A package providing helpers for authenticating to Google APIs.
PythonBSD-3-Clause★ 37 estrellas⑂ 18 forksdesde ago 2018Ver en GitHub ↗
pydata/pydata-google-auth tiene un índice de salud de 42 sobre 100, lo que lo sitúa en la banda Débil. Su puntuación más alta es Sustainability & Governance (68/100) y la más baja, Vitality (19/100). Se actualizó por última vez hace 547 días. 2 personas concentran la mayor parte del trabajo reciente.
42
global / 100
Débil
Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.
42
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
El resultado global ponderado 50 se calibra a 50 en la escala publicada del índice (calibración del registro 2026-08-02).
ningún commit humano en 552 díascommits automatizados excluidosincidencias sin respuestaOpenSSF Scorecard lo reporta sin mantenimiento
El silencio por sí solo nunca es el hallazgo: una biblioteca pequeña y terminada puede no necesitar commits durante años. Esta alerta exige ambas cosas: mucho tiempo sin un commit humano y obligaciones que el proyecto visiblemente no atiende. Los commits automatizados no cuentan como mantenimiento.
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, dangerous_workflow, packaging, pinned_dependencies, token_permissions. Los pesos restantes se han renormalizado.
Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
0/25
Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
0/40
Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
source
osv
advisories
0
affected_packages
0
assessed_packages
6
unassessed_packages
9
affected_by_severity
none
direct_affected_packages
0
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos, Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejaron 6 dependencias resueltas con OSV. 9 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido o fuera de la lista de paquetes informada. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.
Código verificable por tipos — Python sin configuración de verificación de tipos
52.1/55
Tamaños de archivo manejables — 1/19 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_language
Python
largest_source_bytes
68.883
source_files_sampled
19
oversized_source_files
1
Datos clave
37estrellas de GitHub
20contribuidores
0commits en los últimos 12 meses
547días desde el último push
18versiones publicadas
2factor bus
17issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Más detalle
Historial de estrellas y forks 0 ★ / 18 ⇿
0Estrellas
18Forks
18Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Mayor 1Menor 11Parche 6
Cada punto abarca 6 días.
OpenSSF Scorecard 3.2 / 10
3.2agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-30 22:15 UTC
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 15 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
Registro
Paquete
Versión
Relación
PyPI
alabaster
—
indirecta
PyPI
flake8
—
indirecta
PyPI
google-auth
—
indirecta
PyPI
google-auth-oauthlib
—
indirecta
PyPI
nox
—
indirecta
PyPI
pyfakefs
—
indirecta
PyPI
pytest
—
indirecta
PyPI
recommonmark
—
indirecta
PyPI
setuptools
—
indirecta
PyPI
sphinx
4.5.0
indirecta
PyPI
sphinxcontrib-applehelp
1.0.4
indirecta
PyPI
sphinxcontrib-devhelp
1.0.2
indirecta
PyPI
sphinxcontrib-htmlhelp
2.0.1
indirecta
PyPI
sphinxcontrib-qthelp
1.0.3
indirecta
PyPI
sphinxcontrib-serializinghtml
1.1.5
indirecta
Avisos de dependencias 0
Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 6 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 0 tienen avisos conocidos, de los cuales 0 son directas. 9 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.
Ningún aviso conocido afecta a las dependencias evaluadas.
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
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"headline": "chore: release 1.2.0",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2021-04-21T21:54:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1d4c9f5832415ad17af1bb1bcffce5232b15482",
"body": "* ENH: Add load_service_account_credentials function\r\n\r\n* explicitly accept scopes=",
"is_bot": false,
"headline": "ENH: Add load_service_account_credentials function (#40)",
"author_name": "Batuhan Taskaya",
"author_login": "isidentical",
"committed_at": "2021-04-21T21:24:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c7f74594a8d2283d0685b7a427b4eba2ea6c75d1",
"body": "Since the real `find_open_port` runs, the requested port\r\nmight not always be 8080. For example, this test was\r\nconsistently failing when running `pytest tests` because\r\nthe unit tests were running after the system tests, making\r\nthe requested port 8082.",
"is_bot": false,
"headline": "test: fix flake in `test_webserver` (#37)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2020-04-24T14:35:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c224a80372d17ab1e803c9dfc6a2ffc282d0dc49",
"body": null,
"is_bot": false,
"headline": "chore: release 1.1.0",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2020-04-23T14:27:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "29566c1fd4f7ebb235c482e9a02d79eb59fd0f1a",
"body": "* feat: search for open port before starting run_local_server flow\r\n\r\nThis prevents issues if port 8080 is already occupied. It also makes the\r\nsystem tests less flakey, as we get fewer cases when the authorization\r\ncode goes to the wrong test.\r\n\r\n* test: add unit tests for webserver module, update changelog\r\n\r\n* fix: use PyDataConnectionError to support py2.7\r\n\r\n* fix: test with assert_called_once_with for py3.5",
"is_bot": false,
"headline": "feat: search for open port before starting run_local_server flow (#36)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2020-04-23T14:18:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bef9ff193837d19e33735a614bcf13768a5e5e33",
"body": null,
"is_bot": false,
"headline": "doc: fix links to google-auth libraries (#34)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2020-04-20T14:59:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a780ba98e6feff1383c2c1691448a446df9f19f",
"body": null,
"is_bot": false,
"headline": "chore: release 1.0 (#33)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2020-04-20T14:34:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4961fb630978d5dbae8c88e60f6875352c94765",
"body": null,
"is_bot": false,
"headline": "doc: link to BQ sandbox on intro page (#32)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2020-04-17T21:17:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc6ce92e4d243d5aec635faa91c6feeb4ac6c822",
"body": "* feat: add CLI for working with user credentials\r\n\r\nThe CLI is run with `python -m pydata_google_auth`. It\r\ncontains a \"login\" command, which saves a user credentials\r\nJSON file (usable with `GOOGLE_APPLICATION_CREDENTIALS`).\r\nIt also contains a \"print-token\" command, which is useful\r\nfor generating an access token from a user credentials\r\nJSON file.\r\n\r\n* update changelog and docs",
"is_bot": false,
"headline": "feat: add CLI for working with user credentials (#28)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2020-02-04T18:38:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d0644d2e0d760ee201f4f4259e7905981e205c69",
"body": null,
"is_bot": false,
"headline": "FIX: re-enable auth_local_webserver on default() auth method.",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-12-12T23:04:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "00e2b840df0170ba7a69de21b8937dde0b6da406",
"body": null,
"is_bot": false,
"headline": "TST: scopes might not match when using cached credentials",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-12-12T22:42:52Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "e53f8d2b71d67f47f51926ec5b0a02dbe2913ca1",
"body": null,
"is_bot": false,
"headline": "Release 0.2.0",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-12-12T22:24:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6689aafe7d3de234e0e2cd5f7873029122075b49",
"body": "There are Windows machines without an APPDATA environment variable. Use\r\nthe `expanduser` logic for the default config path in this case.",
"is_bot": false,
"headline": "fix: don't raise error when APPDATA isn't set (#31)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-12-12T22:18:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "510f49696fb3d3aa1a77a29a0ee2125ca14ddde4",
"body": "* Use latest token enpoint for user credentials.\r\n\r\n* Add to changelog.",
"is_bot": false,
"headline": "Use latest token endpoint for user credentials. (#27)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-05-10T19:21:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "597cce281f41ab2a170b69e84a3ef35955da3c26",
"body": "* ENH: Add save_user_credentials to write to JSON file.\r\n\r\nThis function is useful in combination with Google Application Default\r\ncredentials. Use this function to create a JSON key file for your user\r\ncredentials, which works similarly to a service account JSON key file in\r\ncombination with Google client libraries.\r\n\r\n* Remove unused os.path import.",
"is_bot": false,
"headline": "ENH: Add save_user_credentials to write to JSON file. (#25)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-04-18T23:06:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cc3b9f5edd45c53f04b4d72909a7974e836be02b",
"body": "* ENH: Add `authorized_user` to cached JSON files\r\n\r\nThis allows cached files to be used as application default credentials.\r\n\r\n* Remove unused import.",
"is_bot": false,
"headline": "ENH: Add `authorized_user` to cached JSON files (#24)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-04-18T19:57:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1edadfd48b69ccb0ff9515762b6447e6dd048568",
"body": "This will allow new versions of pydata-google-auth to be used with\nolder versions of pandas-gbq.",
"is_bot": false,
"headline": "ENH: Don't show warning when deprecated auth_local_webserver is used",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-04-18T18:27:23Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "b58c1464fb46e49add5e3805e811969bffd17d93",
"body": "…#21)\n\n* CLN: deprecate auth_local_webserver in favor of use_local_webserver\r\n\r\n* Update changelog.",
"is_bot": false,
"headline": "CLN: deprecate auth_local_webserver in favor of use_local_webserver (…",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-04-15T17:19:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1bbc5a62a7feb7f61b7be3048a3ba85179d89c08",
"body": "This is a bug-fix release.",
"is_bot": false,
"headline": "Release 0.1.3",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-02-26T22:04:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "16370f6910f58cd6ed6ef46a7c21be6657c6da7a",
"body": "* BUG: Respect dirname and filename arguments in cache constructors\r\n\r\nPreviously, dirname and filename were ignored in the\r\nReadWriteCredentialsCache and WriteOnlyCredentialsCache constructors.\r\n\r\n* Add bug fix to changelog.",
"is_bot": false,
"headline": "BUG: Respect dirname and filename arguments in cache constructors (#17)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-02-26T22:00:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "574eb5204cf43bc5832cfe26b4fff239adf96aa8",
"body": "* Configure CircleCI to run nox sessions.\r\n\r\n* Remove ci directory. It is unnecessary now that we use nox sessions in the CircleCI config.\r\n\r\n* Test on Python 3.5\r\n\r\n* Remove stray references to pandas-gbq leftover from the original fork.",
"is_bot": false,
"headline": "Configure CircleCI (#15)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-02-01T23:51:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e62db158d78656952dab443311a8366a0bed95b",
"body": "* CLN: Use latest nox configuration.\r\n\r\nAdds sessions for running black and generating docs.\r\n\r\nRemoves unnecessary dependencies on pandas in tests.\r\n\r\n* Add Python 3.7 to nox config.\r\n\r\n* Fix coverage config for system tests.\r\n\r\n* Update nox installation step in contributing doc.",
"is_bot": false,
"headline": "CLN: Use latest nox configuration. (#14)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-02-01T23:06:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a6d2cf3f66987c636b261028f6c557023d80a93",
"body": null,
"is_bot": false,
"headline": "Release 0.1.2 (#12)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-02-01T21:29:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "14f03205d46e19228f39d05e33159ad515202ffa",
"body": "Avoid writing to the filesystem when the module imports.\r\nThis prevents errors when the home directory is\r\nunwriteable.",
"is_bot": false,
"headline": "BUG: Don't write to the fs on module import. (#11)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2019-02-01T21:17:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c733c869aa688ec0b2b883bfcab8cdac418c89ed",
"body": null,
"is_bot": false,
"headline": "RLS: Use LICENSE.txt in manifest.",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-10-26T21:29:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "09304d8a449c1b175ee1658fc1e1c13cdb0cf58c",
"body": null,
"is_bot": false,
"headline": "DOC: adjust spacing in release guide",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-10-26T21:16:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "46fba04020f8503ca11348fbcf53371e5485ee1c",
"body": "Improve README formatting and examples.",
"is_bot": false,
"headline": "Add license.txt to package.",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-10-26T21:02:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5378c79102b2e6dc83dfc6ea19f30f0a1a27bd23",
"body": null,
"is_bot": false,
"headline": "DOC: add access/storage/sharing information to privacy policy",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-10-23T21:52:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "95e0445acfa78f14122d66535b4bfc08b553e7c7",
"body": null,
"is_bot": false,
"headline": "Add test dependencies.",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-10-19T18:12:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "405eff81ee9257e38f9ef98ed07d8b799c879bd8",
"body": null,
"is_bot": false,
"headline": "Initial CircleCI configuration. (#6)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-10-19T18:09:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0e245c5d4cbedcdb82242cbdb0b97d675610bf6e",
"body": "This typo was preventing ReadTheDocs from building.",
"is_bot": false,
"headline": "DOC: fix pypdata_google_auth typo",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-10-12T23:22:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee93aee360b7b997721e8478bbc4262c337f867b",
"body": "Also adds a google-site-verification identifier so that the client ID\r\ncan be verified.",
"is_bot": false,
"headline": "DOC: Add docs for pydata-google-auth (#5)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-10-12T22:13:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f46db86458695bb250f8833df4e2d63da133975",
"body": "The CredentialsCache classes allow for more flexible caching of user\r\ncredentials to disk. The pydata_google_auth.cache module provides 3\r\ncanonical instances of caches: NOOP (don't read/write to disk at all)\r\nREAUTH (write to disk, but don't read), and READ_WRITE (the default).",
"is_bot": false,
"headline": "[ENH] Add CredentialsCache classes (#4)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-10-12T17:59:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3564ac45831ca576cdfeeac28687268f782e0b15",
"body": null,
"is_bot": false,
"headline": "Apply black to source code.",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-09-14T20:45:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ce7f3f822fbaea7cc73878f52c61f8b38109f36",
"body": "Trim pydata-google-auth package and add tests\r\n\r\nThis is the initial version of the proposed pydata-google-auth package (to be used by pandas-gbq and ibis). It includes two methods:\r\n\r\n* `pydata_google_auth.default()`\r\n * A function that does the same as pandas-gbq does auth currently. Tries `googl\n[…]\nr other APIs besides BigQuery. Plus there were problems with `try_credentials()` even for pandas-gbq (https://github.com/pydata/pandas-gbq/issues/202, https://github.com/pydata/pandas-gbq/issues/198).",
"is_bot": false,
"headline": "Trim pydata-google-auth package and add tests (#3)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-09-07T21:08:20Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "cfa12902417517359e07c0feb41a28d94d1320ae",
"body": "Renames package and removes unnecessary modules / methods.",
"is_bot": false,
"headline": "Fork pandas-gbq with initial (incomplete) implementation.",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-08-14T20:45:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "993fe55f7e1f44a15b282b415284774310fc530c",
"body": "…cal overload (#193)\n\n* Write to CSV stream with general float format.\r\n\r\n* Specify number of significant digits for float format.\r\n\r\n* Change format to '%.15g' and add tests.\r\n\r\n* Fixing style errors.\r\n\r\n* Define string as unicode in to_gbq's float test.\r\n\r\n* Update Changelog.",
"is_bot": false,
"headline": "Use general float format when writing to CSV buffer to prevent numeri…",
"author_name": "Anthony Delage",
"author_login": "anthonydelage",
"committed_at": "2018-07-26T14:47:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7652ac68ea01e383a822b1a5ee1c1702c10c74de",
"body": "Uses [Sphinx syntax for cross-reference labels](https://stackoverflow.com/a/19543591/101923).",
"is_bot": false,
"headline": "Add anchor links to versions in the changelog (#191)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-06-26T16:22:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "06ff6992aff57b4af3b2a210a1b2eaee8875b41a",
"body": "The docs needs some corrections in order to pass the Pandas docs linter\r\nin https://github.com/pandas-dev/pandas/pull/21628",
"is_bot": false,
"headline": "DOC: synchronize docs changes with pandas (#190)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-06-25T18:26:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ade32a238d789a115788fe3e81e21aba34544a06",
"body": "* Update changelog with all changes since 0.4.1.\r\n* Address warnings when building the docs due to mis-formed links.\r\n* Removes some old references to streaming, which are no longer\r\n relevant.",
"is_bot": false,
"headline": "DOC: Prepare for 0.5.0 release (#188)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-06-15T16:54:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7007a883130116d6dc2814e6c859462f1fe10bf",
"body": "* ENH: Add location parameter to read_gbq and to_gbq\r\n\r\nThis allows queries to be run against datasets in the Tokyo region.\r\nLikewise, it enables loading dataframes into Tokyo datasets.\r\n\r\nThe location parameter was added in 0.32.0, so this PR also updates the\r\nminimum google-cloud-bigquery version.\r\n\r\n* DOC: Add location parameter to changelog.\r\n\r\nFix test to use private_key parameter so that it passes on Travis.\r\n\r\n* TST: lock conda google-cloud-bigquery version",
"is_bot": false,
"headline": "ENH: Add location parameter to read_gbq and to_gbq (#185)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-06-11T14:43:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e753cc4e61b0089dcea6330eb8c77e93a62984a7",
"body": "* TST: Add unit tests for pandas_gbq.auth.get_credentials().\r\n\r\nTests (actual auth mocked out):\r\n* Using private key with contents.\r\n* Using private key with path.\r\n* Using default credentials.\r\n* Using cached user credentials.\r\n\r\n* TST: Use classmethod decorator for mocked methods.\r\n\r\nSee: https://stackoverflow.com/a/29235090/101923",
"is_bot": false,
"headline": "TST: Add unit tests for pandas_gbq.auth.get_credentials(). (#184)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-05-26T15:58:19Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "ee9955f81b454ff43b3c9c20e15d776444503ac8",
"body": "The docs build is currently broken. This attempts to fix it by using pip\nto install pandas-gbq.",
"is_bot": false,
"headline": "DOC: Add readthedocs YAML",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-05-25T23:56:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7439771e3dfc2f84dabafa0621246acfa6c73119",
"body": "* Clarifies order of authentication methods.\r\n* Updates links to external resources.",
"is_bot": false,
"headline": "DOC: Add how-to guide for authentication (#183)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-05-25T23:43:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08166685d3305a57fbfd3bc4c41a1cf5df98ebcf",
"body": "* CLN: refactor auth logic to its own module.\r\n\r\nUses new-style tests for auth-related tests.\r\n\r\n* Mock new auth module functions in gbq unit tests.\r\n\r\n* Use monkeypatch in unit tests to not break system tests.\r\n\r\n* Use private_key and explicit project when default creds not available\r\n\r\n(such as on\n[…]\ngenerate gbq schema test to unit tests.\r\n\r\n* Use pytest marks to skip local auth tests on Travis.\r\n\r\n* Skip tests when no private key file.\r\n\r\n* Use shared test fixtures for auth and gbq system tests.",
"is_bot": false,
"headline": "CLN: refactor auth logic to its own module. (#176)",
"author_name": "Tim Swast",
"author_login": "tswast",
"committed_at": "2018-05-07T16:09:18Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f301442082bab62c793b6a80cf00c03f97938609",
"body": "Now that load jobs are used, no sleep is required when replacing a\r\ntable.",
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"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "746 followers of pydata",
"points": 20.7,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 746,
"login": "pydata"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "29 public repos, account ~14 yr old",
"points": 22.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 29
}
},
{
"code": "account_age_years",
"params": {
"years": 14
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 60,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "weak",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_ci": false,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".flake8",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "0 out of 24 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": "https://pydata-google-auth.readthedocs.io/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://pydata-google-auth.readthedocs.io/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "weak",
"name": "Security",
"value": 46,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Dangerous-Workflow, Packaging, Pinned-Dependencies, Token-Permissions. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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"dangerous_workflow",
"packaging",
"pinned_dependencies",
"token_permissions"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 32,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 13,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 5,
"scorecard_aggregate": 3.2
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "0 out of 24 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 15/30 approved changesets -- score normalized to 5",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 4 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no workflows found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 6 resolved dependencies against OSV; 9 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 6
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 9
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 6,
"unassessed_packages": 9,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 6,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 15
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 50,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.84,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "84 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 84,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_pinned_dependencies"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 57,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"docs/source/Makefile",
"noxfile.py"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/source/Makefile, noxfile.py",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/source/Makefile, noxfile.py"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".flake8",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 68883,
"source_files_sampled": 19,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/19 source files over 60KB",
"points": 52.1,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 19,
"oversized": 1
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"top": [],
"labels": [],
"scores": {},
"primary": null,
"evidence": [],
"artifacts": [],
"confidence": "none",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": false
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-30T22:15:45.643895Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pydata/pydata-google-auth.svg",
"full_name": "pydata/pydata-google-auth",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}
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Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v2.5.0, esquema v0.27.0 — metodología completa · wiki de métricas.
