In [1]:
%matplotlib inline
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
import networkx as nx
In [2]:
def create_dic(filename):
dic = {}
f = open(filename, 'r')
f.readline()
for line in f:
words = line.split(' ')
dic[words[1][1:-3]] = []
return dic
def get_dependencies(dic, filename):
f = open(filename, 'r')
f.readline()
for line in f:
words = line.split(' ')
if words[3][:-3] != "None":
dic[words[1][1:-3]].append(words[3][1:-4])
Before using these functions, the get_dependencies.py script must be run in order to create the dependencies text file.
In [3]:
dic = create_dic("../bigbang/dependencies.txt")
get_dependencies(dic, "../bigbang/dependencies.txt")
print dic
{'scipy/sparse/sputils.py': ['warnings.py', 'numpy', 'scipy/sparse/base.py'], 'test_client_regress/views.py': ['json'], 'defer_regress/models.py': [], 'migrations/test_migrations_squashed_complex_multi_apps/app1/3_auto.py': [], 'template_tests': [], 'django/contrib/sitemaps': [], 'sample_xblocks/basic': [], 'django/contrib/gis/geos/prototypes/predicates.py': ['ctypes'], 'auth_tests/test_middleware.py': [], 'migrations/test_migrations_no_ancestor/0002_second.py': [], 'vq.py': ['sys', 'time.so', 'numpy'], 'csrf_tests': [], 'django/contrib/gis/geos/io.py': [], 'django/contrib/auth/handlers': [], 'django/core/management/commands': [], 'django/conf/locale/id/formats.py': [], 'django/contrib/gis/db/backends/base/features.py': ['functools.py'], 'django/middleware/locale.py': [], 'django/middleware/clickjacking.py': [], 'django/utils/tree.py': ['copy.py'], 'template_tests/filter_tests/test_truncatechars_html.py': [], 'migrations/migrations_test_apps/lookuperror_b/migrations/0001_initial.py': [], 'file_storage': [], 'auth_tests/settings.py': ['os.py'], 'migrations/test_migrations_run_before/0002_second.py': [], 'django/db/backends/base/validation.py': [], 'scipy/spatial/distance.py': ['collections.py', 'warnings.py', 'numpy', 'scipy/linalg', 'scipy/spatial'], 'bash_completion/management/commands': [], 'template_tests/filter_tests/test_escape.py': ['template_tests/utils.py'], 'migrations/test_deprecated_fields.py': ['migrations/test_base.py'], 'one_to_one/models.py': [], 'django/contrib/gis/db/models/proxy.py': [], 'bigbang/utils.py': [], 'django/conf/locale/fa/formats.py': [], 'urlpatterns_reverse/urls_without_full_import.py': ['urlpatterns_reverse/views.py'], 'view_tests/tests': [], 'or_lookups/models.py': [], 'support_code_example.py': ['sys'], 'multiple_database': [], 'test_client/tests.py': ['test_client/views.py'], 'model_regress/test_pickle.py': ['os.py', 'pickle.py', 'subprocess.py', 'sys', 'warnings.py', 'datetime.so', 'model_regress/models.py'], 'utils_tests/test_duration.py': ['unittest', 'datetime.so'], 'custom_methods': [], 'scipy/linalg/flinalg.py': ['scipy/linalg'], 'test_binned_statistic.py': ['numpy', 'numpy/testing'], 'django/contrib/gis/db/backends/mysql/features.py': [], 'expressions': [], 'custom_lookups/tests.py': ['unittest', 'datetime.so', 'time.so', 'custom_lookups/models.py'], 'django/contrib/gis/serializers': [], 'field_subclassing': [], 'test_problem.py': ['json'], 'scipy/io/mmio.py': ['gzip.py', 'os.py', 'sys', 'bz2.so', 'time.so', 'numpy', 'numpy/compat'], 'test_discovery_sample/pattern_tests.py': ['unittest'], 'gyp/flock_tool.py': ['os.py', 'struct.py', 'subprocess.py', 'sys', 'fcntl.so'], 'dbshell': [], 'utils_tests/test_module/another_bad_module.py': ['utils_tests/test_module'], 'scipy/optimize/nonlin.py': ['inspect.py', 'sys', 'numpy', 'scipy/optimize/linesearch.py'], 'ordering/tests.py': ['datetime.so', 'operator.so', 'ordering/models.py'], 'scipy/fftpack/pseudo_diffs.py': ['atexit.py', 'numpy', 'scipy/fftpack'], 'version/tests.py': ['unittest'], 'foreign_object/models.py': ['datetime.so'], 'django/core/handlers/wsgi.py': ['cgi.py', 'codecs.py', 'io.py', 'logging', 'sys', 'threading.py'], 'test_decomp.py': ['numpy', 'numpy/linalg', 'numpy/random', 'numpy/testing'], 'test_procrustes.py': ['itertools.so', 'numpy', 'numpy/testing'], 'django/contrib/auth/migrations/0004_alter_user_username_opts.py': [], 'django/contrib/gis/geos/prototypes/topology.py': ['ctypes'], 'django-admin.py': [], 'django/views/decorators/debug.py': ['functools.py'], 'test_real_transforms.py': ['os.path', 'numpy', 'numpy/testing'], 'proxy_models': [], 'i18n/other': [], 'migrations/migrations_test_apps/migrated_unapplied_app/models.py': [], 'django/contrib/gis/db/backends': [], 'django/db/backends/postgresql_psycopg2': [], 'proxy_model_inheritance/app1/models.py': [], 'urlpatterns_reverse/no_urls.py': [], 'scipy/sparse/linalg/dsolve/linsolve.py': ['warnings.py', 'numpy', 'scipy/sparse/linalg/dsolve'], 'django/contrib/postgres/fields/ranges.py': ['json'], 'sitemaps_tests/models.py': [], 'select_for_update/models.py': [], 'django/conf/locale/es_MX': [], 'django/contrib/auth/signals.py': [], 'utils_tests/test_numberformat.py': ['decimal.py', 'sys', 'unittest'], 'django/contrib/messages/middleware.py': [], 'django/db/backends/sqlite3/creation.py': ['os.py', 'sys'], 'scipy/sparse/csgraph/setup.py': ['numpy', 'numpy/distutils/misc_util.py'], 'template_tests/filter_tests/test_truncatewords_html.py': [], 'postgres_tests/array_default_migrations/0001_initial.py': [], 'django/db/backends/postgresql_psycopg2/client.py': ['subprocess.py'], 'admin_scripts/management/commands/label_command.py': [], 'urlpatterns_reverse': [], 'test_graph_components.py': ['warnings.py', 'numpy', 'numpy/testing'], 'django/contrib/sitemaps/management/commands/ping_google.py': [], 'scipy/integrate/quadrature.py': ['warnings.py', 'math.so', 'numpy'], 'django/contrib/gis/gdal': [], 'gis_tests/geoapp': [], 'django/forms/models.py': ['collections.py', 'itertools.so'], 'test_fortran_format.py': ['numpy', 'numpy/testing'], 'migrations/migrations_test_apps/migrated_app/migrations': [], 'django/test': ['unittest'], 'test_c_spec.py': ['os.py', 'shutil.py', 'string.py', 'sys', 'tempfile.py', 'time.so', 'numpy/testing', 'weave_test_utils.py'], 'django/core/management/commands/loaddata.py': ['glob.py', 'gzip.py', 'os.py', 'warnings.py', 'zipfile.py', 'bz2.so', 'itertools.so'], 'user_commands/management': [], 'bigbang/entity_resolution.py': ['re.py', 'numpy', 'pandas', 're.py', 'numpy', 'pandas'], 'messages_tests/test_session.py': ['messages_tests/base.py'], 'annotations': [], 'signals/models.py': [], 'django/test/runner.py': ['importlib', 'logging', 'os.py', 'unittest'], 'flatpages_tests/test_templatetags.py': ['flatpages_tests/settings.py'], 'template_tests/syntax_tests/test_invalid_string.py': ['template_tests/utils.py'], 'scipy/weave/bytecodecompiler.py': ['__builtin__', 'inspect.py', 'sys', 'numpy/testing', 'scipy/weave/accelerate_tools.py'], 'test_wavelets.py': ['numpy', 'numpy/testing'], 'migrations/test_migrations_no_ancestor/0001_initial.py': [], 'django/contrib/admin/templatetags/admin_static.py': [], 'view_tests/tests/test_static.py': ['mimetypes.py', 'os.py', 'unittest', 'view_tests/urls.py'], 'django/contrib/gis/geos/polygon.py': ['ctypes'], 'test__differential_evolution.py': ['numpy', 'numpy/testing'], 'gis_tests/geoapp/test_sitemaps.py': ['io.py', 'xml/dom/minidom.py', 'zipfile.py', 'gis_tests/geoapp/models.py'], 'get_earliest_or_latest/models.py': [], 'scipy/weave/blitz_tools.py': ['copy.py', 'sys', 'warnings.py', 'parser.so', 'numpy', 'scipy/weave/ast_tools.py', 'scipy/weave/converters.py', 'scipy/weave/inline_tools.py', 'scipy/weave/size_check.py', 'scipy/weave/slice_handler.py'], 'gis_tests/geo3d/tests.py': ['os.py', 're.py', 'unittest', 'gis_tests/geo3d/models.py'], 'django/contrib/sessions/models.py': [], 'test_matfuncs.py': ['StringIO.py', 'functools.py', 'random.py', 'warnings.py', 'numpy', 'numpy/testing', 'numpy/testing/decorators.py', 'warnings.py', 'math.so', 'numpy', 'numpy/linalg', 'numpy/random', 'numpy/testing'], 'project_template/urls.py': ['project_template/views.py'], 'django/core/management/commands/sqlflush.py': [], 'generic_relations': [], 'buildbot_run.py': ['os.py', 'shutil.py', 'subprocess.py', 'sys'], 'bash_completion/tests.py': ['os.py', 'sys', 'unittest'], 'defer': [], 'django/core': [], 'django/contrib/auth/urls.py': [], 'middleware_exceptions/views.py': [], 'django/db/migrations/topological_sort.py': [], 'django/core/signing.py': ['base64.py', 'json', 'datetime.so', 'time.so', 'zlib.so'], 'template_tests/syntax_tests/test_extends.py': ['template_tests/utils.py'], 'generic_relations_regress/tests.py': ['generic_relations_regress/models.py'], 'max_lengths': [], 'django/db/backends/oracle/base.py': ['ctypes', 'decimal.py', 'os.py', 'platform.py', 'sys', 'warnings.py', 'datetime.so', 'django/db/backends/oracle/client.py', 'django/db/backends/oracle/creation.py', 'django/db/backends/oracle/features.py', 'django/db/backends/oracle/introspection.py', 'django/db/backends/oracle/operations.py', 'django/db/backends/oracle/schema.py', 'django/db/backends/oracle/utils.py'], 'logging_tests/views.py': [], 'gis_tests/gis_migrations/migrations': [], 'unmanaged_models': [], 'detect_cpu_extensions_wine.py': ['optparse.py', 'os.py', 'subprocess.py', 'sys'], 'django/utils/dateparse.py': ['re.py', 'datetime.so'], 'postgres_tests/test_unaccent.py': ['postgres_tests/models.py'], 'template_tests/filter_tests/test_add.py': ['datetime.so', 'template_tests/utils.py'], 'forms_tests/views.py': ['forms_tests/models.py'], 'servers/models.py': [], 'django/core/cache/backends/memcached.py': ['pickle.py', 'time.so'], 'select_related_onetoone/models.py': [], 'gis_tests/utils.py': ['unittest'], 'django/conf/locale/en/formats.py': [], 'django/conf/locale/is/formats.py': [], 'bench_lobpcg.py': ['functools.py', 'time.so', 'numpy', 'numpy/testing'], 'managers_regress/models.py': [], 'scipy/sparse/linalg/dsolve': ['numpy/testing', 'scipy/sparse/linalg/dsolve/_add_newdocs.py', 'scipy/sparse/linalg/dsolve/linsolve.py'], 'conf.py': ['os.path', 'sys', 'glob.py', 'inspect.py', 'os.path', 'os.py', 're.py', 'sys', 'math.so', 'matplotlib', 'matplotlib/sphinxext/plot_directive.py', 'os.py', 'sys'], 'auth_tests/models/custom_permissions.py': [], 'generic_views/views.py': ['generic_views/models.py', 'generic_views/test_forms.py'], 'scipy/integrate/quadpack.py': ['functools.py', 'sys', 'warnings.py', 'numpy', 'scipy/integrate'], 'django/core/management/templates.py': ['cgi.py', 'errno', 'mimetypes.py', 'os.py', 'posixpath.py', 're.py', 'shutil.py', 'stat.py', 'sys', 'tempfile.py'], 'flatpages_tests/test_csrf.py': ['flatpages_tests/settings.py'], 'admin_ordering/tests.py': ['admin_ordering/models.py'], 'django/middleware/csrf.py': ['logging', 're.py'], 'array3d.py': ['numpy'], 'template_tests/filter_tests/test_removetags.py': ['template_tests/utils.py'], 'test_slsqp.py': ['numpy', 'numpy/testing'], 'messages_tests/test_api.py': [], 'forms_tests/tests/test_fields.py': ['decimal.py', 'os.py', 'pickle.py', 're.py', 'unittest', 'uuid.py', 'datetime.so'], 'model_options/test_tablespaces.py': ['model_options/models/tablespaces.py'], 'django/contrib/admindocs/tests/test_fields.py': ['unittest'], 'django/contrib/admin/options.py': ['collections.py', 'copy.py', 'functools.py', 'operator.so'], 'mail/tests.py': ['asyncore.py', 'email', 'email/mime/text.py', 'email/utils.py', 'os.py', 'shutil.py', 'smtpd.py', 'smtplib.py', 'ssl.py', 'sys', 'tempfile.py', 'threading.py'], 'scipy/optimize/zeros.py': ['warnings.py', 'numpy', 'scipy/optimize'], 'postgres_tests/migrations/0002_create_test_models.py': [], 'gis_tests/geoapp/test_serializers.py': ['json', 'gis_tests/geoapp/models.py'], 'scipy/stats/distributions.py': ['scipy/stats/_continuous_distns.py', 'scipy/stats/_discrete_distns.py', 'scipy/stats/_distn_infrastructure.py'], 'auth_tests/test_tokens.py': ['sys', 'unittest', 'datetime.so'], 'i18n/other2/locale': [], 'template_tests/filter_tests/test_safe.py': ['template_tests/utils.py'], 'migrations/test_migrations/0002_second.py': [], 'migrations/migrations_test_apps/alter_fk/author_app/migrations/0001_initial.py': [], 'django/conf/locale': [], 'django/contrib/gis/management': [], 'pagination/custom.py': [], 'django/db/models/fields/files.py': ['inspect.py', 'os.py', 'warnings.py', 'datetime.so'], 'django/db/backends/sqlite3/introspection.py': ['collections.py', 're.py'], 'scipy/io/arff/arffread.py': ['functools.py', 're.py', 'sys', 'datetime.so', 'itertools.so', 'numpy'], 'sites_tests': [], 'django/contrib/sites/admin.py': [], 'django/conf/locale/lv': [], 'django/conf/locale/lt': [], 'conditional_processing/tests.py': ['datetime.so'], 'gyp/generator/msvs.py': ['collections.py', 'copy.py', 'ntpath.py', 'os.py', 'posixpath.py', 're.py', 'subprocess.py', 'sys'], 'django/conf/locale/ru/formats.py': [], 'test_runner_deprecation_app': [], 'auth_tests/test_management.py': ['locale.py', 'sys', 'datetime.so', 'auth_tests/models'], 'transactions/models.py': [], 'django/contrib/gis/geoip/prototypes.py': ['ctypes'], 'django/middleware/common.py': ['hashlib.py', 'logging', 're.py'], 'bigbang/twopeople.py': ['pprint.py', 'matplotlib/pyplot.py', 'networkx', 'numpy', 'pandas', 'pytz', 'bigbang/archive.py', 'bigbang/graph.py', 'bigbang/mailman.py', 'bigbang/parse.py', 'bigbang/process.py'], 'django/db/backends/oracle/features.py': ['pytz'], 'test_mio5_utils.py': ['io.py', 'sys', 'nose/tools', 'numpy', 'numpy/testing'], 'flatpages_tests/test_sitemaps.py': [], 'absolute_url_overrides': [], 'createsuperuser/tests.py': [], 'django/db/transaction.py': [], 'introspection/tests.py': ['unittest', 'introspection/models.py'], 'get_object_or_404': [], 'raw_query': [], 'template_tests/filter_tests/test_urlencode.py': ['template_tests/utils.py'], 'django/contrib/staticfiles/management/commands/runserver.py': [], 'auth_tests/models/with_foreign_key.py': [], 'generic_views': [], 'i18n/project_dir/app_with_locale': [], 'model_formsets/tests.py': ['decimal.py', 're.py', 'datetime.so', 'model_formsets/models.py'], 'utils_tests/test_simplelazyobject.py': ['pickle.py', 'cPickle.so'], 'django/contrib/admin': [], 'signing': [], 'i18n/patterns': [], 'custom_lookups/models.py': [], 'test_traversal.py': ['numpy', 'numpy/testing'], 'scipy/interpolate/setup.py': ['os.path', 'numpy/distutils/misc_util.py', 'numpy/distutils/setup.py', 'numpy/distutils/system_info.py'], 'django/contrib/postgres/fields': ['django/contrib/postgres/fields/array.py', 'django/contrib/postgres/fields/hstore.py', 'django/contrib/postgres/fields/ranges.py'], 'scipy/special/spfun_stats.py': ['numpy'], 'test__gcutils.py': ['gc', 'nose/tools'], 'django/conf/locale/es_PR': [], 'workbench/test/test_runtime.py': ['unittest', 'workbench/runtime.py'], 'test_sputils.py': ['numpy', 'numpy/testing'], 'template_backends': [], 'migrations/migrations_test_apps': [], 'sessions_tests/tests.py': ['base64.py', 'os.py', 'shutil.py', 'string.py', 'tempfile.py', 'unittest', 'datetime.so'], 'django/contrib/sites/migrations/0001_initial.py': [], 'django/contrib/gis/db/backends/oracle/adapter.py': [], 'bulk_create/models.py': [], 'django/contrib/gis/maps/google': [], 'template_tests/syntax_tests/test_static.py': ['template_tests/utils.py'], 'django/db/backends/oracle/introspection.py': [], 'template_tests/syntax_tests/test_simple_tag.py': ['template_tests/utils.py'], 'custom_managers/tests.py': ['custom_managers/models.py'], 'urlpatterns_reverse/included_named_urls2.py': ['urlpatterns_reverse/views.py'], 'test_runner': [], 'file_uploads/urls.py': ['file_uploads/views.py'], 'model_meta/test_legacy.py': ['warnings.py', 'model_meta/models.py', 'model_meta/results.py'], 'django/views/generic/list.py': [], 'test__root.py': ['numpy', 'numpy/testing'], 'admin_scripts/app_with_import': [], 'template_tests/filter_tests/test_stringformat.py': ['template_tests/utils.py'], 'gyp/xml_fix.py': ['xml/dom/minidom.py'], 'scipy/weave/swigptr2.py': [], 'invalid_models_tests/test_ordinary_fields.py': ['unittest', 'invalid_models_tests/base.py'], 'test_utils.py': ['numpy', 'numpy/testing'], 'django/contrib/staticfiles/utils.py': ['fnmatch.py', 'os.py'], 'django/core/files/utils.py': [], 'managers_regress': [], 'django/db/models/query.py': ['collections.py', 'copy.py', 'sys', 'warnings.py'], 'admin_scripts': [], 'template_tests/filter_tests/test_linenumbers.py': ['template_tests/utils.py'], 'migrations/test_migrations': [], 'django/contrib/gis/db/models/sql/conversion.py': [], 'scipy/io/matlab': ['numpy/testing', 'scipy/io/matlab/byteordercodes.py', 'scipy/io/matlab/mio.py'], 'swig2_example.py': [], 'i18n/commands': [], 'django/template/loaders/cached.py': ['hashlib.py', 'django/template/loaders/base.py'], 'django/db/models/fields/related.py': ['keyword.py', 're.py', 'warnings.py', 'operator.so'], 'scipy/setup.py': ['sys', 'numpy/distutils/misc_util.py', 'numpy/distutils/setup.py'], 'django/contrib/auth/hashers.py': ['base64.py', 'collections.py', 'hashlib.py', 'importlib', 'binascii.so'], 'common.py': ['numpy'], 'django/dispatch/weakref_backports.py': ['weakref.py'], 'fixtures/tests.py': ['os.py', 'warnings.py', 'fixtures/models.py'], 'm2o_recursive/tests.py': ['m2o_recursive/models.py'], 'scipy/weave/accelerate_tools.py': ['__main__', 'hashlib.py', 'inspect.py', 'types.py', 'math.so', 'numpy', 'numpy/testing', 'scipy/weave/bytecodecompiler.py'], 'auth_tests/test_decorators.py': ['auth_tests/test_views.py'], 'migrations/test_migrations_no_default/0001_initial.py': [], 'utils_tests/test_timesince.py': ['unittest', 'datetime.so'], 'custom_columns': [], 'str/tests.py': ['unittest', 'datetime.so', 'str/models.py'], 'scipy/sparse/csc.py': ['numpy', 'scipy/sparse', 'scipy/sparse/compressed.py', 'scipy/sparse/csr.py', 'scipy/sparse/sputils.py'], 'django/db/migrations/operations': ['django/db/migrations/operations/fields.py', 'django/db/migrations/operations/models.py', 'django/db/migrations/operations/special.py'], 'extra_regress/models.py': ['copy.py', 'datetime.so'], 'django/contrib/sessions/migrations/0001_initial.py': [], 'managers_regress/tests.py': ['managers_regress/models.py'], 'django/contrib/gis/geos': ['django/contrib/gis/geos/collections.py', 'django/contrib/gis/geos/error.py', 'django/contrib/gis/geos/factory.py', 'django/contrib/gis/geos/geometry.py', 'django/contrib/gis/geos/io.py', 'django/contrib/gis/geos/libgeos.py', 'django/contrib/gis/geos/linestring.py', 'django/contrib/gis/geos/point.py', 'django/contrib/gis/geos/polygon.py'], 'template_tests/syntax_tests/test_cycle.py': ['template_tests/utils.py'], 'test_lgmres.py': ['numpy', 'numpy/testing'], 'datetimes/models.py': [], 'django/templatetags/static.py': [], 'admin_views/admin.py': ['os.py', 'tempfile.py', 'wsgiref/util.py', 'admin_views/models.py'], 'm2m_multiple/models.py': [], 'django/conf/locale/es_PR/formats.py': [], 'gyp': ['copy.py', 'optparse.py', 'os.path', 're.py', 'shlex.py', 'sys', 'traceback.py'], 'model_forms/tests.py': ['decimal.py', 'os.py', 'unittest', 'datetime.so', 'model_forms/models.py'], 'django/contrib/gis/geos/prototypes/errcheck.py': ['ctypes'], 'migrate_signals/models.py': [], 'utils_tests/test_text.py': ['json'], 'db_typecasts': [], 'scipy/signal/ltisys.py': ['numpy', 'scipy/signal/filter_design.py'], 'django/contrib/gis/db/backends/postgis/creation.py': [], 'view_tests/default_urls.py': [], 'gyp/win_tool.py': ['os.py', 're.py', 'shutil.py', 'string.py', 'subprocess.py', 'sys'], 'logging_tests/urls.py': ['logging_tests/views.py'], 'admin_checks': [], 'migration_test_data_persistence': [], 'django/contrib/syndication/views.py': ['calendar.py'], 'django/db/backends/oracle/utils.py': ['datetime.so', 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'django/core/management/commands/compilemessages.py': ['codecs.py', 'glob.py', 'os.py'], 'django/contrib/redirects/migrations': [], 'scipy/linalg/_matfuncs_sqrtm.py': ['numpy', 'scipy/linalg/decomp_schur.py', 'scipy/linalg/lapack.py', 'scipy/linalg/misc.py'], 'django/core/mail/backends': [], 'test_regression.py': ['numpy', 'numpy/testing', 'numpy', 'numpy/testing', 'numpy', 'numpy/testing'], 'test_mmio.py': ['gzip.py', 'os.py', 'shutil.py', 'tempfile.py', 'bz2.so', 'numpy', 'numpy/testing'], 'template_tests/templatetags/subpackage': [], 'django/core/management/commands/check.py': [], 'i18n/project_dir/app_with_locale/models.py': [], 'scipy/sparse/linalg/isolve/lgmres.py': ['numpy', 'scipy/sparse/linalg/isolve/utils.py'], 'django/db/models/base.py': ['copy.py', 'inspect.py', 'warnings.py', 'itertools.so'], 'gis_tests/geos_tests': [], 'test_optimize.py': ['warnings.py', 'numpy', 'numpy/testing'], 'django/contrib/messages/apps.py': [], 'scipy/optimize/linesearch.py': ['numpy'], 'urls.py': [], 'django/contrib/admin/templatetags/admin_list.py': ['datetime.so'], 'django/contrib/gis/geos/base.py': ['ctypes'], 'model_inheritance_regress/tests.py': ['unittest', 'datetime.so', 'operator.so', 'model_inheritance_regress/models.py'], 'gis_tests/distapp/tests.py': ['gis_tests/distapp/models.py', 'gis_tests/utils.py'], 'i18n/exclude': [], 'django/db/models/sql/datastructures.py': [], 'force_insert_update': [], 'common_tests.py': ['inspect.py', 'warnings.py', 'numpy', 'numpy/testing'], 'test_byteordercodes.py': ['sys', 'numpy/testing'], 'scipy/signal/wavelets.py': ['numpy', 'numpy/dual.py'], 'delete_regress': [], 'choices': [], 'django/contrib/gis/db/models/sql/aggregates.py': [], 'django/core/mail/utils.py': ['socket.py'], 'django/test/html.py': ['re.py'], 'django/conf/locale/bn/formats.py': [], 'bench_structarr.py': ['io.py', 'numpy', 'numpy/testing'], 'i18n/project_dir': [], 'django/contrib/gis/gdal/prototypes/generation.py': ['ctypes', 'functools.py'], 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[], 'django/conf/locale/nb': [], 'django/conf/locale/pt/formats.py': [], 'test_boxcox.py': ['numpy', 'numpy/testing'], 'resolve_url/urls.py': [], 'utils_tests/test_http.py': ['sys', 'unittest', 'datetime.so'], 'pretty_gyp.py': ['re.py', 'sys'], 'settings_tests': [], 'admin_views/forms.py': [], 'migrations/migrations_test_apps/migrated_app/migrations/0001_initial.py': [], 'datatypes': [], 'django/template/debug.py': [], 'migrations/test_migrations_first/second.py': [], 'template_tests/filter_tests/test_urlizetrunc.py': ['template_tests/utils.py'], 'scipy/signal/_savitzky_golay.py': ['math.so', 'numpy', 'scipy/signal/_arraytools.py'], 'admin_scripts/app_raising_warning/models.py': [], 'bench_sparse.py': ['warnings.py', 'time.so', 'numpy', 'numpy/random', 'numpy/testing'], 'django/core/management/commands/inspectdb.py': ['collections.py', 'keyword.py', 're.py'], 'template_backends/test_django.py': ['template_backends/test_dummy.py'], 'scipy/lib/_version.py': ['re.py'], 'django/db/migrations/operations/base.py': [], 'scipy/weave/converters.py': ['scipy/weave/blitz_spec.py', 'scipy/weave/c_spec.py', 'scipy/weave/common_info.py', 'scipy/weave/numpy_scalar_spec.py', 'scipy/weave/standard_array_spec.py', 'scipy/weave/vtk_spec.py'], 'django/conf/locale/sq/formats.py': [], 'gis_tests/test_measure.py': ['unittest'], 'null_fk_ordering/models.py': [], 'gyp/MSVSToolFile.py': [], 'django/contrib/gis/db/models/fields.py': [], 'django/contrib/gis/geos/prototypes/io.py': ['ctypes', 'threading.py'], 'django/contrib/admin/apps.py': [], 'scipy/linalg/special_matrices.py': ['math.so', 'numpy'], 'apps/tests.py': ['os.py', 'sys', 'unittest', 'warnings.py', 'apps/default_config_app/apps.py', 'apps/models.py'], 'django/template/loader_tags.py': ['collections.py'], 'django/contrib/humanize/apps.py': [], 'scipy/stats/_discrete_distns.py': ['numpy', 'scipy/stats/_distn_infrastructure.py'], 'django/contrib/gis/db/backends/spatialite': [], 'django/conf/locale/sr_Latn': [], 'django/db/models/fields': ['base64.py', 'collections.py', 'copy.py', 'decimal.py', 'uuid.py', 'warnings.py', 'datetime.so', 'itertools.so', 'math.so'], 'scipy/stats/contingency.py': ['functools.py', 'numpy', 'scipy/stats/stats.py'], 'django/contrib/messages/views.py': [], 'django/conf/locale/sk/formats.py': [], 'utils_tests/test_crypto.py': ['hashlib.py', 'unittest', 'binascii.so'], 'django/views/generic/base.py': ['functools.py', 'logging'], 'migrations/test_migrations_squashed_complex_multi_apps/app1/1_auto.py': [], 'utils_tests/test_itercompat.py': ['utils_tests/models.py'], 'scipy/fftpack/fftpack_version.py': [], 'gyp/generator/eclipse.py': ['os.path', 'shlex.py', 'subprocess.py', 'xml/sax/saxutils.py'], 'django/conf/locale/ca/formats.py': [], 'scipy/odr': ['numpy/testing', 'scipy/odr/add_newdocs.py', 'scipy/odr/models.py', 'scipy/odr/odrpack.py'], 'django/core/management/commands/sqlsequencereset.py': [], 'logging_tests': [], 'django/templatetags/future.py': ['warnings.py'], 'django/contrib/flatpages/forms.py': [], 'test_solvers.py': ['numpy', 'numpy/linalg', 'numpy/testing'], 'md5_speed.py': ['md5.py', 'random.py', 'cStringIO.so', 'time.so'], 'django/views/csrf.py': [], 'django/contrib/gis/geos/prototypes/threadsafe.py': ['threading.py'], 'django/db/backends/sqlite3/operations.py': ['uuid.py', 'datetime.so', 'pytz', 'django/db/backends/sqlite3/utils.py'], 'template_tests/syntax_tests/test_setup.py': ['template_tests/utils.py'], 'custom_columns/models.py': [], 'django/core/management/color.py': ['os.py', 'sys'], 'template_tests/filter_tests/test_force_escape.py': ['template_tests/utils.py'], 'gyp/input_test.py': ['sys', 'unittest'], 'django/contrib/gis/db/backends/spatialite/client.py': [], 'test_waveforms.py': ['numpy', 'numpy/testing'], 'template_tests/syntax_tests/test_lorem.py': ['template_tests/utils.py'], 'absolute_url_overrides/tests.py': [], 'django/utils/translation/trans_real.py': ['collections.py', 'gettext.py', 'os.py', 're.py', 'sys', 'threading.py', 'warnings.py'], 'admin_custom_urls/tests.py': ['admin_custom_urls/models.py'], 'admin_ordering': [], 'django/conf/locale/ka/formats.py': [], 'project_name/wsgi.py': ['os.py'], 'admin_views/custom_has_permission_admin.py': ['admin_views/admin.py', 'admin_views/models.py'], 'django/contrib/gis/geometry/backend': ['importlib'], 'field_deconstruction': [], 'project_name/urls.py': [], 'raw_query/models.py': [], 'm2m_multiple': [], 'flatpages_tests/urls.py': [], 'scipy/linalg/fblas.py': ['numpy'], 'admin_scripts/management/commands/app_command.py': [], 'django/core/cache/backends/locmem.py': ['contextlib.py', 'pickle.py', 'time.so'], 'migrations/migrations_test_apps/alter_fk/book_app/migrations/0001_initial.py': [], 'scipy/integrate/odepack.py': ['copy.py', 'scipy/integrate'], 'scipy/stats/_continuous_distns.py': ['warnings.py', 'numpy', 'scipy/stats', 'scipy/stats/_constants.py', 'scipy/stats/_distn_infrastructure.py', 'scipy/stats/_tukeylambda_stats.py'], 'django/contrib/webdesign/templatetags': [], 'auth_tests/test_basic.py': [], 'migrations/test_migrations_squashed_erroneous/2_auto.py': [], 'django/utils/checksums.py': ['warnings.py'], 'django/db/backends/dummy': [], 'scipy/weave/size_check.py': ['sys', 'time.so', 'numpy'], 'django/db/migrations/state.py': ['collections.py', 'copy.py'], 'django/contrib/humanize/templatetags/humanize.py': ['decimal.py', 're.py', 'datetime.so'], 'django/db/models/deletion.py': ['collections.py', 'itertools.so', 'operator.so'], 'django/contrib/gis/geos/prototypes/misc.py': ['ctypes'], 'field_defaults/tests.py': ['datetime.so', 'field_defaults/models.py'], 'django/contrib/auth/migrations': [], 'template_tests/alternate_urls.py': ['template_tests/views.py'], 'generic_views/models.py': [], 'utils_tests/test_regex_helper.py': ['unittest'], 'django/contrib/gis/geos/prepared.py': ['django/contrib/gis/geos/base.py', 'django/contrib/gis/geos/error.py', 'django/contrib/gis/geos/geometry.py', 'django/contrib/gis/geos/libgeos.py', 'django/contrib/gis/geos/prototypes/prepared.py'], 'test_quadpack.py': ['ctypes', 'ctypes/util.py', 'sys', 'math.so', 'time.so', 'numpy', 'numpy/testing'], 'django/contrib/sitemaps/management': [], 'test_lsmr.py': ['numpy', 'numpy/linalg', 'numpy/testing'], 'template_tests/templatetags': [], 'validation/tests.py': ['validation', 'validation/models.py'], 'django/utils/http.py': ['base64.py', 'calendar.py', 'email/utils.py', 're.py', 'sys', 'binascii.so', 'datetime.so'], 'urlpatterns_reverse/urls_error_handlers.py': [], 'django/core/serializers/python.py': [], 'django/utils/formats.py': ['decimal.py', 'importlib', 'datetime.so', 'unicodedata.so'], 'sites_framework/models.py': [], 'collect_mail.py': ['getopt.py', 'logging', 'pprint.py', 'sys', 'bigbang/mailman.py', 'getopt.py', 'logging', 'pprint.py', 'sys', 'bigbang/mailman.py'], 'test_functions.py': ['numpy'], 'template_tests/filter_tests/test_slice.py': ['template_tests/utils.py'], 'm2m_signals/tests.py': ['m2m_signals/models.py'], 'django/contrib/gis/gdal/raster/const.py': [], 'wsgi/wsgi.py': [], 'apps': [], 'auth_tests/test_hashers.py': ['unittest', 'crypt.so'], 'user_commands/management/commands': [], 'django/conf/locale/hr/formats.py': [], 'django/contrib/admin/actions.py': [], 'test_linsolve.py': ['sys', 'warnings.py', 'numpy', 'numpy/random', 'numpy/testing'], 'django/contrib/gis/db/models': [], 'pavement.py': ['distutils', 'hashlib.py', 'md5.py', 'os.py', 're.py', 'shutil.py', 'subprocess.py', 'sys', 'warnings.py', 'numpy/version.py', 'os.path', 'os.py', 're.py', 'shutil.py', 'subprocess.py', 'zipfile.py', 'lib.py'], 'django/conf/locale/es_NI': [], 'files/tests.py': ['StringIO.py', 'gzip.py', 'io.py', 'os.py', 'tempfile.py', 'unittest', 'zlib.so'], 'migrations/migrations_test_apps/unspecified_app_with_conflict/migrations': [], 'admin_autodiscover': [], 'auth_tests/test_context_processors.py': ['auth_tests/settings.py'], 'admin_changelist/admin.py': ['admin_changelist/models.py'], 'string_lookup': [], 'test_client_regress/urls.py': ['test_client_regress/views.py'], 'gis_tests/layermap/models.py': [], 'bigbang/archive.py': ['mailbox.py', 'datetime.so', 'numpy', 'pandas', 'pytz', 'bigbang/mailman.py', 'bigbang/thread.py', 'bigbang/utils.py', 'mailbox.py', 'datetime.so', 'numpy', 'pandas', 'pytz', 'bigbang/thread.py', 'bigbang/mailman.py'], 'test_mio_funcs.py': ['io.py', 'os.path', 'sys', 'nose/tools', 'numpy', 'numpy/compat', 'numpy/testing'], 'template_tests/test_callables.py': ['unittest'], 'test_orthogonal.py': ['numpy', 'numpy/testing'], 'scipy/sparse/linalg/eigen/lobpcg': ['numpy/testing', 'scipy/sparse/linalg/eigen/lobpcg/lobpcg.py'], 'template_tests/urls.py': ['template_tests/views.py'], 'custom_pk/tests.py': ['custom_pk/models.py'], 'utils_tests': [], 'template_tests/filter_tests/test_truncatewords.py': ['template_tests/utils.py'], 'check_framework/models.py': [], 'django/core/checks/security/base.py': ['django/core/checks'], 'django/test/utils.py': ['contextlib.py', 'functools.py', 'logging', 're.py', 'sys', 'unittest', 'warnings.py', 'xml/dom/minidom.py', 'time.so', 'jinja2'], 'django/utils/itercompat.py': [], 'bench_memusage.py': ['os.py', 're.py', 'subprocess.py', 'sys', 'textwrap.py', 'resource.so', 'time.so', 'numpy', 'numpy/testing', 'os.py', 're.py', 'subprocess.py', 'sys', 'tempfile.py', 'textwrap.py', 'warnings.py', 'resource.so', 'time.so', 'numpy', 'numpy/testing'], 'test_savitzky_golay.py': ['numpy', 'numpy/testing'], 'gis_tests/inspectapp': [], 'django/contrib/admin/widgets.py': ['copy.py'], 'django/conf/locale/fy/formats.py': [], 'admin_scripts/broken_app/models.py': [], 'test_mio.py': ['collections.py', 'glob.py', 'gzip.py', 'io.py', 'os.path', 'os.py', 'shutil.py', 'tempfile.py', 'warnings.py', 'zlib.so', 'numpy', 'numpy/testing'], 'gis_tests/tests.py': ['sys', 'unittest'], 'migrations/test_migrations_squashed_complex/3_auto.py': [], 'utils_tests/test_module/good_module.py': [], 'lookup': [], 'django/db/migrations/migration.py': [], 'workbench/test/selenium_test.py': ['nose/plugins/attrib.py'], 'template_tests/filter_tests/test_length.py': ['template_tests/utils.py'], 'template_tests/syntax_tests/test_numpy.py': ['unittest', 'warnings.py', 'numpy', 'template_tests/utils.py'], 'template_tests/filter_tests/test_yesno.py': [], 'gis_tests/geos_tests/test_io.py': ['unittest', 'binascii.so'], 'scipy/sparse/bsr.py': ['warnings.py', 'numpy', 'scipy/sparse', 'scipy/sparse/base.py', 'scipy/sparse/compressed.py', 'scipy/sparse/coo.py', 'scipy/sparse/csr.py', 'scipy/sparse/data.py', 'scipy/sparse/sputils.py'], 'i18n/patterns/urls/disabled.py': [], 'django/contrib/gis/gdal/envelope.py': ['ctypes'], 'test_graph_laplacian.py': ['numpy', 'numpy/testing'], 'scipy/special/generate_ufuncs.py': ['optparse.py', 'os.py', 're.py', 'textwrap.py'], 'scipy/sparse/extract.py': ['scipy/sparse/coo.py'], 'sample_xblocks/basic/slider.py': ['json'], 'scipy/sparse/linalg/isolve': ['numpy/testing', 'scipy/sparse/linalg/isolve/iterative.py', 'scipy/sparse/linalg/isolve/lgmres.py', 'scipy/sparse/linalg/isolve/lsmr.py', 'scipy/sparse/linalg/isolve/lsqr.py', 'scipy/sparse/linalg/isolve/minres.py'], 'test_cobyla.py': ['math.so', 'numpy', 'numpy/testing'], 'fixtures/models.py': [], 'aggregation/models.py': [], 'django/conf/locale/hu/formats.py': [], 'migrations/related_models_app': [], 'string_lookup/models.py': [], 'validation': []}
In [4]:
def create_graph(dic):
G = nx.DiGraph()
for f in dic:
for dependency in dic[f]:
#print dependency
G.add_edge(f, dependency)
return G
In [5]:
G = create_graph(dic)
In [6]:
plt.figure(3,figsize=(12,12))
pos = nx.spring_layout(G)
nx.draw(G, pos, font_size=8, with_labels = False)
nx.draw_networkx_labels(G, pos);
print nx.degree_assortativity_coefficient(G)
-0.159333153686
In [6]:
nx.write_gexf(G,'depen)
Content source: Aryan-Barbarian/bigbang
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