Stats in CSV format

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Note: This data is updated twice a day. For up-to-date results, consider using the CLI tool instead.

---

package_name	stub_distribution_name	upstream_url	version	completeness_level	extra_description	number_of_lines	package_status	upload_status	pyright_setting	annotated_parameters	unannotated_parameters	annotated_returns	unannotated_returns	explicit_Incomplete_parameters	explicit_Incomplete_returns	explicit_Any_parameters	explicit_Any_returns	annotated_variables	explicit_Any_variables	explicit_Incomplete_variables	classdefs	classdefs_with_Any	classdefs_with_Incomplete	stubtest_strictness	stubtest_ci_platforms	stubtest_allowlist_length
Authlib	types-Authlib	https://github.com/authlib/authlib	==1.6.6	COMPLETE	-	3611	UP_TO_DATE	UPLOADED	NOT_STRICT	373	1477	707	417	8	71	5	5	652	0	258	273	1	0	ERROR_ON_MISSING_STUB	linux	70
Deprecated	types-Deprecated	https://github.com/laurent-laporte-pro/deprecated	~=1.3.1	COMPLETE	-	88	UP_TO_DATE	UPLOADED	STRICT	44	0	15	0	0	0	3	0	16	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	0
Flask-Cors	types-Flask-Cors	https://github.com/corydolphin/flask-cors	==6.0.*	COMPLETE	-	130	UP_TO_DATE	UPLOADED	STRICT	65	0	24	0	0	0	7	2	32	1	0	2	0	0	ERROR_ON_MISSING_STUB	linux	0
Flask-Migrate	types-Flask-Migrate	https://github.com/miguelgrinberg/Flask-Migrate	==4.1.*	COMPLETE	-	129	UP_TO_DATE	UPLOADED	STRICT	86	0	23	0	0	0	0	0	7	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	1
Flask-SocketIO	types-Flask-SocketIO	https://github.com/miguelgrinberg/flask-socketio	==5.6.*	COMPLETE	-	256	UP_TO_DATE	UPLOADED	NOT_STRICT	137	37	37	15	14	1	2	0	21	2	3	11	0	0	ERROR_ON_MISSING_STUB	linux	4
JACK-Client	types-JACK-Client	https://github.com/spatialaudio/jackclient-python	==0.5.*	COMPLETE	-	312	UP_TO_DATE	UPLOADED	STRICT	107	0	152	0	0	0	0	2	46	0	0	15	0	0	ERROR_ON_MISSING_STUB	darwin;linux	1
Jetson.GPIO	types-Jetson.GPIO	https://github.com/NVIDIA/jetson-gpio	==2.1.12	COMPLETE	-	212	UP_TO_DATE	UPLOADED	STRICT	88	0	47	0	0	0	0	2	108	1	0	11	0	0	ERROR_ON_MISSING_STUB	linux	4
Markdown	types-Markdown	https://github.com/Python-Markdown/markdown	==3.10.*	COMPLETE	-	826	UP_TO_DATE	UPLOADED	NOT_STRICT	301	33	231	4	0	0	17	4	253	11	0	112	1	0	ERROR_ON_MISSING_STUB	linux	3
PyAutoGUI	types-PyAutoGUI	https://github.com/asweigart/pyautogui	==0.9.*	COMPLETE	-	234	UP_TO_DATE	UPLOADED	STRICT	145	0	38	0	0	0	0	0	22	0	0	5	0	0	ERROR_ON_MISSING_STUB	linux	1
PyMeeus	types-PyMeeus	https://github.com/architest/pymeeus	==0.5.*	COMPLETE	-	954	UP_TO_DATE	UPLOADED	STRICT	706	0	374	0	0	0	0	0	59	0	0	18	0	0	ERROR_ON_MISSING_STUB	linux	0
PyMySQL	types-PyMySQL	https://github.com/PyMySQL/PyMySQL	==1.1.*	COMPLETE	-	1219	UP_TO_DATE	UPLOADED	NOT_STRICT	212	24	127	31	3	2	8	14	767	10	4	28	0	0	ERROR_ON_MISSING_STUB	linux	2
PyScreeze	types-PyScreeze	https://github.com/asweigart/pyscreeze	==1.0.1	COMPLETE	-	193	UP_TO_DATE	UPLOADED	STRICT	102	0	21	0	0	0	0	0	17	0	0	5	0	0	ERROR_ON_MISSING_STUB	linux;win32	2
PySocks	types-PySocks	https://github.com/Anorov/PySocks	==1.7.1	COMPLETE	-	213	UP_TO_DATE	UPLOADED	STRICT	113	0	35	0	0	0	1	0	26	0	2	12	0	0	ERROR_ON_MISSING_STUB	linux	2
PyYAML	types-PyYAML	https://github.com/yaml/pyyaml	==6.0.*	COMPLETE	-	1318	UP_TO_DATE	UPLOADED	NOT_STRICT	520	278	222	172	4	0	46	12	220	160	2	91	0	0	ERROR_ON_MISSING_STUB	linux	4
Pygments	types-Pygments	https://github.com/pygments/pygments	==2.19.*	PARTIAL	-	849	UP_TO_DATE	UPLOADED	NOT_STRICT	94	179	107	77	0	5	1	0	376	0	193	94	0	1	MISSING_STUBS_IGNORED	linux	4
RPi.GPIO	types-RPi.GPIO	https://sourceforge.net/p/raspberry-gpio-python/code/	==0.7.*	COMPLETE	-	56	UP_TO_DATE	UPLOADED	STRICT	28	0	18	0	0	0	0	0	26	0	0	2	0	0	SKIPPED	None	0
Send2Trash	types-Send2Trash	https://github.com/arsenetar/send2trash	==2.1.*	COMPLETE	-	15	UP_TO_DATE	UPLOADED	STRICT	4	0	4	0	0	0	3	0	0	0	0	1	0	0	ERROR_ON_MISSING_STUB	linux	1
TgCrypto	types-TgCrypto	https://github.com/pyrogram/tgcrypto	==1.2.*	COMPLETE	-	7	UP_TO_DATE	UPLOADED	STRICT	20	0	6	0	0	0	0	0	0	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	6
WTForms	types-WTForms	https://github.com/pallets-eco/wtforms	~=3.2.1	COMPLETE	-	1351	UP_TO_DATE	UPLOADED	STRICT	531	0	185	0	0	0	71	14	141	29	0	100	0	0	ERROR_ON_MISSING_STUB	linux	27
WebOb	types-WebOb	https://github.com/Pylons/webob	==1.8.*	COMPLETE	-	2222	UP_TO_DATE	UPLOADED	STRICT	799	0	609	0	0	0	80	13	250	15	0	136	1	0	ERROR_ON_MISSING_STUB	linux	99
aiofiles	types-aiofiles	https://github.com/Tinche/aiofiles	==25.1.*	COMPLETE	-	788	UP_TO_DATE	UPLOADED	STRICT	432	0	151	0	1	2	0	1	6	0	0	16	0	0	ERROR_ON_MISSING_STUB	linux;win32	86
antlr4-python3-runtime	types-antlr4-python3-runtime	https://github.com/antlr/antlr4	==4.13.*	COMPLETE	-	1968	UP_TO_DATE	UPLOADED	NOT_STRICT	782	217	355	338	14	1	1	2	424	0	219	142	0	0	ERROR_ON_MISSING_STUB	linux;win32	0
assertpy	types-assertpy	https://github.com/assertpy/assertpy	==1.1.*	COMPLETE	-	226	UP_TO_DATE	UPLOADED	STRICT	88	0	89	0	0	0	10	0	21	0	0	15	0	0	ERROR_ON_MISSING_STUB	linux	6
atheris	types-atheris	https://github.com/google/atheris	==3.0.*	PARTIAL	-	88	UP_TO_DATE	UPLOADED	STRICT	54	0	41	0	0	0	2	0	9	0	0	9	0	0	MISSING_STUBS_IGNORED	linux	0
auth0-python	types-auth0-python	https://github.com/auth0/auth0-python	==4.10.*	COMPLETE	-	1683	OUT_OF_DATE	UPLOADED	NOT_STRICT	1143	14	376	119	146	301	0	0	187	0	92	63	0	0	ERROR_ON_MISSING_STUB	linux	3
aws-xray-sdk	types-aws-xray-sdk	https://github.com/aws/aws-xray-sdk-python	==2.15.*	COMPLETE	-	976	UP_TO_DATE	UPLOADED	NOT_STRICT	258	169	295	36	15	8	9	5	191	1	8	69	0	0	ERROR_ON_MISSING_STUB	linux	31
binaryornot	types-binaryornot	https://github.com/binaryornot/binaryornot	==0.4.*	COMPLETE	-	10	UP_TO_DATE	UPLOADED	STRICT	5	0	4	0	0	0	0	0	3	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	1
bleach	types-bleach	https://github.com/mozilla/bleach	==6.3.*	COMPLETE	-	243	UP_TO_DATE	UPLOADED	STRICT	91	0	50	0	0	0	2	0	60	1	0	13	0	0	ERROR_ON_MISSING_STUB	linux	3
boltons	types-boltons	https://github.com/mahmoud/boltons	==25.0.*	COMPLETE	-	1359	UP_TO_DATE	UPLOADED	NOT_STRICT	610	335	478	170	8	8	60	16	233	6	68	83	1	3	ERROR_ON_MISSING_STUB	linux	2
braintree	types-braintree	https://github.com/braintree/braintree_python	==4.42.*	COMPLETE	-	3563	UP_TO_DATE	UPLOADED	NOT_STRICT	308	314	448	118	37	14	7	2	1521	0	115	299	0	0	ERROR_ON_MISSING_STUB	linux	1
cachetools	types-cachetools	https://github.com/tkem/cachetools	==6.2.*	COMPLETE	-	193	OUT_OF_DATE	UPLOADED	STRICT	125	0	65	0	0	0	14	1	12	0	0	14	0	0	ERROR_ON_MISSING_STUB	linux	17
capturer	types-capturer	https://github.com/xolox/python-capturer	==3.0.*	COMPLETE	-	114	UP_TO_DATE	UPLOADED	STRICT	50	0	42	0	0	0	4	1	38	4	0	6	0	0	ERROR_ON_MISSING_STUB	linux	1
cffi	types-cffi	https://github.com/python-cffi/cffi/	==1.17.*	COMPLETE	-	850	OUT_OF_DATE	UPLOADED	NOT_STRICT	336	212	239	86	0	1	33	8	254	0	75	52	0	0	ERROR_ON_MISSING_STUB	linux;win32	4
channels	types-channels	https://github.com/django/channels	==4.3.*	COMPLETE	-	545	UP_TO_DATE	UPLOADED	STRICT	239	0	151	0	0	0	36	13	102	4	0	47	0	0	ERROR_ON_MISSING_STUB	linux	7
chevron	types-chevron	https://github.com/noahmorrison/chevron	==0.14.*	COMPLETE	-	38	UP_TO_DATE	UPLOADED	STRICT	29	0	9	0	0	0	2	0	3	0	0	1	0	0	ERROR_ON_MISSING_STUB	linux	0
click-default-group	types-click-default-group	https://github.com/click-contrib/click-default-group	==1.2.*	COMPLETE	-	79	UP_TO_DATE	UPLOADED	STRICT	52	0	14	0	0	0	7	4	7	0	0	2	0	0	ERROR_ON_MISSING_STUB	linux	0
click-log	types-click-log	https://github.com/click-contrib/click-log	==0.4.*	COMPLETE	-	22	UP_TO_DATE	UPLOADED	STRICT	6	0	4	0	0	0	1	0	6	0	0	2	0	0	ERROR_ON_MISSING_STUB	linux	0
click-shell	types-click-shell	https://github.com/clarkperkins/click-shell	==2.1	COMPLETE	-	71	UP_TO_DATE	UPLOADED	STRICT	40	0	23	0	0	0	4	1	4	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	0
click-spinner	types-click-spinner	https://github.com/click-contrib/click-spinner	==0.1.*	COMPLETE	-	37	UP_TO_DATE	UPLOADED	STRICT	12	0	11	0	0	0	0	0	13	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	0
click-web	types-click-web	https://github.com/fredrik-corneliusson/click-web	==0.8.*	COMPLETE	-	189	UP_TO_DATE	UPLOADED	STRICT	68	0	60	0	0	0	0	4	55	2	1	29	0	0	ERROR_ON_MISSING_STUB	linux	0
colorama	types-colorama	https://github.com/tartley/colorama	==0.4.*	COMPLETE	-	201	UP_TO_DATE	UPLOADED	STRICT	89	0	60	0	0	0	3	1	85	0	0	11	0	0	ERROR_ON_MISSING_STUB	linux;win32	44
colorful	types-colorful	https://github.com/timofurrer/colorful	==0.5.*	COMPLETE	-	128	UP_TO_DATE	UPLOADED	NOT_STRICT	73	1	49	0	0	0	0	1	40	0	0	6	0	0	ERROR_ON_MISSING_STUB	linux	0
console-menu	types-console-menu	https://github.com/aegirhall/console-menu	==0.8.*	COMPLETE	-	736	UP_TO_DATE	UPLOADED	STRICT	217	0	278	0	0	0	7	1	58	3	1	39	0	0	ERROR_ON_MISSING_STUB	linux	0
convertdate	types-convertdate	https://github.com/fitnr/convertdate	==2.4.*	COMPLETE	-	558	UP_TO_DATE	UPLOADED	STRICT	486	0	266	0	0	0	0	0	135	0	0	2	0	0	ERROR_ON_MISSING_STUB	linux	0
croniter	types-croniter	https://github.com/pallets-eco/croniter	==6.0.0	COMPLETE	-	358	UP_TO_DATE	UPLOADED	STRICT	164	0	42	0	0	0	1	0	48	0	0	9	0	0	ERROR_ON_MISSING_STUB	linux	0
dateparser	types-dateparser	https://github.com/scrapinghub/dateparser	~=1.2.2	COMPLETE	-	509	OUT_OF_DATE	UPLOADED	NOT_STRICT	163	102	111	38	3	3	7	6	137	29	3	34	0	0	ERROR_ON_MISSING_STUB	linux	6
decorator	types-decorator	https://github.com/micheles/decorator	==5.2.*	COMPLETE	-	67	UP_TO_DATE	UPLOADED	STRICT	40	0	13	0	0	0	21	6	16	4	0	2	0	0	ERROR_ON_MISSING_STUB	linux	5
defusedxml	types-defusedxml	https://github.com/tiran/defusedxml	==0.7.*	COMPLETE	-	352	UP_TO_DATE	UPLOADED	NOT_STRICT	202	20	50	13	0	0	0	0	42	0	3	15	0	0	ERROR_ON_MISSING_STUB	linux	0
dirhash	types-dirhash	https://github.com/andhus/dirhash-python	==0.5.*	COMPLETE	-	88	UP_TO_DATE	UPLOADED	STRICT	39	0	13	0	0	0	0	1	12	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	0
django-filter	types-django-filter	https://github.com/carltongibson/django-filter/	==25.2.*	COMPLETE	-	805	UP_TO_DATE	UPLOADED	STRICT	298	0	128	0	0	0	121	43	113	25	0	73	3	0	ERROR_ON_MISSING_STUB	linux	12
django-import-export	types-django-import-export	https://github.com/django-import-export/django-import-export	==4.4.*	COMPLETE	-	696	UP_TO_DATE	UPLOADED	STRICT	376	0	255	0	0	0	135	35	156	10	0	72	0	0	SKIPPED	None	0
docker	types-docker	https://github.com/docker/docker-py	==7.1.*	COMPLETE	-	2634	UP_TO_DATE	UPLOADED	NOT_STRICT	1296	298	452	138	48	18	33	30	224	2	4	139	2	24	ERROR_ON_MISSING_STUB	linux	9
dockerfile-parse	types-dockerfile-parse	https://github.com/containerbuildsystem/dockerfile-parse	==2.0.*	COMPLETE	-	116	UP_TO_DATE	UPLOADED	STRICT	46	0	24	0	0	0	0	0	39	0	0	8	0	0	ERROR_ON_MISSING_STUB	linux	0
docutils	types-docutils	https://sourceforge.net/p/docutils/code	==0.22.3	COMPLETE	-	5665	OUT_OF_DATE	UPLOADED	NOT_STRICT	2440	708	2109	323	16	7	39	219	1508	23	234	499	1	0	ERROR_ON_MISSING_STUB	linux	18
editdistance	types-editdistance	https://github.com/roy-ht/editdistance	==0.8.*	COMPLETE	-	6	UP_TO_DATE	UPLOADED	STRICT	10	0	4	0	0	0	0	0	0	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	1
entrypoints	types-entrypoints	https://github.com/takluyver/entrypoints	==0.4.*	COMPLETE	-	41	UP_TO_DATE	UPLOADED	STRICT	23	0	12	0	0	0	0	1	12	0	0	5	0	0	ERROR_ON_MISSING_STUB	linux	1
ephem	types-ephem	https://github.com/brandon-rhodes/pyephem	==4.2.*	COMPLETE	-	591	UP_TO_DATE	UPLOADED	STRICT	182	0	187	0	0	0	0	0	150	0	0	55	0	0	ERROR_ON_MISSING_STUB	linux	6
et_xmlfile	types-et_xmlfile	https://foss.heptapod.net/openpyxl/et_xmlfile	==2.0.*	COMPLETE	-	208	UP_TO_DATE	UPLOADED	STRICT	133	0	21	0	0	0	12	3	9	0	1	4	0	0	ERROR_ON_MISSING_STUB	linux	0
fanstatic	types-fanstatic	https://github.com/zopefoundation/fanstatic	==1.6.*	COMPLETE	-	537	UP_TO_DATE	UPLOADED	STRICT	167	0	134	0	0	0	8	4	128	0	0	50	0	0	ERROR_ON_MISSING_STUB	linux	40
first	types-first	https://github.com/hynek/first	==2.0.*	COMPLETE	-	16	UP_TO_DATE	UPLOADED	STRICT	11	0	5	0	0	0	3	0	2	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	0
flake8	types-flake8	https://github.com/pycqa/flake8	==7.3.*	COMPLETE	-	574	UP_TO_DATE	UPLOADED	STRICT	223	0	165	0	0	0	35	8	185	1	90	39	0	0	ERROR_ON_MISSING_STUB	linux	1
flake8-bugbear	types-flake8-bugbear	https://github.com/PyCQA/flake8-bugbear	==25.11.29	COMPLETE	-	246	UP_TO_DATE	UPLOADED	STRICT	139	0	124	0	0	2	1	3	58	0	0	15	0	0	ERROR_ON_MISSING_STUB	linux	31
flake8-builtins	types-flake8-builtins	https://github.com/gforcada/flake8-builtins	==3.1.*	COMPLETE	-	40	UP_TO_DATE	UPLOADED	STRICT	17	0	15	0	0	0	0	0	13	0	0	1	0	0	ERROR_ON_MISSING_STUB	linux	0
flake8-docstrings	types-flake8-docstrings	https://github.com/pycqa/flake8-docstrings	==1.7.*	COMPLETE	-	21	UP_TO_DATE	UPLOADED	STRICT	5	0	4	0	0	0	0	0	7	1	0	1	0	0	ERROR_ON_MISSING_STUB	linux	0
flake8-rst-docstrings	types-flake8-rst-docstrings	https://github.com/peterjc/flake8-rst-docstrings	==0.4.*	COMPLETE	-	31	UP_TO_DATE	UPLOADED	STRICT	10	0	5	0	0	0	1	0	12	0	0	1	0	0	ERROR_ON_MISSING_STUB	linux	0
flake8-simplify	types-flake8-simplify	https://github.com/MartinThoma/flake8-simplify	==0.30.*	COMPLETE	-	121	UP_TO_DATE	UPLOADED	STRICT	75	0	72	0	0	0	0	1	15	0	2	7	0	0	ERROR_ON_MISSING_STUB	linux	0
flake8-typing-imports	types-flake8-typing-imports	https://github.com/asottile/flake8-typing-imports	==1.17.*	COMPLETE	-	36	UP_TO_DATE	UPLOADED	STRICT	11	0	13	0	0	0	1	1	12	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	0
fpdf2	types-fpdf2	https://github.com/py-pdf/fpdf2	==2.8.4	COMPLETE	-	3851	OUT_OF_DATE	UPLOADED	NOT_STRICT	1271	569	729	150	13	9	9	4	791	13	171	236	1	1	ERROR_ON_MISSING_STUB	linux	6
gdb	types-gdb	https://sourceware.org/git/gitweb.cgi?p=binutils-gdb.git;a=tree	==16.3.*	COMPLETE	Type hints for GDB's Python API. Note that this API is available only when running Python scripts under GDB: it is not possible to install the gdb package separately, for instance using pip.	1588	NOT_ON_PYPI	UPLOADED	NOT_STRICT	515	15	421	26	0	0	2	2	489	0	2	154	0	0	SKIPPED	None	52
geopandas	types-geopandas	https://github.com/geopandas/geopandas	==1.1.2	COMPLETE	-	1839	UP_TO_DATE	UPLOADED	ENTIRELY_EXCLUDED	1022	69	424	6	42	4	31	11	33	6	0	23	0	0	ERROR_ON_MISSING_STUB	linux	13
gevent	types-gevent	https://github.com/gevent/gevent	==25.9.*	COMPLETE	-	3234	UP_TO_DATE	UPLOADED	STRICT	1367	0	842	0	0	0	68	20	371	26	0	210	1	0	ERROR_ON_MISSING_STUB	darwin;linux;win32	145
google-cloud-ndb	types-google-cloud-ndb	https://github.com/googleapis/python-ndb	==2.4.*	PARTIAL	-	1531	UP_TO_DATE	UPLOADED	NOT_STRICT	484	370	236	203	123	0	5	0	194	0	134	143	0	0	MISSING_STUBS_IGNORED	linux	3
greenlet	types-greenlet	https://github.com/python-greenlet/greenlet	==3.3.*	COMPLETE	-	86	UP_TO_DATE	UPLOADED	STRICT	21	0	25	0	0	0	4	4	12	0	0	5	0	0	ERROR_ON_MISSING_STUB	linux	2
grpcio	types-grpcio	https://github.com/grpc/grpc	==1.*	PARTIAL	-	926	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	310	4	208	1	0	1	5	2	29	0	0	68	0	0	MISSING_STUBS_IGNORED	linux	3
grpcio-channelz	types-grpcio-channelz	https://github.com/grpc/grpc	==1.*	COMPLETE	-	724	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	156	94	55	15	54	0	0	0	324	0	21	44	0	0	ERROR_ON_MISSING_STUB	linux	0
grpcio-health-checking	types-grpcio-health-checking	https://github.com/grpc/grpc	==1.*	COMPLETE	-	89	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	15	27	16	4	2	0	0	0	16	0	6	7	0	0	ERROR_ON_MISSING_STUB	linux	0
grpcio-reflection	types-grpcio-reflection	https://github.com/grpc/grpc	==1.*	COMPLETE	-	165	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	34	17	18	4	7	0	0	0	55	0	1	15	0	0	ERROR_ON_MISSING_STUB	linux	0
grpcio-status	types-grpcio-status	https://github.com/grpc/grpc	==1.*	COMPLETE	-	10	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	1	2	2	1	0	1	0	0	0	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	0
gunicorn	types-gunicorn	https://github.com/benoitc/gunicorn	==25.0.*	COMPLETE	-	2947	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	753	3	590	1	24	13	23	15	1355	25	19	246	1	0	ERROR_ON_MISSING_STUB	darwin;linux	4
hdbcli	types-hdbcli	(unknown)	==2.25.*	COMPLETE	-	147	OUT_OF_DATE	UPLOADED	STRICT_ON_SOME_FILES	78	4	65	3	0	0	13	10	21	2	1	16	0	0	ERROR_ON_MISSING_STUB	linux	8
hnswlib	types-hnswlib	https://github.com/nmslib/hnswlib	==0.8.*	COMPLETE	-	60	UP_TO_DATE	UPLOADED	STRICT	32	0	26	0	0	0	1	0	3	0	1	1	0	0	ERROR_ON_MISSING_STUB	linux	1
html5lib	types-html5lib	https://github.com/html5lib/html5lib-python	==1.1.*	COMPLETE	-	850	UP_TO_DATE	UPLOADED	NOT_STRICT	204	128	252	60	6	6	7	2	246	0	68	42	0	9	ERROR_ON_MISSING_STUB	linux	5
httplib2	types-httplib2	https://github.com/httplib2/httplib2	==0.31.2	COMPLETE	-	242	UP_TO_DATE	UPLOADED	NOT_STRICT	39	116	54	7	1	0	0	0	94	0	34	26	0	0	ERROR_ON_MISSING_STUB	linux	1
hvac	types-hvac	https://github.com/hvac/hvac	==2.4.*	COMPLETE	-	1825	UP_TO_DATE	UPLOADED	NOT_STRICT	511	1222	82	491	1	0	23	19	94	0	0	75	1	0	ERROR_ON_MISSING_STUB	linux	0
ibm-db	types-ibm-db	https://github.com/ibmdb/python-ibmdb	==3.2.6	COMPLETE	-	346	OUT_OF_DATE	UPLOADED	STRICT	168	0	70	0	0	0	0	2	202	0	0	4	0	0	ERROR_ON_MISSING_STUB	linux	0
icalendar	types-icalendar	https://github.com/collective/icalendar	==6.3.2	COMPLETE	-	1338	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	364	3	422	0	3	3	9	6	152	1	2	65	1	2	ERROR_ON_MISSING_STUB	linux	6
inifile	types-inifile	https://github.com/mitsuhiko/python-inifile	==0.4.*	COMPLETE	-	124	UP_TO_DATE	UPLOADED	STRICT	60	0	59	0	0	0	0	0	1	0	0	4	0	0	ERROR_ON_MISSING_STUB	linux	20
jmespath	types-jmespath	https://github.com/jmespath/jmespath.py	==1.1.*	COMPLETE	-	214	UP_TO_DATE	UPLOADED	STRICT	133	0	74	0	0	0	30	23	49	6	0	23	0	0	ERROR_ON_MISSING_STUB	linux	0
jsonnet	types-jsonnet	https://github.com/google/jsonnet	==0.21.*	COMPLETE	-	33	UP_TO_DATE	UPLOADED	STRICT	25	0	2	0	0	0	0	0	1	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	0
jsonschema	types-jsonschema	https://github.com/python-jsonschema/jsonschema	~=4.26.0	COMPLETE	-	483	UP_TO_DATE	UPLOADED	NOT_STRICT	173	257	175	11	9	10	9	2	58	3	14	26	0	0	ERROR_ON_MISSING_STUB	linux	45
jwcrypto	types-jwcrypto	https://github.com/latchset/jwcrypto	==1.5.*	COMPLETE	-	472	UP_TO_DATE	UPLOADED	NOT_STRICT	151	31	133	8	0	1	6	11	55	2	3	40	1	0	ERROR_ON_MISSING_STUB	linux	4
keyboard	types-keyboard	https://github.com/boppreh/keyboard	==0.13.*	COMPLETE	-	246	UP_TO_DATE	UPLOADED	STRICT	130	0	76	0	0	0	0	0	38	0	0	7	0	0	ERROR_ON_MISSING_STUB	linux	7
ldap3	types-ldap3	https://github.com/cannatag/ldap3	==2.9.*	COMPLETE	-	2494	UP_TO_DATE	UPLOADED	NOT_STRICT	276	936	219	421	0	0	0	0	937	0	375	316	0	0	ERROR_ON_MISSING_STUB	linux	1
libsass	types-libsass	https://github.com/sass/libsass-python	==0.23.*	COMPLETE	-	250	UP_TO_DATE	UPLOADED	STRICT	109	0	41	0	0	0	2	0	36	0	0	17	0	0	ERROR_ON_MISSING_STUB	linux	2
lunardate	types-lunardate	https://github.com/lidaobing/python-lunardate	==0.2.*	COMPLETE	-	34	UP_TO_DATE	UPLOADED	STRICT	20	0	17	0	0	0	0	0	7	0	0	1	0	0	ERROR_ON_MISSING_STUB	linux	0
lupa	types-lupa	https://github.com/scoder/lupa	==2.6.*	COMPLETE	-	522	UP_TO_DATE	UPLOADED	STRICT	170	0	138	0	0	0	30	0	61	12	0	46	0	0	ERROR_ON_MISSING_STUB	linux	0
lzstring	types-lzstring	https://github.com/gkovacs/lz-string-python	==1.0.*	COMPLETE	-	17	UP_TO_DATE	UPLOADED	STRICT	8	0	8	0	0	0	0	0	0	0	0	1	0	0	ERROR_ON_MISSING_STUB	linux	5
m3u8	types-m3u8	https://github.com/globocom/m3u8	==6.0.*	COMPLETE	-	602	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	200	12	99	0	9	0	4	1	214	0	12	42	0	0	ERROR_ON_MISSING_STUB	linux	3
mock	types-mock	https://github.com/testing-cabal/mock	==5.2.*	COMPLETE	-	368	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	196	20	90	0	25	0	86	15	58	33	0	24	3	0	ERROR_ON_MISSING_STUB	linux	4
mypy-extensions	types-mypy-extensions	https://github.com/python/mypy_extensions	==1.1.*	COMPLETE	-	80	UP_TO_DATE	UPLOADED	STRICT	31	0	28	0	0	0	3	7	1	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	6
mysqlclient	types-mysqlclient	https://github.com/PyMySQL/mysqlclient	==2.2.*	COMPLETE	-	1275	UP_TO_DATE	UPLOADED	NOT_STRICT	32	67	40	76	0	0	0	0	971	0	28	35	0	1	ERROR_ON_MISSING_STUB	linux	1
nanoid	types-nanoid	https://github.com/puyuan/py-nanoid	==2.0.0	COMPLETE	-	16	UP_TO_DATE	UPLOADED	STRICT	8	0	4	0	0	0	0	0	2	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	0
nanoleafapi	types-nanoleafapi	https://github.com/MylesMor/nanoleafapi	==2.1.*	COMPLETE	-	91	UP_TO_DATE	UPLOADED	STRICT	33	0	49	0	2	3	1	0	16	0	0	5	0	0	ERROR_ON_MISSING_STUB	linux	1
netaddr	types-netaddr	https://github.com/netaddr/netaddr	==1.3.*	COMPLETE	-	712	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	291	1	308	0	0	0	3	1	101	2	0	43	0	0	ERROR_ON_MISSING_STUB	linux	2
netifaces	types-netifaces	https://github.com/al45tair/netifaces	==0.11.*	COMPLETE	-	69	UP_TO_DATE	UPLOADED	STRICT	1	0	3	0	0	0	0	0	65	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	33
networkx	types-networkx	https://github.com/networkx/networkx	==3.6.1	COMPLETE	-	7630	UP_TO_DATE	UPLOADED	NOT_STRICT	3175	1266	1073	544	213	264	24	19	387	5	240	132	1	1	ERROR_ON_MISSING_STUB	linux	23
oauthlib	types-oauthlib	https://github.com/oauthlib/oauthlib	==3.3.*	COMPLETE	-	1884	UP_TO_DATE	UPLOADED	NOT_STRICT	753	219	314	62	29	11	2	0	342	29	12	118	0	2	ERROR_ON_MISSING_STUB	linux	0
objgraph	types-objgraph	https://github.com/mgedmin/objgraph	==3.6.*	COMPLETE	-	87	UP_TO_DATE	UPLOADED	STRICT	71	0	17	0	0	0	0	0	6	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	0
olefile	types-olefile	https://github.com/decalage2/olefile	==0.47.*	COMPLETE	-	222	UP_TO_DATE	UPLOADED	STRICT	103	0	66	0	0	0	0	0	75	0	0	7	0	0	ERROR_ON_MISSING_STUB	linux	1
openpyxl	types-openpyxl	https://foss.heptapod.net/openpyxl/openpyxl	==3.1.5	COMPLETE	-	13159	UP_TO_DATE	UPLOADED	NOT_STRICT	3704	511	1312	87	12	7	13	11	4019	4	339	603	1	20	ERROR_ON_MISSING_STUB	linux	175
opentracing	types-opentracing	https://github.com/opentracing/opentracing-python	==2.4.*	COMPLETE	-	332	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	104	1	113	0	0	0	21	0	56	4	0	26	0	0	ERROR_ON_MISSING_STUB	linux	4
paramiko	types-paramiko	https://github.com/paramiko/paramiko	==4.0.*	COMPLETE	-	1895	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	775	8	644	3	2	0	13	6	559	4	23	129	2	0	ERROR_ON_MISSING_STUB	linux;win32	5
parsimonious	types-parsimonious	https://github.com/erikrose/parsimonious	==0.11.*	COMPLETE	-	197	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	114	0	59	1	0	0	22	2	34	3	2	28	0	0	ERROR_ON_MISSING_STUB	linux	3
passlib	types-passlib	https://foss.heptapod.net/python-libs/passlib	==1.7.*	COMPLETE	-	2056	UP_TO_DATE	UPLOADED	NOT_STRICT	470	453	291	207	2	0	32	13	579	54	8	143	2	0	ERROR_ON_MISSING_STUB	linux	32
passpy	types-passpy	https://github.com/bfrascher/passpy	==1.0.*	COMPLETE	-	47	UP_TO_DATE	UPLOADED	STRICT	43	0	20	0	0	0	0	0	1	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	3
peewee	types-peewee	https://github.com/coleifer/peewee	==3.19.0	PARTIAL	-	1758	UP_TO_DATE	UPLOADED	NOT_STRICT	416	681	363	423	202	5	2	0	403	31	319	169	0	0	ERROR_ON_MISSING_STUB	linux	20
pep8-naming	types-pep8-naming	https://github.com/PyCQA/pep8-naming	==0.15.*	COMPLETE	-	150	UP_TO_DATE	UPLOADED	STRICT	92	0	42	0	0	0	1	0	33	0	0	10	0	0	ERROR_ON_MISSING_STUB	linux	0
pexpect	types-pexpect	https://github.com/pexpect/pexpect	==4.9.*	COMPLETE	-	668	UP_TO_DATE	UPLOADED	NOT_STRICT	226	128	181	33	0	0	0	0	160	0	24	22	0	0	ERROR_ON_MISSING_STUB	linux	1
pika	types-pika-ts	https://github.com/pika/pika	==1.3.*	COMPLETE	The types-pika package contains alternate, more complete type stubs, that are maintained outside of typeshed.	2225	UP_TO_DATE	UPLOADED	NOT_STRICT	632	373	623	142	34	24	4	0	468	0	148	224	0	0	ERROR_ON_MISSING_STUB	linux	3
polib	types-polib	https://github.com/izimobil/polib	==1.2.*	COMPLETE	-	158	UP_TO_DATE	UPLOADED	STRICT	61	0	75	0	0	0	18	0	45	0	0	8	0	0	ERROR_ON_MISSING_STUB	linux	0
pony	types-pony	https://github.com/ponyorm/pony	==0.7.*	COMPLETE	-	3596	UP_TO_DATE	UPLOADED	NOT_STRICT	505	1671	675	868	2	9	6	2	994	3	494	394	0	4	ERROR_ON_MISSING_STUB	linux	9
portpicker	types-portpicker	https://github.com/google/python_portpicker	==1.6.*	COMPLETE	-	16	UP_TO_DATE	UPLOADED	STRICT	10	0	6	0	0	0	0	0	0	0	0	1	0	0	ERROR_ON_MISSING_STUB	linux	0
protobuf	types-protobuf	https://github.com/protocolbuffers/protobuf	~=6.32.1	PARTIAL	Partially generated using mypy-protobuf==3.6.0 and libprotoc 31.1 on protobuf v32.1 (python protobuf==6.32.1).	6167	OUT_OF_DATE	UPLOADED	NOT_STRICT	802	376	582	155	0	0	17	4	1107	122	88	214	0	0	MISSING_STUBS_IGNORED	linux	11
psutil	types-psutil	https://github.com/giampaolo/psutil	==7.2.2	COMPLETE	-	2264	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	514	2	694	1	1	3	3	1	675	0	89	100	3	0	ERROR_ON_MISSING_STUB	darwin;linux;win32	16
psycopg2	types-psycopg2	https://github.com/psycopg/psycopg2	==2.9.11	COMPLETE	-	1759	UP_TO_DATE	UPLOADED	NOT_STRICT	311	176	316	73	1	6	14	21	521	60	3	332	2	0	ERROR_ON_MISSING_STUB	linux	2
punq	types-punq	https://github.com/bobthemighty/punq	==0.7.*	COMPLETE	-	82	UP_TO_DATE	UPLOADED	STRICT	44	0	23	0	0	0	9	1	13	4	0	12	0	0	ERROR_ON_MISSING_STUB	linux	1
pyRFC3339	types-pyRFC3339	https://github.com/kurtraschke/pyRFC3339	~=2.0.1	COMPLETE	-	8	OBSOLETE	UPLOADED	STRICT	8	0	3	0	0	0	0	0	0	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	0
pyasn1	types-pyasn1	https://github.com/pyasn1/pyasn1	==0.6.*	COMPLETE	-	1484	UP_TO_DATE	UPLOADED	NOT_STRICT	197	535	112	422	33	9	0	0	248	0	1	178	0	0	ERROR_ON_MISSING_STUB	linux	0
pyaudio	types-pyaudio	(unknown)	==0.2.*	COMPLETE	-	165	UP_TO_DATE	UPLOADED	STRICT	51	0	37	0	0	0	0	0	72	0	0	3	0	0	ERROR_ON_MISSING_STUB	darwin;linux	0
pycocotools	types-pycocotools	https://github.com/ppwwyyxx/cocoapi	==2.0.*	COMPLETE	-	171	UP_TO_DATE	UPLOADED	STRICT	51	0	35	0	0	0	0	1	70	0	0	12	0	0	ERROR_ON_MISSING_STUB	linux	0
pycurl	types-pycurl	https://github.com/pycurl/pycurl	==7.45.7	COMPLETE	-	731	UP_TO_DATE	UPLOADED	NOT_STRICT	17	5	28	4	0	4	0	2	683	0	0	4	0	0	ERROR_ON_MISSING_STUB	darwin;linux;win32	0
pyfarmhash	types-pyfarmhash	https://github.com/veelion/python-farmhash	==0.4.*	COMPLETE	-	9	UP_TO_DATE	UPLOADED	STRICT	13	0	9	0	0	0	0	0	0	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	0
pyflakes	types-pyflakes	https://github.com/PyCQA/pyflakes	==3.4.*	COMPLETE	-	472	UP_TO_DATE	UPLOADED	STRICT	344	0	216	0	0	0	0	2	77	1	0	77	0	0	ERROR_ON_MISSING_STUB	linux	27
pyinstaller	types-pyinstaller	https://github.com/pyinstaller/pyinstaller	==6.18.*	COMPLETE	-	770	UP_TO_DATE	UPLOADED	STRICT	305	0	167	0	0	0	2	2	224	1	0	31	0	0	ERROR_ON_MISSING_STUB	linux	49
pyjks	types-pyjks	https://github.com/kurtbrose/pyjks	==20.0.*	COMPLETE	-	377	UP_TO_DATE	UPLOADED	STRICT	132	0	59	0	0	0	0	0	73	0	0	31	0	0	ERROR_ON_MISSING_STUB	linux	38
pyluach	types-pyluach	https://github.com/simlist/pyluach	==2.3.*	COMPLETE	-	271	UP_TO_DATE	UPLOADED	STRICT	163	0	127	0	0	0	0	0	35	0	0	17	0	0	ERROR_ON_MISSING_STUB	linux	1
pynput	types-pynput	https://github.com/moses-palmer/pynput	~=1.8.1	COMPLETE	-	333	UP_TO_DATE	UPLOADED	STRICT	87	0	71	0	0	0	11	0	63	1	0	24	2	0	ERROR_ON_MISSING_STUB	darwin;linux;win32	12
pyperclip	types-pyperclip	https://github.com/asweigart/pyperclip	==1.9.*	COMPLETE	-	18	OUT_OF_DATE	UPLOADED	STRICT	3	0	6	0	0	0	0	0	0	0	0	3	0	0	ERROR_ON_MISSING_STUB	darwin;linux;win32	1
pyserial	types-pyserial	https://github.com/pyserial/pyserial	==3.5.*	COMPLETE	-	1173	UP_TO_DATE	UPLOADED	STRICT	224	0	271	0	0	0	2	4	466	7	65	68	0	0	ERROR_ON_MISSING_STUB	darwin;linux;win32	65
pysftp	types-pysftp	https://bitbucket.org/dundeemt/pysftp	==0.2.*	COMPLETE	-	166	UP_TO_DATE	UPLOADED	STRICT	109	0	70	0	0	0	0	0	6	0	0	6	0	0	ERROR_ON_MISSING_STUB	linux	0
pytest-lazy-fixture	types-pytest-lazy-fixture	https://github.com/tvorog/pytest-lazy-fixture	==0.6.*	COMPLETE	-	12	UP_TO_DATE	UPLOADED	STRICT	5	0	5	0	0	0	0	1	1	0	0	1	0	0	ERROR_ON_MISSING_STUB	linux	8
python-crontab	types-python-crontab	https://gitlab.com/doctormo/python-crontab	==3.3.*	COMPLETE	-	355	UP_TO_DATE	UPLOADED	STRICT	183	0	153	0	0	0	13	0	80	0	0	19	0	0	ERROR_ON_MISSING_STUB	linux	3
python-dateutil	types-python-dateutil	https://github.com/dateutil/dateutil	==2.9.*	COMPLETE	-	742	UP_TO_DATE	UPLOADED	NOT_STRICT	306	0	186	5	0	0	0	3	151	0	0	40	0	0	ERROR_ON_MISSING_STUB	linux	11
python-http-client	types-python-http-client	https://github.com/sendgrid/python-http-client	==3.3.7	COMPLETE	-	76	UP_TO_DATE	UPLOADED	STRICT	15	0	13	0	0	0	0	2	12	0	0	14	0	0	ERROR_ON_MISSING_STUB	linux	1
python-jenkins	types-python-jenkins	https://opendev.org/jjb/python-jenkins	~=1.8.3	COMPLETE	-	259	UP_TO_DATE	UPLOADED	STRICT	198	0	102	0	7	1	1	0	80	0	2	10	1	0	ERROR_ON_MISSING_STUB	linux	1
python-jose	types-python-jose	https://github.com/mpdavis/python-jose	==3.5.*	COMPLETE	-	359	UP_TO_DATE	UPLOADED	NOT_STRICT	83	43	65	26	0	0	14	12	119	30	0	26	0	0	ERROR_ON_MISSING_STUB	linux	6
python-nmap	types-python-nmap	https://bitbucket.org/xael/python-nmap	==0.7.*	COMPLETE	-	127	UP_TO_DATE	UPLOADED	STRICT	44	0	44	0	0	0	0	0	31	0	0	14	1	0	ERROR_ON_MISSING_STUB	linux	1
python-xlib	types-python-xlib	https://github.com/python-xlib/python-xlib	==0.33.*	COMPLETE	-	5423	UP_TO_DATE	UPLOADED	STRICT	1334	0	583	0	0	0	15	8	3519	5	0	425	0	0	ERROR_ON_MISSING_STUB	linux	11
pytz	types-pytz	https://github.com/stub42/pytz	==2025.2	COMPLETE	-	151	UP_TO_DATE	UPLOADED	STRICT	71	0	51	0	0	0	2	0	30	0	0	16	0	0	ERROR_ON_MISSING_STUB	linux	4
pywin32	types-pywin32	https://github.com/mhammond/pywin32	==311.*	COMPLETE	-	39362	UP_TO_DATE	UPLOADED	NOT_STRICT	3874	3642	4003	1965	413	284	1	3	29473	0	2858	749	0	0	ERROR_ON_MISSING_STUB	win32	37
pyxdg	types-pyxdg	https://github.com/takluyver/pyxdg	==0.28.*	COMPLETE	-	858	UP_TO_DATE	UPLOADED	STRICT	512	0	297	0	0	0	0	0	165	0	0	31	0	0	ERROR_ON_MISSING_STUB	linux	2
qrbill	types-qrbill	https://github.com/claudep/swiss-qr-bill	==1.2.*	COMPLETE	-	182	UP_TO_DATE	UPLOADED	STRICT	99	0	31	0	0	0	0	4	40	0	0	4	0	0	ERROR_ON_MISSING_STUB	linux	2
qrcode	types-qrcode	https://github.com/lincolnloop/python-qrcode	==8.2.*	COMPLETE	-	651	UP_TO_DATE	UPLOADED	STRICT	282	0	152	0	0	0	21	8	151	0	0	42	0	0	ERROR_ON_MISSING_STUB	linux	10
ratelimit	types-ratelimit	https://github.com/tomasbasham/ratelimit	==2.2.*	COMPLETE	-	19	UP_TO_DATE	UPLOADED	STRICT	8	0	4	0	0	0	0	0	1	0	0	2	0	0	ERROR_ON_MISSING_STUB	linux	1
regex	types-regex	https://github.com/mrabarnett/mrab-regex	==2026.1.15	COMPLETE	-	910	UP_TO_DATE	UPLOADED	STRICT	433	0	114	0	0	0	25	16	3	0	0	7	0	0	ERROR_ON_MISSING_STUB	linux	12
reportlab	types-reportlab	https://github.com/MrBitBucket/reportlab-mirror	==4.4.9	COMPLETE	-	7968	UP_TO_DATE	UPLOADED	NOT_STRICT	1797	2567	1599	971	10	8	26	12	2764	6	1172	583	0	3	ERROR_ON_MISSING_STUB	linux	52
requests	types-requests	https://github.com/psf/requests	~=2.32.4	COMPLETE	Note: types-requests has required urllib3>=2 since v2.31.0.7. If you need to install types-requests into an environment that must also have urllib3<2 installed into it, you will have to use types-requests<2.31.0.7.	1044	UP_TO_DATE	UPLOADED	NOT_STRICT	382	132	135	65	0	4	8	1	126	15	20	53	0	0	ERROR_ON_MISSING_STUB	linux	4
requests-oauthlib	types-requests-oauthlib	https://github.com/requests/requests-oauthlib	==2.0.*	COMPLETE	-	272	UP_TO_DATE	UPLOADED	NOT_STRICT	68	69	45	4	2	3	2	0	25	1	7	13	0	0	ERROR_ON_MISSING_STUB	linux	0
retry	types-retry	https://github.com/invl/retry	==0.9.*	COMPLETE	-	29	UP_TO_DATE	UPLOADED	STRICT	17	0	2	0	0	0	2	0	1	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	3
rfc3339-validator	types-rfc3339-validator	https://github.com/naimetti/rfc3339-validator	==0.1.*	COMPLETE	-	8	UP_TO_DATE	UPLOADED	STRICT	1	0	1	0	0	0	0	0	5	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	0
s2clientprotocol	types-s2clientprotocol	https://github.com/Blizzard/s2client-proto	==5.*	COMPLETE	Partially generated using mypy-protobuf==3.6.0 and libprotoc 27.2 on s2client-proto 5.0.12.91115.0.	6947	UP_TO_DATE	UPLOADED	STRICT	856	0	676	0	0	0	0	0	1864	0	0	239	0	0	ERROR_ON_MISSING_STUB	linux	1
seaborn	types-seaborn	https://github.com/mwaskom/seaborn	==0.13.2	COMPLETE	-	2608	UP_TO_DATE	UPLOADED	ENTIRELY_EXCLUDED	1455	25	358	2	18	5	156	18	288	13	14	101	1	0	ERROR_ON_MISSING_STUB	linux	4
setuptools	types-setuptools	https://github.com/pypa/setuptools	==80.10.*	COMPLETE	Given that pkg_resources is typed since setuptools >= 71.1, it is no longer included with types-setuptools.	2814	UP_TO_DATE	UPLOADED	STRICT_ON_SOME_FILES	916	239	729	109	14	11	5	6	581	3	198	123	0	0	ERROR_ON_MISSING_STUB	linux;win32	76
shapely	types-shapely	https://github.com/shapely/shapely	==2.1.*	COMPLETE	-	2862	UP_TO_DATE	UPLOADED	ENTIRELY_EXCLUDED	1534	427	741	0	0	0	14	15	167	0	1	42	0	0	ERROR_ON_MISSING_STUB	linux	3
simple-websocket	types-simple-websocket	https://github.com/miguelgrinberg/simple-websocket	==1.1.*	COMPLETE	-	304	UP_TO_DATE	UPLOADED	NOT_STRICT	108	1	44	0	0	0	7	0	77	1	1	18	0	0	ERROR_ON_MISSING_STUB	linux	0
simplejson	types-simplejson	https://github.com/simplejson/simplejson	==3.20.*	COMPLETE	-	292	UP_TO_DATE	UPLOADED	STRICT	179	0	24	0	0	0	46	6	49	7	0	6	0	0	ERROR_ON_MISSING_STUB	linux	10
singledispatch	types-singledispatch	https://github.com/jaraco/singledispatch	==4.1.*	COMPLETE	-	29	UP_TO_DATE	UPLOADED	STRICT	16	0	12	0	0	0	7	0	3	1	0	2	0	0	ERROR_ON_MISSING_STUB	linux	0
six	types-six	https://github.com/benjaminp/six	==1.17.*	COMPLETE	-	331	UP_TO_DATE	UPLOADED	STRICT	69	0	38	0	0	0	8	6	13	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	22
slumber	types-slumber	https://github.com/samgiles/slumber	==0.7.*	COMPLETE	-	72	UP_TO_DATE	UPLOADED	STRICT	42	0	24	0	0	0	4	5	9	0	0	15	0	0	ERROR_ON_MISSING_STUB	linux	0
stdlib	-	https://github.com/python/cpython	==0.0.0	STDLIB	-	69688	STDLIB	NOT_CURRENTLY_UPLOADED	STRICT_ON_SOME_FILES	30436	546	16824	204	11	22	2090	851	9540	309	221	3214	31	0	ERROR_ON_MISSING_STUB	darwin;linux;win32	845
str2bool	types-str2bool	https://github.com/symonsoft/str2bool	==1.1	COMPLETE	-	6	UP_TO_DATE	UPLOADED	STRICT	5	0	3	0	0	0	0	0	0	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	0
tabulate	types-tabulate	https://github.com/astanin/python-tabulate	==0.9.*	COMPLETE	-	61	UP_TO_DATE	UPLOADED	STRICT	15	0	3	0	0	0	2	0	26	0	0	4	0	0	ERROR_ON_MISSING_STUB	linux	0
tensorflow	types-tensorflow	https://github.com/tensorflow/tensorflow	~=2.18.0	PARTIAL	Partially generated using mypy-protobuf==3.6.0 and libprotoc 27.2 on tensorflow==2.18.0.	30277	OUT_OF_DATE	UPLOADED	NOT_STRICT	5391	38	2939	40	12	23	60	34	5434	5	11	927	1	0	SKIPPED	None	51
toml	types-toml	https://github.com/uiri/toml	==0.10.*	COMPLETE	-	136	UP_TO_DATE	UPLOADED	STRICT	71	0	41	0	0	0	21	5	14	2	0	14	2	0	ERROR_ON_MISSING_STUB	linux	4
toposort	types-toposort	https://gitlab.com/ericvsmith/toposort	==1.10	COMPLETE	-	15	UP_TO_DATE	UPLOADED	STRICT	4	0	4	0	0	0	1	0	1	1	0	2	0	0	ERROR_ON_MISSING_STUB	linux	0
tqdm	types-tqdm	https://github.com/tqdm/tqdm	==4.67.3	COMPLETE	-	1375	UP_TO_DATE	UPLOADED	NOT_STRICT	809	151	167	27	31	7	1	1	105	0	76	36	0	0	ERROR_ON_MISSING_STUB	linux	2
translationstring	types-translationstring	https://github.com/Pylons/translationstring	==1.4.*	COMPLETE	-	80	UP_TO_DATE	UPLOADED	STRICT	62	0	18	0	0	0	6	1	4	1	0	7	0	0	ERROR_ON_MISSING_STUB	linux	4
ttkthemes	types-ttkthemes	https://github.com/TkinterEP/ttkthemes	==3.3.*	COMPLETE	-	126	UP_TO_DATE	UPLOADED	STRICT	79	0	23	0	0	0	3	4	5	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	4
tzdata	types-tzdata	https://github.com/python/tzdata	==2025.*	COMPLETE	-	3	UP_TO_DATE	UPLOADED	STRICT	0	0	0	0	0	0	0	0	2	0	0	0	0	0	ERROR_ON_MISSING_STUB	linux	1
uWSGI	types-uWSGI	https://github.com/unbit/uwsgi	==2.0.*	COMPLETE	Type hints for uWSGI's Python API. Note that this API is available only when running Python code inside a uWSGI process and some parts of the API are only present when corresponding configuration options have been enabled.	382	UP_TO_DATE	UPLOADED	STRICT	338	0	216	0	0	0	15	1	61	5	0	26	0	0	ERROR_ON_MISSING_STUB	darwin;linux	9
ujson	types-ujson	https://github.com/ultrajson/ultrajson	==5.10.*	COMPLETE	-	49	OBSOLETE	UPLOADED	STRICT	40	0	6	0	0	0	6	3	1	0	0	1	0	0	ERROR_ON_MISSING_STUB	linux	0
unidiff	types-unidiff	https://github.com/matiasb/python-unidiff	==0.7.*	COMPLETE	-	144	UP_TO_DATE	UPLOADED	STRICT	34	0	32	0	0	0	0	0	38	0	0	6	0	0	ERROR_ON_MISSING_STUB	linux	6
untangle	types-untangle	https://github.com/stchris/untangle	==1.2.*	COMPLETE	-	33	UP_TO_DATE	UPLOADED	STRICT	19	0	21	0	0	0	1	2	5	0	0	2	0	0	ERROR_ON_MISSING_STUB	linux	0
usersettings	types-usersettings	https://github.com/glvnst/usersettings	==1.1.*	COMPLETE	-	12	UP_TO_DATE	UPLOADED	STRICT	7	0	6	0	0	0	1	1	3	0	0	1	1	0	ERROR_ON_MISSING_STUB	linux	3
vobject	types-vobject	https://github.com/py-vobject/vobject	~=0.9.9	COMPLETE	-	557	UP_TO_DATE	UPLOADED	NOT_STRICT	172	122	131	50	1	4	4	4	174	0	37	51	0	0	ERROR_ON_MISSING_STUB	linux	7
waitress	types-waitress	https://github.com/Pylons/waitress	~=3.0.1	COMPLETE	-	639	UP_TO_DATE	UPLOADED	STRICT	196	0	198	0	0	0	2	0	244	0	0	38	0	0	ERROR_ON_MISSING_STUB	linux;win32	2
watchpoints	types-watchpoints	https://github.com/gaogaotiantian/watchpoints	==0.2.5	COMPLETE	-	147	UP_TO_DATE	UPLOADED	STRICT	54	0	26	0	0	0	7	0	32	9	0	4	0	0	ERROR_ON_MISSING_STUB	linux	1
webencodings	types-webencodings	https://github.com/gsnedders/python-webencodings	==0.5.*	COMPLETE	-	48	UP_TO_DATE	UPLOADED	STRICT	32	0	16	0	0	0	0	0	12	0	0	8	0	0	ERROR_ON_MISSING_STUB	linux	1
whatthepatch	types-whatthepatch	https://github.com/cscorley/whatthepatch	==1.0.*	COMPLETE	-	102	UP_TO_DATE	UPLOADED	STRICT	32	0	25	0	0	0	0	0	54	0	0	9	0	0	ERROR_ON_MISSING_STUB	linux	0
workalendar	types-workalendar	https://github.com/workalendar/workalendar	==17.0.*	COMPLETE	-	1861	UP_TO_DATE	UPLOADED	NOT_STRICT	271	23	235	3	0	1	0	0	199	0	2	374	0	0	ERROR_ON_MISSING_STUB	linux	5
wurlitzer	types-wurlitzer	https://github.com/minrk/wurlitzer	==3.1.*	COMPLETE	-	140	UP_TO_DATE	UPLOADED	STRICT	95	0	33	0	0	0	0	0	9	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	0
www-authenticate	types-www-authenticate	https://github.com/alexdutton/www-authenticate	==0.9.*	COMPLETE	-	29	UP_TO_DATE	UPLOADED	STRICT	17	0	12	0	0	1	0	0	0	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	0
xdgenvpy	types-xdgenvpy	https://gitlab.com/deliberist-group/xdgenvpy	==3.0.*	COMPLETE	-	40	UP_TO_DATE	UPLOADED	STRICT	1	0	23	0	0	0	0	0	0	0	0	3	0	0	ERROR_ON_MISSING_STUB	linux	1
xlrd	types-xlrd	https://github.com/python-excel/xlrd	==2.0.*	COMPLETE	-	778	UP_TO_DATE	UPLOADED	STRICT	298	0	142	0	0	0	6	0	426	0	0	33	0	0	ERROR_ON_MISSING_STUB	linux	0
xmldiff	types-xmldiff	https://github.com/Shoobx/xmldiff	==2.7.*	COMPLETE	-	297	UP_TO_DATE	UPLOADED	NOT_STRICT	36	167	51	57	0	10	6	0	90	0	43	24	0	0	ERROR_ON_MISSING_STUB	linux	0
xmltodict	types-xmltodict	https://github.com/martinblech/xmltodict	~=1.0.1	COMPLETE	-	118	UP_TO_DATE	UPLOADED	STRICT	76	0	10	0	0	0	5	1	19	0	0	2	0	0	ERROR_ON_MISSING_STUB	linux	0
yt-dlp	types-yt-dlp	https://github.com/yt-dlp/yt-dlp	==2026.2.4	COMPLETE	-	3583	UP_TO_DATE	UPLOADED	STRICT	2030	0	922	0	0	0	280	131	577	29	30	191	1	0	ERROR_ON_MISSING_STUB	linux	19
zstd	types-zstd	https://github.com/sergey-dryabzhinsky/python-zstd	~=1.5.7.3	COMPLETE	-	37	UP_TO_DATE	UPLOADED	STRICT	6	0	23	0	0	0	0	0	0	0	0	1	0	0	ERROR_ON_MISSING_STUB	linux	0
zxcvbn	types-zxcvbn	https://github.com/dwolfhub/zxcvbn-python	==4.5.*	COMPLETE	-	173	UP_TO_DATE	UPLOADED	STRICT	64	0	39	0	0	0	0	0	76	1	0	9	0	0	ERROR_ON_MISSING_STUB	linux	1