Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-28 14:49 UTC

gabrieldemarmiesse / python-on-whales

An awesome Python wrapper for an awesome Docker CLI!

PythonMIT★ 708 estrellas⑂ 130 forksdesde ago 2020Ver en GitHub ↗

gabrieldemarmiesse/python-on-whales tiene un índice de salud de 70 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (85/100) y la más baja, Security (52/100). Se actualizó por última vez hace 30 días. Una sola persona concentra la mayor parte del trabajo reciente.

70
global / 100
Bueno

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

70
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

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.

Titularidad

Gabriel de MarmiesseCuenta personal
403 seguidores86 repositorios públicosdesde jun 2015Kyutai

Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPIpython-on-whales0.81.012.474.237101hace 141 días

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

64Moderado · 22% del índice global
Cómo se puntúa
28.8/36Recencia de push — último push hace 30 días
8.3/36Cadencia de commits — 12/52 semanas con commits
12.6/18Volumen de commits — 24 commits en el último año
2/10OpenSSF Scorecard: Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
Datos de entrada utilizados
commits_last_year24
human_commit_share1
days_since_last_push30
active_weeks_last_year12
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
27/36Recencia de las versiones — última versión hace 141 días
19.8/27Cadencia de publicación — una versión cada ~61 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count100
latest_release_tagv0.81.0
releases_from_tagsno
days_since_latest_release141
mean_days_between_releases61
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

77Bueno · 18% del índice global
Cómo se puntúa
46.2/60Estrellas — 708 estrellas
17.6/25Forks — 130 forks
4.3/15Observadores — 7 observadores
Datos de entrada utilizados
forks130
stars708
watchers7
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
80/80Descargas mensuales — 12.474.237 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagespython-on-whales
dependents
ecosystemspypi
total_downloads
monthly_downloads12.474.237
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

69Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
5.1/22.5Distribución de commits — el principal contribuyente firma el 77% de los commits
13.5/13.5Amplitud de contribuyentes — 80 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled80
top_contributor_share0,774
Cómo se puntúa
35.7/46.8Resolución de issues — 76% de issues cerradas
35.6/38.3Aceptación de PR — 455/489 PR decididos fusionados
10.5/15OpenSSF Scorecard: Code-Review — Found 22/30 approved changesets -- score normalized to 7
Datos de entrada utilizados
merged_prs455
open_issues52
closed_issues168
issue_closed_ratio0,764
closed_unmerged_prs34
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
18.7/25Alcance del propietario — 403 seguidores de gabrieldemarmiesse
25/25Trayectoria — 86 repos públicos, cuenta de ~11 años
Datos de entrada utilizados
followers403
owner_typeUser
is_verified
owner_logingabrieldemarmiesse
public_repos86
account_age_days4061
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 141 días
20/20Historial de versiones — 101 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagespython-on-whales
ecosystemspypi
any_deprecatedno
min_days_since_publish141

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

85Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 3 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .flake8
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 24 out of 25 merged PRs checked by a CI test -- score normalized to 9
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config
Cómo se puntúa
30/30README
25/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepage
has_readme
has_docs_dir
has_description

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

52Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.2/2.5CI-Tests — 24 out of 25 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 22/30 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 8 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
1.5/7.5Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 20 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,1
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages5
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:python-on-whales@0.81.0 —lo que arrastra la instalación del paquete publicado—: 5 paquetes. No se analiza la alcanzabilidad.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

54Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 78 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,78
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .flake8
11/11Verificación estática de tipos — python_on_whales/py.typed
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfile
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_config
typecheck_configspython_on_whales/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (python_on_whales/py.typed)
54.4/55Tamaños de archivo manejables — 1/93 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes86.016
source_files_sampled93
oversized_source_files1

Datos clave

708estrellas de GitHub
80contribuidores
24commits en los últimos 12 meses
30días desde el último push
100versiones publicadas
1factor bus
52issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Más detalle

Historial de estrellas y forks 0 ★ / 130 ⇿
0Estrellas
130Forks
94Versiones

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.

025507510012515012932020-122023-092026-06
Mayor 0Menor 73Parche 19

Cada punto abarca 6 días.

OpenSSF Scorecard 4.1 / 10
4.1agregado

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 · 2026-07-28 14:48 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal 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
9CI-Tests24 out of 25 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 22/30 approved changesets -- score normalized to 7
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
2Maintained3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities20 existing vulnerabilities detected
Todas las dependencias no recopilado

No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Avisos de dependencias 0

Instalar pypi:python-on-whales@0.81.0 arrastra 5 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

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.

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          "headline": "Rework filters to support passing multiple filters of the same type (…",
          "author_name": "Lewis Gaul",
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          "headline": "Bump version to 0.76.1",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "Fix secrets specs labels being capitalized (#675)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2025-03-25T17:48:47Z",
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          "headline": "Bump version to 0.76.0",
          "author_name": "gabrieldemarmiesse",
          "author_login": "gabrieldemarmiesse",
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          "headline": "Add support for multi-nodes on builders (#674)",
          "author_name": "Gabriel de Marmiesse",
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        {
          "oid": "3e95100df068a0ad97dce67a9a0b0d2c510d818a",
          "body": "Fix #671 , thanks @koenvandesande !\n\nAdded `my_secret.spec.name`",
          "is_bot": false,
          "headline": "Fixed secrets and added tests (#673)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2025-03-21T16:15:02Z",
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        {
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          "headline": "bump version to 0.75.1",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2025-01-10T19:25:38Z",
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        },
        {
          "oid": "c3b82f3ebbe59037b97476479f47b66d52b734d9",
          "body": "The latest 0.75.0 release [failed to publish to\nPyPi](https://github.com/gabrieldemarmiesse/python-on-whales/actions/runs/12688518269/job/35365228093).\nThis appears to be a [known behavior of\nsetuptools](https://github.com/pypa/setuptools/issues/4759)/[uv](https://github.com/astral-sh/uv/issues/9513\n[…]\n753576).\n\nIt appeared to keep the correct license metadata on PyPi, since this\nfield seems to be an optional addition to the `project.license.file`\nfield.\n\nHappy to implement any feedback, please lmk!",
          "is_bot": false,
          "headline": "Work around setuptools license file metadata issue (#666)",
          "author_name": "Eric Weber",
          "author_login": "rcwbr",
          "committed_at": "2025-01-10T18:45:43Z",
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          "headline": "Bump version to 0.75.0",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2025-01-09T10:00:32Z",
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          "headline": "Add envs option to docker.compose.run() (#664) (#665)",
          "author_name": "www84",
          "author_login": "www84",
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          "headline": "Add volumes option to docker.compose.run() (#663)",
          "author_name": "www84",
          "author_login": "www84",
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          "is_bot": false,
          "headline": "Add entrypoint option to docker.compose.run() (#659) (#661)",
          "author_name": "www84",
          "author_login": "www84",
          "committed_at": "2024-12-25T09:49:39Z",
          "body_truncated": false,
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        {
          "oid": "07fe32a17239b1626a9acbc5d61dea0d6cfe4188",
          "body": null,
          "is_bot": false,
          "headline": "Update comment in python-publish.yml",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-12-12T18:59:19Z",
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        {
          "oid": "b2ff8654488378d913ce900b4e526b4b4d3ed6a7",
          "body": "As seen in https://docs.docker.com/build/bake/remote-definition/\nNote that this is experimental (like `buildx.bake`)",
          "is_bot": false,
          "headline": "Support bake remote definitions (#656)",
          "author_name": "Eric Weber",
          "author_login": "rcwbr",
          "committed_at": "2024-12-09T11:48:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2f95b07dac7084f4bf1e30207fcbf2823e36df9",
          "body": null,
          "is_bot": false,
          "headline": "Add anchor to link being displayed when using CLI (#654)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-11-20T11:50:44Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
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          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.74.0 (#652)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-11-20T11:28:53Z",
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        },
        {
          "oid": "140865d6ac2b36b3d5a26b78f0b9cf8788fd7b0f",
          "body": "This will become the main way we use the project for contributors. Any contributor can use other tools, \r\nbut they'll have to find out how to use the project themselves. It doesn't change anything for end users.",
          "is_bot": false,
          "headline": "Use uv in github actions and recommend uv for dev (#650)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-11-20T11:05:18Z",
          "body_truncated": false,
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        },
        {
          "oid": "9a9f090c8669d5cfe61e5388e4c2d9eacbc2d964",
          "body": "…ect output (#648)",
          "is_bot": false,
          "headline": "Fix Pod property type annotations to allow for missing fields in insp…",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-11-09T14:20:22Z",
          "body_truncated": false,
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          "oid": "b590c97ff0c85228329e70f04700d4ef65c23bc0",
          "body": "…641)",
          "is_bot": false,
          "headline": "Add podman `is_infra` and `namespace` fields to `Container` object (#…",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-23T11:22:50Z",
          "body_truncated": false,
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        },
        {
          "oid": "d992525ce6cd43d9ce14cc552886b07bc77ba9e2",
          "body": "…cantly (#643)\n\nCo-authored-by: Gabriel de Marmiesse <gabrieldemarmiesse@gmail.com>",
          "is_bot": false,
          "headline": "Set `defer_build=True` pydantic config, improving import time signifi…",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-23T11:10:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4531cedef39d5d12b10bbd0386eb685c954b64e3",
          "body": "Co-authored-by: Gabriel de Marmiesse <gabrieldemarmiesse@gmail.com>",
          "is_bot": false,
          "headline": "Remove leftover Pydantic v1 handling (#642)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-23T10:15:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43b4001331eaf1a1cc59b732c0cfea0103728b30",
          "body": "We test `buildx imagetools` by using docker images available on dockerhub, some are given hashes to get the image for a specific platform and thus checking that we parse the output correctly. The docker images used were old and thus we had to upgrade them. This is what I did in this PR.\r\n\r\nMaybe we could find a way to avoid the dependency on dockerhub but I don't see any good solution for that.",
          "is_bot": false,
          "headline": ":bug: Fix buildx tests in the CI by upgrading the docker images (#646)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-10-23T10:05:37Z",
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          "is_coding_agent": false
        },
        {
          "oid": "67f75f4689651d44d759c5ac8cb5a5cc7d64fe94",
          "body": "Partially fixes\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/644",
          "is_bot": false,
          "headline": "Specify ubuntu-24.04 in the GitHub actions config (#645)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-21T15:23:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40e1f2782eee49493264442d6350b732305f5fb2",
          "body": "Before:\r\n\r\n```\r\n$ python-on-whales download-cli\r\nzsh: command not found: python-on-whales\r\n```\r\n\r\nAfter:\r\n\r\n```\r\n$ python-on-whales download-cli\r\nThe python-on-whales command line interface has been removed in python-on-whales v0.74.0. If you were using it to download the docker CLI, you should instead do it manually. Take a look at https://gabrieldemarmiesse.github.io/python-on-whales/docker_client/ which has instructions to download the Docker client.\r\n```",
          "is_bot": false,
          "headline": "Display an error message if using the `python-on-whales` command (#640)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-10-14T11:05:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a1ecad38b214fbbf652f2f3576fc797f6faee94",
          "body": null,
          "is_bot": false,
          "headline": "Update docs references to download-cli (#639)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-14T10:37:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e08c98b675b1049e967dc55892853a3b1459452",
          "body": "Removes dependency on typer/tqdm/requests by dropping support for\r\ndownloading the docker client.\r\n\r\nInitially agreed at\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/512#issuecomment-1872322431,\r\nthis has been deprecated since\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales\n[…]\nales/pull/513 as a\r\nresolution to\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/512. We\r\nwill also be able to close\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/575.",
          "is_bot": false,
          "headline": "Remove download docker client functionality (#633)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-13T20:46:18Z",
          "body_truncated": true,
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        },
        {
          "oid": "30f2905ea47bffe8d5e19276d1465ec73941c00d",
          "body": null,
          "is_bot": false,
          "headline": "Fix breakage of `ContainerCLI.create(env_files=path)` (#637)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-13T19:21:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76e85551d6e9c0825cb995be354d7e70e5e4d27b",
          "body": "- Podman is now available in the default Ubuntu apt repos\r\n- Docker now doesn't come with the daemon config file\r\n- Newer version of podman has support for something that was previously an xfail testcase",
          "is_bot": false,
          "headline": "Fix the CI setup and podman testcase (#638)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-13T19:01:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86a5c8d1987de3514ceabc5b6ba3b894940581c6",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.73.0",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-09-06T10:20:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a518a5719d4d2e979538a6d232f42cce141ecef",
          "body": "Podman has support for a \"network exists\" command which checks if a\r\nnetwork exists. This adds support for that command, although it does so\r\nby way of network inspect for compatibility with Docker, which does not\r\nhave a standalone `network exists` command.\r\n\r\nCloses #618\r\n\r\n---------\r\n\r\nCo-authored-by: Gabriel de Marmiesse <gabrieldemarmiesse@gmail.com>",
          "is_bot": false,
          "headline": "Add \"network exists\" command (#632)",
          "author_name": "Ellis Clark",
          "author_login": "eclark0426",
          "committed_at": "2024-09-05T15:31:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f58af9e0e43f3127b2f519b70a55ad0850024284",
          "body": "They should now show up in the docs.",
          "is_bot": false,
          "headline": "Added missing docstrings for network functions (#631)",
          "author_name": "Steve T",
          "author_login": "stock90975",
          "committed_at": "2024-09-05T13:30:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ac7b6f34a5dddee531eaadf9c11addd5dd45146",
          "body": "Follows https://github.com/gabrieldemarmiesse/python-on-whales/pull/595\r\nand https://github.com/gabrieldemarmiesse/python-on-whales/pull/599,\r\nworking on\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/584.",
          "is_bot": false,
          "headline": "Update container component to accept args as Iterable and Mapping (#627)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-09-05T12:38:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "7bd00cbca75ff11c99b32c64df893b13189717e5",
          "body": "Follows https://github.com/gabrieldemarmiesse/python-on-whales/pull/595,\r\nworking on\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/584.",
          "is_bot": false,
          "headline": "Update pod component to use generic Iterable and Mapping types (#599)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-09-05T12:30:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfd6920692807bf5babc533b55a7de8f3e379f93",
          "body": "just like the example in the documentation:\r\n\r\nhttps://squidfunk.github.io/mkdocs-material/setup/changing-the-colors/#automatic-light-dark-mode\r\n\r\nCo-authored-by: Lewis Gaul <lewis.gaul@gmail.com>",
          "is_bot": false,
          "headline": "add auto/light/dark mode for docs (#625)",
          "author_name": "Stefan Krüger",
          "author_login": "s-light",
          "committed_at": "2024-09-05T12:26:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a7f3eaa55e7446d472aaee1c05362a2132eafd3",
          "body": "Fixes https://github.com/gabrieldemarmiesse/python-on-whales/issues/594",
          "is_bot": false,
          "headline": "Drop support for pydantic v1 (#630)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-09-05T10:09:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9da040b7fa7bd76831c5817d411c55f53acd8ee2",
          "body": "Hopefully fixing two issues that have started being hit in the \"Render\r\ndocs\" CI job:\r\n* `podman pod create` failing with \"initializing source\r\ndocker://k8s.gcr.io/pause:3.5: Requesting bear token: invalid status\r\ncode from registry 404 (Not Found)\", reported at\r\nhttps://github.com/gabrieldemarmiess\n[…]\ndating doc package dependencies and pinning a couple more\r\nindirect dependencies (I think the lack of pinning `griffe` while\r\npinning to an older version of `mkdocstrings-python` was the\r\nproblem...).",
          "is_bot": false,
          "headline": "Fix \"Render docs\" CI job (#628)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-09-05T09:53:38Z",
          "body_truncated": true,
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        },
        {
          "oid": "69b2ac30146d56598bc42b22a8d015e327c2f234",
          "body": null,
          "is_bot": false,
          "headline": "Allow for multiple env-files (#616)",
          "author_name": "Einar Wigum Arbo",
          "author_login": "einarwar",
          "committed_at": "2024-08-15T09:25:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "338feb5738264e7247298fffbf2c3bf81fa7f4f0",
          "body": "Previously treated `Pod.create(share=[])` the same as not passing the\r\n`share` arg (not passing it to podman), but the podman default is to\r\nshare `uts`, `ipc` and `net` namespaces. This means there's no way to\r\nspecify that *no* namespaces should be shared.\r\n\r\nIn addition, podman expects this list \n[…]\nl\r\n`Command.add_args_iterable()` helper method meant only one shared\r\nnamespace could be specified.\r\n\r\nIt seems possible there could be other related bugs to do with the\r\nformat of lists on the CLI...",
          "is_bot": false,
          "headline": "Fix handling of 'podman pod create --share=...' (#620)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-08-06T19:48:28Z",
          "body_truncated": true,
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        },
        {
          "oid": "144fd129975e259971bd065d4cb1e95d00ef7136",
          "body": null,
          "is_bot": false,
          "headline": "Add Tuple[Union[str, int]] to ValidPortMapping (#619)",
          "author_name": "Ellis Clark",
          "author_login": "eclark0426",
          "committed_at": "2024-08-06T19:43:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9874b40ee4e2da30a6f68ebdedd6008dd52fe7f2",
          "body": "[Ruff](https://docs.astral.sh/ruff/) has emerged as the most popular\r\ntool for linting, and covers the rules from flake8 among others. It also\r\nserves as an (almost) drop in replacement for black and isort.\r\n\r\nThis PR replaces flake8, isort and black with ruff. \r\n* There are some minor differences i\n[…]\n and `W` covers the rules by the existing flake8\r\naccording to [these\r\ndocs](https://docs.astral.sh/ruff/faq/#how-does-ruff-compare-to-flake8)\r\n* Updated pre-commit and github actions to also use Ruff",
          "is_bot": false,
          "headline": "Replace isort, black and flake8 with ruff (#617)",
          "author_name": "Einar Wigum Arbo",
          "author_login": "einarwar",
          "committed_at": "2024-08-05T13:06:53Z",
          "body_truncated": true,
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        },
        {
          "oid": "172e1cc9a0cc38951d7f24631d4bc6cf4ea42c39",
          "body": null,
          "is_bot": false,
          "headline": "Add support for 'podman container init' (#615)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-08-05T10:12:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "682ff914a0a0461dc7cb1e63a9d68ee3fa30e09b",
          "body": null,
          "is_bot": false,
          "headline": "Add bootstrap cli flag for create/inspect (#600)",
          "author_name": "fizzgig1888",
          "author_login": "fizzgig1888",
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                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 77,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "forks": 130,
              "stars": 708,
              "watchers": 7,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "708 stars",
                "points": 46.2,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 708
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "130 forks",
                "points": 17.6,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 130
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "7 watchers",
                "points": 4.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "packages": [
                "python-on-whales"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 12474237
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "12,474,237 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 12474237,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 69,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 80,
              "top_contributor_share": 0.774
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 77% of commits",
                "points": 5.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 77
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "80 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 80
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "merged_prs": 455,
              "open_issues": 52,
              "closed_issues": 168,
              "issue_closed_ratio": 0.764,
              "closed_unmerged_prs": 34
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "76% of issues closed",
                "points": 35.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 76
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "455/489 decided PRs merged",
                "points": 35.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 455,
                      "decided": 489
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 22/30 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 67,
            "inputs": {
              "followers": 403,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "gabrieldemarmiesse",
              "public_repos": 86,
              "account_age_days": 4061
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "403 followers of gabrieldemarmiesse",
                "points": 18.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 403,
                      "login": "gabrieldemarmiesse"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "86 public repos, account ~11 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 86
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "python-on-whales"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 141
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 141 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 141
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "101 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 101
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 85,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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": 9.6,
                "status": "met",
                "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": "24 out of 25 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "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": null,
                "points": 0,
                "status": "missed",
                "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": "moderate",
        "name": "Security",
        "value": 52,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 40,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.1
            },
            "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": "24 out of 25 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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 22/30 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "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": "3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "20 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:python-on-whales@0.81.0 runtime dependency closure — what installing the published package pulls in — 5 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:python-on-whales@0.81.0",
                  "assessed": 5
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 5,
              "unassessed_packages": 0,
              "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": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "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": "excellent",
            "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": 5,
              "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": "excellent",
            "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"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 11
            },
            "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": 54,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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              "legible_history_share": 0.78,
              "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": "78 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 78,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "python_on_whales/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "python_on_whales/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "python_on_whales/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "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": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 86016,
              "source_files_sampled": 93,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (python_on_whales/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "python_on_whales/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/93 source files over 60KB",
                "points": 54.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 93,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T14:49:27.213346Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/gabrieldemarmiesse/python-on-whales.svg",
  "full_name": "gabrieldemarmiesse/python-on-whales",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.27.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasPyPI.