objgraph-3.4.0/0000755000175000017500000000000013240601153012335 5ustar mgmg00000000000000objgraph-3.4.0/appveyor.yml0000644000175000017500000000106413206044552014734 0ustar mgmg00000000000000version: build-{build}-{branch} environment: matrix: # https://www.appveyor.com/docs/installed-software#python lists available # versions - PYTHON: "C:\\Python27" - PYTHON: "C:\\Python33" - PYTHON: "C:\\Python34" - PYTHON: "C:\\Python35" - PYTHON: "C:\\Python36" init: - "echo %PYTHON%" install: - "set PATH=%PYTHON%;%PYTHON%\\Scripts;%PATH%" - python --version - pip install tox - choco install graphviz - "set PATH=c:\\Program Files (x86)\\graphviz2.38\\bin;%PATH%" - dot -V build: off test_script: - tox -e py objgraph-3.4.0/.travis.yml0000644000175000017500000000052313040353275014455 0ustar mgmg00000000000000language: python sudo: false python: - 2.7 - 3.3 - 3.4 - 3.5 - 3.6 addons: apt: packages: - graphviz install: - pip install coverage coveralls flake8 -e . before_script: - make lint script: - coverage run --source=objgraph tests.py after_success: - coveralls notifications: email: false objgraph-3.4.0/PKG-INFO0000644000175000017500000003373413240601153013444 0ustar mgmg00000000000000Metadata-Version: 1.1 Name: objgraph Version: 3.4.0 Summary: Draws Python object reference graphs with graphviz Home-page: https://mg.pov.lt/objgraph/ Author: Marius Gedminas Author-email: marius@gedmin.as License: MIT Description-Content-Type: UNKNOWN Description: Python Object Graphs ==================== .. image:: https://travis-ci.org/mgedmin/objgraph.svg?branch=master :target: https://travis-ci.org/mgedmin/objgraph :alt: Build Status .. image:: https://ci.appveyor.com/api/projects/status/github/mgedmin/objgraph?branch=master&svg=true :target: https://ci.appveyor.com/project/mgedmin/objgraph :alt: Build Status (Windows) .. image:: https://coveralls.io/repos/mgedmin/objgraph/badge.svg?branch=master :target: https://coveralls.io/r/mgedmin/objgraph?branch=master :alt: Test Coverage .. image:: https://readthedocs.org/projects/objgraph/badge/?version=latest :target: https://readthedocs.org/projects/objgraph/?badge=latest :alt: Documentation Status ``objgraph`` is a module that lets you visually explore Python object graphs. You'll need `graphviz `_ if you want to draw the pretty graphs. I recommend `xdot `_ for interactive use. ``pip install xdot`` should suffice; objgraph will automatically look for it in your ``PATH``. Installation and Documentation ------------------------------ ``pip install objgraph`` or `download it from PyPI `_. Documentation lives at https://mg.pov.lt/objgraph. .. _history: History ------- I've developed a set of functions that eventually became objgraph when I was hunting for memory leaks in a Python program. The whole story -- with illustrated examples -- is in this series of blog posts: * `Hunting memory leaks in Python `_ * `Python object graphs `_ * `Object graphs with graphviz `_ .. _devel: Support and Development ----------------------- The source code can be found in this Git repository: https://github.com/mgedmin/objgraph. To check it out, use ``git clone https://github.com/mgedmin/objgraph``. Report bugs at https://github.com/mgedmin/objgraph/issues. Changes ======= 3.4.0 (2018-02-13) ------------------ - New functions: `get_new_ids`, `at_addrs`. Contributed by Justin Black in `PR 36 `_. 3.3.0 (2017-12-28) ------------------ - New function: `growth`. 3.2.0 (2017-12-20) ------------------ - New ``filter`` argument for `typestats`, `most_common_types`, `show_most_common_types`, `show_growth`. - Show lambda functions in a more human-friendly way. 3.1.2 (2017-11-27) ------------------ - Correct UTF-8 mojibake in the changelog and switch all links to HTTPS. 3.1.1 (2017-10-30) ------------------ - Add support for Python 3.6. - Replace bare ``except:`` in ``safe_repr()`` with ``except Exception:``. 3.1.0 (2016-12-07) ------------------ - Support displaying graphs inline in IPython/Jupyter notebooks (`issue 28 `). 3.0.1 (2016-09-17) ------------------ - The ``file`` argument of `show_most_common_types` and `show_growth` now defaults to ``None`` instead of ``sys.stdout``. ``None`` is interpreted to be the same as ``sys.stdout``, which means the right stdout will be used if you change it at runtime (which happens, in doctests). 3.0.0 (2016-04-13) ------------------ - `show_most_common_types` and `show_growth` now accept a ``file`` argument if you want to redirect the output elsewhere. Fixes `issue 24 `_. Contributed by "d-sun-d". - Don't trust ``__class__`` to be accurate and ``__name__`` to be a string. Fixes errors in some convoluted corner cases when mocks are involved. Contributed by Andrew Shannon Brown in `PR 26 `_. - Drop support for Python 2.4, 2.5, and 2.6. - Drop support for Python 3.1 and 3.2. - Add support for Python 3.5. 2.0.1 (2015-07-28) ------------------ - Avoid creating reference cycles between the stack frame and the local ``objects`` variable in `by_type`, `count`, and `typestats`. Fixes `issue 22 `_. Contributed by Erik Bray. 2.0.0 (2015-04-18) ------------------ - `show_refs` and `show_backrefs` now accept a file-like object (via the new ``output`` argument) as an alternative to a filename. - Made internal helper methods private. This includes `find_chain`, `show_graph`, `obj_node_id`, `obj_label`, `quote`, `long_typename`, `safe_repr`, `short_repr`, `gradient`, `edge_label`, and `_program_in_path`. - Correctly determine the name of old-style classes in `count`, `by_type`, and graph drawing functions. Fixes `issue 16 `_. Contributed by Mike Lambert. 1.8.1 (2014-05-15) ------------------ - Do not expect file objects to have an ``encoding`` attribute. Makes objgraph compatible with Eventlet's monkey-patching. Fixes `issue 6 `_. Contributed by Jakub Stasiak. 1.8.0 (2014-02-13) ------------------ - Moved to GitHub. - Python 3.4 support (`LP#1270872 `_). - New function: `is_proper_module`. - New ``shortnames`` argument for `typestats`, `most_common_types`, `show_most_common_types`, `show_growth`, `show_refs`, and `show_backrefs`. `count` and `by_type` accept fully-qualified type names now. Fixes `issue 4 `_. 1.7.2 (2012-10-23) ------------------ - Bugfix: setup.py sdist was broken on Python 2.7 (UnicodeDecodeError in tarfile). - The ``filename`` argument for `show_refs` and `show_backrefs` now allows arbitrary image formats, not just PNG. Patch by `Riccardo Murri `_. - Temporary dot files are now named `objgraph-*.dot` instead of `tmp*.dot`. - Python 3.3 support: no code changes, but some tests started failing because the new and improved dictionary implementation no longer holds references to str objects used as dict keys. - Added a tox.ini for convenient multi-Python testing. 1.7.1 (2011-12-11) ------------------ - Bugfix: non-ASCII characters in object representations would break graph generation on Python 3.x, in some locales (e.g. with LC_ALL=C). Reported and fixed by `Stefano Rivera `_. - Bugfix: setup.py was broken on Python 3.x - Bugfix: dot.exe/xdot.exe were not found on Windows (`LP#767239 `_). - Documentation updates: document the forgotten `find_ref_chain`, update `show_chain` prototype. 1.7.0 (2011-03-11) ------------------ - New function: `find_ref_chain`. - New ``backrefs`` argument for `show_chain`. - New function: `get_leaking_objects`, based on `a blog post by Kristján Valur `_. - New ``objects`` argument for `count`, `typestats`, `most_common_types`, `show_most_common_types`, and `by_type`. - Edges pointing to function attributes such as __defaults__ or __globals__ are now labeled. - Edge labels that are not simple strings now show the type. - Bugfix: '\0' and other unsafe characters used in a dictionary key could break graph generation. - Bugfix: show_refs(..., filename='graph.dot') would then go to complain about unrecognized file types and then produce a png. 1.6.0 (2010-12-18) ------------------ - Python 3 support, thanks to Stefano Rivera (fixes `LP#687601 `_). - Removed weird weakref special-casing. 1.5.1 (2010-12-09) ------------------ - Avoid test failures in uncollectable-garbage.txt (fixes `LP#686731 `_). - Added HACKING.txt (later renamed to HACKING.rst). 1.5.0 (2010-12-05) ------------------ - Show frame objects as well (fixes `LP#361704 `_). - New functions: `show_growth`, `show_chain`. - `find_backref_chain` returns ``[obj]`` instead of ``None`` when a chain could not be found. This makes ``show_chain(find_backref_chain(...), ...)`` not break. - Show how many references were skipped from the output of `show_refs`/`show_backrefs` by specifying ``too_many``. - Make `show_refs` descend into modules. - Do not highlight classes that define a ``__del__``, highlight only instances of those classes. - Option to show reference counts in `show_refs`/`show_backrefs`. - Add `Sphinx `_ documentation and a PyPI long description. 1.4.0 (2010-11-03) ------------------ - Compatibility with Python 2.4 and 2.5 (``tempfile.NamedTemporaryFile`` has no ``delete`` argument). - New function: `most_common_types`. 1.3.1 (2010-07-17) ------------------ - Rebuild an sdist with no missing files (fixes `LP#606604 `_). - Added MANIFEST.in and a Makefile to check that setup.py sdist generates source distributions with no files missing. 1.3 (2010-07-13) ---------------- - Highlight objects with a ``__del__`` method. - Fixes `LP#483411 `_: suggest always passing ``[obj]`` to `show_refs`, `show_backrefs`, since obj might be a list/tuple. - Fixes `LP#514422 `_: `show_refs`, `show_backrefs` don't create files in the current working directory any more. Instead they accept a filename argument, which can be a .dot file or a .png file. If None or not specified, those functions will try to spawn xdot as before. - New extra_info argument to graph-generating functions (patch by Thouis Jones, `LP#558914 `_). - setup.py should work with distutils now (`LP#604430 `_, thanks to Randy Heydon). 1.2 (2009-03-25) ---------------- - Project website, public source repository, uploaded to PyPI. - No code changes. 1.1 (2008-09-10) ---------------- - New function: `show_refs` for showing forward references. - New functions: `typestats` and `show_most_common_types`. - Object boxes are less crammed with useless information (such as IDs). - Spawns `xdot `_ if it is available. 1.0 (2008-06-14) ---------------- - First public release. Keywords: object graph visualization graphviz garbage collection Platform: UNKNOWN Classifier: Intended Audience :: Developers Classifier: License :: OSI Approved :: MIT License Classifier: Operating System :: OS Independent Classifier: Programming Language :: Python Classifier: Programming Language :: Python :: 2 Classifier: Programming Language :: Python :: 2.7 Classifier: Programming Language :: Python :: 3 Classifier: Programming Language :: Python :: 3.3 Classifier: Programming Language :: Python :: 3.4 Classifier: Programming Language :: Python :: 3.5 Classifier: Programming Language :: Python :: 3.6 objgraph-3.4.0/tox.ini0000664000175000017500000000026313032433022013650 0ustar mgmg00000000000000[tox] envlist = py27, py33, py34, py35, py36 [testenv] deps = mock commands = python tests.py {posargs} [testenv:py] commands = python --version python tests.py {posargs} objgraph-3.4.0/LICENSE0000664000175000017500000000206012770713271013356 0ustar mgmg00000000000000MIT License Copyright (c) 2016 Marius Gedminas 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. objgraph-3.4.0/.gitignore0000644000175000017500000000021313240555502014327 0ustar mgmg00000000000000dist/ objects.dot objgraph.egg-info/ tmp/ .coverage _build/ tags build/ temp/ __pycache__/ .tox/ .toxbox/ *.py[co] .cache *.DS_Store venv/ objgraph-3.4.0/.gitattributes0000664000175000017500000000002312765062074015243 0ustar mgmg00000000000000*.png diff=imgdiff objgraph-3.4.0/CHANGES.rst0000644000175000017500000002103313240600443014137 0ustar mgmg00000000000000Changes ======= .. currentmodule:: objgraph 3.4.0 (2018-02-13) ------------------ - New functions: :func:`get_new_ids`, :func:`at_addrs`. Contributed by Justin Black in `PR 36 `_. 3.3.0 (2017-12-28) ------------------ - New function: :func:`growth`. 3.2.0 (2017-12-20) ------------------ - New ``filter`` argument for :func:`typestats`, :func:`most_common_types`, :func:`show_most_common_types`, :func:`show_growth`. - Show lambda functions in a more human-friendly way. 3.1.2 (2017-11-27) ------------------ - Correct UTF-8 mojibake in the changelog and switch all links to HTTPS. 3.1.1 (2017-10-30) ------------------ - Add support for Python 3.6. - Replace bare ``except:`` in ``safe_repr()`` with ``except Exception:``. 3.1.0 (2016-12-07) ------------------ - Support displaying graphs inline in IPython/Jupyter notebooks (`issue 28 `). 3.0.1 (2016-09-17) ------------------ - The ``file`` argument of :func:`show_most_common_types` and :func:`show_growth` now defaults to ``None`` instead of ``sys.stdout``. ``None`` is interpreted to be the same as ``sys.stdout``, which means the right stdout will be used if you change it at runtime (which happens, in doctests). 3.0.0 (2016-04-13) ------------------ - :func:`show_most_common_types` and :func:`show_growth` now accept a ``file`` argument if you want to redirect the output elsewhere. Fixes `issue 24 `_. Contributed by "d-sun-d". - Don't trust ``__class__`` to be accurate and ``__name__`` to be a string. Fixes errors in some convoluted corner cases when mocks are involved. Contributed by Andrew Shannon Brown in `PR 26 `_. - Drop support for Python 2.4, 2.5, and 2.6. - Drop support for Python 3.1 and 3.2. - Add support for Python 3.5. 2.0.1 (2015-07-28) ------------------ - Avoid creating reference cycles between the stack frame and the local ``objects`` variable in :func:`by_type`, :func:`count`, and :func:`typestats`. Fixes `issue 22 `_. Contributed by Erik Bray. 2.0.0 (2015-04-18) ------------------ - :func:`show_refs` and :func:`show_backrefs` now accept a file-like object (via the new ``output`` argument) as an alternative to a filename. - Made internal helper methods private. This includes :func:`find_chain`, :func:`show_graph`, :func:`obj_node_id`, :func:`obj_label`, :func:`quote`, :func:`long_typename`, :func:`safe_repr`, :func:`short_repr`, :func:`gradient`, :func:`edge_label`, and :func:`_program_in_path`. - Correctly determine the name of old-style classes in :func:`count`, :func:`by_type`, and graph drawing functions. Fixes `issue 16 `_. Contributed by Mike Lambert. 1.8.1 (2014-05-15) ------------------ - Do not expect file objects to have an ``encoding`` attribute. Makes objgraph compatible with Eventlet's monkey-patching. Fixes `issue 6 `_. Contributed by Jakub Stasiak. 1.8.0 (2014-02-13) ------------------ - Moved to GitHub. - Python 3.4 support (`LP#1270872 `_). - New function: :func:`is_proper_module`. - New ``shortnames`` argument for :func:`typestats`, :func:`most_common_types`, :func:`show_most_common_types`, :func:`show_growth`, :func:`show_refs`, and :func:`show_backrefs`. :func:`count` and :func:`by_type` accept fully-qualified type names now. Fixes `issue 4 `_. 1.7.2 (2012-10-23) ------------------ - Bugfix: setup.py sdist was broken on Python 2.7 (UnicodeDecodeError in tarfile). - The ``filename`` argument for :func:`show_refs` and :func:`show_backrefs` now allows arbitrary image formats, not just PNG. Patch by `Riccardo Murri `_. - Temporary dot files are now named `objgraph-*.dot` instead of `tmp*.dot`. - Python 3.3 support: no code changes, but some tests started failing because the new and improved dictionary implementation no longer holds references to str objects used as dict keys. - Added a tox.ini for convenient multi-Python testing. 1.7.1 (2011-12-11) ------------------ - Bugfix: non-ASCII characters in object representations would break graph generation on Python 3.x, in some locales (e.g. with LC_ALL=C). Reported and fixed by `Stefano Rivera `_. - Bugfix: setup.py was broken on Python 3.x - Bugfix: dot.exe/xdot.exe were not found on Windows (`LP#767239 `_). - Documentation updates: document the forgotten :func:`find_ref_chain`, update :func:`show_chain` prototype. 1.7.0 (2011-03-11) ------------------ - New function: :func:`find_ref_chain`. - New ``backrefs`` argument for :func:`show_chain`. - New function: :func:`get_leaking_objects`, based on `a blog post by Kristján Valur `_. - New ``objects`` argument for :func:`count`, :func:`typestats`, :func:`most_common_types`, :func:`show_most_common_types`, and :func:`by_type`. - Edges pointing to function attributes such as __defaults__ or __globals__ are now labeled. - Edge labels that are not simple strings now show the type. - Bugfix: '\0' and other unsafe characters used in a dictionary key could break graph generation. - Bugfix: show_refs(..., filename='graph.dot') would then go to complain about unrecognized file types and then produce a png. 1.6.0 (2010-12-18) ------------------ - Python 3 support, thanks to Stefano Rivera (fixes `LP#687601 `_). - Removed weird weakref special-casing. 1.5.1 (2010-12-09) ------------------ - Avoid test failures in uncollectable-garbage.txt (fixes `LP#686731 `_). - Added HACKING.txt (later renamed to HACKING.rst). 1.5.0 (2010-12-05) ------------------ - Show frame objects as well (fixes `LP#361704 `_). - New functions: :func:`show_growth`, :func:`show_chain`. - :func:`find_backref_chain` returns ``[obj]`` instead of ``None`` when a chain could not be found. This makes ``show_chain(find_backref_chain(...), ...)`` not break. - Show how many references were skipped from the output of :func:`show_refs`/:func:`show_backrefs` by specifying ``too_many``. - Make :func:`show_refs` descend into modules. - Do not highlight classes that define a ``__del__``, highlight only instances of those classes. - Option to show reference counts in :func:`show_refs`/:func:`show_backrefs`. - Add `Sphinx `_ documentation and a PyPI long description. 1.4.0 (2010-11-03) ------------------ - Compatibility with Python 2.4 and 2.5 (``tempfile.NamedTemporaryFile`` has no ``delete`` argument). - New function: :func:`most_common_types`. 1.3.1 (2010-07-17) ------------------ - Rebuild an sdist with no missing files (fixes `LP#606604 `_). - Added MANIFEST.in and a Makefile to check that setup.py sdist generates source distributions with no files missing. 1.3 (2010-07-13) ---------------- - Highlight objects with a ``__del__`` method. - Fixes `LP#483411 `_: suggest always passing ``[obj]`` to :func:`show_refs`, :func:`show_backrefs`, since obj might be a list/tuple. - Fixes `LP#514422 `_: :func:`show_refs`, :func:`show_backrefs` don't create files in the current working directory any more. Instead they accept a filename argument, which can be a .dot file or a .png file. If None or not specified, those functions will try to spawn xdot as before. - New extra_info argument to graph-generating functions (patch by Thouis Jones, `LP#558914 `_). - setup.py should work with distutils now (`LP#604430 `_, thanks to Randy Heydon). 1.2 (2009-03-25) ---------------- - Project website, public source repository, uploaded to PyPI. - No code changes. 1.1 (2008-09-10) ---------------- - New function: :func:`show_refs` for showing forward references. - New functions: :func:`typestats` and :func:`show_most_common_types`. - Object boxes are less crammed with useless information (such as IDs). - Spawns `xdot `_ if it is available. 1.0 (2008-06-14) ---------------- - First public release. objgraph-3.4.0/other-requirements.txt0000664000175000017500000000001112765064040016743 0ustar mgmg00000000000000graphviz objgraph-3.4.0/setup.cfg0000664000175000017500000000026613240601153014164 0ustar mgmg00000000000000[flake8] ignore = E226 [zest.releaser] python-file-with-version = objgraph.py [bdist_wheel] universal = 1 [metadata] license_file = LICENSE [egg_info] tag_build = tag_date = 0 objgraph-3.4.0/Makefile0000664000175000017500000000654213240600644014012 0ustar mgmg00000000000000PYTHON = python FILE_WITH_VERSION = objgraph.py FILE_WITH_CHANGELOG = CHANGES.rst VCS_DIFF_IMAGES = git diff docs/*.png SUPPORTED_PYTHON_VERSIONS = 2.7 3.3 3.4 3.5 3.6 SPHINXOPTS = SPHINXBUILD = sphinx-build SPHINXBUILDDIR = docs/_build ALLSPHINXOPTS = -d $(SPHINXBUILDDIR)/doctrees $(SPHINXOPTS) docs/ .PHONY: default default: @echo "Nothing to build here" .PHONY: images images: $(PYTHON) setup.py --build-images .PHONY: docs docs: $(SPHINXBUILD) -b html $(ALLSPHINXOPTS) $(SPHINXBUILDDIR)/html @echo @echo "Now look at $(SPHINXBUILDDIR)/html/index.html" .PHONY: clean clean: -rm -rf $(SPHINXBUILDDIR)/* build .PHONY: test test: $(PYTHON) tests.py .PHONY: check: coverage .PHONY: test-all-pythons test-all-pythons: set -e; \ for ver in $(SUPPORTED_PYTHON_VERSIONS); do \ if which python$$ver > /dev/null; then \ $(MAKE) test PYTHON=python$$ver; \ else \ echo "=================================="; \ echo "Skipping python$$ver, not available."; \ echo "=================================="; \ fi; \ done .PHONY: preview-pypi-description preview-pypi-description: # pip install restview, if missing restview --long-description .PHONY: coverage coverage: coverage run --source=objgraph tests.py python3 -m coverage run -a --source=objgraph tests.py coverage report -m --fail-under=100 .PHONY: lint lint: flake8 --exclude=build,docs/conf.py --ignore=E226 flake8 --exclude=build,docs/conf.py --doctests --ignore=E226,F821 # Make sure $(VCS_DIFF_IMAGES) can work .PHONY: config-imgdiff config-imgdiff: @test -z "`git config diff.imgdiff.command`" && git config diff.imgdiff.command 'f() { imgdiff --eog -H $$1 $$2; }; f' || true .PHONY: imgdiff imgdiff: config-imgdiff $(VCS_DIFF_IMAGES) .PHONY: releasechecklist releasechecklist: check-date # also release.mk will add other checks include release.mk .PHONY: check-date check-date: @date_line="__date__ = '`date +%Y-%m-%d`'" && \ grep -q "^$$date_line$$" $(FILE_WITH_VERSION) || { \ echo "$(FILE_WITH_VERSION) doesn't specify $$date_line"; \ echo "Please run make update-date"; exit 1; } .PHONY: update-date update-date: sed -i -e "s/^__date__ = '.*'/__date__ = '`date +%Y-%m-%d`'/" $(FILE_WITH_VERSION) .PHONY: do-release do-release: config-imgdiff define release_recipe = # I'm chicken so I won't actually do these things yet @echo "It is a good idea to run" @echo @echo " make test-all-pythons" @echo " make clean images docs" @echo @echo "about now. 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The number of arrows pointing to an object should match the number in square brackets, usually, but there can be exceptions. E.g. objects internal to objgraph's implementation may inflate the reference count somewhat. >>> import sys >>> one_reference = object() >>> objgraph.show_backrefs([one_reference], refcounts=True, ... filename='refcounts.png') # doctest: +NODES_VARY Graph written to ....dot (5 nodes) Image generated as refcounts.png .. figure:: refcounts.png We see two references to the ``one_reference`` object: the one not shown comes from the list passed to show_backrefs. I think the extra references to the frame object and locals dict come from the interpreter internals. objgraph-3.4.0/docs/extra-info.txt0000664000175000017500000000143712765062074016127 0ustar mgmg00000000000000Extra information ----------------- .. currentmodule:: objgraph You can add extra information to object graphs, if you desire. 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If the directory is relative to the # documentation root, use os.path.abspath to make it absolute, like shown here. sys.path.append(os.path.abspath('..')) def relative(filename): here = os.path.dirname('__file__') return os.path.join(here, filename) def get_version(): d = {} exec open(relative('../objgraph.py')).read() in d return d['__version__'] def get_short_version(): return '.'.join(get_version().split('.')[:2]) # -- General configuration ----------------------------------------------------- # 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.autodoc', 'sphinx.ext.doctest'] # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] # The suffix of source filenames. source_suffix = '.txt' # The encoding of source files. #source_encoding = 'utf-8' # The master toctree document. master_doc = 'index' # General information about the project. project = u'objgraph' copyright = u'2015, Marius Gedminas and contributors' # 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 = get_short_version() # The full version, including alpha/beta/rc tags. release = get_version() # 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 documents that shouldn't be included in the build. unused_docs = [ 'README', ] # List of directories, relative to source directory, that shouldn't be searched # for source files. exclude_trees = [ '_build', 'build', 'objgraph.egg-info', ] # 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 = 'sphinx' # A list of ignored prefixes for module index sorting. #modindex_common_prefix = [] # -- Options for HTML output --------------------------------------------------- # The theme to use for HTML and HTML Help pages. Major themes that come with # Sphinx are currently 'default' and 'sphinxdoc'. html_theme = 'default' # 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 = { 'rightsidebar': True, 'footerbgcolor': 'white', 'footertextcolor': 'gray', 'headbgcolor': 'white', 'headtextcolor': '#134D73', 'relbarbgcolor': 'white', 'relbartextcolor': 'gray', 'relbarlinkcolor': '#869ABF', 'sidebarbgcolor': 'white', 'sidebartextcolor': 'gray', 'sidebarlinkcolor': '#869ABF', 'bgcolor': 'white', 'textcolor': 'black', 'linkcolor': '#869ABF', ## 'visitedlinkcolor': 'purple', <-- my sphinx is too old? 'codebgcolor': '#f0f5ef', 'codetextcolor': 'black', } # Add any paths that contain custom themes here, relative to this directory. #html_theme_path = [] # The stylesheet used instead of default.css html_style = "mg.css" # 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 = "home" # 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', ] # 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_use_modindex = True # If false, no index is generated. html_use_index = False # 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 = False # 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 = '' # If nonempty, this is the file name suffix for HTML files (e.g. ".xhtml"). #html_file_suffix = '' # Output file base name for HTML help builder. htmlhelp_basename = 'objgraphdoc' # -- Options for LaTeX output -------------------------------------------------- # The paper size ('letter' or 'a4'). #latex_paper_size = 'letter' # The font size ('10pt', '11pt' or '12pt'). #latex_font_size = '10pt' # Grouping the document tree into LaTeX files. List of tuples # (source start file, target name, title, author, documentclass [howto/manual]). latex_documents = [ ('index', 'objgraph.tex', u'objgraph Documentation', u'Marius Gedminas', '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 # Additional stuff for the LaTeX preamble. #latex_preamble = '' # Documents to append as an appendix to all manuals. #latex_appendices = [] # If false, no module index is generated. #latex_use_modindex = True objgraph-3.4.0/docs/chain.txt0000664000175000017500000000157212765062074015135 0ustar mgmg00000000000000Graph searches -------------- The other day I was wondering why pickling a particular object errored out with an error deep in one of the subobjects. >>> class MyUnpicklableObject(object): ... def __getstate__(self): ... raise NotImplementedError ... >>> my_object = dict(foo=dict(unrelated='things'), ... bar=[dict(nesting='fun'), ... dict(boobytrap=MyUnpicklableObject())]) >>> import objgraph >>> objgraph.show_chain( ... objgraph.find_ref_chain( ... my_object, ... lambda x: isinstance(x, MyUnpicklableObject)), ... backrefs=False, ... filename='forward-chain.png') Graph written to ...dot (4 nodes) Image generated as forward-chain.png .. figure:: chain.png :alt: [chain of references from my_object to a MyUnpicklableObject instance] objgraph-3.4.0/docs/_static/0000755000175000017500000000000013240601153014713 5ustar mgmg00000000000000objgraph-3.4.0/docs/_static/mg.css0000664000175000017500000000037612765062074016056 0ustar mgmg00000000000000@import url("default.css"); 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W\ٵkW1)JNNݸq#}߫+WZ[[3gjt?~|G7zٳg?']X>aaaͣ-//wl]]jͨϙ3^ѣrF di*3gTVVzyyر'Li&/ӧϙ3g>0W?GGGO0nz:v1VoR^^Z|@~Xʹؽ{wb gR0Wjjj92vo߾?4.fco^вvvv:,BD߲ɓ'B8h<+;&&F$iDžJ31V飞Q(пw۷$ʦN\PP  {EgaZE;v 1֑ח,Yrw}7--w7o!!!Ǐ?x`KV^bgwwŋaf_~k׮xmܸqРA}mnN+z'=0W-Z={:1VW&O:tЫWfeegFf Q9NT霹j̕1VWkkL4)==^Svfc o߾^znذފP(LJJv횅ń ⴛM_>|XYUaC2R|fΜsN3mڴ1chѿYlsc닊BBBBD"YpH$ZlY``5kRSSE"k;sέ[zիWO<966vرڝh0W-j쁮=ez:䈈|X~IDAT?RSSCkܽ{7ܺuF$^boookk;w644yҥKw HHHHNNnllj9U{hd=mNLLl/zjJ\Xzy $&&92--4[Օ└0ꃹj9U{h=m%BQWWWVVqlnnoq{> oLwZu\ 檵XV'''''nN2lҥk׮p8ӧOoL/)oʝw^+ovXw#GOJJCwUeUf„ #+**ZGF5qė^zn<_}Cilj֠={R/_޽{w^;$$dҤIYYY{=*..w: @PLKKspp:uuQQ)׮]=z#~̙Æ ş~/?.//WiI`111'Ntrrz:s&֯_I& zLCu:v`׮]ņǔG\\?occ#H&NiӦiǏU)5HP^^ޭ[XF\::#LV; ؁!>!v`ABX}BbS6+_8R0 w `Z>㔗wti+-Rr9Q1=$$`Zs*7o>> class Node(object): ... def __init__(self, *neighbours): ... self.neighbours = list(neighbours) >>> a = Node() >>> b = Node(a) >>> c = Node(b) >>> d = Node(c) >>> a.neighbours.append(d) >>> import objgraph >>> objgraph.show_backrefs(a, max_depth=15, ... extra_ignore=[id(locals())], ... highlight=lambda x: isinstance(x, Node), ... filename='highlight.png') Graph written to ....dot (12 nodes) Image generated as highlight.png .. figure:: highlight.png :scale: 50% objgraph-3.4.0/docs/canary.png0000644000175000017500000032554013240601137015263 0ustar mgmg00000000000000PNG  IHDRPW% bKGD IDATxy\ua? 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')<{,)))8qy>'|ˆ#쳠RRRvK;v [[[^~eok2l0zѮ[[[ӯ_?ƍ999 6/r y{{{:w#?8$''رc),,_~hHJJ=KZ-O<O=555hpvvf֬YrF  ƍ:t\Ã1cPWWǩSpF~˖Rɓ$$$_~mѝ;wfcT*7pW_~899ԇZףq[Zv9z()))@so߾-4Ϝ?49쌳3VVVRYYIFFZͫ8::Cnn.~~~у<>|8jڬz߿?666>>us KC.D2522*[4ɘk@-£M$PA`R={kѩS'bΝ[#|4+ 2D?U{] /C"?e h Aغu/8x xyy₟֭h ABB+VAA6DE²e::G^hh(  AAAAt""   `H    (    &IdAA)))AVh4~AF@AC={DTѡ W^zG\\=ݏ ãChjjj AAAAdbAAAADEAAA@AAAA0A AAAAd(aIENDB`objgraph-3.4.0/docs/quoting.txt0000664000175000017500000000065212765062074015537 0ustar mgmg00000000000000Quoting unsafe characters ------------------------- Let's make sure our string quoting function can handle *anything*: >>> import objgraph >>> all_the_chars = dict((chr(i), i) for i in range(256)) >>> objgraph.show_refs(all_the_chars, too_many=600, ... filename='all-the-chars.dot') Graph written to all-the-chars.dot (... nodes) Trust me, you do not want to see the resulting image. objgraph-3.4.0/docs/all-the-chars.dot0000644000175000017500000017570513240601137016442 0ustar mgmg00000000000000digraph ObjectGraph { node[shape=box, style=filled, fillcolor=white]; o139786176653024[fontcolor=red]; o139786176653024[label="dict\n256 items"]; o139786176653024[fillcolor="0,0,1"]; o139786176653024 -> o139786226505808; o139786176653024 -> o41800048 [label="str\n'\\x00'"]; o139786176653024 -> o139786226610904; o139786176653024 -> o41802880 [label="str\n'\\x83'"]; o139786176653024 -> o139786226505968; o139786176653024 -> o41799952 [label="str\n'\\x04'"]; o139786176653024 -> o139786226611064; o139786176653024 -> o41802784 [label="str\n'\\x87'"]; o139786176653024 -> o139786226506128; o139786176653024 -> o41799856 [label="str\n'\\x08'"]; o139786176653024 -> o139786226611224; o139786176653024 -> o41802688 [label="str\n'\\x8b'"]; o139786176653024 -> o139786226506288; o139786176653024 -> o41799760 [label="str\n'\\x0c'"]; o139786176653024 -> o139786226611384; o139786176653024 -> o41802592 [label="str\n'\\x8f'"]; o139786176653024 -> o139786226506448; o139786176653024 -> o41799664 [label="str\n'\\x10'"]; o139786176653024 -> o139786226611544; o139786176653024 -> o41802496 [label="str\n'\\x93'"]; o139786176653024 -> o139786226506608; o139786176653024 -> o41799568 [label="str\n'\\x14'"]; o139786176653024 -> o139786226611704; o139786176653024 -> o41802400 [label="str\n'\\x97'"]; o139786176653024 -> o139786226506768; o139786176653024 -> o41799472 [label="str\n'\\x18'"]; o139786176653024 -> o139786226611864; o139786176653024 -> o41802304 [label="str\n'\\x9b'"]; o139786176653024 -> o139786226506928; o139786176653024 -> o41799376 [label="str\n'\\x1c'"]; o139786176653024 -> o139786226612024; o139786176653024 -> o41804200 [label="str\n'\\x9f'"]; o139786176653024 -> o139786226797704; o139786176653024 -> o41799280 [label="str\n' '"]; o139786176653024 -> o139786226612184; o139786176653024 -> o41804104 [label="str\n'\\xa3'"]; o139786176653024 -> o139786227378696; o139786176653024 -> o41801176 [label="str\n'$'"]; o139786176653024 -> o139786226612344; o139786176653024 -> o41804008 [label="str\n'\\xa7'"]; o139786176653024 -> o139786226478776; o139786176653024 -> o41801080 [label="str\n'('"]; o139786176653024 -> o139786226612504; o139786176653024 -> o41803912 [label="str\n'\\xab'"]; o139786176653024 -> o139786226475776; o139786176653024 -> o41800984 [label="str\n','"]; o139786176653024 -> o139786226612664; o139786176653024 -> o41803816 [label="str\n'\\xaf'"]; o139786176653024 -> o139786226507288; o139786176653024 -> o41800888 [label="str\n'0'"]; o139786176653024 -> o139786226612824; o139786176653024 -> o41803720 [label="str\n'\\xb3'"]; o139786176653024 -> o139786226507368; o139786176653024 -> o41800792 [label="str\n'4'"]; o139786176653024 -> o139786226612984; o139786176653024 -> o41803624 [label="str\n'\\xb7'"]; o139786176653024 -> o139786226798424; o139786176653024 -> o41800696 [label="str\n'8'"]; o139786176653024 -> o139786226613144; o139786176653024 -> o41803528 [label="str\n'\\xbb'"]; o139786176653024 -> o139786227380176; o139786176653024 -> o41800600 [label="str\n'<'"]; o139786176653024 -> o139786226613304; o139786176653024 -> o41803432 [label="str\n'\\xbf'"]; o139786176653024 -> o139786226507528; o139786176653024 -> o41800504 [label="str\n'@'"]; o139786176653024 -> o139786226613464; o139786176653024 -> o41803336 [label="str\n'\\xc3'"]; o139786176653024 -> o139786226507608; o139786176653024 -> o41800408 [label="D",weight=2]; o139786176653024 -> o139786226613624; o139786176653024 -> o41803240 [label="str\n'\\xc7'"]; o139786176653024 -> o139786226507688; o139786176653024 -> o41800312 [label="H",weight=2]; o139786176653024 -> o139786226613784; o139786176653024 -> o41805136 [label="str\n'\\xcb'"]; o139786176653024 -> o139786227480376; o139786176653024 -> o41800216 [label="L",weight=2]; o139786176653024 -> o139786226613944; o139786176653024 -> o41805040 [label="str\n'\\xcf'"]; o139786176653024 -> o139786226610264; o139786176653024 -> o41802112 [label="P",weight=2]; o139786176653024 -> o139786226614104; o139786176653024 -> o41804944 [label="str\n'\\xd3'"]; o139786176653024 -> o139786227007616; o139786176653024 -> o41802016 [label="T",weight=2]; o139786176653024 -> o139786226614320; o139786176653024 -> o41804848 [label="str\n'\\xd7'"]; o139786176653024 -> o139786227007736; o139786176653024 -> o41801920 [label="X",weight=2]; o139786176653024 -> o139786226614480; o139786176653024 -> o41804752 [label="str\n'\\xdb'"]; o139786176653024 -> o139786226610504; o139786176653024 -> o41801824 [label="str\n'\\\\'"]; o139786176653024 -> o139786226614640; o139786176653024 -> o41804656 [label="str\n'\\xdf'"]; o139786176653024 -> o139786226610584; o139786176653024 -> o41801728 [label="str\n'`'"]; o139786176653024 -> o139786226614800; o139786176653024 -> o41804560 [label="str\n'\\xe3'"]; o139786176653024 -> o139786227480456; o139786176653024 -> o41801632 [label="d",weight=2]; o139786176653024 -> o139786226614960; o139786176653024 -> o41804464 [label="str\n'\\xe7'"]; o139786176653024 -> o139786227009016; o139786176653024 -> o41801536 [label="h",weight=2]; o139786176653024 -> o139786226615120; o139786176653024 -> o41804368 [label="str\n'\\xeb'"]; o139786176653024 -> o139786227007856; o139786176653024 -> o41801440 [label="l",weight=2]; o139786176653024 -> o139786226615280; o139786176653024 -> o41804272 [label="str\n'\\xef'"]; o139786176653024 -> o139786227480816; o139786176653024 -> o41801344 [label="p",weight=2]; o139786176653024 -> o139786226615440; o139786176653024 -> o41806168 [label="str\n'\\xf3'"]; o139786176653024 -> o139786227376896; o139786176653024 -> o41801248 [label="t",weight=2]; o139786176653024 -> o139786226615600; o139786176653024 -> o41806072 [label="str\n'\\xf7'"]; o139786176653024 -> o139786227482256; o139786176653024 -> o41803144 [label="x",weight=2]; o139786176653024 -> o139786226615760; o139786176653024 -> o41805976 [label="str\n'\\xfb'"]; o139786176653024 -> o139786226610704; o139786176653024 -> o41803048 [label="str\n'|'"]; o139786176653024 -> o139786226615920; o139786176653024 -> o41805880 [label="str\n'\\xff'"]; o139786176653024 -> o139786226610784; o139786176653024 -> o41802952 [label="str\n'\\x80'"]; o139786176653024 -> o139786226505928; o139786176653024 -> o41799976 [label="str\n'\\x03'"]; o139786176653024 -> o139786226610944; o139786176653024 -> o41802856 [label="str\n'\\x84'"]; o139786176653024 -> o139786226506088; o139786176653024 -> o41799880 [label="str\n'\\x07'"]; o139786176653024 -> o139786226611104; o139786176653024 -> o41802760 [label="str\n'\\x88'"]; o139786176653024 -> o139786226506248; o139786176653024 -> o41799784 [label="str\n'\\x0b'"]; o139786176653024 -> o139786226611264; o139786176653024 -> o41802664 [label="str\n'\\x8c'"]; o139786176653024 -> o139786226506408; o139786176653024 -> o41799688 [label="str\n'\\x0f'"]; o139786176653024 -> o139786226611424; o139786176653024 -> o41802568 [label="str\n'\\x90'"]; o139786176653024 -> o139786226506568; o139786176653024 -> o41799592 [label="str\n'\\x13'"]; o139786176653024 -> o139786226611584; o139786176653024 -> o41802472 [label="str\n'\\x94'"]; o139786176653024 -> o139786226506728; o139786176653024 -> o41799496 [label="str\n'\\x17'"]; o139786176653024 -> o139786226611744; o139786176653024 -> o41802376 [label="str\n'\\x98'"]; o139786176653024 -> o139786226506888; o139786176653024 -> o41799400 [label="str\n'\\x1b'"]; o139786176653024 -> o139786226611904; o139786176653024 -> o41802280 [label="str\n'\\x9c'"]; o139786176653024 -> o139786226507048; o139786176653024 -> o41799304 [label="str\n'\\x1f'"]; o139786176653024 -> o139786226612064; o139786176653024 -> o41804176 [label="str\n'\\xa0'"]; o139786176653024 -> o139786227480536; o139786176653024 -> o41799208 [label="str\n'#'"]; o139786176653024 -> o139786226612224; o139786176653024 -> o41804080 [label="str\n'\\xa4'"]; o139786176653024 -> o139786226507248; o139786176653024 -> o41801104 [label="str\n\"'\""]; o139786176653024 -> o139786226612384; o139786176653024 -> o41803984 [label="str\n'\\xa8'"]; o139786176653024 -> o139786226475856; o139786176653024 -> o41801008 [label="str\n'+'"]; o139786176653024 -> o139786226612544; o139786176653024 -> o41803888 [label="str\n'\\xac'"]; o139786176653024 -> o139786227480696; o139786176653024 -> o41800912 [label="str\n'/'"]; o139786176653024 -> o139786226612704; o139786176653024 -> o41803792 [label="str\n'\\xb0'"]; o139786176653024 -> o139786226507328; o139786176653024 -> o41800816 [label="str\n'3'"]; o139786176653024 -> o139786226612864; o139786176653024 -> o41803696 [label="str\n'\\xb4'"]; o139786176653024 -> o139786227377736; o139786176653024 -> o41800720 [label="str\n'7'"]; o139786176653024 -> o139786226613024; o139786176653024 -> o41803600 [label="str\n'\\xb8'"]; o139786176653024 -> o139786227481016; o139786176653024 -> o41800624 [label="str\n';'"]; o139786176653024 -> o139786226613184; o139786176653024 -> o41803504 [label="str\n'\\xbc'"]; o139786176653024 -> o139786226476096; o139786176653024 -> o41800528 [label="str\n'?'"]; o139786176653024 -> o139786226613344; o139786176653024 -> o41803408 [label="str\n'\\xc0'"]; o139786176653024 -> o139786227008496; o139786176653024 -> o41800432 [label="C",weight=2]; o139786176653024 -> o139786226613504; o139786176653024 -> o41803312 [label="str\n'\\xc4'"]; o139786176653024 -> o139786226507648; o139786176653024 -> o41800336 [label="G",weight=2]; o139786176653024 -> o139786226613664; o139786176653024 -> o41805208 [label="str\n'\\xc8'"]; o139786176653024 -> o139786226610224; o139786176653024 -> o41800240 [label="K",weight=2]; o139786176653024 -> o139786226613824; o139786176653024 -> o41805112 [label="str\n'\\xcc'"]; o139786176653024 -> o139786227379896; o139786176653024 -> o41802136 [label="O",weight=2]; o139786176653024 -> o139786226613984; o139786176653024 -> o41805016 [label="str\n'\\xd0'"]; o139786176653024 -> o139786227379856; o139786176653024 -> o41802040 [label="S",weight=2]; o139786176653024 -> o139786226614144; o139786176653024 -> o41804920 [label="str\n'\\xd4'"]; o139786176653024 -> o139786227007656; o139786176653024 -> o41801944 [label="W",weight=2]; o139786176653024 -> o139786226614360; o139786176653024 -> o41804824 [label="str\n'\\xd8'"]; o139786176653024 -> o139786226610464; o139786176653024 -> o41801848 [label="str\n'['"]; o139786176653024 -> o139786226614520; o139786176653024 -> o41804728 [label="str\n'\\xdc'"]; o139786176653024 -> o139786227481776; o139786176653024 -> o41801752 [label="_",weight=2]; o139786176653024 -> o139786226614680; o139786176653024 -> o41804632 [label="str\n'\\xe0'"]; o139786176653024 -> o139786227379656; o139786176653024 -> o41801656 [label="c",weight=2]; o139786176653024 -> o139786226614840; o139786176653024 -> o41804536 [label="str\n'\\xe4'"]; o139786176653024 -> o139786227007776; o139786176653024 -> o41801560 [label="g",weight=2]; o139786176653024 -> o139786226615000; o139786176653024 -> o41804440 [label="str\n'\\xe8'"]; o139786176653024 -> o139786227482576; o139786176653024 -> o41801464 [label="k",weight=2]; o139786176653024 -> o139786226615160; o139786176653024 -> o41804344 [label="str\n'\\xec'"]; o139786176653024 -> o139786227007696; o139786176653024 -> o41801368 [label="o",weight=2]; o139786176653024 -> o139786226615320; o139786176653024 -> o41804248 [label="str\n'\\xf0'"]; o139786176653024 -> o139786227480416; o139786176653024 -> o41801272 [label="s",weight=2]; o139786176653024 -> o139786226615480; o139786176653024 -> o41806144 [label="str\n'\\xf4'"]; o139786176653024 -> o139786227479776; o139786176653024 -> o41803168 [label="w",weight=2]; o139786176653024 -> o139786226615640; o139786176653024 -> o41806048 [label="str\n'\\xf8'"]; o139786176653024 -> o139786227378736; o139786176653024 -> o41803072 [label="str\n'{'"]; o139786176653024 -> o139786226615800; o139786176653024 -> o41805952 [label="str\n'\\xfc'"]; o139786176653024 -> o139786226610744; o139786176653024 -> o41802976 [label="str\n'\\x7f'"]; o139786176653024 -> o139786226610824; o139786176653024 -> o41802928 [label="str\n'\\x81'"]; o139786176653024 -> o139786226505888; o139786176653024 -> o41800000 [label="str\n'\\x02'"]; o139786176653024 -> o139786226610984; o139786176653024 -> o41802832 [label="str\n'\\x85'"]; o139786176653024 -> o139786226506048; o139786176653024 -> o41799904 [label="str\n'\\x06'"]; o139786176653024 -> o139786226611144; o139786176653024 -> o41802736 [label="str\n'\\x89'"]; o139786176653024 -> o139786226506208; o139786176653024 -> o41799808 [label="str\n'\\n'"]; o139786176653024 -> o139786226611304; o139786176653024 -> o41802640 [label="str\n'\\x8d'"]; o139786176653024 -> o139786226506368; o139786176653024 -> o41799712 [label="str\n'\\x0e'"]; o139786176653024 -> o139786226611464; o139786176653024 -> o41802544 [label="str\n'\\x91'"]; o139786176653024 -> o139786226506528; o139786176653024 -> o41799616 [label="str\n'\\x12'"]; o139786176653024 -> o139786226611624; o139786176653024 -> o41802448 [label="str\n'\\x95'"]; o139786176653024 -> o139786226506688; o139786176653024 -> o41799520 [label="str\n'\\x16'"]; o139786176653024 -> o139786226611784; o139786176653024 -> o41802352 [label="str\n'\\x99'"]; o139786176653024 -> o139786226506848; o139786176653024 -> o41799424 [label="str\n'\\x1a'"]; o139786176653024 -> o139786226611944; o139786176653024 -> o41802256 [label="str\n'\\x9d'"]; o139786176653024 -> o139786226507008; o139786176653024 -> o41799328 [label="str\n'\\x1e'"]; o139786176653024 -> o139786226612104; o139786176653024 -> o41804152 [label="str\n'\\xa1'"]; o139786176653024 -> o139786226507128; o139786176653024 -> o41799232 [label="str\n'\"'"]; o139786176653024 -> o139786226612264; o139786176653024 -> o41804056 [label="str\n'\\xa5'"]; o139786176653024 -> o139786226507208; o139786176653024 -> o41801128 [label="str\n'&'"]; o139786176653024 -> o139786226612424; o139786176653024 -> o41803960 [label="str\n'\\xa9'"]; o139786176653024 -> o139786227011416; o139786176653024 -> o41801032 [label="str\n'*'"]; o139786176653024 -> o139786226612584; o139786176653024 -> o41803864 [label="str\n'\\xad'"]; o139786176653024 -> o139786227377976; o139786176653024 -> o41800936 [label="str\n'.'"]; o139786176653024 -> o139786226612744; o139786176653024 -> o41803768 [label="str\n'\\xb1'"]; o139786176653024 -> o139786227480736; o139786176653024 -> o41800840 [label="str\n'2'"]; o139786176653024 -> o139786226612904; o139786176653024 -> o41803672 [label="str\n'\\xb5'"]; o139786176653024 -> o139786226507448; o139786176653024 -> o41800744 [label="str\n'6'"]; o139786176653024 -> o139786226613064; o139786176653024 -> o41803576 [label="str\n'\\xb9'"]; o139786176653024 -> o139786227481056; o139786176653024 -> o41800648 [label="str\n':'"]; o139786176653024 -> o139786226613224; o139786176653024 -> o41803480 [label="str\n'\\xbd'"]; o139786176653024 -> o139786227007536; o139786176653024 -> o41800552 [label="str\n'>'"]; o139786176653024 -> o139786226613384; o139786176653024 -> o41803384 [label="str\n'\\xc1'"]; o139786176653024 -> o139786227008416; o139786176653024 -> o41800456 [label="B",weight=2]; o139786176653024 -> o139786226613544; o139786176653024 -> o41803288 [label="str\n'\\xc5'"]; o139786176653024 -> o139786227380096; o139786176653024 -> o41800360 [label="F",weight=2]; o139786176653024 -> o139786226613704; o139786176653024 -> o41805184 [label="str\n'\\xc9'"]; o139786176653024 -> o139786226507728; o139786176653024 -> o41800264 [label="J",weight=2]; o139786176653024 -> o139786226613864; o139786176653024 -> o41805088 [label="str\n'\\xcd'"]; o139786176653024 -> o139786227379816; o139786176653024 -> o41802160 [label="N",weight=2]; o139786176653024 -> o139786226614024; o139786176653024 -> o41804992 [label="str\n'\\xd1'"]; o139786176653024 -> o139786227379936; o139786176653024 -> o41802064 [label="R",weight=2]; o139786176653024 -> o139786226614184; o139786176653024 -> o41804896 [label="str\n'\\xd5'"]; o139786176653024 -> o139786226610344; o139786176653024 -> o41801968 [label="V",weight=2]; o139786176653024 -> o139786226614400; o139786176653024 -> o41804800 [label="str\n'\\xd9'"]; o139786176653024 -> o139786226610424; o139786176653024 -> o41801872 [label="Z",weight=2]; o139786176653024 -> o139786226614560; o139786176653024 -> o41804704 [label="str\n'\\xdd'"]; o139786176653024 -> o139786226610544; o139786176653024 -> o41801776 [label="str\n'^'"]; o139786176653024 -> o139786226614720; o139786176653024 -> o41804608 [label="str\n'\\xe1'"]; o139786176653024 -> o139786227378176; o139786176653024 -> o41801680 [label="b",weight=2]; o139786176653024 -> o139786226614880; o139786176653024 -> o41804512 [label="str\n'\\xe5'"]; o139786176653024 -> o139786227480336; o139786176653024 -> o41801584 [label="f",weight=2]; o139786176653024 -> o139786226615040; o139786176653024 -> o41804416 [label="str\n'\\xe9'"]; o139786176653024 -> o139786227378856; o139786176653024 -> o41801488 [label="j",weight=2]; o139786176653024 -> o139786226615200; o139786176653024 -> o41804320 [label="str\n'\\xed'"]; o139786176653024 -> o139786227481816; o139786176653024 -> o41801392 [label="n",weight=2]; o139786176653024 -> o139786226615360; o139786176653024 -> o41806216 [label="str\n'\\xf1'"]; o139786176653024 -> o139786227479736; o139786176653024 -> o41801296 [label="r",weight=2]; o139786176653024 -> o139786226615520; o139786176653024 -> o41806120 [label="str\n'\\xf5'"]; o139786176653024 -> o139786227376176; o139786176653024 -> o41803192 [label="v",weight=2]; o139786176653024 -> o139786226615680; o139786176653024 -> o41806024 [label="str\n'\\xf9'"]; o139786176653024 -> o139786226610664; o139786176653024 -> o41803096 [label="z",weight=2]; o139786176653024 -> o139786226615840; o139786176653024 -> o41805928 [label="str\n'\\xfd'"]; o139786176653024 -> o139786227480936; o139786176653024 -> o41803000 [label="str\n'~'"]; o139786176653024 -> o139786226505848; o139786176653024 -> o41800024 [label="str\n'\\x01'"]; o139786176653024 -> o139786226610864; o139786176653024 -> o41802904 [label="str\n'\\x82'"]; o139786176653024 -> o139786226506008; o139786176653024 -> o41799928 [label="str\n'\\x05'"]; o139786176653024 -> o139786226611024; o139786176653024 -> o41802808 [label="str\n'\\x86'"]; o139786176653024 -> o139786226506168; o139786176653024 -> o41799832 [label="str\n'\\t'"]; o139786176653024 -> o139786226611184; o139786176653024 -> o41802712 [label="str\n'\\x8a'"]; o139786176653024 -> o139786226506328; o139786176653024 -> o41799736 [label="str\n'\\r'"]; o139786176653024 -> o139786226611344; o139786176653024 -> o41802616 [label="str\n'\\x8e'"]; o139786176653024 -> o139786226506488; o139786176653024 -> o41799640 [label="str\n'\\x11'"]; o139786176653024 -> o139786226611504; o139786176653024 -> o41802520 [label="str\n'\\x92'"]; o139786176653024 -> o139786226506648; o139786176653024 -> o41799544 [label="str\n'\\x15'"]; o139786176653024 -> o139786226611664; o139786176653024 -> o41802424 [label="str\n'\\x96'"]; o139786176653024 -> o139786226506808; o139786176653024 -> o41799448 [label="str\n'\\x19'"]; o139786176653024 -> o139786226611824; o139786176653024 -> o41802328 [label="str\n'\\x9a'"]; o139786176653024 -> o139786226506968; o139786176653024 -> o41799352 [label="str\n'\\x1d'"]; o139786176653024 -> o139786226611984; o139786176653024 -> o41802232 [label="str\n'\\x9e'"]; o139786176653024 -> o139786226507088; o139786176653024 -> o41799256 [label="str\n'!'"]; o139786176653024 -> o139786226612144; o139786176653024 -> o41804128 [label="str\n'\\xa2'"]; o139786176653024 -> o139786226507168; o139786176653024 -> o41801152 [label="str\n'%'"]; o139786176653024 -> o139786226612304; o139786176653024 -> o41804032 [label="str\n'\\xa6'"]; o139786176653024 -> o139786226503888; o139786176653024 -> o41801056 [label="str\n')'"]; o139786176653024 -> o139786226612464; o139786176653024 -> o41803936 [label="str\n'\\xaa'"]; o139786176653024 -> o139786226475936; o139786176653024 -> o41800960 [label="str\n'-'"]; o139786176653024 -> o139786226612624; o139786176653024 -> o41803840 [label="str\n'\\xae'"]; o139786176653024 -> o139786227377416; o139786176653024 -> o41800864 [label="str\n'1'"]; o139786176653024 -> o139786226612784; o139786176653024 -> o41803744 [label="str\n'\\xb2'"]; o139786176653024 -> o139786226507408; o139786176653024 -> o41800768 [label="str\n'5'"]; o139786176653024 -> o139786226612944; o139786176653024 -> o41803648 [label="str\n'\\xb6'"]; o139786176653024 -> o139786226507488; o139786176653024 -> o41800672 [label="str\n'9'"]; o139786176653024 -> o139786226613104; o139786176653024 -> o41803552 [label="str\n'\\xba'"]; o139786176653024 -> o139786226504008; o139786176653024 -> o41800576 [label="str\n'='"]; o139786176653024 -> o139786226613264; o139786176653024 -> o41803456 [label="str\n'\\xbe'"]; o139786176653024 -> o139786226507568; o139786176653024 -> o41800480 [label="A",weight=2]; o139786176653024 -> o139786226613424; o139786176653024 -> o41803360 [label="str\n'\\xc2'"]; o139786176653024 -> o139786227377936; o139786176653024 -> o41800384 [label="E",weight=2]; o139786176653024 -> o139786226613584; o139786176653024 -> o41803264 [label="str\n'\\xc6'"]; o139786176653024 -> o139786227379696; o139786176653024 -> o41800288 [label="I",weight=2]; o139786176653024 -> o139786226613744; o139786176653024 -> o41805160 [label="str\n'\\xca'"]; o139786176653024 -> o139786227377136; o139786176653024 -> o41802184 [label="M",weight=2]; o139786176653024 -> o139786226613904; o139786176653024 -> o41805064 [label="str\n'\\xce'"]; o139786176653024 -> o139786226610304; o139786176653024 -> o41802088 [label="Q",weight=2]; o139786176653024 -> o139786226614064; o139786176653024 -> o41804968 [label="str\n'\\xd2'"]; o139786176653024 -> o139786226796184; o139786176653024 -> o41801992 [label="U",weight=2]; o139786176653024 -> o139786226614224; o139786176653024 -> o41804872 [label="str\n'\\xd6'"]; o139786176653024 -> o139786226610384; o139786176653024 -> o41801896 [label="Y",weight=2]; o139786176653024 -> o139786226614440; o139786176653024 -> o41804776 [label="str\n'\\xda'"]; o139786176653024 -> o139786227481736; o139786176653024 -> o41801800 [label="str\n']'"]; o139786176653024 -> o139786226614600; o139786176653024 -> o41804680 [label="str\n'\\xde'"]; o139786176653024 -> o139786227378136; o139786176653024 -> o41801704 [label="a",weight=2]; o139786176653024 -> o139786226614760; o139786176653024 -> o41804584 [label="str\n'\\xe2'"]; o139786176653024 -> o139786227482056; o139786176653024 -> o41801608 [label="e",weight=2]; o139786176653024 -> o139786226614920; o139786176653024 -> o41804488 [label="str\n'\\xe6'"]; o139786176653024 -> o139786227481416; o139786176653024 -> o41801512 [label="i",weight=2]; o139786176653024 -> o139786226615080; o139786176653024 -> o41804392 [label="str\n'\\xea'"]; o139786176653024 -> o139786227480296; o139786176653024 -> o41801416 [label="m",weight=2]; o139786176653024 -> o139786226615240; o139786176653024 -> o41804296 [label="str\n'\\xee'"]; o139786176653024 -> o139786227481376; o139786176653024 -> o41801320 [label="q",weight=2]; o139786176653024 -> o139786226615400; o139786176653024 -> o41806192 [label="str\n'\\xf2'"]; o139786176653024 -> o139786227007816; o139786176653024 -> o41801224 [label="u",weight=2]; o139786176653024 -> o139786226615560; o139786176653024 -> o41806096 [label="str\n'\\xf6'"]; o139786176653024 -> o139786226610624; o139786176653024 -> o41803120 [label="y",weight=2]; o139786176653024 -> o139786226615720; o139786176653024 -> o41806000 [label="str\n'\\xfa'"]; o139786176653024 -> o139786227378776; o139786176653024 -> o41803024 [label="str\n'}'"]; o139786176653024 -> o139786226615880; o139786176653024 -> o41805904 [label="str\n'\\xfe'"]; o139786226505808[label="str\n'\\x00'"]; o139786226505808[fillcolor="0,0,0.766667"]; o41800048[label="int\n0"]; o41800048[fillcolor="0,0,0.766667"]; o139786226610904[label="str\n'\\x83'"]; o139786226610904[fillcolor="0,0,0.766667"]; o41802880[label="int\n131"]; o41802880[fillcolor="0,0,0.766667"]; o139786226505968[label="str\n'\\x04'"]; o139786226505968[fillcolor="0,0,0.766667"]; o41799952[label="int\n4"]; o41799952[fillcolor="0,0,0.766667"]; o139786226611064[label="str\n'\\x87'"]; o139786226611064[fillcolor="0,0,0.766667"]; o41802784[label="int\n135"]; o41802784[fillcolor="0,0,0.766667"]; o139786226506128[label="str\n'\\x08'"]; o139786226506128[fillcolor="0,0,0.766667"]; o41799856[label="int\n8"]; o41799856[fillcolor="0,0,0.766667"]; o139786226611224[label="str\n'\\x8b'"]; o139786226611224[fillcolor="0,0,0.766667"]; o41802688[label="int\n139"]; o41802688[fillcolor="0,0,0.766667"]; o139786226506288[label="str\n'\\x0c'"]; o139786226506288[fillcolor="0,0,0.766667"]; o41799760[label="int\n12"]; o41799760[fillcolor="0,0,0.766667"]; o139786226611384[label="str\n'\\x8f'"]; o139786226611384[fillcolor="0,0,0.766667"]; o41802592[label="int\n143"]; o41802592[fillcolor="0,0,0.766667"]; o139786226506448[label="str\n'\\x10'"]; o139786226506448[fillcolor="0,0,0.766667"]; o41799664[label="int\n16"]; o41799664[fillcolor="0,0,0.766667"]; o139786226611544[label="str\n'\\x93'"]; o139786226611544[fillcolor="0,0,0.766667"]; o41802496[label="int\n147"]; o41802496[fillcolor="0,0,0.766667"]; o139786226506608[label="str\n'\\x14'"]; o139786226506608[fillcolor="0,0,0.766667"]; o41799568[label="int\n20"]; o41799568[fillcolor="0,0,0.766667"]; o139786226611704[label="str\n'\\x97'"]; o139786226611704[fillcolor="0,0,0.766667"]; o41802400[label="int\n151"]; o41802400[fillcolor="0,0,0.766667"]; o139786226506768[label="str\n'\\x18'"]; o139786226506768[fillcolor="0,0,0.766667"]; o41799472[label="int\n24"]; o41799472[fillcolor="0,0,0.766667"]; o139786226611864[label="str\n'\\x9b'"]; o139786226611864[fillcolor="0,0,0.766667"]; o41802304[label="int\n155"]; o41802304[fillcolor="0,0,0.766667"]; o139786226506928[label="str\n'\\x1c'"]; o139786226506928[fillcolor="0,0,0.766667"]; o41799376[label="int\n28"]; o41799376[fillcolor="0,0,0.766667"]; o139786226612024[label="str\n'\\x9f'"]; o139786226612024[fillcolor="0,0,0.766667"]; o41804200[label="int\n159"]; o41804200[fillcolor="0,0,0.766667"]; o139786226797704[label="str\n' '"]; o139786226797704[fillcolor="0,0,0.766667"]; o41799280[label="int\n32"]; o41799280[fillcolor="0,0,0.766667"]; o139786226612184[label="str\n'\\xa3'"]; o139786226612184[fillcolor="0,0,0.766667"]; o41804104[label="int\n163"]; o41804104[fillcolor="0,0,0.766667"]; o139786227378696[label="str\n'$'"]; o139786227378696[fillcolor="0,0,0.766667"]; o41801176[label="int\n36"]; o41801176[fillcolor="0,0,0.766667"]; o139786226612344[label="str\n'\\xa7'"]; o139786226612344[fillcolor="0,0,0.766667"]; o41804008[label="int\n167"]; o41804008[fillcolor="0,0,0.766667"]; o139786226478776[label="str\n'('"]; o139786226478776[fillcolor="0,0,0.766667"]; o41801080[label="int\n40"]; o41801080[fillcolor="0,0,0.766667"]; o139786226612504[label="str\n'\\xab'"]; o139786226612504[fillcolor="0,0,0.766667"]; o41803912[label="int\n171"]; o41803912[fillcolor="0,0,0.766667"]; o139786226475776[label="str\n','"]; o139786226475776[fillcolor="0,0,0.766667"]; o41800984[label="int\n44"]; o41800984[fillcolor="0,0,0.766667"]; o139786226612664[label="str\n'\\xaf'"]; o139786226612664[fillcolor="0,0,0.766667"]; o41803816[label="int\n175"]; o41803816[fillcolor="0,0,0.766667"]; o139786226507288[label="str\n'0'"]; o139786226507288[fillcolor="0,0,0.766667"]; o41800888[label="int\n48"]; o41800888[fillcolor="0,0,0.766667"]; o139786226612824[label="str\n'\\xb3'"]; o139786226612824[fillcolor="0,0,0.766667"]; o41803720[label="int\n179"]; o41803720[fillcolor="0,0,0.766667"]; o139786226507368[label="str\n'4'"]; o139786226507368[fillcolor="0,0,0.766667"]; o41800792[label="int\n52"]; o41800792[fillcolor="0,0,0.766667"]; o139786226612984[label="str\n'\\xb7'"]; o139786226612984[fillcolor="0,0,0.766667"]; o41803624[label="int\n183"]; o41803624[fillcolor="0,0,0.766667"]; o139786226798424[label="str\n'8'"]; o139786226798424[fillcolor="0,0,0.766667"]; o41800696[label="int\n56"]; o41800696[fillcolor="0,0,0.766667"]; o139786226613144[label="str\n'\\xbb'"]; o139786226613144[fillcolor="0,0,0.766667"]; o41803528[label="int\n187"]; o41803528[fillcolor="0,0,0.766667"]; o139786227380176[label="str\n'<'"]; o139786227380176[fillcolor="0,0,0.766667"]; o41800600[label="int\n60"]; o41800600[fillcolor="0,0,0.766667"]; o139786226613304[label="str\n'\\xbf'"]; o139786226613304[fillcolor="0,0,0.766667"]; o41803432[label="int\n191"]; o41803432[fillcolor="0,0,0.766667"]; o139786226507528[label="str\n'@'"]; o139786226507528[fillcolor="0,0,0.766667"]; o41800504[label="int\n64"]; o41800504[fillcolor="0,0,0.766667"]; o139786226613464[label="str\n'\\xc3'"]; o139786226613464[fillcolor="0,0,0.766667"]; o41803336[label="int\n195"]; o41803336[fillcolor="0,0,0.766667"]; o139786226507608[label="str\n'D'"]; o139786226507608[fillcolor="0,0,0.766667"]; o41800408[label="int\n68"]; o41800408[fillcolor="0,0,0.766667"]; o139786226613624[label="str\n'\\xc7'"]; o139786226613624[fillcolor="0,0,0.766667"]; o41803240[label="int\n199"]; o41803240[fillcolor="0,0,0.766667"]; o139786226507688[label="str\n'H'"]; o139786226507688[fillcolor="0,0,0.766667"]; o41800312[label="int\n72"]; o41800312[fillcolor="0,0,0.766667"]; o139786226613784[label="str\n'\\xcb'"]; o139786226613784[fillcolor="0,0,0.766667"]; o41805136[label="int\n203"]; o41805136[fillcolor="0,0,0.766667"]; o139786227480376[label="str\n'L'"]; o139786227480376[fillcolor="0,0,0.766667"]; o41800216[label="int\n76"]; o41800216[fillcolor="0,0,0.766667"]; o139786226613944[label="str\n'\\xcf'"]; o139786226613944[fillcolor="0,0,0.766667"]; o41805040[label="int\n207"]; o41805040[fillcolor="0,0,0.766667"]; o139786226610264[label="str\n'P'"]; o139786226610264[fillcolor="0,0,0.766667"]; o41802112[label="int\n80"]; o41802112[fillcolor="0,0,0.766667"]; o139786226614104[label="str\n'\\xd3'"]; o139786226614104[fillcolor="0,0,0.766667"]; o41804944[label="int\n211"]; o41804944[fillcolor="0,0,0.766667"]; o139786227007616[label="str\n'T'"]; o139786227007616[fillcolor="0,0,0.766667"]; o41802016[label="int\n84"]; o41802016[fillcolor="0,0,0.766667"]; o139786226614320[label="str\n'\\xd7'"]; o139786226614320[fillcolor="0,0,0.766667"]; o41804848[label="int\n215"]; o41804848[fillcolor="0,0,0.766667"]; o139786227007736[label="str\n'X'"]; o139786227007736[fillcolor="0,0,0.766667"]; o41801920[label="int\n88"]; o41801920[fillcolor="0,0,0.766667"]; o139786226614480[label="str\n'\\xdb'"]; o139786226614480[fillcolor="0,0,0.766667"]; o41804752[label="int\n219"]; o41804752[fillcolor="0,0,0.766667"]; o139786226610504[label="str\n'\\\\'"]; o139786226610504[fillcolor="0,0,0.766667"]; o41801824[label="int\n92"]; o41801824[fillcolor="0,0,0.766667"]; o139786226614640[label="str\n'\\xdf'"]; o139786226614640[fillcolor="0,0,0.766667"]; o41804656[label="int\n223"]; o41804656[fillcolor="0,0,0.766667"]; o139786226610584[label="str\n'`'"]; o139786226610584[fillcolor="0,0,0.766667"]; o41801728[label="int\n96"]; o41801728[fillcolor="0,0,0.766667"]; o139786226614800[label="str\n'\\xe3'"]; o139786226614800[fillcolor="0,0,0.766667"]; o41804560[label="int\n227"]; o41804560[fillcolor="0,0,0.766667"]; o139786227480456[label="str\n'd'"]; o139786227480456[fillcolor="0,0,0.766667"]; o41801632[label="int\n100"]; o41801632[fillcolor="0,0,0.766667"]; o139786226614960[label="str\n'\\xe7'"]; o139786226614960[fillcolor="0,0,0.766667"]; o41804464[label="int\n231"]; o41804464[fillcolor="0,0,0.766667"]; o139786227009016[label="str\n'h'"]; o139786227009016[fillcolor="0,0,0.766667"]; o41801536[label="int\n104"]; o41801536[fillcolor="0,0,0.766667"]; o139786226615120[label="str\n'\\xeb'"]; o139786226615120[fillcolor="0,0,0.766667"]; o41804368[label="int\n235"]; o41804368[fillcolor="0,0,0.766667"]; o139786227007856[label="str\n'l'"]; o139786227007856[fillcolor="0,0,0.766667"]; o41801440[label="int\n108"]; o41801440[fillcolor="0,0,0.766667"]; o139786226615280[label="str\n'\\xef'"]; o139786226615280[fillcolor="0,0,0.766667"]; o41804272[label="int\n239"]; o41804272[fillcolor="0,0,0.766667"]; o139786227480816[label="str\n'p'"]; o139786227480816[fillcolor="0,0,0.766667"]; o41801344[label="int\n112"]; o41801344[fillcolor="0,0,0.766667"]; o139786226615440[label="str\n'\\xf3'"]; o139786226615440[fillcolor="0,0,0.766667"]; o41806168[label="int\n243"]; o41806168[fillcolor="0,0,0.766667"]; o139786227376896[label="str\n't'"]; o139786227376896[fillcolor="0,0,0.766667"]; o41801248[label="int\n116"]; o41801248[fillcolor="0,0,0.766667"]; o139786226615600[label="str\n'\\xf7'"]; o139786226615600[fillcolor="0,0,0.766667"]; o41806072[label="int\n247"]; o41806072[fillcolor="0,0,0.766667"]; o139786227482256[label="str\n'x'"]; o139786227482256[fillcolor="0,0,0.766667"]; o41803144[label="int\n120"]; o41803144[fillcolor="0,0,0.766667"]; o139786226615760[label="str\n'\\xfb'"]; o139786226615760[fillcolor="0,0,0.766667"]; o41805976[label="int\n251"]; o41805976[fillcolor="0,0,0.766667"]; o139786226610704[label="str\n'|'"]; o139786226610704[fillcolor="0,0,0.766667"]; o41803048[label="int\n124"]; o41803048[fillcolor="0,0,0.766667"]; o139786226615920[label="str\n'\\xff'"]; o139786226615920[fillcolor="0,0,0.766667"]; o41805880[label="int\n255"]; o41805880[fillcolor="0,0,0.766667"]; o139786226610784[label="str\n'\\x80'"]; o139786226610784[fillcolor="0,0,0.766667"]; o41802952[label="int\n128"]; o41802952[fillcolor="0,0,0.766667"]; o139786226505928[label="str\n'\\x03'"]; o139786226505928[fillcolor="0,0,0.766667"]; o41799976[label="int\n3"]; o41799976[fillcolor="0,0,0.766667"]; o139786226610944[label="str\n'\\x84'"]; o139786226610944[fillcolor="0,0,0.766667"]; o41802856[label="int\n132"]; o41802856[fillcolor="0,0,0.766667"]; o139786226506088[label="str\n'\\x07'"]; o139786226506088[fillcolor="0,0,0.766667"]; o41799880[label="int\n7"]; o41799880[fillcolor="0,0,0.766667"]; o139786226611104[label="str\n'\\x88'"]; o139786226611104[fillcolor="0,0,0.766667"]; o41802760[label="int\n136"]; o41802760[fillcolor="0,0,0.766667"]; o139786226506248[label="str\n'\\x0b'"]; o139786226506248[fillcolor="0,0,0.766667"]; o41799784[label="int\n11"]; o41799784[fillcolor="0,0,0.766667"]; o139786226611264[label="str\n'\\x8c'"]; o139786226611264[fillcolor="0,0,0.766667"]; o41802664[label="int\n140"]; o41802664[fillcolor="0,0,0.766667"]; o139786226506408[label="str\n'\\x0f'"]; o139786226506408[fillcolor="0,0,0.766667"]; o41799688[label="int\n15"]; o41799688[fillcolor="0,0,0.766667"]; o139786226611424[label="str\n'\\x90'"]; o139786226611424[fillcolor="0,0,0.766667"]; o41802568[label="int\n144"]; o41802568[fillcolor="0,0,0.766667"]; o139786226506568[label="str\n'\\x13'"]; o139786226506568[fillcolor="0,0,0.766667"]; o41799592[label="int\n19"]; o41799592[fillcolor="0,0,0.766667"]; o139786226611584[label="str\n'\\x94'"]; o139786226611584[fillcolor="0,0,0.766667"]; o41802472[label="int\n148"]; o41802472[fillcolor="0,0,0.766667"]; o139786226506728[label="str\n'\\x17'"]; o139786226506728[fillcolor="0,0,0.766667"]; o41799496[label="int\n23"]; o41799496[fillcolor="0,0,0.766667"]; o139786226611744[label="str\n'\\x98'"]; o139786226611744[fillcolor="0,0,0.766667"]; o41802376[label="int\n152"]; o41802376[fillcolor="0,0,0.766667"]; o139786226506888[label="str\n'\\x1b'"]; o139786226506888[fillcolor="0,0,0.766667"]; o41799400[label="int\n27"]; o41799400[fillcolor="0,0,0.766667"]; o139786226611904[label="str\n'\\x9c'"]; o139786226611904[fillcolor="0,0,0.766667"]; o41802280[label="int\n156"]; o41802280[fillcolor="0,0,0.766667"]; o139786226507048[label="str\n'\\x1f'"]; o139786226507048[fillcolor="0,0,0.766667"]; o41799304[label="int\n31"]; o41799304[fillcolor="0,0,0.766667"]; o139786226612064[label="str\n'\\xa0'"]; o139786226612064[fillcolor="0,0,0.766667"]; o41804176[label="int\n160"]; o41804176[fillcolor="0,0,0.766667"]; o139786227480536[label="str\n'#'"]; o139786227480536[fillcolor="0,0,0.766667"]; o41799208[label="int\n35"]; o41799208[fillcolor="0,0,0.766667"]; o139786226612224[label="str\n'\\xa4'"]; o139786226612224[fillcolor="0,0,0.766667"]; o41804080[label="int\n164"]; o41804080[fillcolor="0,0,0.766667"]; o139786226507248[label="str\n\"'\""]; o139786226507248[fillcolor="0,0,0.766667"]; o41801104[label="int\n39"]; o41801104[fillcolor="0,0,0.766667"]; o139786226612384[label="str\n'\\xa8'"]; o139786226612384[fillcolor="0,0,0.766667"]; o41803984[label="int\n168"]; o41803984[fillcolor="0,0,0.766667"]; o139786226475856[label="str\n'+'"]; o139786226475856[fillcolor="0,0,0.766667"]; o41801008[label="int\n43"]; o41801008[fillcolor="0,0,0.766667"]; o139786226612544[label="str\n'\\xac'"]; o139786226612544[fillcolor="0,0,0.766667"]; o41803888[label="int\n172"]; o41803888[fillcolor="0,0,0.766667"]; o139786227480696[label="str\n'/'"]; o139786227480696[fillcolor="0,0,0.766667"]; o41800912[label="int\n47"]; o41800912[fillcolor="0,0,0.766667"]; o139786226612704[label="str\n'\\xb0'"]; o139786226612704[fillcolor="0,0,0.766667"]; o41803792[label="int\n176"]; o41803792[fillcolor="0,0,0.766667"]; o139786226507328[label="str\n'3'"]; o139786226507328[fillcolor="0,0,0.766667"]; o41800816[label="int\n51"]; o41800816[fillcolor="0,0,0.766667"]; o139786226612864[label="str\n'\\xb4'"]; o139786226612864[fillcolor="0,0,0.766667"]; 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You should see a graph like this: .. figure:: sample-graph.png :alt: [graph of objects reachable from y] If you prefer to handle your own file output, you can provide a file object to the ``output`` parameter of ``show_refs`` and ``show_backrefs`` instead of a filename. The contents of this file will contain the graph source in DOT format. Backreferences -------------- Now try >>> objgraph.show_backrefs([x], filename='sample-backref-graph.png') ... # doctest: +NODES_VARY Graph written to ....dot (8 nodes) Image generated as sample-backref-graph.png and you'll see .. figure:: sample-backref-graph.png :alt: [graph of objects from which y is reachable] :scale: 50% Memory leak example ------------------- The original purpose of :mod:`objgraph` was to help me find memory leaks. The idea was to pick an object in memory that shouldn't be there and then see what references are keeping it alive. To get a quick overview of the objects in memory, use the imaginatively-named :func:`show_most_common_types`: >>> objgraph.show_most_common_types() # doctest: +RANDOM_OUTPUT tuple 5224 function 1329 wrapper_descriptor 967 dict 790 builtin_function_or_method 658 method_descriptor 340 weakref 322 list 168 member_descriptor 167 type 163 But that's looking for a small needle in a large haystack. Can we limit our haystack to objects that were created recently? Perhaps. Let's define a function that "leaks" memory >>> class MyBigFatObject(object): ... pass ... >>> def computate_something(_cache={}): ... _cache[42] = dict(foo=MyBigFatObject(), ... bar=MyBigFatObject()) ... # a very explicit and easy-to-find "leak" but oh well ... x = MyBigFatObject() # this one doesn't leak We take a snapshot of all the objects counts that are alive before we call our function >>> objgraph.show_growth(limit=3) # doctest: +RANDOM_OUTPUT tuple 5228 +5228 function 1330 +1330 wrapper_descriptor 967 +967 and see what changes after we call it >>> computate_something() >>> objgraph.show_growth() # doctest: +RANDOM_OUTPUT MyBigFatObject 2 +2 dict 797 +1 It's easy to see :class:`MyBigFatObject` instances that appeared and were not freed. I can pick one of them at random and trace the reference chain back to one of the garbage collector's roots. For simplicity's sake let's assume all of the roots are modules. ``objgraph`` provides a function, :func:`~objgraph.is_proper_module`, to check this. If you've any examples where that isn't true, I'd love to hear about them (although see :ref:`leaking-objects`). >>> import random >>> objgraph.show_chain( ... objgraph.find_backref_chain( ... random.choice(objgraph.by_type('MyBigFatObject')), ... objgraph.is_proper_module), ... filename='chain.png') Graph written to ...dot (13 nodes) Image generated as chain.png .. figure:: chain.png :alt: [chain of references from a module to a MyBigFatObject instance] :scale: 50% It is perhaps surprising to find :mod:`linecache` at the end of that chain (apparently :mod:`doctest` monkey-patches it), but the important things -- :func:`computate_something` and its cache dictionary -- are in there. There are other tools, perhaps better suited for memory leak hunting: `heapy `_, `Dozer `_. .. _leaking-objects: Reference counting bugs ----------------------- Bugs in C-level reference counting may leave objects in memory that do not have any other objects pointing at them. You can find these by calling :func:`get_leaking_objects`, but you'll have to filter out legitimate GC roots from them, and there are a *lot* of those: >>> roots = objgraph.get_leaking_objects() >>> len(roots) # doctest: +RANDOM_OUTPUT 4621 >>> objgraph.show_most_common_types(objects=roots) ... # doctest: +RANDOM_OUTPUT tuple 4333 dict 171 list 74 instancemethod 4 listiterator 2 MemoryError 1 Sub 1 RuntimeError 1 Param 1 Add 1 >>> objgraph.show_refs(roots[:3], refcounts=True, filename='roots.png') ... # doctest: +NODES_VARY Graph written to ...dot (19 nodes) Image generated as roots.png .. figure:: roots.png :alt: [GC roots and potentially leaked objects] :scale: 25% API Documentation ----------------- .. toctree:: :maxdepth: 2 objgraph More examples, that also double as tests ---------------------------------------- .. toctree:: :maxdepth: 2 references extra-info highlighting uncollectable generator-sample chain quoting .. include:: ../README.rst :start-after: .. _history: :end-before: .. _devel: And here's the change log .. toctree:: :maxdepth: 2 CHANGES .. include:: ../README.rst :start-after: .. _devel: For more information, see :ref:`hacking`. .. toctree:: :hidden: HACKING .. Indices and tables .. ------------------ .. .. * :ref:`genindex` .. * :ref:`modindex` .. * :ref:`search` objgraph-3.4.0/docs/chain.png0000644000175000017500000020124213240601137015060 0ustar mgmg00000000000000PNG  IHDR*@bKGD IDATxy\TuaEA1q!\ 3Ү2MdeWGmՕzf֕Afer! 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You'll need `graphviz `_ if you want to draw the pretty graphs. I recommend `xdot `_ for interactive use. ``pip install xdot`` should suffice; objgraph will automatically look for it in your ``PATH``. Installation and Documentation ------------------------------ ``pip install objgraph`` or `download it from PyPI `_. Documentation lives at https://mg.pov.lt/objgraph. .. _history: History ------- I've developed a set of functions that eventually became objgraph when I was hunting for memory leaks in a Python program. The whole story -- with illustrated examples -- is in this series of blog posts: * `Hunting memory leaks in Python `_ * `Python object graphs `_ * `Object graphs with graphviz `_ .. _devel: Support and Development ----------------------- The source code can be found in this Git repository: https://github.com/mgedmin/objgraph. To check it out, use ``git clone https://github.com/mgedmin/objgraph``. Report bugs at https://github.com/mgedmin/objgraph/issues. Changes ======= 3.4.0 (2018-02-13) ------------------ - New functions: `get_new_ids`, `at_addrs`. Contributed by Justin Black in `PR 36 `_. 3.3.0 (2017-12-28) ------------------ - New function: `growth`. 3.2.0 (2017-12-20) ------------------ - New ``filter`` argument for `typestats`, `most_common_types`, `show_most_common_types`, `show_growth`. - Show lambda functions in a more human-friendly way. 3.1.2 (2017-11-27) ------------------ - Correct UTF-8 mojibake in the changelog and switch all links to HTTPS. 3.1.1 (2017-10-30) ------------------ - Add support for Python 3.6. - Replace bare ``except:`` in ``safe_repr()`` with ``except Exception:``. 3.1.0 (2016-12-07) ------------------ - Support displaying graphs inline in IPython/Jupyter notebooks (`issue 28 `). 3.0.1 (2016-09-17) ------------------ - The ``file`` argument of `show_most_common_types` and `show_growth` now defaults to ``None`` instead of ``sys.stdout``. ``None`` is interpreted to be the same as ``sys.stdout``, which means the right stdout will be used if you change it at runtime (which happens, in doctests). 3.0.0 (2016-04-13) ------------------ - `show_most_common_types` and `show_growth` now accept a ``file`` argument if you want to redirect the output elsewhere. Fixes `issue 24 `_. Contributed by "d-sun-d". - Don't trust ``__class__`` to be accurate and ``__name__`` to be a string. Fixes errors in some convoluted corner cases when mocks are involved. Contributed by Andrew Shannon Brown in `PR 26 `_. - Drop support for Python 2.4, 2.5, and 2.6. - Drop support for Python 3.1 and 3.2. - Add support for Python 3.5. 2.0.1 (2015-07-28) ------------------ - Avoid creating reference cycles between the stack frame and the local ``objects`` variable in `by_type`, `count`, and `typestats`. Fixes `issue 22 `_. Contributed by Erik Bray. 2.0.0 (2015-04-18) ------------------ - `show_refs` and `show_backrefs` now accept a file-like object (via the new ``output`` argument) as an alternative to a filename. - Made internal helper methods private. This includes `find_chain`, `show_graph`, `obj_node_id`, `obj_label`, `quote`, `long_typename`, `safe_repr`, `short_repr`, `gradient`, `edge_label`, and `_program_in_path`. - Correctly determine the name of old-style classes in `count`, `by_type`, and graph drawing functions. Fixes `issue 16 `_. Contributed by Mike Lambert. 1.8.1 (2014-05-15) ------------------ - Do not expect file objects to have an ``encoding`` attribute. Makes objgraph compatible with Eventlet's monkey-patching. Fixes `issue 6 `_. Contributed by Jakub Stasiak. 1.8.0 (2014-02-13) ------------------ - Moved to GitHub. - Python 3.4 support (`LP#1270872 `_). - New function: `is_proper_module`. - New ``shortnames`` argument for `typestats`, `most_common_types`, `show_most_common_types`, `show_growth`, `show_refs`, and `show_backrefs`. `count` and `by_type` accept fully-qualified type names now. Fixes `issue 4 `_. 1.7.2 (2012-10-23) ------------------ - Bugfix: setup.py sdist was broken on Python 2.7 (UnicodeDecodeError in tarfile). - The ``filename`` argument for `show_refs` and `show_backrefs` now allows arbitrary image formats, not just PNG. Patch by `Riccardo Murri `_. - Temporary dot files are now named `objgraph-*.dot` instead of `tmp*.dot`. - Python 3.3 support: no code changes, but some tests started failing because the new and improved dictionary implementation no longer holds references to str objects used as dict keys. - Added a tox.ini for convenient multi-Python testing. 1.7.1 (2011-12-11) ------------------ - Bugfix: non-ASCII characters in object representations would break graph generation on Python 3.x, in some locales (e.g. with LC_ALL=C). Reported and fixed by `Stefano Rivera `_. - Bugfix: setup.py was broken on Python 3.x - Bugfix: dot.exe/xdot.exe were not found on Windows (`LP#767239 `_). - Documentation updates: document the forgotten `find_ref_chain`, update `show_chain` prototype. 1.7.0 (2011-03-11) ------------------ - New function: `find_ref_chain`. - New ``backrefs`` argument for `show_chain`. - New function: `get_leaking_objects`, based on `a blog post by Kristján Valur `_. - New ``objects`` argument for `count`, `typestats`, `most_common_types`, `show_most_common_types`, and `by_type`. - Edges pointing to function attributes such as __defaults__ or __globals__ are now labeled. - Edge labels that are not simple strings now show the type. - Bugfix: '\0' and other unsafe characters used in a dictionary key could break graph generation. - Bugfix: show_refs(..., filename='graph.dot') would then go to complain about unrecognized file types and then produce a png. 1.6.0 (2010-12-18) ------------------ - Python 3 support, thanks to Stefano Rivera (fixes `LP#687601 `_). - Removed weird weakref special-casing. 1.5.1 (2010-12-09) ------------------ - Avoid test failures in uncollectable-garbage.txt (fixes `LP#686731 `_). - Added HACKING.txt (later renamed to HACKING.rst). 1.5.0 (2010-12-05) ------------------ - Show frame objects as well (fixes `LP#361704 `_). - New functions: `show_growth`, `show_chain`. - `find_backref_chain` returns ``[obj]`` instead of ``None`` when a chain could not be found. This makes ``show_chain(find_backref_chain(...), ...)`` not break. - Show how many references were skipped from the output of `show_refs`/`show_backrefs` by specifying ``too_many``. - Make `show_refs` descend into modules. - Do not highlight classes that define a ``__del__``, highlight only instances of those classes. - Option to show reference counts in `show_refs`/`show_backrefs`. - Add `Sphinx `_ documentation and a PyPI long description. 1.4.0 (2010-11-03) ------------------ - Compatibility with Python 2.4 and 2.5 (``tempfile.NamedTemporaryFile`` has no ``delete`` argument). - New function: `most_common_types`. 1.3.1 (2010-07-17) ------------------ - Rebuild an sdist with no missing files (fixes `LP#606604 `_). - Added MANIFEST.in and a Makefile to check that setup.py sdist generates source distributions with no files missing. 1.3 (2010-07-13) ---------------- - Highlight objects with a ``__del__`` method. - Fixes `LP#483411 `_: suggest always passing ``[obj]`` to `show_refs`, `show_backrefs`, since obj might be a list/tuple. - Fixes `LP#514422 `_: `show_refs`, `show_backrefs` don't create files in the current working directory any more. Instead they accept a filename argument, which can be a .dot file or a .png file. If None or not specified, those functions will try to spawn xdot as before. - New extra_info argument to graph-generating functions (patch by Thouis Jones, `LP#558914 `_). - setup.py should work with distutils now (`LP#604430 `_, thanks to Randy Heydon). 1.2 (2009-03-25) ---------------- - Project website, public source repository, uploaded to PyPI. - No code changes. 1.1 (2008-09-10) ---------------- - New function: `show_refs` for showing forward references. - New functions: `typestats` and `show_most_common_types`. - Object boxes are less crammed with useless information (such as IDs). - Spawns `xdot `_ if it is available. 1.0 (2008-06-14) ---------------- - First public release. Keywords: object graph visualization graphviz garbage collection Platform: UNKNOWN Classifier: Intended Audience :: Developers Classifier: License :: OSI Approved :: MIT License Classifier: Operating System :: OS Independent Classifier: Programming Language :: Python Classifier: Programming Language :: Python :: 2 Classifier: Programming Language :: Python :: 2.7 Classifier: Programming Language :: Python :: 3 Classifier: Programming Language :: Python :: 3.3 Classifier: Programming Language :: Python :: 3.4 Classifier: Programming Language :: Python :: 3.5 Classifier: Programming Language :: Python :: 3.6 objgraph-3.4.0/objgraph.egg-info/dependency_links.txt0000664000175000017500000000000113240601153021673 0ustar mgmg00000000000000 objgraph-3.4.0/objgraph.egg-info/zip-safe0000644000175000017500000000000113216423445017264 0ustar mgmg00000000000000 objgraph-3.4.0/objgraph.egg-info/requires.txt0000644000175000017500000000001113240601153020213 0ustar mgmg00000000000000graphviz objgraph-3.4.0/objgraph.egg-info/pbr.json0000664000175000017500000000005713040354261017310 0ustar mgmg00000000000000{"is_release": false, "git_version": "e8d4597"}objgraph-3.4.0/objgraph.egg-info/top_level.txt0000664000175000017500000000001113240601153020347 0ustar mgmg00000000000000objgraph objgraph-3.4.0/tests.py0000755000175000017500000005435313240600035014064 0ustar mgmg00000000000000#!/usr/bin/python import doctest import gc import glob import os import re import shutil import string import sys import tempfile import textwrap import types import unittest # distutils imports `imp`, which triggers a DeprecationWarning starting with # Python 3.4 in the middle of my pristine test suite. But if I do the import # upfront, there's no warning. I cannot explain this, I'm just happy there's # no warning. import distutils # noqa try: from unittest import mock except ImportError: import mock import objgraph try: from cStringIO import StringIO except ImportError: from io import StringIO try: from unittest import skipIf except ImportError: def skipIf(condition, reason): def wrapper(fn): if condition: def empty_test(case): pass empty_test.__doc__ = '%s skipped because %s' % ( fn.__name__, reason) return empty_test return fn return wrapper def format(text, **kwargs): template = string.Template(text) return template.substitute(kwargs) class CompatibilityMixin(object): # Python 2.7 .. 3.1 has assertRegexpMatches but not assertRegex # Python <= 2.6 has neither # Python >= 3.2 has both and emits deprecation warnings if you use # assertRegexpMatches. if not hasattr(unittest.TestCase, 'assertRegex'): if hasattr(unittest.TestCase, 'assertRegexpMatches'): # This is needed for Python 3.1: let's reuse the existing # function because our replacement doesn't work on Python 3 assertRegex = unittest.TestCase.assertRegexpMatches else: def assertRegex(self, text, expected_regexp, msg=None): if isinstance(expected_regexp, basestring): # noqa expected_regexp = re.compile(expected_regexp) if not expected_regexp.search(text): msg = msg or "Regexp didn't match" msg = '%s: %r not found in %r' % (msg, expected_regexp.pattern, text) raise self.failureException(msg) class GarbageCollectedMixin(object): """A mixin for test cases that garbage collects before running.""" def setUp(self): super(GarbageCollectedMixin, self).setUp() gc.collect() def tearDown(self): super(GarbageCollectedMixin, self).tearDown() gc.enable() class CaptureMixin(object): """A mixing that captures sys.stdout""" def setUp(self): super(CaptureMixin, self).setUp() self.real_stdout = sys.stdout sys.stdout = StringIO() def tearDown(self): sys.stdout = self.real_stdout super(CaptureMixin, self).tearDown() def assertOutput(self, output): self.assertEqual(sys.stdout.getvalue(), textwrap.dedent(output.lstrip('\n'))) class TemporaryDirectoryMixin(object): """A mixin that sets up a temporary directory""" def setUp(self): super(TemporaryDirectoryMixin, self).setUp() self.prevdir = os.getcwd() self.tmpdir = tempfile.mkdtemp(prefix='test-objgraph-') os.chdir(self.tmpdir) def tearDown(self): os.chdir(self.prevdir) shutil.rmtree(self.tmpdir) super(TemporaryDirectoryMixin, self).tearDown() # Unit tests SINGLE_ELEMENT_OUTPUT = textwrap.dedent('''\ digraph ObjectGraph { node[shape=box, style=filled, fillcolor=white]; ${label_a}[fontcolor=red]; ${label_a}[label="TestObject\\nTestObject(A)"]; ${label_a}[fillcolor="0,0,1"]; } ''') TWO_ELEMENT_OUTPUT = textwrap.dedent('''\ digraph ObjectGraph { node[shape=box, style=filled, fillcolor=white]; ${label_a}[fontcolor=red]; ${label_a}[label="TestObject\\nTestObject(A)"]; ${label_a}[fillcolor="0,0,1"]; ${label_b} -> ${label_a}; ${label_b}[label="TestObject\\nTestObject(B)"]; ${label_b}[fillcolor="0,0,0.766667"]; } ''') class TestObject: _objs = {} def __init__(self, name): self.name = name def __repr__(self): return 'TestObject(%s)' % self.name @classmethod def get(cls, name): if name in cls._objs: return cls._objs[name] obj = TestObject(name) cls._objs[name] = obj return obj def edge_function(chain_map=None): """Given a mapping of src name -> dst name or src name -> [dst names] returns an edge_function. The default edge_function is empty.""" if not chain_map: chain_map = {} def helper(src): if src.name not in chain_map: return [] dst_names = chain_map[src.name] if not isinstance(dst_names, (list, tuple)): dst_names = [dst_names] return [TestObject.get(dst_name) for dst_name in dst_names] return helper class ShowGraphTest(unittest.TestCase): """Tests for the show_graph function.""" def test_basic_file_output(self): obj = TestObject.get("A") output = StringIO() objgraph._show_graph([obj], edge_function(), False, output=output, shortnames=True) output_value = output.getvalue() label = objgraph._obj_node_id(obj) self.assertEqual(output_value, format(SINGLE_ELEMENT_OUTPUT, label_a=label)) def test_filename_and_output(self): output = StringIO() self.assertRaises(ValueError, objgraph._show_graph, [], edge_function(), False, filename='filename', output=output) def test_simple_chain(self): edge_fn = edge_function({'A': 'B'}) output = StringIO() objgraph._show_graph([TestObject.get("A")], edge_fn, False, output=output, shortnames=True) output_value = output.getvalue() label_a = objgraph._obj_node_id(TestObject.get("A")) label_b = objgraph._obj_node_id(TestObject.get("B")) self.assertEqual(output_value, format(TWO_ELEMENT_OUTPUT, label_a=label_a, label_b=label_b)) def test_cull_func(self): edge_fn = edge_function({'A': 'B', 'B': 'C'}) output = StringIO() objgraph._show_graph([TestObject.get("A")], edge_fn, False, output=output, shortnames=True, cull_func=lambda obj: obj.name == 'B') output_value = output.getvalue() label_a = objgraph._obj_node_id(TestObject.get("A")) label_b = objgraph._obj_node_id(TestObject.get("B")) self.assertEqual(output_value, format(TWO_ELEMENT_OUTPUT, label_a=label_a, label_b=label_b)) @mock.patch('objgraph.IS_INTERACTIVE', True) @mock.patch('objgraph.graphviz', create=True) def test_ipython(self, mock_graphviz): mock_graphviz.Source = lambda x: x res = objgraph._show_graph([TestObject.get("A")], edge_function(), False) self.assertTrue(res.startswith('digraph')) class FindChainTest(GarbageCollectedMixin, unittest.TestCase): """Tests for the find_chain function.""" def test_no_chain(self): a = object() self.assertEqual( [a], objgraph._find_chain(a, lambda x: False, gc.get_referrers)) class CountTest(GarbageCollectedMixin, unittest.TestCase): """Tests for the count function.""" def test_long_type_names(self): x = type('MyClass', (), {'__module__': 'mymodule'})() # noqa y = type('MyClass', (), {'__module__': 'other'})() # noqa self.assertEqual(2, objgraph.count('MyClass')) self.assertEqual(1, objgraph.count('mymodule.MyClass')) def test_no_new_reference_cycles(self): # Similar to https://github.com/mgedmin/objgraph/pull/22 but for # count() gc.disable() x = type('MyClass', (), {})() before = len(gc.get_referrers(x)) objgraph.count('MyClass') after = len(gc.get_referrers(x)) self.assertEqual(before, after) class TypestatsTest(GarbageCollectedMixin, unittest.TestCase): """Tests for the typestats function.""" def test_long_type_names(self): x = type('MyClass', (), {'__module__': 'mymodule'})() # noqa stats = objgraph.typestats(shortnames=False) self.assertEqual(1, stats['mymodule.MyClass']) def test_no_new_reference_cycles(self): # Similar to https://github.com/mgedmin/objgraph/pull/22 but for # typestats() gc.disable() x = type('MyClass', (), {})() before = len(gc.get_referrers(x)) objgraph.typestats() after = len(gc.get_referrers(x)) self.assertEqual(before, after) class TypestatsFilterArguTest(GarbageCollectedMixin, unittest.TestCase): """Tests for the typestats function, especially for augument ``filter`` which is added at version 3.1.3""" def test_without_filter(self): MyClass = type('MyClass', (), {'__module__': 'mymodule'}) # noqa x, y = MyClass(), MyClass() x.magic_attr = True y.magic_attr = False stats = objgraph.typestats(shortnames=False) self.assertEqual(2, stats['mymodule.MyClass']) def test_with_filter(self): MyClass = type('MyClass', (), {'__module__': 'mymodule'}) # noqa x, y = MyClass(), MyClass() x.magic_attr = True y.magic_attr = False stats = objgraph.typestats( shortnames=False, filter=lambda e: isinstance(e, MyClass) and e.magic_attr) self.assertEqual(1, stats['mymodule.MyClass']) class GrowthTest(GarbageCollectedMixin, unittest.TestCase): """Tests for the growth function.""" def test_growth(self): objgraph.growth(limit=None) x = type('MyClass', (), {'__module__': 'mymodule'})() # noqa growth_info = objgraph.growth(limit=None) cared = [record for record in growth_info if record[0] == 'MyClass'] self.assertEqual(1, len(cared)) self.assertEqual(1, cared[0][2]) def test_show_growth_custom_peak_stats(self): ps = {} objgraph.show_growth(peak_stats=ps, file=StringIO()) self.assertNotEqual(ps, {}) class GetNewIdsTest(unittest.TestCase): maxDiff = None def setUp(self): objgraph.get_new_ids(limit=0, shortnames=True) def test_get_new_ids(self): x = type('MyClass', (), {'__module__': 'mymodule'})() # noqa new_ids = objgraph.get_new_ids(limit=0) self.assertIn(id(x), new_ids['MyClass']) new_ids = objgraph.get_new_ids(limit=0) self.assertNotIn(id(x), new_ids['MyClass']) def test_get_new_ids_skip_update(self): x = type('MyClass', (), {'__module__': 'mymodule'})() # noqa new_ids = objgraph.get_new_ids(limit=0) self.assertIn(id(x), new_ids['MyClass']) new_ids = objgraph.get_new_ids(skip_update=True, limit=0) self.assertIn(id(x), new_ids['MyClass']) def test_get_new_ids_long_typename(self): objgraph.get_new_ids(limit=0, shortnames=False) x = type('MyClass', (), {'__module__': 'mymodule'})() # noqa new_ids = objgraph.get_new_ids(limit=0) self.assertIn(id(x), new_ids['mymodule.MyClass']) def doctest_get_new_ids_prints(): """Test for get_new_ids() >>> _ = objgraph.get_new_ids(limit=0) >>> _ = objgraph.get_new_ids(limit=0) >>> a = [0, 1, 2] # noqa >>> b = [3, 4, 5] # noqa >>> _ = objgraph.get_new_ids(limit=1) ... # doctest: +ELLIPSIS, +NORMALIZE_WHITESPACE ======================================================== Type Old_ids Current_ids New_ids Count_Deltas ======================================================== list ... ... ... +2 ======================================================== """ class ByTypeTest(GarbageCollectedMixin, unittest.TestCase): """Tests for the by_test function.""" def test_long_type_names(self): x = type('MyClass', (), {'__module__': 'mymodule'})() self.assertEqual([x], objgraph.by_type('mymodule.MyClass')) def test_new_garbage(self): # Regression test for https://github.com/mgedmin/objgraph/pull/22 gc.disable() x = type('MyClass', (), {})() res = objgraph.by_type('MyClass') self.assertEqual(res, [x]) # referrers we expect: # 1. this stack frame (except on Python 3.7 where it's somehow missing) # 2. the `res` list # referrers we don't want: # the ``objects`` list in the now-dead stack frame of objgraph.by_type self.assertLessEqual(len(gc.get_referrers(res[0])), 2) class AtAddrsTest(unittest.TestCase): def test_at_addrs(self): a = [0, 1, 2] new_ids = objgraph.get_new_ids(limit=0) new_lists = objgraph.at_addrs(new_ids['list']) self.assertIn(a, new_lists) class StringRepresentationTest(GarbageCollectedMixin, CompatibilityMixin, unittest.TestCase): """Tests for the string representation of objects and edges.""" def test_obj_label_long_type_name(self): x = type('MyClass', (), {'__module__': 'mymodule'})() self.assertRegex( objgraph._obj_label(x, shortnames=False), 'mymodule\.MyClass\\\\n 2, "Python 3 has no unbound methods") def test_short_repr_unbound_method(self): class MyClass(object): def a_method(self): pass self.assertEqual('a_method', objgraph._short_repr(MyClass.a_method)) def test_gradient_empty(self): self.assertEqual((0.1, 0.2, 0.3), objgraph._gradient((0.1, 0.2, 0.3), (0.2, 0.3, 0.4), 0, 0)) @skipIf(sys.version_info[0] > 2, "Python 3 has no unbound methods") @skipIf(sys.version_info[:2] < (2, 6), "Python 2.5 and older has no __func__") def test_edge_label_unbound_method(self): class MyClass(object): def a_method(self): pass self.assertEqual(' [label="__func__",weight=10]', objgraph._edge_label(MyClass.a_method, MyClass.a_method.__func__)) def test_edge_label_long_type_names(self): x = type('MyClass', (), {'__module__': 'mymodule'})() d = {x: 1} self.assertRegex( objgraph._edge_label(d, 1, shortnames=False), ' [label="mymodule\.MyClass\\n= (3, 4): # Skip uncollectable.txt on Python 3.4 and newer doctests.discard(os.path.join('docs', 'uncollectable.txt')) return sorted(doctests) def doctest_setup_py_works(): """Test that setup.py works >>> import sys >>> orig_argv = sys.argv >>> sys.argv = ['setup.py', '--description'] >>> import setup # noqa Draws Python object reference graphs with graphviz >>> sys.argv = orig_argv """ def test_suite(): doctests = find_doctests() return unittest.TestSuite([ unittest.defaultTestLoader.loadTestsFromName(__name__), doctest.DocFileSuite(setUp=setUp, tearDown=tearDown, optionflags=doctest.ELLIPSIS, checker=IgnoreNodeCountChecker(), *doctests), doctest.DocTestSuite(), ]) if __name__ == '__main__': unittest.main(defaultTest='test_suite') objgraph-3.4.0/objgraph.py0000755000175000017500000012121513240600571014513 0ustar mgmg00000000000000""" Tools for drawing Python object reference graphs with graphviz. You can find documentation online at https://mg.pov.lt/objgraph/ Copyright (c) 2008-2017 Marius Gedminas and contributors Released under the MIT licence. """ # 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. from __future__ import print_function import codecs import collections import gc import re import inspect import types import operator import os import subprocess import tempfile import sys import itertools try: # Python 2.x compatibility from StringIO import StringIO except ImportError: from io import StringIO try: from types import InstanceType except ImportError: # Python 3.x compatibility InstanceType = None __author__ = "Marius Gedminas (marius@gedmin.as)" __copyright__ = "Copyright (c) 2008-2017 Marius Gedminas and contributors" __license__ = "MIT" __version__ = '3.4.0' __date__ = '2018-02-13' try: basestring except NameError: # Python 3.x compatibility basestring = str try: iteritems = dict.iteritems except AttributeError: # Python 3.x compatibility iteritems = dict.items IS_INTERACTIVE = False try: # pragma: nocover import graphviz if get_ipython().__class__.__name__ != 'TerminalInteractiveShell': IS_INTERACTIVE = True except (NameError, ImportError): pass def _isinstance(object, classinfo): """Return whether an object is an instance of a class or its subclass. Differs from the builtin isinstance() implementation in that it does not depend on the ``__class__`` attribute which is proxied by mock.Mock(spec=...). """ return issubclass(type(object), classinfo) def count(typename, objects=None): """Count objects tracked by the garbage collector with a given class name. The class name can optionally be fully qualified. Example: >>> count('dict') 42 >>> count('mymodule.MyClass') 2 .. note:: The Python garbage collector does not track simple objects like int or str. See https://docs.python.org/3/library/gc.html#gc.is_tracked for more information. Instead of looking through all objects tracked by the GC, you may specify your own collection, e.g. >>> count('MyClass', get_leaking_objects()) 3 See also: :func:`get_leaking_objects`. .. versionchanged:: 1.7 New parameter: ``objects``. .. versionchanged:: 1.8 Accepts fully-qualified type names (i.e. 'package.module.ClassName') as well as short type names (i.e. 'ClassName'). """ if objects is None: objects = gc.get_objects() try: if '.' in typename: return sum(1 for o in objects if _long_typename(o) == typename) else: return sum(1 for o in objects if _short_typename(o) == typename) finally: del objects # clear cyclic references to frame def typestats(objects=None, shortnames=True, filter=None): """Count the number of instances for each type tracked by the GC. Note that the GC does not track simple objects like int or str. Note that classes with the same name but defined in different modules will be lumped together if ``shortnames`` is True. If ``filter`` is specified, it should be a function taking one argument and returning a boolean. Objects for which ``filter(obj)`` returns ``False`` will be ignored. Example: >>> typestats() {'list': 12041, 'tuple': 10245, ...} >>> typestats(get_leaking_objects()) {'MemoryError': 1, 'tuple': 2795, 'RuntimeError': 1, 'list': 47, ...} .. versionadded:: 1.1 .. versionchanged:: 1.7 New parameter: ``objects``. .. versionchanged:: 1.8 New parameter: ``shortnames``. .. versionchanged:: 3.1.3 New parameter: ``filter``. """ if objects is None: objects = gc.get_objects() try: if shortnames: typename = _short_typename else: typename = _long_typename stats = {} for o in objects: if filter and not filter(o): continue n = typename(o) stats[n] = stats.get(n, 0) + 1 return stats finally: del objects # clear cyclic references to frame def most_common_types(limit=10, objects=None, shortnames=True, filter=None): """Count the names of types with the most instances. Returns a list of (type_name, count), sorted most-frequent-first. Limits the return value to at most ``limit`` items. You may set ``limit`` to None to avoid that. If ``filter`` is specified, it should be a function taking one argument and returning a boolean. Objects for which ``filter(obj)`` returns ``False`` will be ignored. The caveats documented in :func:`typestats` apply. Example: >>> most_common_types(limit=2) [('list', 12041), ('tuple', 10245)] .. versionadded:: 1.4 .. versionchanged:: 1.7 New parameter: ``objects``. .. versionchanged:: 1.8 New parameter: ``shortnames``. .. versionchanged:: 3.1.3 New parameter: ``filter``. """ stats = sorted( typestats(objects, shortnames=shortnames, filter=filter).items(), key=operator.itemgetter(1), reverse=True) if limit: stats = stats[:limit] return stats def show_most_common_types( limit=10, objects=None, shortnames=True, file=None, filter=None): """Print the table of types of most common instances. If ``filter`` is specified, it should be a function taking one argument and returning a boolean. Objects for which ``filter(obj)`` returns ``False`` will be ignored. The caveats documented in :func:`typestats` apply. Example: >>> show_most_common_types(limit=5) tuple 8959 function 2442 wrapper_descriptor 1048 dict 953 builtin_function_or_method 800 .. versionadded:: 1.1 .. versionchanged:: 1.7 New parameter: ``objects``. .. versionchanged:: 1.8 New parameter: ``shortnames``. .. versionchanged:: 3.0 New parameter: ``file``. .. versionchanged:: 3.1.3 New parameter: ``filter``. """ if file is None: file = sys.stdout stats = most_common_types(limit, objects, shortnames=shortnames, filter=filter) width = max(len(name) for name, count in stats) for name, count in stats: file.write('%-*s %i\n' % (width, name, count)) def growth(limit=10, peak_stats={}, shortnames=True, filter=None): """Count the increase in peak object since last call. Returns a list of (type_name, total_count, increase_delta), descending order by increase_delta. Limits the output to ``limit`` largest deltas. You may set ``limit`` to None to see all of them. Uses and updates ``peak_stats``, a dictionary from type names to previously seen peak object counts. Usually you don't need to pay attention to this argument. If ``filter`` is specified, it should be a function taking one argument and returning a boolean. Objects for which ``filter(obj)`` returns ``False`` will be ignored. The caveats documented in :func:`typestats` apply. Example: >>> growth(2) [(tuple, 12282, 10), (dict, 1922, 7)] .. versionadded:: 3.3.0 """ gc.collect() stats = typestats(shortnames=shortnames, filter=filter) deltas = {} for name, count in iteritems(stats): old_count = peak_stats.get(name, 0) if count > old_count: deltas[name] = count - old_count peak_stats[name] = count deltas = sorted(deltas.items(), key=operator.itemgetter(1), reverse=True) if limit: deltas = deltas[:limit] return [(name, stats[name], delta) for name, delta in deltas] def show_growth(limit=10, peak_stats=None, shortnames=True, file=None, filter=None): """Show the increase in peak object counts since last call. if ``peak_stats`` is None, peak object counts will recorded in func `growth`, and your can record the counts by yourself with set ``peak_stats`` to a dictionary. The caveats documented in :func:`growth` apply. Example: >>> show_growth() wrapper_descriptor 970 +14 tuple 12282 +10 dict 1922 +7 ... .. versionadded:: 1.5 .. versionchanged:: 1.8 New parameter: ``shortnames``. .. versionchanged:: 2.1 New parameter: ``file``. .. versionchanged:: 3.1.3 New parameter: ``filter``. """ if peak_stats is None: result = growth(limit, shortnames=shortnames, filter=filter) else: result = growth(limit, peak_stats, shortnames, filter) if result: if file is None: file = sys.stdout width = max(len(name) for name, _, _ in result) for name, count, delta in result: file.write('%-*s%9d %+9d\n' % (width, name, count, delta)) def get_new_ids(skip_update=False, limit=10, sortby='deltas', shortnames=None, file=None, _state={}): """Find and display new objects allocated since last call. Shows the increase in object counts since last call to this function and returns the memory address ids for new objects. Returns a dictionary mapping object type names to sets of object IDs that have been created since the last time this function was called. ``skip_update`` (bool): If True, returns the same dictionary that was returned during the previous call without updating the internal state or examining the objects currently in memory. ``limit`` (int): The maximum number of rows that you want to print data for. Use 0 to suppress the printing. Use None to print everything. ``sortby`` (str): This is the column that you want to sort by in descending order. Possible values are: 'old', 'current', 'new', 'deltas' ``shortnames`` (bool): If True, classes with the same name but defined in different modules will be lumped together. If False, all type names will be qualified with the module name. If None (default), ``get_new_ids`` will remember the value from previous calls, so it's enough to prime this once. By default the primed value is True. ``_state`` (dict): Stores old, current, and new_ids in memory. It is used by the function to store the internal state between calls. Never pass in this argument unless you know what you're doing. The caveats documented in :func:`growth` apply. When one gets new_ids from :func:`get_new_ids`, one can use :func:`at_addrs` to get a list of those objects. Then one can iterate over the new objects, print out what they are, and call :func:`show_backrefs` or :func:`show_chain` to see where they are referenced. Example: >>> _ = get_new_ids() # store current objects in _state >>> _ = get_new_ids() # current_ids become old_ids in _state >>> a = [0, 1, 2] # list we don't know about >>> b = [3, 4, 5] # list we don't know about >>> new_ids = get_new_ids(limit=3) # we see new lists ====================================================================== Type Old_ids Current_ids New_ids Count_Deltas ====================================================================== list 324 326 +3 +2 dict 1125 1125 +0 +0 wrapper_descriptor 1001 1001 +0 +0 ====================================================================== >>> new_lists = at_addrs(new_ids['list']) >>> a in new_lists True >>> b in new_lists True .. versionadded:: 3.4 """ if not _state: _state['old'] = collections.defaultdict(set) _state['current'] = collections.defaultdict(set) _state['new'] = collections.defaultdict(set) _state['shortnames'] = True new_ids = _state['new'] if skip_update: return new_ids old_ids = _state['old'] current_ids = _state['current'] if shortnames is None: shortnames = _state['shortnames'] else: _state['shortnames'] = shortnames gc.collect() objects = gc.get_objects() for class_name in old_ids: old_ids[class_name].clear() for class_name, ids_set in current_ids.items(): old_ids[class_name].update(ids_set) for class_name in current_ids: current_ids[class_name].clear() for o in objects: if shortnames: class_name = _short_typename(o) else: class_name = _long_typename(o) id_number = id(o) current_ids[class_name].add(id_number) for class_name in new_ids: new_ids[class_name].clear() rows = [] keys_to_remove = [] for class_name in current_ids: num_old = len(old_ids[class_name]) num_current = len(current_ids[class_name]) if num_old == 0 and num_current == 0: # remove the key from our dicts if we don't have any old or # current class_name objects keys_to_remove.append(class_name) continue new_ids_set = current_ids[class_name] - old_ids[class_name] new_ids[class_name].update(new_ids_set) num_new = len(new_ids_set) num_delta = num_current - num_old row = (class_name, num_old, num_current, num_new, num_delta) rows.append(row) for key in keys_to_remove: del old_ids[key] del current_ids[key] del new_ids[key] index_by_sortby = {'old': 1, 'current': 2, 'new': 3, 'deltas': 4} rows.sort(key=operator.itemgetter(index_by_sortby[sortby], 0), reverse=True) if limit is not None: rows = rows[:limit] if not rows: return new_ids if file is None: file = sys.stdout width = max(len(row[0]) for row in rows) print('='*(width+13*4), file=file) print('%-*s%13s%13s%13s%13s' % (width, 'Type', 'Old_ids', 'Current_ids', 'New_ids', 'Count_Deltas'), file=file) print('='*(width+13*4), file=file) for row_class, old, current, new, delta in rows: print('%-*s%13d%13d%+13d%+13d' % (width, row_class, old, current, new, delta), file=file) print('='*(width+13*4), file=file) return new_ids def get_leaking_objects(objects=None): """Return objects that do not have any referents. These could indicate reference-counting bugs in C code. Or they could be legitimate. Note that the GC does not track simple objects like int or str. .. versionadded:: 1.7 """ if objects is None: gc.collect() objects = gc.get_objects() try: ids = set(id(i) for i in objects) for i in objects: ids.difference_update(id(j) for j in gc.get_referents(i)) # this then is our set of objects without referrers return [i for i in objects if id(i) in ids] finally: del objects, i # clear cyclic references to frame def by_type(typename, objects=None): """Return objects tracked by the garbage collector with a given class name. Example: >>> by_type('MyClass') [] Note that the GC does not track simple objects like int or str. .. versionchanged:: 1.7 New parameter: ``objects``. .. versionchanged:: 1.8 Accepts fully-qualified type names (i.e. 'package.module.ClassName') as well as short type names (i.e. 'ClassName'). """ if objects is None: objects = gc.get_objects() try: if '.' in typename: return [o for o in objects if _long_typename(o) == typename] else: return [o for o in objects if _short_typename(o) == typename] finally: del objects # clear cyclic references to frame def at(addr): """Return an object at a given memory address. The reverse of id(obj): >>> at(id(obj)) is obj True Note that this function does not work on objects that are not tracked by the GC (e.g. ints or strings). """ for o in gc.get_objects(): if id(o) == addr: return o return None def at_addrs(address_set): """Return a list of objects for a given set of memory addresses. The reverse of [id(obj1), id(obj2), ...]. Note that objects are returned in an arbitrary order. When one gets ``new_ids`` from :func:`get_new_ids`, one can use this function to get a list of those objects. Then one can iterate over the new objects, print out what they are, and call :func:`show_backrefs` or :func:`show_chain` to see where they are referenced. >>> a = [0, 1, 2] >>> new_ids = get_new_ids() >>> new_lists = at_addrs(new_ids['list']) >>> a in new_lists True Note that this function does not work on objects that are not tracked by the GC (e.g. ints or strings). .. versionadded:: 3.4 """ res = [] for o in gc.get_objects(): if id(o) in address_set: res.append(o) return res def find_ref_chain(obj, predicate, max_depth=20, extra_ignore=()): """Find a shortest chain of references leading from obj. The end of the chain will be some object that matches your predicate. ``predicate`` is a function taking one argument and returning a boolean. ``max_depth`` limits the search depth. ``extra_ignore`` can be a list of object IDs to exclude those objects from your search. Example: >>> find_ref_chain(obj, lambda x: isinstance(x, MyClass)) [obj, ..., ] Returns ``[obj]`` if such a chain could not be found. .. versionadded:: 1.7 """ return _find_chain(obj, predicate, gc.get_referents, max_depth=max_depth, extra_ignore=extra_ignore)[::-1] def find_backref_chain(obj, predicate, max_depth=20, extra_ignore=()): """Find a shortest chain of references leading to obj. The start of the chain will be some object that matches your predicate. ``predicate`` is a function taking one argument and returning a boolean. ``max_depth`` limits the search depth. ``extra_ignore`` can be a list of object IDs to exclude those objects from your search. Example: >>> find_backref_chain(obj, is_proper_module) [, ..., obj] Returns ``[obj]`` if such a chain could not be found. .. versionchanged:: 1.5 Returns ``obj`` instead of ``None`` when a chain could not be found. """ return _find_chain(obj, predicate, gc.get_referrers, max_depth=max_depth, extra_ignore=extra_ignore) def show_backrefs(objs, max_depth=3, extra_ignore=(), filter=None, too_many=10, highlight=None, filename=None, extra_info=None, refcounts=False, shortnames=True, output=None): """Generate an object reference graph ending at ``objs``. The graph will show you what objects refer to ``objs``, directly and indirectly. ``objs`` can be a single object, or it can be a list of objects. If unsure, wrap the single object in a new list. ``filename`` if specified, can be the name of a .dot or a image file, whose extension indicates the desired output format; note that output to a specific format is entirely handled by GraphViz: if the desired format is not supported, you just get the .dot file. If ``filename`` and ``output`` are not specified, ``show_backrefs`` will try to display the graph inline (if you're using IPython), otherwise it'll try to produce a .dot file and spawn a viewer (xdot). If xdot is not available, ``show_backrefs`` will convert the .dot file to a .png and print its name. ``output`` if specified, the GraphViz output will be written to this file object. ``output`` and ``filename`` should not both be specified. Use ``max_depth`` and ``too_many`` to limit the depth and breadth of the graph. Use ``filter`` (a predicate) and ``extra_ignore`` (a list of object IDs) to remove undesired objects from the graph. Use ``highlight`` (a predicate) to highlight certain graph nodes in blue. Use ``extra_info`` (a function taking one argument and returning a string) to report extra information for objects. Specify ``refcounts=True`` if you want to see reference counts. These will mostly match the number of arrows pointing to an object, but can be different for various reasons. Specify ``shortnames=False`` if you want to see fully-qualified type names ('package.module.ClassName'). By default you get to see only the class name part. Examples: >>> show_backrefs(obj) >>> show_backrefs([obj1, obj2]) >>> show_backrefs(obj, max_depth=5) >>> show_backrefs(obj, filter=lambda x: not inspect.isclass(x)) >>> show_backrefs(obj, highlight=inspect.isclass) >>> show_backrefs(obj, extra_ignore=[id(locals())]) .. versionchanged:: 1.3 New parameters: ``filename``, ``extra_info``. .. versionchanged:: 1.5 New parameter: ``refcounts``. .. versionchanged:: 1.8 New parameter: ``shortnames``. .. versionchanged:: 2.0 New parameter: ``output``. """ # For show_backrefs(), it makes sense to stop when reaching a # module because you'll end up in sys.modules and explode the # graph with useless clutter. That's why we're specifying # cull_func here, but not in show_graph(). return _show_graph(objs, max_depth=max_depth, extra_ignore=extra_ignore, filter=filter, too_many=too_many, highlight=highlight, edge_func=gc.get_referrers, swap_source_target=False, filename=filename, output=output, extra_info=extra_info, refcounts=refcounts, shortnames=shortnames, cull_func=is_proper_module) def show_refs(objs, max_depth=3, extra_ignore=(), filter=None, too_many=10, highlight=None, filename=None, extra_info=None, refcounts=False, shortnames=True, output=None): """Generate an object reference graph starting at ``objs``. The graph will show you what objects are reachable from ``objs``, directly and indirectly. ``objs`` can be a single object, or it can be a list of objects. If unsure, wrap the single object in a new list. ``filename`` if specified, can be the name of a .dot or a image file, whose extension indicates the desired output format; note that output to a specific format is entirely handled by GraphViz: if the desired format is not supported, you just get the .dot file. If ``filename`` and ``output`` is not specified, ``show_refs`` will try to display the graph inline (if you're using IPython), otherwise it'll try to produce a .dot file and spawn a viewer (xdot). If xdot is not available, ``show_refs`` will convert the .dot file to a .png and print its name. ``output`` if specified, the GraphViz output will be written to this file object. ``output`` and ``filename`` should not both be specified. Use ``max_depth`` and ``too_many`` to limit the depth and breadth of the graph. Use ``filter`` (a predicate) and ``extra_ignore`` (a list of object IDs) to remove undesired objects from the graph. Use ``highlight`` (a predicate) to highlight certain graph nodes in blue. Use ``extra_info`` (a function returning a string) to report extra information for objects. Specify ``refcounts=True`` if you want to see reference counts. Examples: >>> show_refs(obj) >>> show_refs([obj1, obj2]) >>> show_refs(obj, max_depth=5) >>> show_refs(obj, filter=lambda x: not inspect.isclass(x)) >>> show_refs(obj, highlight=inspect.isclass) >>> show_refs(obj, extra_ignore=[id(locals())]) .. versionadded:: 1.1 .. versionchanged:: 1.3 New parameters: ``filename``, ``extra_info``. .. versionchanged:: 1.5 Follows references from module objects instead of stopping. New parameter: ``refcounts``. .. versionchanged:: 1.8 New parameter: ``shortnames``. .. versionchanged:: 2.0 New parameter: ``output``. """ return _show_graph(objs, max_depth=max_depth, extra_ignore=extra_ignore, filter=filter, too_many=too_many, highlight=highlight, edge_func=gc.get_referents, swap_source_target=True, filename=filename, extra_info=extra_info, refcounts=refcounts, shortnames=shortnames, output=output) def show_chain(*chains, **kw): """Show a chain (or several chains) of object references. Useful in combination with :func:`find_ref_chain` or :func:`find_backref_chain`, e.g. >>> show_chain(find_backref_chain(obj, is_proper_module)) You can specify if you want that chain traced backwards or forwards by passing a ``backrefs`` keyword argument, e.g. >>> show_chain(find_ref_chain(obj, is_proper_module), ... backrefs=False) Ideally this shouldn't matter, but for some objects :func:`gc.get_referrers` and :func:`gc.get_referents` are not perfectly symmetrical. You can specify ``highlight``, ``extra_info``, ``refcounts``, ``shortnames``, ``filename`` or ``output`` arguments like for :func:`show_backrefs` or :func:`show_refs`. .. versionadded:: 1.5 .. versionchanged:: 1.7 New parameter: ``backrefs``. .. versionchanged:: 2.0 New parameter: ``output``. """ backrefs = kw.pop('backrefs', True) chains = [chain for chain in chains if chain] # remove empty ones def in_chains(x, ids=set(map(id, itertools.chain(*chains)))): return id(x) in ids max_depth = max(map(len, chains)) - 1 if backrefs: show_backrefs([chain[-1] for chain in chains], max_depth=max_depth, filter=in_chains, **kw) else: show_refs([chain[0] for chain in chains], max_depth=max_depth, filter=in_chains, **kw) def is_proper_module(obj): """ Returns ``True`` if ``obj`` can be treated like a garbage collector root. That is, if ``obj`` is a module that is in ``sys.modules``. >>> import types >>> is_proper_module([]) False >>> is_proper_module(types) True >>> is_proper_module(types.ModuleType('foo')) False .. versionadded:: 1.8 """ return (inspect.ismodule(obj) and obj is sys.modules.get(getattr(obj, '__name__', None))) # # Internal helpers # def _find_chain(obj, predicate, edge_func, max_depth=20, extra_ignore=()): queue = [obj] depth = {id(obj): 0} parent = {id(obj): None} ignore = set(extra_ignore) ignore.add(id(extra_ignore)) ignore.add(id(queue)) ignore.add(id(depth)) ignore.add(id(parent)) ignore.add(id(ignore)) ignore.add(id(sys._getframe())) # this function ignore.add(id(sys._getframe(1))) # find_chain/find_backref_chain gc.collect() while queue: target = queue.pop(0) if predicate(target): chain = [target] while parent[id(target)] is not None: target = parent[id(target)] chain.append(target) return chain tdepth = depth[id(target)] if tdepth < max_depth: referrers = edge_func(target) ignore.add(id(referrers)) for source in referrers: if id(source) in ignore: continue if id(source) not in depth: depth[id(source)] = tdepth + 1 parent[id(source)] = target queue.append(source) return [obj] # not found def _show_graph(objs, edge_func, swap_source_target, max_depth=3, extra_ignore=(), filter=None, too_many=10, highlight=None, filename=None, extra_info=None, refcounts=False, shortnames=True, output=None, cull_func=None): if not _isinstance(objs, (list, tuple)): objs = [objs] is_interactive = False if filename and output: raise ValueError('Cannot specify both output and filename.') elif output: f = output elif filename and filename.endswith('.dot'): f = codecs.open(filename, 'w', encoding='utf-8') dot_filename = filename elif IS_INTERACTIVE: is_interactive = True f = StringIO() else: fd, dot_filename = tempfile.mkstemp(prefix='objgraph-', suffix='.dot', text=True) f = os.fdopen(fd, "w") if getattr(f, 'encoding', None): # Python 3 will wrap the file in the user's preferred encoding # Re-wrap it for utf-8 import io f = io.TextIOWrapper(f.detach(), 'utf-8') f.write('digraph ObjectGraph {\n' ' node[shape=box, style=filled, fillcolor=white];\n') queue = [] depth = {} ignore = set(extra_ignore) ignore.add(id(objs)) ignore.add(id(extra_ignore)) ignore.add(id(queue)) ignore.add(id(depth)) ignore.add(id(ignore)) ignore.add(id(sys._getframe())) # this function ignore.add(id(sys._getframe().f_locals)) ignore.add(id(sys._getframe(1))) # show_refs/show_backrefs ignore.add(id(sys._getframe(1).f_locals)) for obj in objs: f.write(' %s[fontcolor=red];\n' % (_obj_node_id(obj))) depth[id(obj)] = 0 queue.append(obj) del obj gc.collect() nodes = 0 while queue: nodes += 1 # The names "source" and "target" are reversed here because # originally there was just show_backrefs() and we were # traversing the reference graph backwards. target = queue.pop(0) tdepth = depth[id(target)] f.write(' %s[label="%s"];\n' % (_obj_node_id(target), _obj_label(target, extra_info, refcounts, shortnames))) h, s, v = _gradient((0, 0, 1), (0, 0, .3), tdepth, max_depth) if inspect.ismodule(target): h = .3 s = 1 if highlight and highlight(target): h = .6 s = .6 v = 0.5 + v * 0.5 f.write(' %s[fillcolor="%g,%g,%g"];\n' % (_obj_node_id(target), h, s, v)) if v < 0.5: f.write(' %s[fontcolor=white];\n' % (_obj_node_id(target))) if hasattr(getattr(target, '__class__', None), '__del__'): f.write(' %s->%s_has_a_del[color=red,style=dotted,' 'len=0.25,weight=10];\n' % (_obj_node_id(target), _obj_node_id(target))) f.write(' %s_has_a_del[label="__del__",shape=doublecircle,' 'height=0.25,color=red,fillcolor="0,.5,1",fontsize=6];\n' % (_obj_node_id(target))) if tdepth >= max_depth: continue if cull_func is not None and cull_func(target): continue neighbours = edge_func(target) ignore.add(id(neighbours)) n = 0 skipped = 0 for source in neighbours: if id(source) in ignore: continue if filter and not filter(source): continue if n >= too_many: skipped += 1 continue if swap_source_target: srcnode, tgtnode = target, source else: srcnode, tgtnode = source, target elabel = _edge_label(srcnode, tgtnode, shortnames) f.write(' %s -> %s%s;\n' % (_obj_node_id(srcnode), _obj_node_id(tgtnode), elabel)) if id(source) not in depth: depth[id(source)] = tdepth + 1 queue.append(source) n += 1 del source del neighbours if skipped > 0: h, s, v = _gradient((0, 1, 1), (0, 1, .3), tdepth + 1, max_depth) if swap_source_target: label = "%d more references" % skipped edge = "%s->too_many_%s" % (_obj_node_id(target), _obj_node_id(target)) else: label = "%d more backreferences" % skipped edge = "too_many_%s->%s" % (_obj_node_id(target), _obj_node_id(target)) f.write(' %s[color=red,style=dotted,len=0.25,weight=10];\n' % edge) f.write(' too_many_%s[label="%s",shape=box,height=0.25,' 'color=red,fillcolor="%g,%g,%g",fontsize=6];\n' % (_obj_node_id(target), label, h, s, v)) f.write(' too_many_%s[fontcolor=white];\n' % (_obj_node_id(target))) f.write("}\n") if output: return if is_interactive: return graphviz.Source(f.getvalue()) else: # The file should only be closed if this function was in charge of # opening the file. f.close() print("Graph written to %s (%d nodes)" % (dot_filename, nodes)) _present_graph(dot_filename, filename) def _present_graph(dot_filename, filename=None): """Present a .dot file to the user in the requested fashion. If ``filename`` is provided, runs ``dot`` to convert the .dot file into the desired format, determined by the filename extension. If ``filename`` is not provided, tries to launch ``xdot``, a graphical .dot file viewer. If ``xdot`` is not present on the system, converts the graph to a PNG. """ if filename == dot_filename: # nothing to do, the user asked for a .dot file and got it return if not filename and _program_in_path('xdot'): print("Spawning graph viewer (xdot)") subprocess.Popen(['xdot', dot_filename], close_fds=True) elif _program_in_path('dot'): if not filename: print("Graph viewer (xdot) not found, generating a png instead") filename = dot_filename[:-4] + '.png' stem, ext = os.path.splitext(filename) cmd = ['dot', '-T' + ext[1:], '-o' + filename, dot_filename] dot = subprocess.Popen(cmd, close_fds=False) dot.wait() if dot.returncode != 0: # XXX: shouldn't this go to stderr or a log? print('dot failed (exit code %d) while executing "%s"' % (dot.returncode, ' '.join(cmd))) else: print("Image generated as %s" % filename) else: if not filename: print("Graph viewer (xdot) and image renderer (dot) not found," " not doing anything else") else: print("Image renderer (dot) not found, not doing anything else") def _obj_node_id(obj): return ('o%d' % id(obj)).replace('-', '_') def _obj_label(obj, extra_info=None, refcounts=False, shortnames=True): if shortnames: label = [_short_typename(obj)] else: label = [_long_typename(obj)] if refcounts: label[0] += ' [%d]' % (sys.getrefcount(obj) - 4) # Why -4? To ignore the references coming from # obj_label's frame (obj) # show_graph's frame (target variable) # sys.getrefcount()'s argument # something else that doesn't show up in gc.get_referrers() label.append(_safe_repr(obj)) if extra_info: label.append(str(extra_info(obj))) return _quote('\n'.join(label)) def _quote(s): return (s.replace("\\", "\\\\") .replace("\"", "\\\"") .replace("\n", "\\n") .replace("\0", "\\\\0")) def _get_obj_type(obj): objtype = type(obj) if type(obj) == InstanceType: objtype = obj.__class__ return objtype def _short_typename(obj): return _get_obj_type(obj).__name__ def _long_typename(obj): objtype = _get_obj_type(obj) name = objtype.__name__ module = getattr(objtype, '__module__', None) if module: return '%s.%s' % (module, name) else: return name def _safe_repr(obj): try: return _short_repr(obj) except Exception: return '(unrepresentable)' def _name_or_repr(value): try: result = value.__name__ except AttributeError: result = repr(value)[:40] if _isinstance(result, basestring): return result else: return repr(value)[:40] def _short_repr(obj): if _isinstance(obj, (type, types.ModuleType, types.BuiltinMethodType, types.BuiltinFunctionType)): return _name_or_repr(obj) if _isinstance(obj, types.MethodType): name = _name_or_repr(obj.__func__) if obj.__self__: return name + ' (bound)' else: return name # NB: types.LambdaType is an alias for types.FunctionType! if _isinstance(obj, types.LambdaType) and obj.__name__ == '': return 'lambda: %s:%s' % (os.path.basename(obj.__code__.co_filename), obj.__code__.co_firstlineno) if _isinstance(obj, types.FrameType): return '%s:%s' % (obj.f_code.co_filename, obj.f_lineno) if _isinstance(obj, (tuple, list, dict, set)): return '%d items' % len(obj) return repr(obj)[:40] def _gradient(start_color, end_color, depth, max_depth): if max_depth == 0: # avoid division by zero return start_color h1, s1, v1 = start_color h2, s2, v2 = end_color f = float(depth) / max_depth h = h1 * (1-f) + h2 * f s = s1 * (1-f) + s2 * f v = v1 * (1-f) + v2 * f return h, s, v def _edge_label(source, target, shortnames=True): if (_isinstance(target, dict) and target is getattr(source, '__dict__', None)): return ' [label="__dict__",weight=10]' if _isinstance(source, types.FrameType): if target is source.f_locals: return ' [label="f_locals",weight=10]' if target is source.f_globals: return ' [label="f_globals",weight=10]' if _isinstance(source, types.MethodType): try: if target is source.__self__: return ' [label="__self__",weight=10]' if target is source.__func__: return ' [label="__func__",weight=10]' except AttributeError: # pragma: nocover # Python < 2.6 compatibility if target is source.im_self: return ' [label="im_self",weight=10]' if target is source.im_func: return ' [label="im_func",weight=10]' if _isinstance(source, types.FunctionType): for k in dir(source): if target is getattr(source, k): return ' [label="%s",weight=10]' % _quote(k) if _isinstance(source, dict): for k, v in iteritems(source): if v is target: if _isinstance(k, basestring) and _is_identifier(k): return ' [label="%s",weight=2]' % _quote(k) else: if shortnames: tn = _short_typename(k) else: tn = _long_typename(k) return ' [label="%s"]' % _quote(tn + "\n" + _safe_repr(k)) return '' _is_identifier = re.compile('[a-zA-Z_][a-zA-Z_0-9]*$').match def _program_in_path(program): # XXX: Consider using distutils.spawn.find_executable or shutil.which path = os.environ.get("PATH", os.defpath).split(os.pathsep) path = [os.path.join(dir, program) for dir in path] path = [True for file in path if os.path.isfile(file) or os.path.isfile(file + '.exe')] return bool(path) objgraph-3.4.0/release.mk0000644000175000017500000000713213221141700014305 0ustar mgmg00000000000000# Makefile.rules version 1.1 (2017-12-20) # # Helpful Makefile rules for releasing Python packages. # https://github.com/mgedmin/python-project-skel # You might want to change these FILE_WITH_VERSION ?= setup.py FILE_WITH_CHANGELOG ?= CHANGES.rst CHANGELOG_DATE_FORMAT ?= %Y-%m-%d CHANGELOG_FORMAT ?= $(changelog_ver) ($(changelog_date)) # These should be fine PYTHON ?= python PYPI_PUBLISH ?= rm -rf dist && $(PYTHON) setup.py -q sdist bdist_wheel && twine upload dist/* # These should be fine, as long as you use Git VCS_GET_LATEST ?= git pull VCS_STATUS ?= git status --porcelain VCS_EXPORT ?= git archive --format=tar --prefix=tmp/tree/ HEAD | tar -xf - VCS_TAG ?= git tag -s $(changelog_ver) -m \"Release $(changelog_ver)\" VCS_COMMIT_AND_PUSH ?= git commit -av -m "Post-release version bump" && git push && git push --tags # These are internal implementation details changelog_ver = `$(PYTHON) setup.py --version` changelog_date = `LC_ALL=C date +'$(CHANGELOG_DATE_FORMAT)'` .PHONY: dist dist: $(PYTHON) setup.py -q sdist bdist_wheel .PHONY: distcheck distcheck: distcheck-vcs distcheck-sdist .PHONY: distcheck-vcs distcheck-vcs: # Bit of a chicken-and-egg here, but if the tree is unclean, make # distcheck-sdist will fail. ifndef FORCE @test -z "`$(VCS_STATUS) 2>&1`" || { echo; echo "Your working tree is not clean:" 1>&2; $(VCS_STATUS) 1>&2; exit 1; } endif # NB: do not use $(MAKE) because then make -n distcheck will actually run # it instead of just printing what it does # TBH this could (and probably should) be replaced by check-manifest .PHONY: distcheck-sdist distcheck-sdist: make dist pkg_and_version=`$(PYTHON) setup.py --name`-`$(PYTHON) setup.py --version` && \ rm -rf tmp && \ mkdir tmp && \ $(VCS_EXPORT) && \ cd tmp && \ tar -xzf ../dist/$$pkg_and_version.tar.gz && \ diff -ur $$pkg_and_version tree -x PKG-INFO -x setup.cfg -x '*.egg-info' && \ cd $$pkg_and_version && \ make dist check && \ cd .. && \ mkdir one two && \ cd one && \ tar -xzf ../../dist/$$pkg_and_version.tar.gz && \ cd ../two/ && \ tar -xzf ../$$pkg_and_version/dist/$$pkg_and_version.tar.gz && \ cd .. && \ diff -ur one two -x SOURCES.txt && \ cd .. && \ rm -rf tmp && \ echo "sdist seems to be ok" # NB: do not use $(MAKE) because then make -n releasechecklist will # actually run the distcheck instead of just printing what it does .PHONY: check-latest-version check-latest-version: $(VCS_GET_LATEST) .PHONY: check-version-number check-version-number: @$(PYTHON) setup.py --version | grep -qv dev || { \ echo "Please remove the 'dev' suffix from the version number in $(FILE_WITH_VERSION)"; exit 1; } .PHONY: check-long-description check-long-description: @$(PYTHON) setup.py --long-description | rst2html --exit-status=2 > /dev/null .PHONY: check-changelog check-changelog: @ver_and_date="$(CHANGELOG_FORMAT)" && \ grep -q "^$$ver_and_date$$" $(FILE_WITH_CHANGELOG) || { \ echo "$(FILE_WITH_CHANGELOG) has no entry for $$ver_and_date"; exit 1; } .PHONY: releasechecklist releasechecklist: check-latest-version check-version-number check-long-description check-changelog make distcheck .PHONY: release release: releasechecklist do-release .PHONY: do-release do-release: $(release_recipe) define release_recipe = # I'm chicken so I won't actually do these things yet @echo "Please run" @echo @echo " $(PYPI_PUBLISH)" @echo " $(VCS_TAG)" @echo @echo "Please increment the version number in $(FILE_WITH_VERSION)" @echo "and add a new empty entry at the top of the changelog in $(FILE_WITH_CHANGELOG), then" @echo @echo ' $(VCS_COMMIT_AND_PUSH)' @echo endef objgraph-3.4.0/setup.py0000775000175000017500000000526713216423657014104 0ustar mgmg00000000000000#!/usr/bin/python import doctest import io import os import re import sys import unittest from setuptools import setup def read(filename): with io.open(filename, encoding='UTF-8') as f: return f.read() def unsphinx(text): # remove Sphinx extensions used in CHANGES.rst from reStructuredText # so that it can be handled by plain docutils return (text.replace(':func:', '') .replace('.. currentmodule:: objgraph', '')) def get_version(): r = re.compile('''^__version__ = ["'](.+)["']$''') for line in read('objgraph.py').splitlines(): m = r.match(line) if m: # our read() returns unicode; coerce it back into str, or # python2.7 setup.py sdist will try to mix a unicode filename with # the byte stream of the .tar file return str(m.group(1)) raise AssertionError('Could not determine version number from objgraph.py') def get_description(): readme = read('README.rst') changelog = read('CHANGES.rst') description = unsphinx(readme + '\n\n\n' + changelog) return description def build_images(doctests=()): import tests if not doctests: doctests = tests.find_doctests() suite = doctest.DocFileSuite(optionflags=doctest.ELLIPSIS, checker=tests.IgnoreNodeCountChecker(), *doctests) os.chdir('docs') result = unittest.TextTestRunner().run(suite) if not result.wasSuccessful(): sys.exit(1) if len(sys.argv) > 1 and sys.argv[1] == '--build-images': build_images(sys.argv[2:]) sys.exit(0) setup( name='objgraph', version=get_version(), author='Marius Gedminas', author_email='marius@gedmin.as', url='https://mg.pov.lt/objgraph/', license='MIT', description='Draws Python object reference graphs with graphviz', long_description=get_description(), classifiers=[ 'Intended Audience :: Developers', 'License :: OSI Approved :: MIT License', 'Operating System :: OS Independent', 'Programming Language :: Python', 'Programming Language :: Python :: 2', 'Programming Language :: Python :: 2.7', 'Programming Language :: Python :: 3', 'Programming Language :: Python :: 3.3', 'Programming Language :: Python :: 3.4', 'Programming Language :: Python :: 3.5', 'Programming Language :: Python :: 3.6', ], keywords='object graph visualization graphviz garbage collection', py_modules=['objgraph'], install_requires=[ 'graphviz', # just for ipython support currently ], tests_require=['mock'], test_suite='tests.test_suite', zip_safe=True, ) objgraph-3.4.0/HACKING.rst0000664000175000017500000001256413206044520014146 0ustar mgmg00000000000000.. _hacking: Hacking on objgraph =================== Start by geting the latest source with :: git clone https://github.com/mgedmin/objgraph Run the test suite with :: make test The test suite is mostly smoke tests (i.e. crashes will be noticed, subtly wrong output will be missed). I hope to improve that in the future, but don't hold your breath. Most of the testing is done manually or semi-automatically, e.g. by running ``make images`` and eyeballing the results (`imgdiff `_ is handy there). Sending me patches ------------------ GitHub pull requests are probably the best way to send me patches. Or just email them to . I'd appreciate `issues in GitHub `_ for each proposed change, be it a bug or a feature request. Supported Python versions ------------------------- Python 2.4 through 2.7, as well as 3.x. You can run the test suite for all supported Python versions with :: make test-all-pythons or with `detox `_ (which will be faster, since it runs the tests in parallel). If a test fails, often the easiest way to debug is is to compare the output visually :: make images PYTHON=pythonX.Y git config diff.imgdiff.command 'f() { imgdiff --eog -H $1 $2; }; f' git diff docs/*.png git checkout -- docs/*.png docs/*.dot An easy way to get Pythons 2.4 through 2.7 (and 3.x) on Ubuntu is to use Felix Krull's "`deadsnakes `_" PPA:: sudo add-apt-repository ppa:fkrull/deadsnakes sudo apt-get update sudo apt-get install python2.{4,5,6,7} python3.{1,2,3} Test coverage ------------- As I mentioned, the tests are mostly smoke tests, and even then they're incomplete. Install `coverage `_ to see how incomplete they are with :: make coverage I use a `vim plugin `_ to higlight lines not covered by tests while I edit :: make coverage vim objgraph.py :HighlightCoverage If you prefer HTML reports, run :: make coverage coverage html and then browse ``htmlcov/index.html``. Documentation ------------- To fully rebuild the documentation, run :: make clean images docs Please ``git checkout --`` the png files that haven't changed significantly. (Many of the images include things like memory addresses which tend to change from run to run.) `imgdiff `_ is useful for comparing the images with their older versions:: git config diff.imgdiff.command 'f() { imgdiff $1 $2; }; f' git diff docs/*.png It has a few options that may make the changes easier to see. I personally like:: git config diff.imgdiff.command 'f() { imgdiff --eog -H $1 $2; }; f' git diff docs/*.png When you add a new doctest file, remember to include it in ``docs/index.txt``. When you add a new function, make sure it has a `PEP-257 `_-compliant docstring and add the appropriate autodoc directive to ``objgraph.txt``. I insist on one departure from PEP-257: the closing ``"""`` should *not* be preceded by a blank line. Example:: def do_something(): """Do something. Return something valuable. """ If Emacs is broken, fix emacs, do not make my docstrings ugly. On the other hand, if the last thing in a docstring is an indented block quote or a doctest section, it should be surrounded by blank lines. Like this:: def do_something(): """Do something. Return something valuable. Example: >>> do_something() 42 """ I find `restview `_ very handy for documentation writing: it lets me see how the text looks by pressing Ctrl-R in a browser window, without having to re-run any documentation building commands. The downside is that ``restview`` doesn't support Sphinx extensions to ReStructuredText, so you end up with error messages all over the place. Then again this is useful for bits that *can't* use Sphinx extensions, like the PyPI long description. To preview the PyPI long description (which is generated by concatenating ``README.rst`` and ``CHANGES.rst``) with ``restview``, use this handy command:: make preview-pypi-description because typing :: restview -e "python setup.py --long-description" is tedious, and bash has tab-completion for makefile rules. Making releases --------------- You need write access to the PyPI package and to the Git branch on GitHub. At the moment of this writing, this means you must be me. Run ``make release`` and follow the instructions. It is safe to run this command at any time: it never commits/pushes/uploads to PyPI, it just tells you what to do. Avoiding incomplete releases ---------------------------- It is important to keep `MANIFEST.in `_ up to date so that source tarballs generated with ``python setup.py sdist`` aren't missing any files, even if you don't have the right setuptools version control plugins installed. You can run :: make distcheck to be sure this is so, but it's not necessary -- ``make release`` will do this every time. (I've later written a standalone tool, `check-manifest `_ that can do this check for every Python package.) objgraph-3.4.0/MANIFEST.in0000664000175000017500000000054613216257443014116 0ustar mgmg00000000000000include Makefile include *.rst include tests.py include tox.ini include docs/*.txt include docs/*.dot include docs/*.png include docs/conf.py include docs/_static/*.css include .gitignore include .gitattributes include *.yml # added by check_manifest.py include *.txt # added by check_manifest.py include LICENSE # added by check_manifest.py include *.mk objgraph-3.4.0/README.rst0000664000175000017500000000402413206044550014032 0ustar mgmg00000000000000Python Object Graphs ==================== .. image:: https://travis-ci.org/mgedmin/objgraph.svg?branch=master :target: https://travis-ci.org/mgedmin/objgraph :alt: Build Status .. image:: https://ci.appveyor.com/api/projects/status/github/mgedmin/objgraph?branch=master&svg=true :target: https://ci.appveyor.com/project/mgedmin/objgraph :alt: Build Status (Windows) .. image:: https://coveralls.io/repos/mgedmin/objgraph/badge.svg?branch=master :target: https://coveralls.io/r/mgedmin/objgraph?branch=master :alt: Test Coverage .. image:: https://readthedocs.org/projects/objgraph/badge/?version=latest :target: https://readthedocs.org/projects/objgraph/?badge=latest :alt: Documentation Status ``objgraph`` is a module that lets you visually explore Python object graphs. You'll need `graphviz `_ if you want to draw the pretty graphs. I recommend `xdot `_ for interactive use. ``pip install xdot`` should suffice; objgraph will automatically look for it in your ``PATH``. Installation and Documentation ------------------------------ ``pip install objgraph`` or `download it from PyPI `_. Documentation lives at https://mg.pov.lt/objgraph. .. _history: History ------- I've developed a set of functions that eventually became objgraph when I was hunting for memory leaks in a Python program. The whole story -- with illustrated examples -- is in this series of blog posts: * `Hunting memory leaks in Python `_ * `Python object graphs `_ * `Object graphs with graphviz `_ .. _devel: Support and Development ----------------------- The source code can be found in this Git repository: https://github.com/mgedmin/objgraph. To check it out, use ``git clone https://github.com/mgedmin/objgraph``. Report bugs at https://github.com/mgedmin/objgraph/issues.