to test hypotheses about efficiency of algorithms and Python idioms

          +

          Will run the given statement many times and calculate the average execution time

          +

          Can be run from the command line: + + 

          python -m timeit '"-".join(str(n) for n in range(100))'
          +

          + http://docs.python.org/library/timeit.html + +

          (See the timeit.py source)

          +
          + +
          +

          timeit command line interface

          +

          options

          +
            +
          • -nN: execute the given statement N times in a loop. If this value is not given, a fitting value is chosen. + +
          • -rR: repeat the loop iteration R times and take the best result. Default: 3 + +
          • -t: use time.time to measure the time, which is the default on Unix. This function measures wall time. + +
          • -c: use time.clock to measure the time, which is the default on Windows and measures wall time. + On Unix, resource.getrusage is used instead and returns the CPU user time. + +
          • -pP: use a precision of P digits to display the timing result. Default: 3 +
          + 
          $ python -m timeit -n 1000 -t "len([x**2 for x in range(1000)])"
          +
          + +
          +

          timeit

          + +

          timeit can also be imported as a module +

          http://docs.python.org/2/library/timeit.html#timeit.timeit +

          timeit.timeit(stmt='pass', setup='pass', timer=<default timer>, number=1000000) +

          The setup kwarg contains a string of Python code to execute before the loops start, so that code is not part of the test + 

          import timeit
+statement = "char in text"
+setup_code = """text = "sample string";char = "g" """
+timeit.timeit(statement, setup=setup_code)
          +
          +
          +

          timeit via iPython magic

          +

          Note that the code is passed without quoting it +

          + 

          %timeit pass
+
+u = None
+
+%timeit u is None
+
+%timeit -r 4 u == None
+
+import time
+
+%timeit -n1 time.sleep(2)
+
+%timeit -n 10000 "f" in "food"
          +

          + + +

          +

          + http://ipython.org/ipython-doc/dev/api/generated/IPython.core.magics.execution.html?highlight=timeit#IPython.core.magics.execution.ExecutionMagics.timeit + +

          +
          + +
          +

          Exercise

          +

          We just tried determining if a character exists in a string: + 

          statement = "'f' in 'food'"
+timeit.timeit(statement)
          +

          Run timeit with an alternative statement: + 

          statement2 = "'food'.find('f') >= 0"
+timeit.timeit(statement2)
          +

          Which is faster? Why? + +

          + +
          +

          Getting more detailed with Profiling

          +

          A profiler takes measurements of runtime performance and summarizes results into a profile report

          +

          Reported metrics could include +

            +
          • Memory used over time +
          • Memory allocated per function +
          • Frequency of function calls +
          • Duration of function calls +
          • Cumulative time spent in subfunction calls +
          +
          + +
          +

          Python's builtin profiler

          +

          Python comes with a few profiling modules

          +
            +
          • profile - older, pure Python. If you need to extend the profiler, this might be good. Otherwise, it's slow. +
          • cProfile - same API as profile, but written in C for less overhead +
          • hotshot - deprecated, still used sometimes. Emphasis on low overhead. +
          +

          + http://docs.python.org/2/library/profile.html +

          + http://docs.python.org/2/library/hotshot.html +

          + +
          + +
          +

          cProfiler

          +

          Can be run as a module on an entire application + 

          python -m cProfile [-o output_file] [-s sort_order] integrate_main.py
+
+11111128 function calls in 8.283 seconds
+
+Ordered by: standard name
+
+ncalls  tottime  percall  cumtime  percall filename:lineno(function)
+  1    0.000    0.000    0.000    0.000   integrate.py:1()
+11111110    2.879    0.000    2.879    0.000   integrate.py:1(f)
+[....]
          +
            +
          • ncalls: number of calls +
          • tottime: total time spent in function, excluding time in sub-functions +
          • percall: tottime / ncalls +
          • cumtime: total time spent in function, including time in sub-functions +
          • percall: cumtime / ncalls +
          • filename:lineno: location of function +
          + +
          + +
          +

          A more complex profile

          +

          The amount of data in the previous example is readable, so now we'll look at the output from a more complex application: examples/pygame/swarm.py +

          This program consists of calculating the gravitational acceleration of bodies around a central mass and displaying them +

          There are two major consumers of resources: one is our own code calculating the physics, the other is pygame drawing the results on the screen +

          Our goal is to figure out whether the major bottleneck is in our own logic or in the pygame operations +

          A simple way to get data for our own code is + 

          python -m cProfile swarm.py  &> /tmp/output.txt
+grep swarm.py /tmp/output.txt
+
          +

          +
          + +
          +

          cProfiler

          +

          Can run a single line of code similar to timeit: + 

          
+          cProfile.run('None is None')
+
          +

          Or from our old demo app examples/wikidef : + 

          
+          cProfile.run("Definitions.article('python')")
+
          + +
          + +
          +

          Analyzing profile data

          +

          + output to a binary dump with -o <filename> +

          +

          While doing performance work, save your profiles for comparison later

          +

          This helps ensure that any changes do actually increase performance +

          A profile dump file can be read with pstats + 

          python -m pstats
          +
          +
          +

          pstats

          + 
          python -m cProfile -o prof_dump  ./define.py Robot
+python -m pstats
+% read prof_dump
+
+# show stats:
+prof_dump% stats
+
+# only the top 5 results:
+prof_dump% stats 5
+
+# sort by cumulative time:
+prof_dump% sort cumulative
+
+# shorten long filenames for display:
+prof_dump% strip
+# show results again:
+prof_dump% stats 5
          + +
          +
          +

          pstats

          +

          + pstats also has method calls: +

          + 
          import pstats
+p = pstats.Stats('prof_dump')
+p.sort_stats('calls', 'cumulative')
+p.print_stats()
+
+# Output can be restricted via arguments to print_stats().
+# Each restriction is either an integer (to select a count of lines),
+# a decimal fraction between 0.0 and 1.0 inclusive (to select a percentage of lines),
+# or a regular expression (to pattern match the standard name that is printed.
+# If several restrictions are provided, then they are applied sequentially.
+
+p.print_stats(5)
+p.print_stats('./api.py', 4)
+
          +

          + +
          +
          +

          Analyzing profile data

          +

          Inspect only your local code with regular expression syntax: + 

          import pstats
+prof = pstats.Stats('prof_dump')
+prof.sort_stats('cumulative')
+prof.print_stats('^./[a-z]*.py:')
+
          +
          + +
          +

          qcachegrind / kcachegrind

          +

          profiling tool based on Valgrind +

          a runtime instrumentation framework for Linux/x86 +

          Can be used with Python profile data with a profile format conversion +

          Doesn't give all the information that a native valgrind run would provide + 

          # convert python profile to calltree format
+pip install pyprof2calltree
+
+python -m cProfile -o dump.profile integrate_main.py
+pyprof2calltree -i dump.profile -o dump.callgrind
+
          +

          + http://kcachegrind.sourceforge.net/cgi-bin/show.cgi/KcacheGrindCalltreeFormat +

          + +
          +

          Profiling C extensions

          +

          Google Performance Tools can be used to profile C extensions +

          Just call ProfilerStart and ProfilerStop with ctypes around the code you want to profile + 

          import ctypes
+
+libprof = ctypes.CDLL('/usr/local/lib/libprofiler.0.dylib')
+libprof.ProfilerStart('/tmp/out.prof')
+import numpy
+a=numpy.linspace(0,100)
+a*=32432432
+libprof.ProfilerStop('/tmp/out.prof')
+
          +
          # convert the profile to qcachegrind's format with google's pprof tool
+$ pprof --callgrind  ~/virtualenvs/uwpce/lib/python2.7/site-packages/numpy/core/multiarray.so out.prof > output.callgrind
+$ qcachegrind output.callgrind
+
          +
          + +
          +

          Run Snake Run

          +

          A graphical profile viewer for Python +

          Functions are represented by a SquareMap in which square size is proportional to time spent in the function +

          + +

          + + + +
          +

          line profiler

          +

          Thus far, we've seen how to collect data on the performance of functions as atomic units +

          line_profiler is a module for doing line-by-line profiling of functions +

          line_profiler ships with its own profiler, kernprof.py. Enable line-by-line profiling with -l +

          Decorate the function you want to profile with @profile and run

          + 
          # the -v option will display the profile data immediately, instead
+# of just writing it to <filename.py>.lprof
+$ kernprof.py -l -v integrate_main.py
+
+# load the output with
+$ python -m line_profiler integrate_main.py.lprof
+
          + + http://pythonhosted.org/line_profiler/ +
          + +
          +

          pycallgraph

          +

          Sometimes a quick view of the call graph will help +

          Python Call Graph is a Python module that creates call graph visualizations +

          pycallgraph graphviz ./integrate_main.py

          + +
          + +
          +

          memory profilers

          +

          There aren't any great ones +

          one option is heapy, which comes with Guppy, a Python environment for memory profiling + 

          from guppy import hpy; hp=hpy()
+hp
+hp.doc.heap
+hp.heap()
+%run define.py Robot
+hp.heap()
+
          +

          Others +

        • https://pypi.python.org/pypi/memory_profiler +
        • http://mg.pov.lt/objgraph/ +
        • https://launchpad.net/meliae +
        • http://pythonhosted.org/Pympler/muppy.html +
        • http://jmdana.github.io/memprof/ + +
          • + + + +
          +

          boosting Python performance

          + +

          +

            +
          • Overhead in function/method runtime lookup can be significant for small frequent calls. +
          • inlining code or caching function references might help. + See examples/data_aggregation/agg.py +
          • Python string handling idioms: use "".join(list_of_strings) rather than sequential calls to += + See examples/strings/str_concat.py and str_comprehensions.py +
          • using list comprehensions, generator expressions, or map() instead of for loops can be faster (see data_aggregation/loops.py) +
          • Rewrite expensive code as C modules. Use ctypes, Cython, SWIG, ... +
          • Leverage existing domain specific C extension libraries, for instance Numpy for fast array operations. +
          +

          + http://wiki.python.org/moin/PythonSpeed/PerformanceTips/ + +

          + +
          +

          Numpy

          +

          A fast array library

          +

          Numpy provides mechanisms to create and manipulate large arrays in C with a Pythonic interface +

          Advantages: +

            +
          • Faster +
          • Less memory +
          • Data typing +
          • N-d array slicing +
          • Vector operations +
          +

          Many projects involving gridded data use numpy arrays: +

            +
          • PyOpenGL +
          • GDAL (Geospatial Data Abstraction Library) +
          • NetCDF4 (file format for large gridded data sets) +
          • Shapely (for GIS work) +
          • PIL (Python Image Library) +
          + +
          + +
          +

          Numpy

          +

          Numpy arrays can be created by passing a sequence to numpy.array(), or generated from scratch + with methods like zeros(), empty(), arange(), ... +

          Numpy arrays can share data +

          Creating a slice of an array generates a reference to that slice, it does not + copy the data, saving memory and improving performance + 

          import numpy
+# create a 2D array
+x = numpy.array(((1,2,3), (4,5,6), (7,8,9)))
+# take a vertical slice
+y = x[:,1]
+# changing a value in x..
+x[0][1] = 99
+# changes the value in y
+print y[0]
+
          +

          Fast serialization with numpy.tofile() / numpy.fromfile() – Just the raw bytes, no metadata +

          + +
          +

          Numpy

          +

          Operations on a numpy array

          +

          Broadcasting: specifies an operation to broadcast across the array. e.g. + my_array*3 will broadcast the (*3) operation on each element, at the C level, not the Python level. +

          See examples/numpy/matrix.py +

          Numpy has a large number of methods for operating on the arrays, for slicing, vector calculations, and statistics +

          + +
          +

          Exercise

          +

          examples/numpy/images.py contains a script to manipulate an image's pixel data with numpy +

          Before saving a new copy of the image, mirror the image either horizontally or vertically +

          + + +
          +

          Managing memory

          +

          Don’t forget memory: +

          Processors are fast +

          It can take longer to push the memory around than do the computation +

          So keep in in mind for big data sets: +

          Use the right data structures +

          Use efficient algorithms +

          Use generators, rather than lists: xrange, ... +

          Use iterators to pull in the data you need from databases, sockets, files, ... +

          + + + + +
          +

          Questions?

          +
          + + + + + + +
          + ← + → +
          + + +

          + + / + +

          + + + + +
          + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/slides_sources/build/slides/html_slides/09-profiling.rst b/slides_sources/build/slides/html_slides/09-profiling.rst new file mode 100644 index 0000000..1a4bb40 --- /dev/null +++ b/slides_sources/build/slides/html_slides/09-profiling.rst @@ -0,0 +1,986 @@ +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: System Development with Python + :name: system-development-with-python + +.. rubric:: Week 9 :: profiling + :name: week-9-profiling + +Joseph Sheedy + +*joseph.sheedy@gmail.com* + +Git repository: +https://github.com/UWPCE-PythonCert/SystemDevelopment2015 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Performance and Profiling + :name: performance-and-profiling + +.. rubric:: Today's topics + :name: todays-topics + +- Determining performance objectives +- Measuring performance a.k.a. profiling +- Performance optimizations + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: What is software profiling? + :name: what-is-software-profiling + +The act of using instrumentation to objectively measure the performance +of your application + +"Performance" can be a measure of any of the following: + +- resource use (CPU, memory) +- frequency or duration of function calls +- wall clock execution time of part or all of your application + +Collecting this data involves instrumentating the code. In Python, this +happens at runtime. + +The instrumentation creates overhead, so it has a performance cost + +The output data (a "profile") will be a statistical summary of the +execution of functions + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: An optimization strategy + :name: an-optimization-strategy + +#. Write the code for maintainability / readability +#. Test for correctness +#. Collect profile data +#. If it is fast enough, quit. your job here is done. +#. Else optimize the most expensive parts based on profiling data +#. Repeat from 2) + +.. raw:: html + +
          + +.. raw:: html + +
          + + Programmers waste enormous amounts of time thinking about, or + worrying about, the speed of noncritical parts of their programs, + and these attempts at efficiency actually have a strong negative + impact when debugging and maintenance are considered. We should + forget about small efficiencies, say about 97% of the time: + premature optimization is the root of all evil. + + *-Donald Knuth* + +http://c2.com/cgi/wiki?PrematureOptimization +http://c2.com/cgi/wiki?ProfileBeforeOptimizing + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Big O notation + :name: big-o-notation + +The efficency of an algorithm is often described in “big O” notation. + +The letter O is used because the growth rate of a function is also +referred to as Order of the function + +It describes how an algorithm behaves in terms of resource use as a +function of amount of input data + +| O(1) - (Constant performance) Execution time stays constant regardless + of how much data is supplied +| Example: adding to dicts + +| O(n) - Time goes up linearly with number of items. +| Example: scanning lists + +| O(n\ :sup:`2`) - Time goes up quadratically with number of items. +| Example: bubble sort, worst case + +| O(log(n)) - goes up with the log of number of items +| Example: bisection search + +Reference: +`TimeComplexity `__ of +operations on Python containers + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Big O notation + :name: big-o-notation-1 + +|image0| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Measuring time with a stopwatch + :name: measuring-time-with-a-stopwatch + +One way to measure performance is with a stopwatch. + +Start the clock when a unit of code such as a function begins, and stop +it when the code returns + +This is a the simplest method, and we can instrument our code to start +and stop the clock. + +Like most timing benchmarks, data obtained is valid only for the +particular test environment (machine/OS/Python version..) + +Relative timings may be valid across systems, but can also diverge + +For instance a run on a machine with fast network and slow disk may +produce much different results on a system with slow network and fast +disk + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: time.clock() / time.time() + :name: time.clock-time.time + +Using the time module as a profiling decorator + +time.time() returns the unix system time (wall clock time) + +time.clock() returns the CPU time of the current process + +Precision is system dependent + +See examples/timer/timer\_test.py + +:: + + import time + + def timer(func): + def timer(*args, **kwargs): + """a decorator which prints execution time of the decorated function""" + t1 = time.time() + result = func(*args, **kwargs) + t2 = time.time() + print "-- executed %s in %.4f seconds" % (func.func_name, (t2 - t1)) + return result + return timer + + @timer + def expensive_function(): + time.sleep(1) + + @timer + def less_expensive_function(): + time.sleep(.02) + + expensive_function() + less_expensive_function() + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: timeit + :name: timeit + +Used for testing small bits of code + +Use to test hypotheses about efficiency of algorithms and Python idioms + +Will run the given statement many times and calculate the average +execution time + +Can be run from the command line: + +:: + + python -m timeit '"-".join(str(n) for n in range(100))' + +http://docs.python.org/library/timeit.html + +(See the `timeit.py +source `__) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: timeit command line interface + :name: timeit-command-line-interface + +options + +- -nN: execute the given statement N times in a loop. If this value is + not given, a fitting value is chosen. +- -rR: repeat the loop iteration R times and take the best result. + Default: 3 +- -t: use time.time to measure the time, which is the default on Unix. + This function measures wall time. +- -c: use time.clock to measure the time, which is the default on + Windows and measures wall time. On Unix, resource.getrusage is used + instead and returns the CPU user time. +- -pP: use a precision of P digits to display the timing result. + Default: 3 + +:: + + $ python -m timeit -n 1000 -t "len([x**2 for x in range(1000)])" + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: timeit + :name: timeit-1 + +timeit can also be imported as a module + +http://docs.python.org/2/library/timeit.html#timeit.timeit + +timeit.timeit(stmt='pass', setup='pass', timer=, +number=1000000) + +The setup kwarg contains a string of Python code to execute before the +loops start, so that code is not part of the test + +:: + + import timeit + statement = "char in text" + setup_code = """text = "sample string";char = "g" """ + timeit.timeit(statement, setup=setup_code) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: timeit via iPython magic + :name: timeit-via-ipython-magic + +Note that the code is passed without quoting it + +:: + + %timeit pass + + u = None + + %timeit u is None + + %timeit -r 4 u == None + + import time + + %timeit -n1 time.sleep(2) + + %timeit -n 10000 "f" in "food" + +http://ipython.org/ipython-doc/dev/api/generated/IPython.core.magics.execution.html?highlight=timeit#IPython.core.magics.execution.ExecutionMagics.timeit + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Exercise + :name: exercise + +We just tried determining if a character exists in a string: + +:: + + statement = "'f' in 'food'" + timeit.timeit(statement) + +Run timeit with an alternative statement: + +:: + + statement2 = "'food'.find('f') >= 0" + timeit.timeit(statement2) + +Which is faster? Why? + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Getting more detailed with Profiling + :name: getting-more-detailed-with-profiling + +A profiler takes measurements of runtime performance and summarizes +results into a profile report + +Reported metrics could include + +- Memory used over time +- Memory allocated per function +- Frequency of function calls +- Duration of function calls +- Cumulative time spent in subfunction calls + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Python's builtin profiler + :name: pythons-builtin-profiler + +Python comes with a few profiling modules + +- profile - older, pure Python. If you need to extend the profiler, + this might be good. Otherwise, it's slow. +- cProfile - same API as profile, but written in C for less overhead +- hotshot - deprecated, still used sometimes. Emphasis on low overhead. + +http://docs.python.org/2/library/profile.html + +http://docs.python.org/2/library/hotshot.html + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: cProfiler + :name: cprofiler + +Can be run as a module on an entire application + +:: + + python -m cProfile [-o output_file] [-s sort_order] integrate_main.py + + 11111128 function calls in 8.283 seconds + + Ordered by: standard name + + ncalls tottime percall cumtime percall filename:lineno(function) + 1 0.000 0.000 0.000 0.000 integrate.py:1() + 11111110 2.879 0.000 2.879 0.000 integrate.py:1(f) + [....] + +- ncalls: number of calls +- tottime: total time spent in function, excluding time in + sub-functions +- percall: tottime / ncalls +- cumtime: total time spent in function, including time in + sub-functions +- percall: cumtime / ncalls +- filename:lineno: location of function + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: A more complex profile + :name: a-more-complex-profile + +The amount of data in the previous example is readable, so now we'll +look at the output from a more complex application: +examples/pygame/swarm.py + +This program consists of calculating the gravitational acceleration of +bodies around a central mass and displaying them + +There are two major consumers of resources: one is our own code +calculating the physics, the other is pygame drawing the results on the +screen + +Our goal is to figure out whether the major bottleneck is in our own +logic or in the pygame operations + +A simple way to get data for our own code is + +:: + + python -m cProfile swarm.py &> /tmp/output.txt + grep swarm.py /tmp/output.txt + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: cProfiler + :name: cprofiler-1 + +Can run a single line of code similar to timeit: + +:: + + cProfile.run('None is None') + + +Or from our old demo app examples/wikidef : + +:: + + cProfile.run("Definitions.article('python')") + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Analyzing profile data + :name: analyzing-profile-data + +output to a binary dump with -o + +While doing performance work, save your profiles for comparison later + +This helps ensure that any changes do actually increase performance + +A profile dump file can be read with pstats + +:: + + python -m pstats + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: pstats + :name: pstats + +:: + + python -m cProfile -o prof_dump ./define.py Robot + python -m pstats + % read prof_dump + + # show stats: + prof_dump% stats + + # only the top 5 results: + prof_dump% stats 5 + + # sort by cumulative time: + prof_dump% sort cumulative + + # shorten long filenames for display: + prof_dump% strip + # show results again: + prof_dump% stats 5 + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: pstats + :name: pstats-1 + +pstats also has method calls: + +:: + + import pstats + p = pstats.Stats('prof_dump') + p.sort_stats('calls', 'cumulative') + p.print_stats() + + # Output can be restricted via arguments to print_stats(). + # Each restriction is either an integer (to select a count of lines), + # a decimal fraction between 0.0 and 1.0 inclusive (to select a percentage of lines), + # or a regular expression (to pattern match the standard name that is printed. + # If several restrictions are provided, then they are applied sequentially. + + p.print_stats(5) + p.print_stats('./api.py', 4) + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Analyzing profile data + :name: analyzing-profile-data-1 + +Inspect only your local code with regular expression syntax: + +:: + + import pstats + prof = pstats.Stats('prof_dump') + prof.sort_stats('cumulative') + prof.print_stats('^./[a-z]*.py:') + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: qcachegrind / kcachegrind + :name: qcachegrind-kcachegrind + +profiling tool based on +`Valgrind `__ + +a runtime instrumentation framework for Linux/x86 + +Can be used with Python profile data with a profile format conversion + +Doesn't give all the information that a native valgrind run would +provide + +:: + + # convert python profile to calltree format + pip install pyprof2calltree + + python -m cProfile -o dump.profile integrate_main.py + pyprof2calltree -i dump.profile -o dump.callgrind + + +http://kcachegrind.sourceforge.net/cgi-bin/show.cgi/KcacheGrindCalltreeFormat + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Profiling C extensions + :name: profiling-c-extensions + +`Google Performance Tools `__ can +be used to profile C extensions + +Just call ProfilerStart and ProfilerStop with ctypes around the code you +want to profile + +:: + + import ctypes + + libprof = ctypes.CDLL('/usr/local/lib/libprofiler.0.dylib') + libprof.ProfilerStart('/tmp/out.prof') + import numpy + a=numpy.linspace(0,100) + a*=32432432 + libprof.ProfilerStop('/tmp/out.prof') + +:: + + # convert the profile to qcachegrind's format with google's pprof tool + $ pprof --callgrind ~/virtualenvs/uwpce/lib/python2.7/site-packages/numpy/core/multiarray.so out.prof > output.callgrind + $ qcachegrind output.callgrind + + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Run Snake Run + :name: run-snake-run + +A graphical profile viewer for Python + +Functions are represented by a +`SquareMap `__ in which square +size is proportional to time spent in the function + +|image1| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: line profiler + :name: line-profiler + +Thus far, we've seen how to collect data on the performance of functions +as atomic units + +line\_profiler is a module for doing line-by-line profiling of functions + +line\_profiler ships with its own profiler, kernprof.py. Enable +line-by-line profiling with -l + +Decorate the function you want to profile with @profile and run + +:: + + # the -v option will display the profile data immediately, instead + # of just writing it to .lprof + $ kernprof.py -l -v integrate_main.py + + # load the output with + $ python -m line_profiler integrate_main.py.lprof + + +http://pythonhosted.org/line_profiler/ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: pycallgraph + :name: pycallgraph + +Sometimes a quick view of the call graph will help + +Python Call Graph is a Python module that creates call graph +visualizations + +pycallgraph graphviz ./integrate\_main.py + +|image2| + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: memory profilers + :name: memory-profilers + +There aren't any great ones + +one option is heapy, which comes with Guppy, a Python environment for +memory profiling + +:: + + from guppy import hpy; hp=hpy() + hp + hp.doc.heap + hp.heap() + %run define.py Robot + hp.heap() + + +Others +https://pypi.python.org/pypi/memory_profiler +http://mg.pov.lt/objgraph/ +https://launchpad.net/meliae +http://pythonhosted.org/Pympler/muppy.html +http://jmdana.github.io/memprof/ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: boosting Python performance + :name: boosting-python-performance + +- Overhead in function/method runtime lookup can be significant for + small frequent calls. +- inlining code or caching function references might help. See + examples/data\_aggregation/agg.py +- Python string handling idioms: use "".join(list\_of\_strings) rather + than sequential calls to += See examples/strings/str\_concat.py and + str\_comprehensions.py +- using list comprehensions, generator expressions, or map() instead of + for loops can be faster (see data\_aggregation/loops.py) +- Rewrite expensive code as C modules. Use ctypes, Cython, SWIG, ... +- Leverage existing domain specific C extension libraries, for instance + Numpy for fast array operations. + +http://wiki.python.org/moin/PythonSpeed/PerformanceTips/ + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Numpy + :name: numpy + +.. rubric:: A fast array library + :name: a-fast-array-library + +Numpy provides mechanisms to create and manipulate large arrays in C +with a Pythonic interface + +Advantages: + +- Faster +- Less memory +- `Data + typing `__ +- N-d array slicing +- Vector operations + +Many projects involving gridded data use numpy arrays: + +- PyOpenGL +- GDAL (Geospatial Data Abstraction Library) +- NetCDF4 (file format for large gridded data sets) +- Shapely (for GIS work) +- PIL (Python Image Library) + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Numpy + :name: numpy-1 + +Numpy arrays can be created by passing a sequence to numpy.array(), or +generated from scratch with methods like zeros(), empty(), arange(), ... + +Numpy arrays can share data + +Creating a slice of an array generates a reference to that slice, it +does not copy the data, saving memory and improving performance + +:: + + import numpy + # create a 2D array + x = numpy.array(((1,2,3), (4,5,6), (7,8,9))) + # take a vertical slice + y = x[:,1] + # changing a value in x.. + x[0][1] = 99 + # changes the value in y + print y[0] + + +Fast serialization with numpy.tofile() / numpy.fromfile() – Just the raw +bytes, no metadata + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Numpy + :name: numpy-2 + +Operations on a numpy array + +Broadcasting: specifies an operation to broadcast across the array. e.g. +``my_array*3`` will broadcast the (\*3) operation on each element, at +the C level, not the Python level. + +See examples/numpy/matrix.py + +Numpy has a `large number of +methods `__ for +operating on the arrays, for slicing, vector calculations, and +statistics + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Exercise + :name: exercise-1 + +examples/numpy/images.py contains a script to manipulate an image's +pixel data with numpy + +Before saving a new copy of the image, mirror the image either +horizontally or vertically + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Managing memory + :name: managing-memory + +Don’t forget memory: + +Processors are fast + +It can take longer to push the memory around than do the computation + +So keep in in mind for big data sets: + +Use the right data structures + +Use efficient algorithms + +Use generators, rather than lists: xrange, ... + +Use iterators to pull in the data you need from databases, sockets, +files, ... + +.. raw:: html + +
          + +.. raw:: html + +
          + +.. rubric:: Questions? + :name: questions + +.. raw:: html + +
          + +.. raw:: html + +
          + +`← <#>`__ `→ <#>`__ + +.. raw:: html + +
          + + / + +.. raw:: html + +
          + +.. |image0| image:: images/big_o.png + :width: 90.0% +.. |image1| image:: images/runsnake.png +.. |image2| image:: images/pycallgraph.png + :width: 60.0% diff --git a/slides_sources/build/slides/html_slides/deckjs/CHANGELOG.md b/slides_sources/build/slides/html_slides/deckjs/CHANGELOG.md new file mode 100644 index 0000000..6645baa --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/CHANGELOG.md @@ -0,0 +1,10 @@ +# Changelog + +## v1.1.0 + +- Expand `beforeInit` event to allow halting of init event. +- Create alternative init signature with single options object using new `options.selectors.slides` option. +- Added methods `getTopLevelSlides` and `getNestedSlides`. +- Integrated hash plugin into core. +- Allow for touch swiping to be axis specific or disabled. +- Include ARIA attribute considerations in core and extensions. diff --git a/slides_sources/build/slides/html_slides/deckjs/MIT-license.txt b/slides_sources/build/slides/html_slides/deckjs/MIT-license.txt new file mode 100644 index 0000000..3eec286 --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/MIT-license.txt @@ -0,0 +1,21 @@ +The MIT License + +Copyright (c) 2011-2014 Caleb Troughton + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. diff --git a/slides_sources/build/slides/html_slides/deckjs/Makefile b/slides_sources/build/slides/html_slides/deckjs/Makefile new file mode 100644 index 0000000..04076c2 --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/Makefile @@ -0,0 +1,12 @@ +SASSOPTS=--scss --style expanded + +default: generate + +generate: + sass --update ${SASSOPTS} . + +force: + sass --update ${SASSOPTS} --force . + +watch: + sass --watch ${SASSOPTS} . diff --git a/slides_sources/build/slides/html_slides/deckjs/README.md b/slides_sources/build/slides/html_slides/deckjs/README.md new file mode 100644 index 0000000..31931b4 --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/README.md @@ -0,0 +1,60 @@ +#deck.js + +A JavaScript library for building modern HTML presentations. deck.js is flexible enough to let advanced CSS and JavaScript authors craft highly customized decks, but also provides templates and themes for the HTML novice to build a standard slideshow. + +## Quick Start + +This repository includes a `boilerplate.html` as a starting point, with all the extensions included. Just [download it](https://github.com/imakewebthings/deck.js/archive/latest.zip), open `boilerplate.html`, and start editing your slides. + +## Documentation + +Check out the [documentation page](http://imakewebthings.github.com/deck.js/docs) for more information on the methods, events, and options available in core and all the included extensions. A sample standard slide deck is included in the package under the `introduction` folder. You can also [view that sample deck](http://imakewebthings.github.com/deck.js/introduction) online to play with the available style and transition themes. + +## Extensions, Themes, and Related Projects + +Take a look at [the wiki](https://github.com/imakewebthings/deck.js/wiki) for lists of extensions, themes, and other related goodies. If you have a publicly available project of your own, feel free to add to the list. + +## Dependencies (included in this repository) + +- [jQuery](http://jquery.com) +- [Modernizr](http://modernizr.com) + +## Tests & Support + +Unit tests are written with [Jasmine](http://pivotal.github.com/jasmine/) and [jasmine-jquery](https://github.com/velesin/jasmine-jquery). You can [run them here](http://imakewebthings.github.com/deck.js/test). + +deck.js has been tested with jQuery 1.6+ and works in IE7+, Chrome, FF, Safari, and Opera. The more capable browsers receive greater enhancements, but a basic cutaway slideshow will work for all browsers listed above. Please don't give your presentations in IE6. + +For any questions or general discussion about deck.js please direct your attention to the [mailing list](http://groups.google.com/group/deckjs) (uses Google groups.) If you would like to report a bug, please see the [issues page](https://github.com/imakewebthings/deck.js/issues). + +## Printing + +Core includes stripped down black and white print styles for the standard slide template that is suitable for handouts. + +## Awesome Contributors + +- [jbuck](https://github.com/jbuck) +- [cykod](https://github.com/cykod) +- [dougireton](https://github.com/dougireton) +- [awirick](https://github.com/awirick) +- Daniel Knittl-Frank +- [alexch](https://github.com/alexch) +- [twitwi](https://github.com/twitwi) + +If you would like to contribute a patch to deck.js please do as much as you can of the following: + +- Add or amend Jasmine tests. +- Add inline documentation. +- If the standard snippet of an extension changes, please change it in both the introduction deck and the snippet html in the extension folder. +- If the API changes, it would be awesome to receive a parallel pull request to the gh-pages branch which updates the public-facing documentation. + +## License + +Copyright (c) 2011-2014 Caleb Troughton + +Licensed under the [MIT license](https://github.com/imakewebthings/deck.js/blob/master/MIT-license.txt) + +## Donations + +[![Gittip donate +button](http://img.shields.io/gittip/imakewebthings.png)](https://www.gittip.com/imakewebthings/ "Donate weekly to this project using Gittip") diff --git a/slides_sources/build/slides/html_slides/deckjs/core/deck.core.css b/slides_sources/build/slides/html_slides/deckjs/core/deck.core.css new file mode 100644 index 0000000..da619cb --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/core/deck.core.css @@ -0,0 +1,60 @@ +html, body { + height: 100%; + padding: 0; + margin: 0; +} + +.deck-container { + position: relative; + min-height: 100%; + margin: 0 auto; + overflow: hidden; + overflow-y: auto; +} +.js .deck-container { + visibility: hidden; +} +.ready .deck-container { + visibility: visible; +} +.touch .deck-container { + -webkit-text-size-adjust: none; + -moz-text-size-adjust: none; +} + +.deck-loading { + display: none; +} + +.slide { + width: auto; + min-height: 100%; + position: relative; +} + +.deck-before, .deck-previous, .deck-next, .deck-after { + position: absolute; + left: -999em; + top: -999em; +} + +.deck-current { + z-index: 2; +} + +.slide .slide { + visibility: hidden; + position: static; + min-height: 0; +} + +.deck-child-current { + position: static; + z-index: 2; +} +.deck-child-current .slide { + visibility: hidden; +} +.deck-child-current .deck-previous, .deck-child-current .deck-before, .deck-child-current .deck-current { + visibility: visible; +} diff --git a/slides_sources/build/slides/html_slides/deckjs/core/deck.core.js b/slides_sources/build/slides/html_slides/deckjs/core/deck.core.js new file mode 100644 index 0000000..a8adefe --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/core/deck.core.js @@ -0,0 +1,748 @@ +/*! +Deck JS - deck.core +Copyright (c) 2011-2014 Caleb Troughton +Dual licensed under the MIT license. +https://github.com/imakewebthings/deck.js/blob/master/MIT-license.txt +*/ + +/* +The deck.core module provides all the basic functionality for creating and +moving through a deck. It does so by applying classes to indicate the state of +the deck and its slides, allowing CSS to take care of the visual representation +of each state. It also provides methods for navigating the deck and inspecting +its state, as well as basic key bindings for going to the next and previous +slides. More functionality is provided by wholly separate extension modules +that use the API provided by core. +*/ +(function($, undefined) { + var slides, currentIndex, $container, $fragmentLinks; + + var events = { + /* + This event fires at the beginning of a slide change, before the actual + change occurs. Its purpose is to give extension authors a way to prevent + the slide change from occuring. This is done by calling preventDefault + on the event object within this event. If that is done, the deck.change + event will never be fired and the slide will not change. + */ + beforeChange: 'deck.beforeChange', + + /* + This event fires whenever the current slide changes, whether by way of + next, prev, or go. The callback function is passed two parameters, from + and to, equal to the indices of the old slide and the new slide + respectively. If preventDefault is called on the event within this handler + the slide change does not occur. + + $(document).bind('deck.change', function(event, from, to) { + alert('Moving from slide ' + from + ' to ' + to); + }); + */ + change: 'deck.change', + + /* + This event fires at the beginning of deck initialization. This event makes + a good hook for preprocessing extensions looking to modify the DOM before + the deck is fully initialized. It is also possible to halt the deck.init + event from firing while you do things in beforeInit. This can be done by + calling lockInit on the event object passed to this event. The init can be + released by calling releaseInit. + + $(document).bind('deck.beforeInit', function(event) { + event.lockInit(); // halts deck.init event + window.setTimeout(function() { + event.releaseInit(); // deck.init will now fire 2 seconds later + }, 2000); + }); + + The init event will be fired regardless of locks after + options.initLockTimeout milliseconds. + */ + beforeInitialize: 'deck.beforeInit', + + /* + This event fires at the end of deck initialization. Extensions should + implement any code that relies on user extensible options (key bindings, + element selectors, classes) within a handler for this event. Native + events associated with Deck JS should be scoped under a .deck event + namespace, as with the example below: + + var $d = $(document); + $.deck.defaults.keys.myExtensionKeycode = 70; // 'h' + $d.bind('deck.init', function() { + $d.bind('keydown.deck', function(event) { + if (event.which === $.deck.getOptions().keys.myExtensionKeycode) { + // Rock out + } + }); + }); + */ + initialize: 'deck.init' + }; + + var options = {}; + var $document = $(document); + var $window = $(window); + var stopPropagation = function(event) { + event.stopPropagation(); + }; + + var updateContainerState = function() { + var oldIndex = $container.data('onSlide'); + $container.removeClass(options.classes.onPrefix + oldIndex); + $container.addClass(options.classes.onPrefix + currentIndex); + $container.data('onSlide', currentIndex); + }; + + var updateChildCurrent = function() { + var $oldCurrent = $('.' + options.classes.current); + var $oldParents = $oldCurrent.parentsUntil(options.selectors.container); + var $newCurrent = slides[currentIndex]; + var $newParents = $newCurrent.parentsUntil(options.selectors.container); + $oldParents.removeClass(options.classes.childCurrent); + $newParents.addClass(options.classes.childCurrent); + }; + + var removeOldSlideStates = function() { + var $all = $(); + $.each(slides, function(i, el) { + $all = $all.add(el); + }); + $all.removeClass([ + options.classes.before, + options.classes.previous, + options.classes.current, + options.classes.next, + options.classes.after + ].join(' ')); + }; + + var addNewSlideStates = function() { + slides[currentIndex].addClass(options.classes.current); + if (currentIndex > 0) { + slides[currentIndex-1].addClass(options.classes.previous); + } + if (currentIndex + 1 < slides.length) { + slides[currentIndex+1].addClass(options.classes.next); + } + if (currentIndex > 1) { + $.each(slides.slice(0, currentIndex - 1), function(i, $slide) { + $slide.addClass(options.classes.before); + }); + } + if (currentIndex + 2 < slides.length) { + $.each(slides.slice(currentIndex+2), function(i, $slide) { + $slide.addClass(options.classes.after); + }); + } + }; + + var setAriaHiddens = function() { + $(options.selectors.slides).each(function() { + var $slide = $(this); + var isSub = $slide.closest('.' + options.classes.childCurrent).length; + var isBefore = $slide.hasClass(options.classes.before) && !isSub; + var isPrevious = $slide.hasClass(options.classes.previous) && !isSub; + var isNext = $slide.hasClass(options.classes.next); + var isAfter = $slide.hasClass(options.classes.after); + var ariaHiddenValue = isBefore || isPrevious || isNext || isAfter; + $slide.attr('aria-hidden', ariaHiddenValue); + }); + }; + + var updateStates = function() { + updateContainerState(); + updateChildCurrent(); + removeOldSlideStates(); + addNewSlideStates(); + if (options.setAriaHiddens) { + setAriaHiddens(); + } + }; + + var initSlidesArray = function(elements) { + if ($.isArray(elements)) { + $.each(elements, function(i, element) { + slides.push($(element)); + }); + } + else { + $(elements).each(function(i, element) { + slides.push($(element)); + }); + } + }; + + var bindKeyEvents = function() { + var editables = [ + 'input', + 'textarea', + 'select', + 'button', + 'meter', + 'progress', + '[contentEditable]' + ].join(', '); + + $document.unbind('keydown.deck').bind('keydown.deck', function(event) { + var isNext = event.which === options.keys.next; + var isPrev = event.which === options.keys.previous; + isNext = isNext || $.inArray(event.which, options.keys.next) > -1; + isPrev = isPrev || $.inArray(event.which, options.keys.previous) > -1; + + if (isNext) { + methods.next(); + event.preventDefault(); + } + else if (isPrev) { + methods.prev(); + event.preventDefault(); + } + }); + + $document.undelegate(editables, 'keydown.deck', stopPropagation); + $document.delegate(editables, 'keydown.deck', stopPropagation); + }; + + var bindTouchEvents = function() { + var startTouch; + var direction = options.touch.swipeDirection; + var tolerance = options.touch.swipeTolerance; + var listenToHorizontal = ({ both: true, horizontal: true })[direction]; + var listenToVertical = ({ both: true, vertical: true })[direction]; + + $container.unbind('touchstart.deck'); + $container.bind('touchstart.deck', function(event) { + if (!startTouch) { + startTouch = $.extend({}, event.originalEvent.targetTouches[0]); + } + }); + + $container.unbind('touchmove.deck'); + $container.bind('touchmove.deck', function(event) { + $.each(event.originalEvent.changedTouches, function(i, touch) { + if (!startTouch || touch.identifier !== startTouch.identifier) { + return true; + } + var xDistance = touch.screenX - startTouch.screenX; + var yDistance = touch.screenY - startTouch.screenY; + var leftToRight = xDistance > tolerance && listenToHorizontal; + var rightToLeft = xDistance < -tolerance && listenToHorizontal; + var topToBottom = yDistance > tolerance && listenToVertical; + var bottomToTop = yDistance < -tolerance && listenToVertical; + + if (leftToRight || topToBottom) { + $.deck('prev'); + startTouch = undefined; + } + else if (rightToLeft || bottomToTop) { + $.deck('next'); + startTouch = undefined; + } + return false; + }); + + if (listenToVertical) { + event.preventDefault(); + } + }); + + $container.unbind('touchend.deck'); + $container.bind('touchend.deck', function(event) { + $.each(event.originalEvent.changedTouches, function(i, touch) { + if (startTouch && touch.identifier === startTouch.identifier) { + startTouch = undefined; + } + }); + }); + }; + + var indexInBounds = function(index) { + return typeof index === 'number' && index >=0 && index < slides.length; + }; + + var createBeforeInitEvent = function() { + var event = $.Event(events.beforeInitialize); + event.locks = 0; + event.done = $.noop; + event.lockInit = function() { + ++event.locks; + }; + event.releaseInit = function() { + --event.locks; + if (!event.locks) { + event.done(); + } + }; + return event; + }; + + var goByHash = function(str) { + var id = str.substr(str.indexOf("#") + 1); + + $.each(slides, function(i, $slide) { + if ($slide.attr('id') === id) { + $.deck('go', i); + return false; + } + }); + + // If we don't set these to 0 the container scrolls due to hashchange + if (options.preventFragmentScroll) { + $.deck('getContainer').scrollLeft(0).scrollTop(0); + } + }; + + var assignSlideId = function(i, $slide) { + var currentId = $slide.attr('id'); + var previouslyAssigned = $slide.data('deckAssignedId') === currentId; + if (!currentId || previouslyAssigned) { + $slide.attr('id', options.hashPrefix + i); + $slide.data('deckAssignedId', options.hashPrefix + i); + } + }; + + var removeContainerHashClass = function(id) { + $container.removeClass(options.classes.onPrefix + id); + }; + + var addContainerHashClass = function(id) { + $container.addClass(options.classes.onPrefix + id); + }; + + var setupHashBehaviors = function() { + $fragmentLinks = $(); + $.each(slides, function(i, $slide) { + var hash; + + assignSlideId(i, $slide); + hash = '#' + $slide.attr('id'); + if (hash === window.location.hash) { + setTimeout(function() { + $.deck('go', i); + }, 1); + } + $fragmentLinks = $fragmentLinks.add('a[href="' + hash + '"]'); + }); + + if (slides.length) { + addContainerHashClass($.deck('getSlide').attr('id')); + }; + }; + + var changeHash = function(from, to) { + var hash = '#' + $.deck('getSlide', to).attr('id'); + var hashPath = window.location.href.replace(/#.*/, '') + hash; + + removeContainerHashClass($.deck('getSlide', from).attr('id')); + addContainerHashClass($.deck('getSlide', to).attr('id')); + if (Modernizr.history) { + window.history.replaceState({}, "", hashPath); + } + }; + + /* Methods exposed in the jQuery.deck namespace */ + var methods = { + + /* + jQuery.deck(selector, options) + + selector: string | jQuery | array + options: object, optional + + Initializes the deck, using each element matched by selector as a slide. + May also be passed an array of string selectors or jQuery objects, in + which case each selector in the array is considered a slide. The second + parameter is an optional options object which will extend the default + values. + + Users may also pass only an options object to init. In this case the slide + selector will be options.selectors.slides which defaults to .slide. + + $.deck('.slide'); + + or + + $.deck([ + '#first-slide', + '#second-slide', + '#etc' + ]); + */ + init: function(opts) { + var beforeInitEvent = createBeforeInitEvent(); + var overrides = opts; + + if (!$.isPlainObject(opts)) { + overrides = arguments[1] || {}; + $.extend(true, overrides, { + selectors: { + slides: arguments[0] + } + }); + } + + options = $.extend(true, {}, $.deck.defaults, overrides); + slides = []; + currentIndex = 0; + $container = $(options.selectors.container); + + // Hide the deck while states are being applied to kill transitions + $container.addClass(options.classes.loading); + + // populate the array of slides for pre-init + initSlidesArray(options.selectors.slides); + // Pre init event for preprocessing hooks + beforeInitEvent.done = function() { + // re-populate the array of slides + slides = []; + initSlidesArray(options.selectors.slides); + setupHashBehaviors(); + bindKeyEvents(); + bindTouchEvents(); + $container.scrollLeft(0).scrollTop(0); + + if (slides.length) { + updateStates(); + } + + // Show deck again now that slides are in place + $container.removeClass(options.classes.loading); + $document.trigger(events.initialize); + }; + + $document.trigger(beforeInitEvent); + if (!beforeInitEvent.locks) { + beforeInitEvent.done(); + } + window.setTimeout(function() { + if (beforeInitEvent.locks) { + if (window.console) { + window.console.warn('Something locked deck initialization\ + without releasing it before the timeout. Proceeding with\ + initialization anyway.'); + } + beforeInitEvent.done(); + } + }, options.initLockTimeout); + }, + + /* + jQuery.deck('go', index) + + index: integer | string + + Moves to the slide at the specified index if index is a number. Index is + 0-based, so $.deck('go', 0); will move to the first slide. If index is a + string this will move to the slide with the specified id. If index is out + of bounds or doesn't match a slide id the call is ignored. + */ + go: function(indexOrId) { + var beforeChangeEvent = $.Event(events.beforeChange); + var index; + + /* Number index, easy. */ + if (indexInBounds(indexOrId)) { + index = indexOrId; + } + /* Id string index, search for it and set integer index */ + else if (typeof indexOrId === 'string') { + $.each(slides, function(i, $slide) { + if ($slide.attr('id') === indexOrId) { + index = i; + return false; + } + }); + } + if (typeof index === 'undefined') { + return; + } + + /* Trigger beforeChange. If nothing prevents the change, trigger + the slide change. */ + $document.trigger(beforeChangeEvent, [currentIndex, index]); + if (!beforeChangeEvent.isDefaultPrevented()) { + $document.trigger(events.change, [currentIndex, index]); + changeHash(currentIndex, index); + currentIndex = index; + updateStates(); + } + }, + + /* + jQuery.deck('next') + + Moves to the next slide. If the last slide is already active, the call + is ignored. + */ + next: function() { + methods.go(currentIndex+1); + }, + + /* + jQuery.deck('prev') + + Moves to the previous slide. If the first slide is already active, the + call is ignored. + */ + prev: function() { + methods.go(currentIndex-1); + }, + + /* + jQuery.deck('getSlide', index) + + index: integer, optional + + Returns a jQuery object containing the slide at index. If index is not + specified, the current slide is returned. + */ + getSlide: function(index) { + index = typeof index !== 'undefined' ? index : currentIndex; + if (!indexInBounds(index)) { + return null; + } + return slides[index]; + }, + + /* + jQuery.deck('getSlides') + + Returns all slides as an array of jQuery objects. + */ + getSlides: function() { + return slides; + }, + + /* + jQuery.deck('getTopLevelSlides') + + Returns all slides that are not subslides. + */ + getTopLevelSlides: function() { + var topLevelSlides = []; + var slideSelector = options.selectors.slides; + var subSelector = [slideSelector, slideSelector].join(' '); + $.each(slides, function(i, $slide) { + if (!$slide.is(subSelector)) { + topLevelSlides.push($slide); + } + }); + return topLevelSlides; + }, + + /* + jQuery.deck('getNestedSlides', index) + + index: integer, optional + + Returns all the nested slides of the current slide. If index is + specified it returns the nested slides of the slide at that index. + If there are no nested slides this will return an empty array. + */ + getNestedSlides: function(index) { + var targetIndex = index == null ? currentIndex : index; + var $targetSlide = $.deck('getSlide', targetIndex); + var $nesteds = $targetSlide.find(options.selectors.slides); + var nesteds = $nesteds.get(); + return $.map(nesteds, function(slide, i) { + return $(slide); + }); + }, + + + /* + jQuery.deck('getContainer') + + Returns a jQuery object containing the deck container as defined by the + container option. + */ + getContainer: function() { + return $container; + }, + + /* + jQuery.deck('getOptions') + + Returns the options object for the deck, including any overrides that + were defined at initialization. + */ + getOptions: function() { + return options; + }, + + /* + jQuery.deck('extend', name, method) + + name: string + method: function + + Adds method to the deck namespace with the key of name. This doesn’t + give access to any private member data — public methods must still be + used within method — but lets extension authors piggyback on the deck + namespace rather than pollute jQuery. + + $.deck('extend', 'alert', function(msg) { + alert(msg); + }); + + // Alerts 'boom' + $.deck('alert', 'boom'); + */ + extend: function(name, method) { + methods[name] = method; + } + }; + + /* jQuery extension */ + $.deck = function(method, arg) { + var args = Array.prototype.slice.call(arguments, 1); + if (methods[method]) { + return methods[method].apply(this, args); + } + else { + return methods.init(method, arg); + } + }; + + /* + The default settings object for a deck. All deck extensions should extend + this object to add defaults for any of their options. + + options.classes.after + This class is added to all slides that appear after the 'next' slide. + + options.classes.before + This class is added to all slides that appear before the 'previous' + slide. + + options.classes.childCurrent + This class is added to all elements in the DOM tree between the + 'current' slide and the deck container. For standard slides, this is + mostly seen and used for nested slides. + + options.classes.current + This class is added to the current slide. + + options.classes.loading + This class is applied to the deck container during loading phases and is + primarily used as a way to short circuit transitions between states + where such transitions are distracting or unwanted. For example, this + class is applied during deck initialization and then removed to prevent + all the slides from appearing stacked and transitioning into place + on load. + + options.classes.next + This class is added to the slide immediately following the 'current' + slide. + + options.classes.onPrefix + This prefix, concatenated with the current slide index, is added to the + deck container as you change slides. + + options.classes.previous + This class is added to the slide immediately preceding the 'current' + slide. + + options.selectors.container + Elements matched by this CSS selector will be considered the deck + container. The deck container is used to scope certain states of the + deck, as with the onPrefix option, or with extensions such as deck.goto + and deck.menu. + + options.selectors.slides + Elements matched by this selector make up the individual deck slides. + If a user chooses to pass the slide selector as the first argument to + $.deck() on initialization it does the same thing as passing in this + option and this option value will be set to the value of that parameter. + + options.keys.next + The numeric keycode used to go to the next slide. + + options.keys.previous + The numeric keycode used to go to the previous slide. + + options.touch.swipeDirection + The direction swipes occur to cause slide changes. Can be 'horizontal', + 'vertical', or 'both'. Any other value or a falsy value will disable + swipe gestures for navigation. + + options.touch.swipeTolerance + The number of pixels the users finger must travel to produce a swipe + gesture. + + options.initLockTimeout + The number of milliseconds the init event will wait for BeforeInit event + locks to be released before firing the init event regardless. + + options.hashPrefix + Every slide that does not have an id is assigned one at initialization. + Assigned ids take the form of hashPrefix + slideIndex, e.g., slide-0, + slide-12, etc. + + options.preventFragmentScroll + When deep linking to a hash of a nested slide, this scrolls the deck + container to the top, undoing the natural browser behavior of scrolling + to the document fragment on load. + + options.setAriaHiddens + When set to true, deck.js will set aria hidden attributes for slides + that do not appear onscreen according to a typical heirarchical + deck structure. You may want to turn this off if you are using a theme + where slides besides the current slide are visible on screen and should + be accessible to screenreaders. + */ + $.deck.defaults = { + classes: { + after: 'deck-after', + before: 'deck-before', + childCurrent: 'deck-child-current', + current: 'deck-current', + loading: 'deck-loading', + next: 'deck-next', + onPrefix: 'on-slide-', + previous: 'deck-previous' + }, + + selectors: { + container: '.deck-container', + slides: '.slide' + }, + + keys: { + // enter, space, page down, right arrow, down arrow, + next: [13, 32, 34, 39, 40], + // backspace, page up, left arrow, up arrow + previous: [8, 33, 37, 38] + }, + + touch: { + swipeDirection: 'horizontal', + swipeTolerance: 60 + }, + + initLockTimeout: 10000, + hashPrefix: 'slide-', + preventFragmentScroll: true, + setAriaHiddens: true + }; + + $document.ready(function() { + $('html').addClass('ready'); + }); + + $window.bind('hashchange.deck', function(event) { + if (event.originalEvent && event.originalEvent.newURL) { + goByHash(event.originalEvent.newURL); + } + else { + goByHash(window.location.hash); + } + }); + + $window.bind('load.deck', function() { + if (options.preventFragmentScroll) { + $container.scrollLeft(0).scrollTop(0); + } + }); +})(jQuery); diff --git a/slides_sources/build/slides/html_slides/deckjs/core/deck.core.scss b/slides_sources/build/slides/html_slides/deckjs/core/deck.core.scss new file mode 100755 index 0000000..baab0fd --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/core/deck.core.scss @@ -0,0 +1,65 @@ +html, body { + height:100%; + padding:0; + margin:0; +} + +.deck-container { + position:relative; + min-height:100%; + margin:0 auto; + overflow:hidden; + overflow-y:auto; + + .js & { + visibility:hidden; + } + + .ready & { + visibility:visible; + } + + .touch & { + -webkit-text-size-adjust:none; + -moz-text-size-adjust:none; + } +} + +.deck-loading { + display:none; +} + +.slide { + width:auto; + min-height:100%; + position:relative; +} + +.deck-before, .deck-previous, .deck-next, .deck-after { + position:absolute; + left:-999em; + top:-999em; +} + +.deck-current { + z-index:2; +} + +.slide .slide { + visibility:hidden; + position:static; + min-height:0; +} + +.deck-child-current { + position:static; + z-index:2; + + .slide { + visibility:hidden; + } + + .deck-previous, .deck-before, .deck-current { + visibility:visible; + } +} \ No newline at end of file diff --git a/slides_sources/build/slides/html_slides/deckjs/core/print.css b/slides_sources/build/slides/html_slides/deckjs/core/print.css new file mode 100644 index 0000000..0230f4c --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/core/print.css @@ -0,0 +1,25 @@ +body { + font-size: 18pt; +} + +h1 { + font-size: 48pt; +} + +h2 { + font-size: 36pt; +} + +h3 { + font-size: 28pt; +} + +pre { + border: 1px solid #000; + padding: 10px; + white-space: pre-wrap; +} + +.deck-container > .slide { + page-break-after: always; +} diff --git a/slides_sources/build/slides/html_slides/deckjs/core/print.scss b/slides_sources/build/slides/html_slides/deckjs/core/print.scss new file mode 100644 index 0000000..02acd4b --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/core/print.scss @@ -0,0 +1,14 @@ +body { font-size:18pt; } +h1 { font-size:48pt; } +h2 { font-size:36pt; } +h3 { font-size:28pt; } + +pre { + border:1px solid #000; + padding:10px; + white-space:pre-wrap; +} + +.deck-container > .slide { + page-break-after: always; +} diff --git a/slides_sources/build/slides/html_slides/deckjs/extensions/goto/deck.goto.css b/slides_sources/build/slides/html_slides/deckjs/extensions/goto/deck.goto.css new file mode 100644 index 0000000..935574a --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/extensions/goto/deck.goto.css @@ -0,0 +1,36 @@ +.goto-form { + position: absolute; + z-index: 3; + bottom: 10px; + left: 50%; + height: 1.75em; + margin: 0 0 0 -9.125em; + line-height: 1.75em; + padding: 0.625em; + display: none; + background: #ccc; + overflow: hidden; + border-radius: 10px; +} +.goto-form label { + font-weight: bold; +} +.goto-form label, .goto-form input { + display: inline-block; + font-family: inherit; +} +.deck-goto .goto-form { + display: block; +} + +#goto-slide { + width: 8.375em; + margin: 0 0.625em; + height: 1.4375em; +} + +@media print { + .goto-form, #goto-slide { + display: none; + } +} diff --git a/slides_sources/build/slides/html_slides/deckjs/extensions/goto/deck.goto.html b/slides_sources/build/slides/html_slides/deckjs/extensions/goto/deck.goto.html new file mode 100644 index 0000000..4b73998 --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/extensions/goto/deck.goto.html @@ -0,0 +1,7 @@ + +
          + + + + +
          \ No newline at end of file diff --git a/slides_sources/build/slides/html_slides/deckjs/extensions/goto/deck.goto.js b/slides_sources/build/slides/html_slides/deckjs/extensions/goto/deck.goto.js new file mode 100644 index 0000000..6a90f16 --- /dev/null +++ b/slides_sources/build/slides/html_slides/deckjs/extensions/goto/deck.goto.js @@ -0,0 +1,190 @@ +/*! +Deck JS - deck.goto +Copyright (c) 2011-2014 Caleb Troughton +Dual licensed under the MIT license. +https://github.com/imakewebthings/deck.js/blob/master/MIT-license.txt +*/ + +/* +This module adds the necessary methods and key bindings to show and hide a form +for jumping to any slide number/id in the deck (and processes that form +accordingly). The form-showing state is indicated by the presence of a class on +the deck container. +*/ +(function($, undefined) { + var $document = $(document); + var rootCounter; + + var bindKeyEvents = function() { + $document.unbind('keydown.deckgoto'); + $document.bind('keydown.deckgoto', function(event) { + var key = $.deck('getOptions').keys.goto; + if (event.which === key || $.inArray(event.which, key) > -1) { + event.preventDefault(); + $.deck('toggleGoTo'); + } + }); + }; + + var populateDatalist = function() { + var options = $.deck('getOptions'); + var $datalist = $(options.selectors.gotoDatalist); + + $.each($.deck('getSlides'), function(i, $slide) { + var id = $slide.attr('id'); + if (id) { + $datalist.append('

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