Registro público
Informe de salud del softwareesquema 0.23.0 · métricas 1.13.0 · 2026-07-21 21:17 UTC

flyteorg / flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

PythonApache-2.0★ 315 estrellas⑂ 339 forksdesde ago 2019Ver en GitHub ↗

flyteorg/flytekit tiene un índice de salud de 73 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (91/100) y la más baja, Security (4/100). Se actualizó por última vez hoy. 5 personas concentran la mayor parte del trabajo reciente.

73
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.

73
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

FlyteOrganización
338 seguidores49 repositorios públicosdesde ene 2018

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPIflytekit1.16.26413.094480hace 5 días

Métricas por categoría

Vitalidad

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

91Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
22.2/36Cadencia de commits — 32/52 semanas con commits
18/18Volumen de commits — 100 commits en el último año
0/10OpenSSF Scorecard: Maintained — sin datos
Datos de entrada utilizados
commits_last_year100
human_commit_share0,91
days_since_last_push0
active_weeks_last_year32
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 5 días
27/27Cadencia de publicación — una versión cada ~10,4 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count100
latest_release_tagv1.16.26
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases10,4

Comunidad y Adopción

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

79Bueno · 18% del índice global
Cómo se puntúa
40.5/60Estrellas — 315 estrellas
21.1/25Forks — 339 forks
13.2/15Observadores — 234 observadores
Datos de entrada utilizados
forks339
stars315
watchers234
growth_stateorganic
growth_factor_pct100
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
0/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conduct
has_pull_request_template
Cómo se puntúa
74.9/80Descargas mensuales — 413.094 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesflytekit
dependents
ecosystemspypi
total_downloads
monthly_downloads413.094
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?

84Bueno · 24% del índice global
Cómo se puntúa
45.9/54Factor bus — la mitad de los commits recae en 5 contribuyente(s)
19/22.5Distribución de commits — el principal contribuyente firma el 16% de los commits
13.5/13.5Amplitud de contribuyentes — 99 contribuyentes
0/10OpenSSF Scorecard: Contributors — sin datos
Datos de entrada utilizados
bus_factor5
contributors_sampled99
top_contributor_share0,157
Cómo se puntúa
0/46.8Resolución de issues — sin issues o sin datos
29.8/38.3Aceptación de PR — 2560/3286 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — sin datos
Datos de entrada utilizados
merged_prs2560
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs726
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues. Los pesos restantes se han renormalizado.
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
18.2/25Alcance del propietario — 338 seguidores de flyteorg
24.4/25Trayectoria — 49 repos públicos, cuenta de ~8 años
Datos de entrada utilizados
followers338
owner_typeOrganization
is_verified
owner_loginflyteorg
public_repos49
account_age_days3112
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 5 días
20/20Historial de versiones — 480 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesflytekit
ecosystemspypi
any_deprecatedno
min_days_since_publish5

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

91Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 4 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://docs.flyte.org/en/latest/api/flytekit/docs_index.html
10/10Descripción del repositorio
10/10Topics — 13 topics
0/10Wiki
Datos de entrada utilizados
topicsflyte, flyte-tasks, pypi, spark, workflows, sdk, python, mlops, extensible, automation, data-science, data, hacktoberfest
has_wikino
homepagehttps://docs.flyte.org/en/latest/api/flytekit/docs_index.html
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?

4Crítico · 16% del índice global
Cómo se puntúa
0/30Política de seguridad (SECURITY.md)
0/25Configuración de Dependabot
0/25Lockfiles de dependencias — biblioteca publicada — los lockfiles son cosa de las aplicaciones, no se esperan aquí
0/20Flujo de trabajo de CodeQL
Datos de entrada utilizados
sourcefile_signals
lockfilesuv.lock
manifestsplugins/setup.py, pyproject.toml, setup.cfg, setup.py
has_codeql_workflowno
has_security_policyno
has_dependabot_configno
Excluidos de la puntuación (sin datos o no aplicable): Lockfiles de dependencias. Los pesos restantes se han renormalizado.
Cómo se puntúa
2/35Dependencias directas libres de avisos conocidos — 28 afectados: click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5), +25 más
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
9.1/40Sin avisos pendientes — 23 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 792 días
Datos de entrada utilizados
sourceosv
advisories867
affected_packages97
assessed_packages669
unassessed_packages71
affected_by_severitycritical 6, high 19, moderate 16, low 4, unknown 52
direct_affected_packages28
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 669 dependencias resueltas con OSV. 71 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.

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.

58Moderado · 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 — 85 de 91 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,934
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, docs/Makefile, plugins/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — Dockerfile, lockfile
2/10Práctica demostrada con agentes — 1 de los últimos 100 commits con autoría o crédito de agente
8/8Mantenimiento automatizado — 9 de los últimos 100 commits son actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — sin datos
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfile
typed_languageno
bootstrap_filesMakefile, docs/Makefile, plugins/Makefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0,01
toolchain_manifests
dependency_bot_commit_share0,09
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
54.5/55Tamaños de archivo manejables — 9/980 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes151.999
source_files_sampled980
oversized_source_files9
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks
Datos de entrada utilizados
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files

Datos clave

315estrellas de GitHub
99contribuidores
100commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
5factor bus
0issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • deps.dev does not index pypi:flytekit@1.16.26; advisories assessed against the repository dependency graph instead
  • Advisory severity resolved for 120 of 365 advisories (lookup cap); the remainder are reported as unknown severity
  • OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks

Más detalle

Historial de estrellas y forks 315 ★ / 339 ⇿
315Estrellas
339Forks
99Versiones

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.

0125250375315336152019-082023-012026-07
Mayor 0Menor 4Parche 54

Cada punto abarca 7 días.

Dependencias directas 39
RegistroPaqueteRestricción de versiónManifiesto
PyPIadlfs>=2023.3.0pyproject.toml
PyPIcachetools>=5.3.3pyproject.toml
PyPIclick>=6.6pyproject.toml
PyPIcloudpickle>=2.0.0pyproject.toml
PyPIcroniter>=0.3.20pyproject.toml
PyPIdataclasses-json>=0.5.2,<0.5.12pyproject.toml
PyPIdiskcache>=5.2.1pyproject.toml
PyPIdocker>=4.0.0pyproject.toml
PyPIdocstring-parser>=0.9.0pyproject.toml
PyPIflyteidl>=1.16.7,<2.0.0a0pyproject.toml
PyPIfsspec>=2024.9.0pyproject.toml
PyPIgcsfs>=2024.9.0,!=2025.5.0,!=2025.5.0post1pyproject.toml
PyPIgoogleapis-common-protos>=1.57pyproject.toml
PyPIgrpciopyproject.toml
PyPIgrpcio-statuspyproject.toml
PyPIimportlib-metadatapyproject.toml
PyPIjoblibpyproject.toml
PyPIjsonlinespyproject.toml
PyPIjsonpicklepyproject.toml
PyPIkeyring>=18.0.1pyproject.toml
PyPImarkdown-it-pypyproject.toml
PyPImarshmallow>=3,<4pyproject.toml
PyPImarshmallow-enumpyproject.toml
PyPImarshmallow-jsonschema>=0.12.0pyproject.toml
PyPIsetuptools<82pyproject.toml
PyPImashumaro>=3.15pyproject.toml
PyPImsgpack>=1.1.0pyproject.toml
PyPIprotobuf!=4.25.0pyproject.toml
PyPIpygmentspyproject.toml
PyPIpython-json-logger>=2.0.0pyproject.toml
PyPIpytimeparse>=1.1.8pyproject.toml
PyPIpyyaml!=6.0.0,!=5.4.0,!=5.4.1pyproject.toml
PyPIrequests>=2.18.4pyproject.toml
PyPIrichpyproject.toml
PyPIrich_clickpyproject.toml
PyPIs3fs>=2024.9.0pyproject.toml
PyPIstatsd>=3.0.0pyproject.toml
PyPItyping_extensionspyproject.toml
PyPIurllib3>=1.22pyproject.toml
Todas las dependencias 740

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 143 paquetes directos y 597 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIadlfs2023.10.0directa
PyPIadlfs2023.9.0directa
PyPIadlfs2024.4.1directa
PyPIadlfs2024.7.0directa
PyPIadlfs2026.2.0directa
PyPIcachetools5.3.2directa
PyPIcachetools5.3.3directa
PyPIcachetools5.5.0directa
PyPIcachetools7.0.1directa
PyPIclickdirecta
PyPIclick8.1.7directa
PyPIclick8.3.1directa
PyPIcloudpickledirecta
PyPIcloudpickle2.2.1directa
PyPIcloudpickle3.0.0directa
PyPIcloudpickle3.1.0directa
PyPIcloudpickle3.1.2directa
PyPIcroniter2.0.1directa
PyPIcroniter2.0.5directa
PyPIcroniter3.0.3directa
PyPIcroniter6.0.0directa
PyPIdataclasses-json0.5.9directa
PyPIdiskcache5.6.3directa
PyPIdocker6.1.3directa
PyPIdocker7.1.0directa
PyPIdocstring-parser0.15directa
PyPIdocstring-parser0.16directa
PyPIdocstring-parser0.17.0directa
PyPIflyteidldirecta
PyPIflyteidl1.10.6directa
PyPIflyteidl1.10.7b0directa
PyPIflyteidl1.13.4directa
PyPIflyteidl1.16.3directa
PyPIflyteidl1.16.4directa
PyPIfsspecdirecta
PyPIfsspec2023.10.0directa
PyPIfsspec2023.9.2directa
PyPIfsspec2024.5.0directa
PyPIfsspec2024.9.0directa
PyPIfsspec2026.2.0directa
PyPIgcsfs2023.9.2directa
PyPIgcsfs2024.5.0directa
PyPIgcsfs2024.9.0.post1directa
PyPIgcsfs2026.2.0directa
PyPIgoogleapis-common-protos1.61.0directa
PyPIgoogleapis-common-protos1.62.0directa
PyPIgoogleapis-common-protos1.63.0directa
PyPIgoogleapis-common-protos1.65.0directa
PyPIgoogleapis-common-protos1.72.0directa
PyPIgrpciodirecta
PyPIgrpcio1.59.3directa
PyPIgrpcio1.60.1directa
PyPIgrpcio1.64.0directa
PyPIgrpcio1.66.2directa
PyPIgrpcio1.78.0directa
PyPIgrpcio-status1.59.3directa
PyPIgrpcio-status1.60.1directa
PyPIgrpcio-status1.62.2directa
PyPIgrpcio-status1.62.3directa
PyPIgrpcio-status1.66.2directa
PyPIgrpcio-status1.78.0directa
PyPIimportlib-metadata6.8.0directa
PyPIimportlib-metadata7.0.1directa
PyPIimportlib-metadata7.1.0directa
PyPIimportlib-metadata8.5.0directa
PyPIimportlib-metadata8.6.1directa
PyPIimportlib-metadata8.7.1directa
PyPIjoblib1.3.2directa
PyPIjoblib1.4.2directa
PyPIjoblib1.5.3directa
PyPIjsonlines4.0.0directa
PyPIjsonpickle3.0.2directa
PyPIjsonpickle3.0.4directa
PyPIjsonpickle3.3.0directa
PyPIjsonpickle4.1.1directa
PyPIkeyring24.3.0directa
PyPIkeyring25.2.1directa
PyPIkeyring25.4.1directa
PyPIkeyring25.7.0directa
PyPImarkdown-it-py3.0.0directa
PyPImarkdown-it-py4.0.0directa
PyPImarshmallow3.20.1directa
PyPImarshmallow3.20.2directa
PyPImarshmallow3.21.2directa
PyPImarshmallow3.22.0directa
PyPImarshmallow3.26.2directa
PyPImarshmallow-enum1.5.1directa
PyPImarshmallow-jsonschema0.13.0directa
PyPImashumaro3.10directa
PyPImashumaro3.12directa
PyPImashumaro3.13.1directa
PyPImashumaro3.15directa
PyPImashumaro3.20directa
PyPImsgpack1.1.0directa
PyPImsgpack1.1.2directa
PyPIprotobuf4.24.4directa
PyPIprotobuf4.25.0directa
PyPIprotobuf4.25.5directa
PyPIprotobuf4.25.8directa
PyPIprotobuf5.28.2directa
PyPIprotobuf6.33.5directa
PyPIpygments2.17.1directa
PyPIpygments2.17.2directa
PyPIpygments2.18.0directa
PyPIpygments2.19.2directa
PyPIpython-json-logger2.0.7directa
PyPIpython-json-logger4.0.0directa
PyPIpytimeparse1.1.8directa
PyPIpyyaml6.0.1directa
PyPIpyyaml6.0.2directa
PyPIpyyaml6.0.3directa
PyPIrequests2.31.0directa
PyPIrequests2.32.2directa
PyPIrequests2.32.3directa
PyPIrequests2.32.5directa
PyPIrich13.7.0directa
PyPIrich13.7.1directa
PyPIrich13.9.2directa
PyPIrich14.3.2directa
PyPIrich-click1.7.1directa
PyPIrich-click1.7.3directa
PyPIrich-click1.8.2directa
PyPIrich-click1.8.3directa
PyPIrich-click1.9.7directa
PyPIs3fsdirecta
PyPIs3fs2023.9.2directa
PyPIs3fs2024.5.0directa
PyPIs3fs2024.9.0directa
PyPIs3fs2026.2.0directa
PyPIsetuptoolsdirecta
PyPIsetuptools69.5.1directa
PyPIstatsd3.3.0directa
PyPIstatsd4.0.1directa
PyPItyping-extensionsdirecta
PyPItyping-extensions4.12.2directa
PyPItyping-extensions4.15.0directa
PyPItyping-extensions4.8.0directa
PyPItyping-extensions4.9.0directa
PyPIurllib31.26.18directa
PyPIurllib32.0.7directa
PyPIurllib32.2.1directa
PyPIurllib32.2.3directa
PyPIurllib32.6.3directa
PyPIabsl-py2.4.0indirecta
PyPIaioboto3indirecta
PyPIaiobotocore2.13.0indirecta
PyPIaiobotocore2.15.2indirecta
PyPIaiobotocore2.5.4indirecta
PyPIaiofiles23.2.1indirecta
PyPIaiohappyeyeballs2.4.3indirecta
PyPIaiohappyeyeballs2.4.4indirecta
PyPIaiohappyeyeballs2.6.1indirecta
PyPIaiohttpindirecta
PyPIaiohttp3.10.10indirecta
PyPIaiohttp3.10.11indirecta
PyPIaiohttp3.13.3indirecta
PyPIaiohttp3.9.0indirecta
PyPIaiohttp3.9.3indirecta
PyPIaioitertools0.11.0indirecta
PyPIaioitertools0.12.0indirecta
PyPIaioresponses0.7.6indirecta
PyPIaiosignal1.3.1indirecta
PyPIaiosignal1.4.0indirecta
PyPIalembic1.13.3indirecta
PyPIannotated-types0.7.0indirecta
PyPIanyio4.12.1indirecta
PyPIanyio4.6.0indirecta
PyPIapache-airflowindirecta
PyPIapache-airflow2.10.3indirecta
PyPIapache-airflow-providers-apache-beam5.8.0indirecta
PyPIapache-airflow-providers-common-compat1.2.0indirecta
PyPIapache-airflow-providers-common-io1.4.1indirecta
PyPIapache-airflow-providers-common-sql1.25.0rc1indirecta
PyPIapache-airflow-providers-fab1.4.0indirecta
PyPIapache-airflow-providers-ftp3.11.1indirecta
PyPIapache-airflow-providers-googleindirecta
PyPIapache-airflow-providers-google10.23.0indirecta
PyPIapache-airflow-providers-http4.13.1indirecta
PyPIapache-airflow-providers-imap3.7.0indirecta
PyPIapache-airflow-providers-smtp1.8.0indirecta
PyPIapache-airflow-providers-sqlite3.9.0indirecta
PyPIapache-beam2.59.0indirecta
PyPIapispec6.6.1indirecta
PyPIargcomplete3.5.1indirecta
PyPIarrow1.3.0indirecta
PyPIasgiref3.8.1indirecta
PyPIasn1crypto1.5.1indirecta
PyPIasttokens2.4.1indirecta
PyPIastunparse1.6.3indirecta
PyPIasync-timeout4.0.3indirecta
PyPIasync-timeout5.0.1indirecta
PyPIasyncsshindirecta
PyPIattrs23.1.0indirecta
PyPIattrs23.2.0indirecta
PyPIattrs24.2.0indirecta
PyPIautoflake2.3.1indirecta
PyPIazure-core1.29.5indirecta
PyPIazure-core1.30.0indirecta
PyPIazure-core1.30.1indirecta
PyPIazure-core1.31.0indirecta
PyPIazure-datalake-store0.0.53indirecta
PyPIazure-identity1.15.0indirecta
PyPIazure-identity1.16.0indirecta
PyPIazure-identity1.19.0indirecta
PyPIazure-storage-blob12.19.0indirecta
PyPIazure-storage-blob12.20.0indirecta
PyPIazure-storage-blob12.23.1indirecta
PyPIbabel2.16.0indirecta
PyPIbackoff2.2.1indirecta
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PyPIzipp3.17.0indirecta
PyPIzipp3.19.1indirecta
PyPIzipp3.20.2indirecta
PyPIzipp3.21.0indirecta
PyPIzstandard0.23.0indirecta
Avisos de dependencias 97

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 669 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 97 tienen avisos conocidos, de los cuales 28 son directas. 71 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
aiohttp3.10.10indirectacrítica643.14.1
aiohttp3.10.11indirectacrítica603.14.1
aiohttp3.13.3indirectacrítica423.14.1
aiohttp3.9.0indirectacrítica703.14.1
aiohttp3.9.3indirectacrítica663.14.1
apache-airflow2.10.3indirectacrítica433.2.1rc1
click8.1.7directaalta18.3.3
click8.3.1directaalta18.3.3
msgpack1.1.0directaalta11.2.1
msgpack1.1.2directaalta11.2.1
protobuf4.24.4directaalta46.33.5
protobuf4.25.0directaalta46.33.5
protobuf4.25.5directaalta46.33.5
protobuf4.25.8directaalta26.33.5
protobuf5.28.2directaalta46.33.5
setuptools69.5.1directaalta683.0.0
urllib31.26.18directaalta122.7.0
urllib32.0.7directaalta122.7.0
urllib32.2.1directaalta142.7.0
urllib32.2.3directaalta122.7.0
urllib32.6.3directaalta42.7.0
pyasn10.5.1indirectaalta40.6.4
pyasn10.6.0indirectaalta40.6.4
pyasn10.6.1indirectaalta60.6.4
pyasn10.6.2indirectaalta40.6.4
diskcache5.6.3directamoderada2
marshmallow3.20.1directamoderada24.1.2
marshmallow3.20.2directamoderada24.1.2
marshmallow3.21.2directamoderada24.1.2
marshmallow3.22.0directamoderada24.1.2
requests2.31.0directamoderada62.33.0
requests2.32.2directamoderada42.33.0
requests2.32.3directamoderada42.33.0
requests2.32.5directamoderada22.33.0
idna3.10indirectamoderada23.15
idna3.4indirectamoderada43.15
idna3.6indirectamoderada43.15
idna3.7indirectamoderada23.15
pytest7.4.0indirectamoderada29.0.3
pytest7.4.3indirectamoderada29.0.3
pytest8.2.1indirectamoderada29.0.3
pygments2.17.1directabaja22.20.0
pygments2.17.2directabaja22.20.0
pygments2.18.0directabaja22.20.0
pygments2.19.2directabaja22.20.0
apache-airflow-providers-fab1.4.0indirectadesconocida4
apache-airflow-providers-ftp3.11.1indirectadesconocida1
apache-airflow-providers-google10.23.0indirectadesconocida3
apache-airflow-providers-http4.13.1indirectadesconocida2
azure-core1.29.5indirectadesconocida2
azure-core1.30.0indirectadesconocida2
azure-core1.30.1indirectadesconocida2
azure-core1.31.0indirectadesconocida2
azure-identity1.15.0indirectadesconocida2
azure-identity1.16.0indirectadesconocida2
certifi2023.11.17indirectadesconocida2
certifi2024.2.2indirectadesconocida2
cryptography41.0.5indirectadesconocida14
cryptography42.0.2indirectadesconocida10
cryptography43.0.1indirectadesconocida7
filelock3.13.1indirectadesconocida4
flask2.2.5indirectadesconocida2
flask-appbuilder4.5.0indirectadesconocida8
gitpython3.1.40indirectadesconocida13
google-cloud-aiplatform1.70.0indirectadesconocida2
h110.14.0indirectadesconocida2
httplib20.22.0indirectadesconocida1
jaraco-context5.3.0indirectadesconocida2
jaraco-context6.0.1indirectadesconocida2
jinja23.1.2indirectadesconocida10
jinja23.1.3indirectadesconocida8
js2py0.74indirectadesconocida2
jupyter-core5.7.2indirectadesconocida2
keras2.15.0indirectadesconocida10
mako1.3.5indirectadesconocida4
orjson3.10.3indirectadesconocida2
orjson3.10.7indirectadesconocida2
pillow10.3.0indirectadesconocida29
pillow10.4.0indirectadesconocida29
pillow12.2.0indirectadesconocida21
pyarrow10.0.1indirectadesconocida3
pyarrow15.0.0indirectadesconocida3
pyarrow16.1.0indirectadesconocida3
pyjwt2.11.0indirectadesconocida12
pyjwt2.8.0indirectadesconocida11
pyjwt2.9.0indirectadesconocida13
pyopenssl23.3.0indirectadesconocida4
pyopenssl24.2.1indirectadesconocida4
pyspark3.3.2indirectadesconocida3
pyspark3.5.0indirectadesconocida2
torch1.12.1indirectadesconocida30
torch2.1.0indirectadesconocida28
tornado6.4.1indirectadesconocida22
werkzeug2.2.3indirectadesconocida14
werkzeug3.1.5indirectadesconocida2
wheel0.41.3indirectadesconocida2
zipp3.17.0indirectadesconocida2

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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          "body": "Signed-off-by: machichima <nary12321@gmail.com>",
          "is_bot": false,
          "headline": "[Feat] add sleep plugins and examples (#3446)",
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          "headline": "Add AWS EMR Serverless connector plugin (flytekitplugins-awsemrserver…",
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          "is_bot": false,
          "headline": "Use fixed flytectl-setup-action (#3451)",
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          "headline": "fix(interactive): pin PORT env var so code-server binds to the correc…",
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          "is_bot": false,
          "headline": "fix: EnumTransformer.to_literal accepts a string matching an enum val…",
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          "is_bot": false,
          "headline": "fix(auth): don't delete cached credentials when token refresh fails (…",
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          "oid": "2182a71c857ac53c822b61253882f80815a2ad47",
          "body": "* fix: merge LaunchPlan security context per field on registration\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n* test: use docstring and top-level imports in security context merge test\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n---------\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>",
          "is_bot": false,
          "headline": "fix: merge LaunchPlan security context per field on registration (#3442)",
          "author_name": "Stefan Wang",
          "author_login": "1fanwang",
          "committed_at": "2026-07-01T00:47:49Z",
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          "oid": "6b24374e1a4050ff4a37107e5aacbd65e395e638",
          "body": "…(#3448)\n\n* fix(spark): cap aiohttp<3.14 in test deps for aioresponses compat\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n* fix(ci): pin scipy<1.18 for onnx and re-pin aiohttp<3.14 for spark after -U\n\nBoth plugin builds are red on master, so every PR inherits two failing checks.\n\nonnx-scikitlearn:\n[…]\nobs on master and every PR. Download the last flytectl\nrelease (v0.9.8) from its asset URL instead.\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n---------\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>",
          "is_bot": false,
          "headline": "Fix red CI on master: plugin deps (aiohttp/scipy) + flytectl install …",
          "author_name": "Stefan Wang",
          "author_login": "1fanwang",
          "committed_at": "2026-06-30T08:06:58Z",
          "body_truncated": true,
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          "oid": "e96c7203089a1edc5709c92a606a2d4abb481c0e",
          "body": "…y_points (#3445)\n\nCurrently, flytekit's auth system only supports a fixed set of built-in\nauthentication modes (PKCE, ClientSecret, ExternalCommand, DeviceFlow).\nAdding a new mode requires modifying flytekit core. This makes it\nimpossible for downstream consumers to provide custom authenticators\n(e\n[…]\nr consistency with the built-in auth mode handling.\n\nPlugin contract: a callable `(PlatformConfig, ClientConfigStore) -> Authenticator`.\n\nSigned-off-by: Hongxin Liang <honnix@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(auth): add pluggable authenticator support via registry and entr…",
          "author_name": "Honnix",
          "author_login": "honnix",
          "committed_at": "2026-06-22T18:41:39Z",
          "body_truncated": true,
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          "oid": "735f322ba435d274d316435aaafa75104298a262",
          "body": "…ts (#3440)\n\nWhen an image with a digest is used (e.g. image:tag@sha256:...), the\ntemplate replacement for {{.image.<name>.version}} hardcodes : as the\nseparator. Since version returns the digest, this produces\nimage:tag:sha256:... (invalid) instead of image:tag@sha256:... (valid).\n\nFix by detecting\n[…]\na digest (contains :) and replacing\nthe preceding : separator with @ in the output.\n\nFixes https://github.com/flyteorg/flyte/issues/7531\n\nSigned-off-by: Hongxin Liang <honnix@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix template replacement producing invalid image reference with diges…",
          "author_name": "Honnix",
          "author_login": "honnix",
          "committed_at": "2026-06-22T15:05:07Z",
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        {
          "oid": "0e2463a10e1535a6099ea51c9a75c571531cb95a",
          "body": "Signed-off-by: Katrina Rogan <katroganGH@gmail.com>",
          "is_bot": false,
          "headline": "Bump requirements to avoid gcsfs close spam (#3436)",
          "author_name": "Katrina Milles",
          "author_login": "katrogan",
          "committed_at": "2026-06-01T19:28:53Z",
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          "oid": "d42ce0ff3e45b6f04a578e41d23c22319047679d",
          "body": "Signed-off-by: David Holtz <56723830+dmholtz@users.noreply.github.com>\nCo-authored-by: Fabio M. Graetz, Ph.D. <fabiograetz@googlemail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Improve docstring of Elastic dataclass in flytekit-kf-pytorch (#3419)",
          "author_name": "David Holtz",
          "author_login": "dmholtz",
          "committed_at": "2026-05-28T18:50:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "00d5e22c61267437b646f1065a49a8a054f3bc34",
          "body": "* Bump flyteidSigned-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Bump flyteidl minimum version to 1.16.7 (#3435)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2026-05-28T17:54:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "231bc0764523b54329fade86659dcee42ecf35fa",
          "body": "---\nupdated-dependencies:\n- dependency-name: aiohttp\n  dependency-version: 3.13.4\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump aiohttp from 3.10.11 to 3.13.4 (#3416)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-26T21:51:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1f8414f220f608061d8b43c2fd2e577fcd55707",
          "body": "Bumps [pillow](https://github.com/python-pillow/Pillow) from 10.3.0 to 12.2.0.\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\n- [Commits](https://github.com/python-pillow/Pillow/compare/10.3.0...12.2.0)\n[…]\n:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": true,
          "headline": "Bump pillow from 10.3.0 to 12.2.0 (#3424)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-26T21:37:58Z",
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        },
        {
          "oid": "8e498f6885903fd063cf10feb56466a3456ffe98",
          "body": "Signed-off-by: yuteng chen <a08h0283@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "ray autoscaler (#3413)",
          "author_name": "YuTeng Chen",
          "author_login": "0yukali0",
          "committed_at": "2026-05-26T21:37:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2223dfff721cdb09d7ea0f6140ca701f1cc7ffcd",
          "body": "Signed-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix (#3434)",
          "author_name": "M. Adil Fayyaz",
          "author_login": "AdilFayyaz",
          "committed_at": "2026-05-26T21:16:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81c3828dc1101024187fb3fbac76fbf04190835f",
          "body": "* Carry pod_template override through map_task serialization\n\nmap_task(...).with_overrides(pod_template=PodTemplate(...)) was being\nsilently dropped at serialization. The override is accepted at workflow\nbuild time and stored on the Node, but get_serializable_array_node_map_task\nnever read node._pod\n[…]\ne pod spec can still resolve image/command/args.\n\nAdd a parametrized test exercising this scenario.\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n---------\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>",
          "is_bot": false,
          "headline": "Carry pod_template override through map_task serialization (#3428)",
          "author_name": "Stefan Wang",
          "author_login": "1fanwang",
          "committed_at": "2026-05-20T20:52:33Z",
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          "is_coding_agent": false
        },
        {
          "oid": "3aadb292c095909d14347b69317ecfd5e1b7dd8b",
          "body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump werkzeug from 3.1.5 to 3.1.6 (#3425)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-20T17:30:10Z",
          "body_truncated": false,
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        },
        {
          "oid": "d03d8e57ea13e2b1cc7fd5aafd0084a2c6de8685",
          "body": "Signed-off-by: Jason Parraga <sovietaced@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Make optional arguments not required in click option (#3432)",
          "author_name": "Jason Parraga",
          "author_login": "Sovietaced",
          "committed_at": "2026-05-20T17:08:25Z",
          "body_truncated": false,
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        },
        {
          "oid": "3157ce5e978f9949750b8c1322761144dc96cc2e",
          "body": "Signed-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add grpc headers and timeout (#3433)",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2026-05-18T20:20:27Z",
          "body_truncated": false,
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        },
        {
          "oid": "48a846e1fd39b75964535afbec0952a230ad06ce",
          "body": "Signed-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix (#3431)",
          "author_name": "M. Adil Fayyaz",
          "author_login": "AdilFayyaz",
          "committed_at": "2026-05-14T17:24:32Z",
          "body_truncated": false,
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        },
        {
          "oid": "41a9f8009128db1391697cec0441e924e7e27d68",
          "body": "Bumps [sqlparse](https://github.com/andialbrecht/sqlparse) from 0.5.1 to 0.5.4.\n- [Changelog](https://github.com/andialbrecht/sqlparse/blob/master/CHANGELOG)\n- [Commits](https://github.com/andialbrecht/sqlparse/compare/0.5.1...0.5.4)\n\n---\nupdated-dependencies:\n- dependency-name: sqlparse\n  dependenc\n[…]\npe: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": true,
          "headline": "Bump sqlparse from 0.5.1 to 0.5.4 in /plugins/flytekit-airflow (#3390)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-02T00:31:02Z",
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          "oid": "fbd4fd4c350d545b7e393ea4f0091ceab0e8a063",
          "body": null,
          "is_bot": false,
          "headline": "chore: Allow later version of setuptools (<82) (#3430)",
          "author_name": "Honnix",
          "author_login": "honnix",
          "committed_at": "2026-05-01T18:13:55Z",
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          "oid": "541c8d3e7bacb90362f393b363cedbcaedb34472",
          "body": null,
          "is_bot": false,
          "headline": "update readme for flyte 2 devbox launch (#3426)",
          "author_name": "Niels Bantilan",
          "author_login": "cosmicBboy",
          "committed_at": "2026-04-28T00:24:13Z",
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        {
          "oid": "39d4a9f8ad59e5bcf12de1fd381a6fe289fc6aa3",
          "body": "* Fix release pipeline failures in pythonpublish and build_image workflows\n\nThe v1.16.17 release failed because a transient PyPI connection error\nduring plugin upload killed the entire deploy job, and re-runs failed\nbecause already-uploaded packages return 400. The manual build_image\nworkflow also f\n[…]\nage instead of silently using an invalid PyPI version.\n\nSigned-off-by: Kevin Su <pingsutw@apache.org>\n\n---------\n\nSigned-off-by: Kevin Su <kevin@union.ai>\nSigned-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Fix release pipeline failures (#3423)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2026-04-13T19:49:21Z",
          "body_truncated": true,
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        },
        {
          "oid": "54b82e5fd263cd2f09a1b1abda88042956ecde5c",
          "body": "…ion (#3403)\n\n* fix: re-translate LaunchPlan fixed inputs with remote context on registration\n\n* NamedTemporaryFile(delete=False) to avoid file lock error",
          "is_bot": false,
          "headline": "Re-translate LaunchPlan fixed inputs with remote context on registrat…",
          "author_name": "Daniel Sola",
          "author_login": "dansola",
          "committed_at": "2026-04-10T22:46:01Z",
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        },
        {
          "oid": "e0c3e23c1de60cf3bd8ede02c4461a9ef0d3a359",
          "body": "Signed-off-by: Thomas Newton <thomas.w.newton@gmail.com>",
          "is_bot": false,
          "headline": "GH-7196: More lenient regex for container image templating (#3421)",
          "author_name": "Thomas Newton",
          "author_login": "Tom-Newton",
          "committed_at": "2026-04-10T22:13:03Z",
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        {
          "oid": "c164f35dd3f1ce3b4b2c082ef43d22afd67cd727",
          "body": "Signed-off-by: Niels Bantilan <niels.bantilan@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "add support for installing system-level venv in ImageSpec (#3400)",
          "author_name": "Niels Bantilan",
          "author_login": "cosmicBboy",
          "committed_at": "2026-04-01T14:22:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "71194a4de9601bd819b2192da447d0c5a5d904ce",
          "body": "* add run_all_sub_nodes for map tasks\n\nSigned-off-by: Paul Dittamo <pvdittamo@gmail.com>\n\n* update unit tests\n\nSigned-off-by: Paul Dittamo <pvdittamo@gmail.com>\n\n---------\n\nSigned-off-by: Paul Dittamo <pvdittamo@gmail.com>",
          "is_bot": false,
          "headline": "add run_all_sub_nodes for map tasks (#3399)",
          "author_name": "Paul Dittamo",
          "author_login": "pvditt",
          "committed_at": "2026-03-11T03:58:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "6297a983c934362d322e24cd0e44189940bf882c",
          "body": "…space K8s secrets (#3394)\n\nEnable per-project Databricks authentication by reading tokens from\nKubernetes secrets in workflow namespaces, with backward-compatible\nfallback to the FLYTE_DATABRICKS_ACCESS_TOKEN environment variable.\n\nChanges:\n- Add get_secret_from_k8s() for cross-namespace K8s secret\n[…]\ncret for custom secret names\n- Add 31 comprehensive tests covering all token resolution paths\n\nTracking: https://github.com/flyteorg/flyte/issues/6911\n\nSigned-off-by: Rohit Sharma <rohitrsh@gmail.com>",
          "is_bot": false,
          "headline": "feat(spark): Add multi-tenant Databricks token support via cross-name…",
          "author_name": "Rohit Sharma",
          "author_login": "rohitrsh",
          "committed_at": "2026-03-10T23:20:00Z",
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        },
        {
          "oid": "a735a6277a36953fa7a649066140421b2e536351",
          "body": "* feat(spark): Add Databricks Serverless Compute support\n\nSigned-off-by: Rohit Sharma <rohitrsh@gmail.com>\n\n* refactor(spark): Address review comments on serverless support\n\n- Extract _build_notebook_job_spec() and _build_python_file_job_spec()\n- Move compute validation to beginning of _get_databric\n[…]\nSharma <rohitrsh@gmail.com>\n\n---------\n\nSigned-off-by: Rohit Sharma <rohitrsh@gmail.com>\nCo-authored-by: Rohit Sharma <rohsharma@expediagroup.com>\nCo-authored-by: Samhita Alla <aallasamhita@gmail.com>",
          "is_bot": false,
          "headline": " Add Databricks Serverless Compute Support (#3392)",
          "author_name": "Rohit Sharma",
          "author_login": "rohitrsh",
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          "body": "Co-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Add S3 addressing style configuration support (#3367)",
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                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 78,
            "inputs": {
              "merged_prs": 2560,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 726
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2560/3286 decided PRs merged",
                "points": 29.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2560,
                      "decided": 3286
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "followers": 338,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "flyteorg",
              "public_repos": 49,
              "account_age_days": 3112
            },
            "components": [
              {
                "key": "ownership_backing",
                "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": "338 followers of flyteorg",
                "points": 18.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 338,
                      "login": "flyteorg"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "49 public repos, account ~8 yr old",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 49
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "flytekit"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "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"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "480 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 480
                    }
                  }
                ],
                "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": 91,
        "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": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": null,
                "points": 16,
                "status": "met",
                "details": [],
                "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": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "flyte",
                "flyte-tasks",
                "pypi",
                "spark",
                "workflows",
                "sdk",
                "python",
                "mlops",
                "extensible",
                "automation",
                "data-science",
                "data",
                "hacktoberfest"
              ],
              "has_wiki": false,
              "homepage": "https://docs.flyte.org/en/latest/api/flytekit/docs_index.html",
              "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://docs.flyte.org/en/latest/api/flytekit/docs_index.html",
                "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": "13 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 4,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [
                "uv.lock"
              ],
              "manifests": [
                "plugins/setup.py",
                "pyproject.toml",
                "setup.cfg",
                "setup.py"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "critical",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 669 resolved dependencies against OSV; 71 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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 669
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 71
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 15,
            "inputs": {
              "source": "osv",
              "advisories": 867,
              "affected_packages": 97,
              "assessed_packages": 669,
              "unassessed_packages": 71,
              "affected_by_severity": "critical 6, high 19, moderate 16, low 4, unknown 52",
              "direct_affected_packages": 28
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "28 affected: click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5), +25 more",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 28,
                      "packages": "click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 25
                    }
                  }
                ],
                "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": "23 advisory-carrying package(s) unaddressed past 90 days; oldest published 792 days ago",
                "points": 9.1,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 23,
                      "oldest": 792
                    }
                  }
                ],
                "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": 669,
              "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": 8
            },
            "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": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.934,
              "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": "85 of 91 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 85,
                      "sampled": 91
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile",
                "plugins/Makefile"
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.09
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile, plugins/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/Makefile, plugins/Makefile"
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                  }
                ],
                "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": null,
                "points": 11,
                "status": "met",
                "details": [],
                "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": "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": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "9 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 9,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "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": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 151999,
              "source_files_sampled": 980,
              "oversized_source_files": 9
            },
            "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": "9/980 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 980,
                      "oversized": 9
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [
    "deps.dev does not index pypi:flytekit@1.16.26; advisories assessed against the repository dependency graph instead",
    "Advisory severity resolved for 120 of 365 advisories (lookup cap); the remainder are reported as unknown severity",
    "OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T21:17:43.403990Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/flyteorg/flytekit.svg",
  "full_name": "flyteorg/flytekit",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v0.23.0 — metodología completa · wiki de métricas.

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