Registro público
Informe de salud del softwareesquema 0.11.0 · métricas 1.13.0 · 2026-07-15 21:03 UTC

pola-rs / polars

Extremely fast Query Engine for DataFrames, written in Rust

Rust · PythonMIT★ 39.022 estrellas⑂ 2945 forksdesde may 2020Ver en GitHub ↗

pola-rs/polars tiene un índice de salud de 84 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (100/100) y la más baja, AI Readiness (54/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

84
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.

84
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

PolarsOrganización
1217 seguidores26 repositorios públicosdesde may 2021

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIpolars1.42.159.450.295425hace 15 díasdataframearrowout-of-core

Métricas por categoría

Vitalidad

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

100Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
36/36Cadencia de commits — 52/52 semanas con commits
18/18Volumen de commits — 2181 commits en el último año
0/10OpenSSF Scorecard: Maintained — sin datos
Datos de entrada utilizados
commits_last_year2181
human_commit_share
days_since_last_push0
active_weeks_last_year52
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 15 días
27/27Cadencia de publicación — una versión cada ~11,6 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count100
latest_release_tagpy-1.42.1
releases_from_tagsno
days_since_latest_release15
mean_days_between_releases11,6

Comunidad y Adopción

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

96Excelente · 18% del índice global
Cómo se puntúa
60/60Estrellas — 39.022 estrellas
25/25Forks — 2945 forks
12.9/15Observadores — 213 observadores
Datos de entrada utilizados
forks2945
stars39.022
watchers213
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
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_contributing
has_issue_templateno
has_code_of_conduct
has_pull_request_template
Cómo se puntúa
80/80Descargas mensuales — 59.450.295 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagespolars
dependents
ecosystemspypi
total_downloads
monthly_downloads59.450.295
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?

77Bueno · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
12.4/22.5Distribución de commits — el principal contribuyente firma el 45% de los commits
13.5/13.5Amplitud de contribuyentes — 100 contribuyentes
0/10OpenSSF Scorecard: Contributors — sin datos
Datos de entrada utilizados
bus_factor2
contributors_sampled100
top_contributor_share0,451
Cómo se puntúa
37.8/46.8Resolución de issues — 81% de issues cerradas
34.2/38.3Aceptación de PR — 13.450/15.040 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — sin datos
Datos de entrada utilizados
merged_prs13.450
open_issues2489
closed_issues10.457
issue_closed_ratio0,808
closed_unmerged_prs1590
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
22.2/25Alcance del propietario — 1217 seguidores de pola-rs
20.8/25Trayectoria — 26 repos públicos, cuenta de ~5 años
Datos de entrada utilizados
followers1217
owner_typeOrganization
is_verified
owner_loginpola-rs
public_repos26
account_age_days1896
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 15 días
20/20Historial de versiones — 425 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagespolars
ecosystemspypi
any_deprecatedno
min_days_since_publish15

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

72Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 20 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks 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_configno
has_precommit_configno

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://docs.pola.rs
10/10Descripción del repositorio
10/10Topics — 8 topics
0/10Wiki
Datos de entrada utilizados
topicsdataframe-library, dataframe, dataframes, rust, arrow, python, out-of-core, polars
has_wikino
homepagehttps://docs.pola.rs
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?

73Bueno · 16% del índice global
Cómo se puntúa
30/30Política de seguridad (SECURITY.md)
25/25Configuración 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
lockfilesCargo.lock
manifestsCargo.toml, py-polars/pyproject.toml, py-polars/requirements-ci.txt, py-polars/requirements-dev.txt, py-polars/requirements-lint.txt
has_codeql_workflowno
has_security_policy
has_dependabot_config
Excluidos de la puntuación (sin datos o no aplicable): Lockfiles de dependencias. Los pesos restantes se han renormalizado.

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)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, crates/Makefile, py-polars/Makefile, py-polars/docs/Makefile, pyo3-polars/example/derive_expression/Makefile, pyo3-polars/example/extend_polars_python_dispatch/Makefile, pyo3-polars/example/io_plugin/Makefile
22/22Pruebas automatizadas
0/11Configuración de lint / formato
11/11Verificación estática de tipos — py-polars/src/polars/py.typed
10/10Entorno reproducible — Nix, lockfile
0/10Práctica demostrada con agentes — sin datos
5/8Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
0/10OpenSSF Scorecard: Pinned-Dependencies — sin datos
Datos de entrada utilizados
has_nix
has_tests
lockfilesCargo.lock
has_dockerfileno
typed_language
bootstrap_filesMakefile, crates/Makefile, py-polars/Makefile, py-polars/docs/Makefile, pyo3-polars/example/derive_expression/Makefile, pyo3-polars/example/extend_polars_python_dispatch/Makefile, pyo3-polars/example/io_plugin/Makefile
has_devcontainerno
has_linter_configno
typecheck_configspy-polars/src/polars/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes. Los pesos restantes se han renormalizado.
Cómo se puntúa
45/45Código verificable por tipos — Rust (tipado estático)
54.2/55Tamaños de archivo manejables — 42/2855 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageRust
largest_source_bytes514.355
source_files_sampled2855
oversized_source_files42
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — example, examples
Datos de entrada utilizados
example_dirsexample, examples
has_mcp_signalno
api_schema_files

Datos clave

39.022estrellas de GitHub
100contribuidores
2181commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
2factor bus
2489issues abiertas
crates.io, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

Más detalle

Dependencias directas 1
RegistroPaqueteRestricción de versiónManifiesto
PyPIpolars-runtime-32== 1.42.1py-polars/pyproject.toml
Todas las dependencias 651

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 1 paquetes directos y 650 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIpolars-runtime-321.42.1directa
crates.ioadler22.0.1indirecta
crates.ioadler321.2.0indirecta
crates.ioahash0.8.12indirecta
crates.ioaho-corasick1.1.4indirecta
crates.ioalloc-no-stdlib2.0.4indirecta
crates.ioalloc-stdlib0.2.2indirecta
crates.ioallocator-api20.2.21indirecta
crates.ioandroid_system_properties0.1.5indirecta
crates.ioanyhow1.0.102indirecta
crates.ioapache-avro0.21.0indirecta
crates.ioar_archive_writer0.5.1indirecta
crates.ioarboard3.6.1indirecta
crates.ioarc-swap1.9.1indirecta
crates.ioargminmax0.6.3indirecta
crates.ioarray-init-cursor0.2.1indirecta
crates.ioarrayref0.3.9indirecta
crates.ioarrayvec0.7.6indirecta
crates.ioasync-channel2.5.0indirecta
crates.ioasync-streamindirecta
crates.ioasync-stream0.3.6indirecta
crates.ioasync-stream-impl0.3.6indirecta
crates.ioasync-trait0.1.89indirecta
crates.ioatoi_simd0.18.1indirecta
crates.ioatomic-waker1.1.2indirecta
crates.ioautocfg1.5.1indirecta
crates.ioavro-schema0.3.0indirecta
crates.ioaws-configindirecta
crates.ioaws-config1.8.18indirecta
crates.ioaws-credential-types1.2.14indirecta
crates.ioaws-lc-rs1.17.0indirecta
crates.ioaws-lc-sys0.41.0indirecta
crates.ioaws-runtime1.7.4indirecta
crates.ioaws-sdk-s3indirecta
crates.ioaws-sdk-s31.135.0indirecta
crates.ioaws-sdk-sso1.101.0indirecta
crates.ioaws-sdk-ssooidc1.103.0indirecta
crates.ioaws-sdk-sts1.106.0indirecta
crates.ioaws-sigv41.4.5indirecta
crates.ioaws-smithy-async1.2.14indirecta
crates.ioaws-smithy-checksumsindirecta
crates.ioaws-smithy-checksums0.64.8indirecta
crates.ioaws-smithy-eventstream0.60.20indirecta
crates.ioaws-smithy-http0.63.6indirecta
crates.ioaws-smithy-http-client1.1.13indirecta
crates.ioaws-smithy-json0.62.7indirecta
crates.ioaws-smithy-observability0.2.6indirecta
crates.ioaws-smithy-query0.60.15indirecta
crates.ioaws-smithy-runtime1.11.3indirecta
crates.ioaws-smithy-runtime-api1.12.3indirecta
crates.ioaws-smithy-runtime-api-macros1.0.0indirecta
crates.ioaws-smithy-schema0.1.0indirecta
crates.ioaws-smithy-types1.4.9indirecta
crates.ioaws-smithy-xml0.60.15indirecta
crates.ioaws-types1.3.16indirecta
crates.iobase16ct0.2.0indirecta
crates.iobase640.22.1indirecta
crates.iobase64-simd0.8.0indirecta
crates.iobase64ct1.8.3indirecta
crates.iobigdecimal0.4.10indirecta
crates.iobincode2.0.1indirecta
crates.iobincode_derive2.0.1indirecta
crates.iobitflags2.12.1indirecta
crates.ioblake31.8.5indirecta
crates.ioblock-buffer0.10.4indirecta
crates.ioblock-buffer0.12.0indirecta
crates.iobon3.9.1indirecta
crates.iobon-macros3.9.1indirecta
crates.ioboxcar0.2.14indirecta
crates.iobrotliindirecta
crates.iobrotli8.0.3indirecta
crates.iobrotli-decompressor5.0.1indirecta
crates.iobtparse0.2.0indirecta
crates.iobumpalo3.20.3indirecta
crates.iobytemuck1.25.0indirecta
crates.iobytemuck_derive1.10.2indirecta
crates.iobyteorder1.5.0indirecta
crates.iobytes1.11.1indirecta
crates.iobytes-utils0.1.4indirecta
crates.iocastaway0.2.4indirecta
crates.iocc1.2.63indirecta
crates.iocfg-if1.0.4indirecta
crates.iocfg_aliases0.2.1indirecta
crates.iochacha200.10.0indirecta
crates.iochrono0.4.44indirecta
crates.iochrono-tz0.10.4indirecta
crates.ioclipboard-win5.4.1indirecta
crates.iocmake0.1.58indirecta
crates.iocmov0.5.4indirecta
crates.iocolor-backtrace0.7.2indirecta
crates.iocomfy-tableindirecta
crates.iocomfy-table7.2.2indirecta
crates.iocompact_str0.9.1indirecta
crates.ioconcurrent-queue2.5.0indirecta
crates.ioconst-oid0.10.2indirecta
crates.ioconst-oid0.9.6indirecta
crates.ioconstant_time_eq0.4.2indirecta
crates.iocore-foundation0.10.1indirecta
crates.iocore-foundation-sys0.8.7indirecta
crates.iocpufeatures0.2.17indirecta
crates.iocpufeatures0.3.0indirecta
crates.iocrc2.1.0indirecta
crates.iocrc-catalog1.1.1indirecta
crates.iocrc-fast1.10.0indirecta
crates.iocrc32fast1.5.0indirecta
crates.iocrossbeam-channel0.5.15indirecta
crates.iocrossbeam-deque0.8.6indirecta
crates.iocrossbeam-epoch0.9.20indirecta
crates.iocrossbeam-queue0.3.12indirecta
crates.iocrossbeam-utils0.8.21indirecta
crates.iocrossterm0.29.0indirecta
crates.iocrossterm_winapi0.9.1indirecta
crates.iocrunchy0.2.4indirecta
crates.iocrypto-bigint0.5.5indirecta
crates.iocrypto-common0.1.7indirecta
crates.iocrypto-common0.2.2indirecta
crates.ioctutils0.4.2indirecta
crates.iodarling0.23.0indirecta
crates.iodarling_core0.23.0indirecta
crates.iodarling_macro0.23.0indirecta
crates.iodebug_unsafe0.1.4indirecta
crates.ioder0.7.10indirecta
crates.ioderanged0.5.8indirecta
crates.iodigest0.10.7indirecta
crates.iodigest0.11.3indirecta
crates.iodigest-io0.1.0indirecta
crates.iodispatch20.3.1indirecta
crates.iodisplaydoc0.2.6indirecta
crates.iodissimilar1.0.11indirecta
crates.iodocument-features0.2.12indirecta
crates.iodunce1.0.5indirecta
crates.iodyn-cloneindirecta
crates.iodyn-clone1.0.20indirecta
crates.ioecdsa0.16.9indirecta
crates.ioeither1.16.0indirecta
crates.ioelliptic-curve0.13.8indirecta
crates.ioequivalent1.0.2indirecta
crates.ioerrno0.3.14indirecta
crates.ioerror-code3.3.2indirecta
crates.ioethnum1.5.3indirecta
crates.ioevent-listener5.4.1indirecta
crates.ioevent-listener-strategy0.5.4indirecta
crates.iofallible-streaming-iteratorindirecta
crates.iofallible-streaming-iterator0.1.9indirecta
crates.iofast-float20.2.3indirecta
crates.iofastrand2.4.1indirecta
crates.ioff0.13.1indirecta
crates.iofind-msvc-tools0.1.9indirecta
crates.ioflate21.1.9indirecta
crates.iofloat-cmp0.10.0indirecta
crates.iofnv1.0.7indirecta
crates.iofoldhash0.1.5indirecta
crates.iofoldhash0.2.0indirecta
crates.ioforeign-types0.3.2indirecta
crates.ioforeign-types-shared0.1.1indirecta
crates.ioform_urlencoded1.2.2indirecta
crates.iofs4indirecta
crates.iofs41.1.0indirecta
crates.iofs_extra1.3.0indirecta
crates.iofutures0.3.32indirecta
crates.iofutures-channel0.3.32indirecta
crates.iofutures-core0.3.32indirecta
crates.iofutures-executor0.3.32indirecta
crates.iofutures-io0.3.32indirecta
crates.iofutures-macro0.3.32indirecta
crates.iofutures-sink0.3.32indirecta
crates.iofutures-task0.3.32indirecta
crates.iofutures-util0.3.32indirecta
crates.iogeneric-array0.14.7indirecta
crates.iogethostname1.1.0indirecta
crates.iogetrandomindirecta
crates.iogetrandom0.2.17indirecta
crates.iogetrandom0.3.4indirecta
crates.iogetrandom0.4.2indirecta
crates.ioglobindirecta
crates.ioglob0.3.3indirecta
crates.iogroup0.13.0indirecta
crates.ioh20.4.14indirecta
crates.iohalf2.7.1indirecta
crates.iohalfbrown0.4.0indirecta
crates.iohashbrown0.15.5indirecta
crates.iohashbrown0.16.1indirecta
crates.iohashbrown0.17.1indirecta
crates.ioheck0.5.0indirecta
crates.iohex0.4.3indirecta
crates.iohmac0.12.1indirecta
crates.iohmac0.13.0indirecta
crates.iohomeindirecta
crates.iohome0.5.12indirecta
crates.iohttp0.2.12indirecta
crates.iohttp1.4.1indirecta
crates.iohttp-body0.4.6indirecta
crates.iohttp-body1.0.1indirecta
crates.iohttp-body-util0.1.3indirecta
crates.iohttparse1.10.1indirecta
crates.iohumantime2.3.0indirecta
crates.iohybrid-array0.4.12indirecta
crates.iohyper1.10.1indirecta
crates.iohyper-rustls0.27.9indirecta
crates.iohyper-tls0.6.0indirecta
crates.iohyper-util0.1.20indirecta
crates.ioiana-time-zone0.1.65indirecta
crates.ioiana-time-zone-haiku0.1.2indirecta
crates.ioicu_collections2.2.0indirecta
crates.ioicu_locale_core2.2.0indirecta
crates.ioicu_normalizer2.2.0indirecta
crates.ioicu_normalizer_data2.2.0indirecta
crates.ioicu_properties2.2.0indirecta
crates.ioicu_properties_data2.2.0indirecta
crates.ioicu_provider2.2.0indirecta
crates.ioid-arena2.3.0indirecta
crates.ioident_case1.0.1indirecta
crates.ioidna1.1.0indirecta
crates.ioidna_adapter1.2.2indirecta
crates.ioindexmap2.14.0indirecta
crates.ioinventory0.3.24indirecta
crates.ioipnet2.12.0indirecta
crates.ioiter-read1.1.0indirecta
crates.ioitertools0.10.5indirecta
crates.ioitertools0.14.0indirecta
crates.ioitoa1.0.18indirecta
crates.iojobserver0.1.34indirecta
crates.iojs-sys0.3.99indirecta
crates.iojsonpath_lib_polars_vendorindirecta
crates.iojsonpath_lib_polars_vendor0.0.1indirecta
crates.ioleb128fmt0.1.0indirecta
crates.iolibcindirecta
crates.iolibc0.2.186indirecta
crates.iolibflate1.4.0indirecta
crates.iolibflate_lz771.2.0indirecta
crates.iolibloading0.9.0indirecta
crates.iolibm0.2.16indirecta
crates.iolibmimalloc-sys0.1.49indirecta
crates.iolinux-raw-sys0.12.1indirecta
crates.iolitemap0.8.2indirecta
crates.iolitrs1.0.0indirecta
crates.iolock_api0.4.14indirecta
crates.iolog0.4.32indirecta
crates.iolru0.16.4indirecta
crates.iolru-slab0.1.2indirecta
crates.iolz4indirecta
crates.iolz41.28.1indirecta
crates.iolz4-sys1.11.1+lz4-1.10.0indirecta
crates.iolz4_flexindirecta
crates.iolz4_flex0.13.1indirecta
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                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "13450/15040 decided PRs merged",
                "points": 34.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 13450,
                      "decided": 15040
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                  }
                ],
                "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": 1217,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "pola-rs",
              "public_repos": 26,
              "account_age_days": 1896
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
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                    "code": "owner_organization",
                    "params": {}
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                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,217 followers of pola-rs",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1217,
                      "login": "pola-rs"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "26 public repos, account ~5 yr old",
                "points": 20.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 26
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
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                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "ecosystems": "pypi",
              "any_deprecated": false,
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
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                      "ecosystems": "pypi"
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 15 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "publish_recency",
                    "params": {
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "425 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
                    "params": {
                      "count": 425
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                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
          {
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            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
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              "has_precommit_config": false
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "20 workflow(s)",
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                "status": "met",
                "details": [
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                "max_points": 24
              },
              {
                "key": "tests_present",
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                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 0,
                "status": "missed",
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                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
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                "points": 0,
                "status": "missed",
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                "max_points": 9.6
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              {
                "key": "editorconfig",
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                "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": [
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                    "params": {}
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                "max_points": 20
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          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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                "dataframe",
                "dataframes",
                "rust",
                "arrow",
                "python",
                "out-of-core",
                "polars"
              ],
              "has_wiki": false,
              "homepage": "https://docs.pola.rs",
              "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",
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                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.pola.rs",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
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                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
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                "points": 10,
                "status": "met",
                "details": [
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                "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": "good",
        "name": "Security",
        "value": 73,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "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": 73,
            "inputs": {
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              "lockfiles": [
                "Cargo.lock"
              ],
              "manifests": [
                "Cargo.toml",
                "py-polars/pyproject.toml",
                "py-polars/requirements-ci.txt",
                "py-polars/requirements-dev.txt",
                "py-polars/requirements-lint.txt"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": true,
              "has_dependabot_config": true
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 25,
                "status": "met",
                "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": "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"
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              "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": 54,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 1,
            "inputs": {
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              "legible_history_share": null,
              "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 82,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
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              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
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                "crates/Makefile",
                "py-polars/Makefile",
                "py-polars/docs/Makefile",
                "pyo3-polars/example/derive_expression/Makefile",
                "pyo3-polars/example/extend_polars_python_dispatch/Makefile",
                "pyo3-polars/example/io_plugin/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
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              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, crates/Makefile, py-polars/Makefile, py-polars/docs/Makefile, pyo3-polars/example/derive_expression/Makefile, pyo3-polars/example/extend_polars_python_dispatch/Makefile, pyo3-polars/example/io_plugin/Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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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": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "py-polars/src/polars/py.typed",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Nix, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "Nix, lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
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              "largest_source_bytes": 514355,
              "source_files_sampled": 2855,
              "oversized_source_files": 42
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "42/2855 source files over 60KB",
                "points": 54.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
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                      "sampled": 2855,
                      "oversized": 42
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example",
                "examples"
              ],
              "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": "example, examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, examples"
                    }
                  }
                ],
                "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": [
    "OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-15T21:03:32.120691Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pola-rs/polars.svg",
  "full_name": "pola-rs/polars",
  "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 v0.11.0 — metodología completa · wiki de métricas.

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