Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-25 11:55 UTC

rapidsai / cuxfilter

GPU accelerated cross filtering with cuDF.

Python · Jupyter NotebookApache-2.0★ 313 estrellas⑂ 80 forksdesde dic 2018archivadoVer en GitHub ↗

rapidsai/cuxfilter tiene un índice de salud de 29 sobre 100, lo que lo sitúa en la banda Crítico. Su puntuación más alta es Engineering Quality (92/100) y la más baja, AI Readiness (47/100). El repositorio está archivado, por lo que no cabe esperar más mantenimiento.

29
global / 100
Crítico

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.

29
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.

Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.

Titularidad

RAPIDSOrganización
2452 seguidores135 repositorios públicosdesde oct 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
PyPIcuxfilterapunta a otro repositorio; no se puntúa0.0.1231hace 2244 días

Métricas por categoría

Vitalidad

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

78Bueno · 22% del índice global
Cómo se puntúa
28.8/36Recencia de push — último push hace 17 días
22.8/36Cadencia de commits — 33/52 semanas con commits
17.2/18Volumen de commits — 81 commits en el último año
0/10OpenSSF Scorecard: Maintained — project is archived
Datos de entrada utilizados
commits_last_year81
human_commit_share1
days_since_last_push17
active_weeks_last_year33
Cómo se puntúa
27/27Publica versiones — 44 versiones publicadas
36/36Recencia de las versiones — última versión hace 49 días
19.8/27Cadencia de publicación — una versión cada ~48,7 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count44
latest_release_tagv26.06.00
releases_from_tagsno
days_since_latest_release49
mean_days_between_releases48,7
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

76Bueno · 18% del índice global
Cómo se puntúa
40.5/60Estrellas — 313 estrellas
15.8/25Forks — 80 forks
6/15Observadores — 13 observadores
Datos de entrada utilizados
forks80
stars313
watchers13
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
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

Sostenibilidad y Gobernanza

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

67Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
8.8/22.5Distribución de commits — el principal contribuyente firma el 61% de los commits
13.5/13.5Amplitud de contribuyentes — 34 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 38 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled34
top_contributor_share0,609
Cómo se puntúa
41.3/46.8Resolución de issues — 88% de issues cerradas
35.4/38.3Aceptación de PR — 607/655 PR decididos fusionados
10.5/15OpenSSF Scorecard: Code-Review — Found 16/22 approved changesets -- score normalized to 7
Datos de entrada utilizados
merged_prs607
open_issues16
closed_issues122
issue_closed_ratio0,884
closed_unmerged_prs48
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
24.4/25Alcance del propietario — 2452 seguidores de rapidsai
25/25Trayectoria — 135 repos públicos, cuenta de ~7 años
Datos de entrada utilizados
followers2452
owner_typeOrganization
is_verified
owner_loginrapidsai
public_repos135
account_age_days2849

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

92Excelente · 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
20/20OpenSSF Scorecard: CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
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.rapids.ai/api/cuxfilter/stable/
10/10Descripción del repositorio
10/10Topics — 5 topics
0/10Wiki
Datos de entrada utilizados
topicsgpu, crossfilter, rapids, visualization, cudf
has_wikino
homepagehttps://docs.rapids.ai/api/cuxfilter/stable/
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?

66Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 16/22 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 38 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
0/7.5Maintained — project is archived
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — sin datos
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6,6
Excluidos de la puntuación (sin datos o no aplicable): packaging, signed_releases. 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.

47En riesgo · 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 — 82 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,82
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — docs/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato
0/11Verificación estática de tipos
0/10Entorno reproducible
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfiles
has_dockerfileno
typed_languageno
bootstrap_filesdocs/Makefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
55/55Tamaños de archivo manejables — 0/95 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes21.224
source_files_sampled95
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks, recipes
Datos de entrada utilizados
example_dirsexamples, notebooks, recipes
has_mcp_signalno
api_schema_files

Datos clave

313estrellas de GitHub
34contribuidores
81commits en los últimos 12 meses
17días desde el último push
44versiones publicadas
1factor bus
16issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'cuxfilter' points at a different repository (https://github.com/rapidsai/dask-cuda); excluded from ecosystem scoring
  • No resolved dependencies carried a version and a supported ecosystem

Más detalle

Historial de estrellas y forks 0 ★ / 80 ⇿
0Estrellas
80Forks
44Versiones

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.

0204060807932018-122022-102026-07
Mayor 0Menor 36Parche 6

Cada punto abarca 7 días.

OpenSSF Scorecard 6.6 / 10
6.6agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-25 11:55 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 16/22 approved changesets -- score normalized to 7
10Contributorsproject has 38 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject is archived
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/dSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Dependencias directas 16
RegistroPaqueteRestricción de versiónManifiesto
PyPIbokeh>=3.1,<=3.6.3python/pyproject.toml
PyPIcertifi>=2026.1.4python/pyproject.toml
PyPIcudf==26.6.*,>=0.0.0a0python/pyproject.toml
PyPIcupy-cuda13x>=13.6.0,!=14.0.0,!=14.1.0python/pyproject.toml
PyPIdask-cudf==26.6.*,>=0.0.0a0python/pyproject.toml
PyPIdatashader>=0.15python/pyproject.toml
PyPIgeopandas>=0.11.0python/pyproject.toml
PyPIholoviews>=1.16.0,<1.21.0python/pyproject.toml
PyPIjupyter-server-proxypython/pyproject.toml
PyPInumba-cuda>=0.22.2,<0.29.0python/pyproject.toml
PyPInumba>=0.60.0,<0.65.0python/pyproject.toml
PyPInumpy>=1.23,<3.0python/pyproject.toml
PyPIpackagingpython/pyproject.toml
PyPIpanel>=1.0python/pyproject.toml
PyPIrequestspython/pyproject.toml
PyPIshapelypython/pyproject.toml
Todas las dependencias 14

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 12 paquetes directos y 2 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIbokehdirecta
PyPIcertifidirecta
PyPIcudfdirecta
PyPIcupy-cuda13xdirecta
PyPIdask-cudfdirecta
PyPIdatashaderdirecta
PyPIgeopandasdirecta
PyPIholoviewsdirecta
PyPInumbadirecta
PyPInumba-cudadirecta
PyPInumpydirecta
PyPIpaneldirecta
PyPIrapids-build-backendindirecta
PyPIsetuptoolsindirecta
Avisos de dependencias sin evaluar

El cotejo de avisos no pudo ejecutarse para este informe: No resolved dependencies carried a version and a supported ecosystem

Informe JSON sin procesar legible por máquina
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          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/291\r\n\r\nRSN 60 announces that there won't be any more `cuxfilter` packages published after 26.06 (https://docs.rapids.ai/notices/rsn0060/).\r\n\r\nFrom my offline conversation with @exactlyallan , it sounds like the repo may be repurposed (\n[…]\n `rapidsai/base` container images\n\nAuthors:\n  - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n  - Gil Forsyth (https://github.com/gforsyth)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/793",
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          "headline": "Merge pull request #791 from rapidsai/release/26.06",
          "author_name": "gpuCI",
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          "is_bot": false,
          "headline": "fix(ci): fix configuration for breaking change notification workflow …",
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          "headline": "merge release/26.06 into main",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
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          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/281\r\n\r\n* adds a `SECURITY.md` describing how to report security vulnerabilities\r\n\r\n## Notes for Reviewers\r\n\r\n### Why not just set this org-wide?\r\n\r\nAn org-wide default is set at https://github.com/rapidsai/.github/blob/main/SECURITY.md\n[…]\n(via PR review, CODEOWNERS, etc.)\n\nAuthors:\n  - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n  - Gil Forsyth (https://github.com/gforsyth)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/785",
          "is_bot": false,
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          "committed_at": "2026-05-29T17:36:52Z",
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          "body": "## Summary\n\nThis tightens `NumberChart` expression handling so supported expressions are evaluated through a small, explicit dataframe-column arithmetic path.\n\n## Changes\n\n- Add a constrained expression evaluator for `NumberChart`.\n- Use it in both chart generation and reload paths.\n- Add focused co\n[…]\n/github.com/exactlyallan)\n  - https://github.com/jakirkham\n\nApprovers:\n  - Bradley Dice (https://github.com/bdice)\n  - https://github.com/jakirkham\n\nURL: https://github.com/rapidsai/cuxfilter/pull/781",
          "is_bot": false,
          "headline": "Constrain NumberChart expressions (#781)",
          "author_name": "Allan",
          "author_login": "exactlyallan",
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          "body": "Update to 26.08",
          "is_bot": false,
          "headline": "Merge pull request #784 from rapidsai/version-update-26.08",
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          "author_name": "jolorunyomi",
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          "body": "…arize` (#783)",
          "is_bot": false,
          "headline": "fix(ci): add explicit `actions: write` permission for `telemetry-summ…",
          "author_name": "Gil Forsyth",
          "author_login": "gforsyth",
          "committed_at": "2026-05-12T19:47:37Z",
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          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/265\n\n* uses CUDA 13.2.0 to build and test\n* updates to CUDA 13.2.0 devcontainers\n\n## Notes for Reviewers\n\nThis switches GitHub Actions workflows to the `cuda-13.2.0` branch from here: https://github.com/rapidsai/shared-workflows/pull/5\n[…]\nn`, once all of RAPIDS is migrated.\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - James Lamb (https://github.com/jameslamb)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/782",
          "is_bot": false,
          "headline": "Build and test with CUDA 13.2.0 (#782)",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
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          "body": "… (#780)\n\nSimilar to upstream changes in `shared-workflows`, this PR cleans up and annotates all of the workflows and adds the `zizmor` linter to make sure changes are checked.\n\nPart of https://github.com/rapidsai/build-planning/issues/275\n\nAuthors:\n  - Gil Forsyth (https://github.com/gforsyth)\n\nApprovers:\n  - https://github.com/jakirkham\n\nURL: https://github.com/rapidsai/cuxfilter/pull/780",
          "is_bot": false,
          "headline": "fix(ci): resolve all zizmor findings and add zizmor pre-commit checks…",
          "author_name": "Gil Forsyth",
          "author_login": "gforsyth",
          "committed_at": "2026-05-07T22:28:39Z",
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          "body": "Forward-merge release/26.04 into main",
          "is_bot": false,
          "headline": "Merge pull request #779 from rapidsai/release/26.04",
          "author_name": "gpuCI",
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          "headline": "Update Changelog [skip ci]",
          "author_name": "Jake Awe",
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          "body": "Forward-merge release/26.04 into main",
          "is_bot": false,
          "headline": "Merge pull request #778 from rapidsai/release/26.04",
          "author_name": "gpuCI",
          "author_login": "GPUtester",
          "committed_at": "2026-03-19T01:54:59Z",
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          "body": "…s (#777)\n\nContributes to https://github.com/rapidsai/build-planning/issues/257\r\n\r\n* builds CUDA 13 wheels with the 13.0 CTK\r\n\r\nContributes to https://github.com/rapidsai/build-planning/issues/256\r\n\r\n* updates wheel tests to cover a range of CTK versions (we previously, accidentally, were only testing the latest 12.x and 13.x)\n\nAuthors:\n  - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n  - Mike Sarahan (https://github.com/msarahan)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/777",
          "is_bot": false,
          "headline": "build wheels with CUDA 13.0.x, test wheels against mix of CTK version…",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
          "committed_at": "2026-03-19T01:54:54Z",
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          "body": "Forward-merge release/26.04 into main",
          "is_bot": false,
          "headline": "Merge pull request #776 from rapidsai/release/26.04",
          "author_name": "gpuCI",
          "author_login": "GPUtester",
          "committed_at": "2026-03-16T22:24:20Z",
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          "body": "This PR sets an upper bound on the `numba-cuda` dependency to `<0.29.0`\n\nAuthors:\n  - https://github.com/brandon-b-miller\n\nApprovers:\n  - Vyas Ramasubramani (https://github.com/vyasr)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/775",
          "is_bot": false,
          "headline": "Cap numba-cuda upper bound at <0.29.0 (#775)",
          "author_name": "brandon-b-miller",
          "author_login": "brandon-b-miller",
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          "headline": "Update to 26.06.00 (#773)",
          "author_name": "Jake Awe",
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          "headline": "Prepare release/26.04",
          "author_name": "Jake Awe",
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          "is_bot": false,
          "headline": "Revert \"Prepare release/26.04\"",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2026-03-12T17:49:34Z",
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          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/205\n\nThis PR adds support for Python 3.14.\n\n## Notes for Reviewers\n\nThis is part of ongoing work to add Python 3.14 support across RAPIDS.\nIt temporarily introduces a build/test matrix including Python 3.14, from https://github.com/rap\n[…]\nwhenever all CI jobs are passing.\n\nAuthors:\n  - Gil Forsyth (https://github.com/gforsyth)\n\nApprovers:\n  - James Lamb (https://github.com/jameslamb)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/772",
          "is_bot": false,
          "headline": "Add support for Python 3.14 (#772)",
          "author_name": "Gil Forsyth",
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          "is_bot": false,
          "headline": "update 'RAPIDS Viz Guide Notebook' package versions (#771)",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
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          "is_bot": false,
          "headline": "add PR CI job checking that nightly tests are passing (#770)",
          "author_name": "James Lamb",
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          "body": "Adapts deprecated API calls to unblock CI.\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/769",
          "is_bot": false,
          "headline": "Replace deprecated Series.values_host with Series.to_numpy(). (#769)",
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          "is_bot": false,
          "headline": "Use verify-hardcoded-version pre-commit hook (#765)",
          "author_name": "Kyle Edwards",
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          "is_bot": false,
          "headline": "remove pip.conf migration code in CI scripts (#764)",
          "author_name": "James Lamb",
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          "body": "A few PRs here were blocked today with errors like this in wheel tests:\r\n\r\n```text\r\nFile \"/pyenv/versions/3.13.11/lib/python3.13/urllib/request.py\", line 1322, in do_open\r\nraise URLError(err)\r\nurllib.error.URLError: <urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to\n[…]\ntest/user/advanced/#ca-certificates\n\nAuthors:\n  - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n  - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/766",
          "is_bot": false,
          "headline": "use certifi certs with urllib.request.urlopen() calls (#766)",
          "author_name": "James Lamb",
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          "body": "Forward-merge release/26.02 into main",
          "is_bot": false,
          "headline": "Merge pull request #767 from rapidsai/release/26.02",
          "author_name": "gpuCI",
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          "headline": "Update Changelog [skip ci]",
          "author_name": "Jake Awe",
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          "body": "…d changes (#763)\n\nProposes a batch of miscellaneous build / packaging / CI changes.\r\n\r\n## Changes\r\n\r\n### Tightens wheel size limits\r\n\r\nContributes to https://github.com/rapidsai/build-planning/issues/219\r\n\r\nTo ensure surprising package-size growth is caught in CI, this PR tightens the limits in the\n[…]\nrapidsai/pre-commit-hooks/issues/95\n\nAuthors:\n  - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n  - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/763",
          "is_bot": false,
          "headline": "tighten wheel size limits, expand CI-skipping logic, other small buil…",
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          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/246\n\nFinishes the work of dropping Python 3.10 support.\n\nThis project stopped building / testing against Python 3.10 as of https://github.com/rapidsai/shared-workflows/pull/494\nThis PR updates configuration and docs to reflect that.\n\n#\n[…]\nt grep '310'\ngit grep 'py310'\n```\n\nAuthors:\n  - Gil Forsyth (https://github.com/gforsyth)\n\nApprovers:\n  - James Lamb (https://github.com/jameslamb)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/762",
          "is_bot": false,
          "headline": "Drop Python 3.10 support (#762)",
          "author_name": "Gil Forsyth",
          "author_login": "gforsyth",
          "committed_at": "2026-01-29T18:16:10Z",
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          "body": "This PR removes the upper bound from the numba-cuda dependency.\n\nRef: https://github.com/rapidsai/build-planning/issues/245\n\nAuthors:\n  - https://github.com/brandon-b-miller\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/759",
          "is_bot": false,
          "headline": "Remove numba-cuda upper bound (#759)",
          "author_name": "brandon-b-miller",
          "author_login": "brandon-b-miller",
          "committed_at": "2026-01-29T02:03:30Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "body": "Forward-merge release/26.02 into main",
          "is_bot": false,
          "headline": "Merge pull request #761 from rapidsai/release/26.02",
          "author_name": "gpuCI",
          "author_login": "GPUtester",
          "committed_at": "2026-01-26T19:03:56Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "fix(build): build package on merge to `release/*` branch (#760)",
          "author_name": "Gil Forsyth",
          "author_login": "gforsyth",
          "committed_at": "2026-01-26T19:03:51Z",
          "body_truncated": false,
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          "body": "Forward-merge release/26.02 into main",
          "is_bot": false,
          "headline": "Merge pull request #758 from rapidsai/release/26.02",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
          "committed_at": "2026-01-20T16:26:49Z",
          "body_truncated": false,
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          "body": "… (#757)\n\nContributes to https://github.com/rapidsai/build-planning/issues/242\r\n\r\nModifying `ci/build_wheel.sh` to\r\n\r\n- pass`--build-constraint=\"${PIP_CONSTRAINT}\"` unless build isolation is enabled.\r\n- unset `PIP_CONSTRAINT` (set by rapids-init-pip)... it doesn't affect builds as of pip 25.3, and r\n[…]\n Mike McCarty (https://github.com/mmccarty)\n  - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n  - James Lamb (https://github.com/jameslamb)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/757",
          "is_bot": false,
          "headline": "wheel builds: react to changes in pip's handling of build constraints…",
          "author_name": "Mike McCarty",
          "author_login": "mmccarty",
          "committed_at": "2026-01-20T13:37:05Z",
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          "body": null,
          "is_bot": false,
          "headline": "Update to 26.04.00 (#756)",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2026-01-16T16:07:06Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "Prepare release/26.02",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2026-01-16T15:50:47Z",
          "body_truncated": false,
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          "body": "This reverts commit 940d9228b54a9b70f232f1622ccca87950338c4f.",
          "is_bot": false,
          "headline": "Revert \"Prepare release/26.02\"",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2026-01-16T15:50:47Z",
          "body_truncated": false,
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Use main shared-workflows branch (#755)",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
          "committed_at": "2026-01-14T16:18:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89698ecf60e29eb08a37af510311a150dc889a4d",
          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/236\n\nTests that CI here will work with the changes from https://github.com/rapidsai/shared-workflows/pull/483,\nswitches CUDA 13 builds to CUDA 13.1.0 and adds some CUDA 13.1.0 test jobs.\n\nAuthors:\n  - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n  - Gil Forsyth (https://github.com/gforsyth)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/753",
          "is_bot": false,
          "headline": "build and test against CUDA 13.1.0 (#753)",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
          "committed_at": "2026-01-05T21:32:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/236\n\n- Adds CUDA 13.1 to dependencies.yaml\n- Adds CUDA 13.1 devcontainers\n- Updates install documentation if needed\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n  - Gil Forsyth (https://github.com/gforsyth)\n\nApprovers:\n  - Gil Forsyth (https://github.com/gforsyth)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/749",
          "is_bot": false,
          "headline": "Add CUDA 13.1 support (#749)",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2026-01-05T17:14:30Z",
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          "body": "…mp build dependency floors (#752)\n\nContributes to https://github.com/rapidsai/build-planning/issues/152\r\n\r\nProposes the following changes, to prevent builds breaking when Python build backends\r\nstart to require configuration consistent with PEP 639 ([link](https://peps.python.org/pep-0639/)):\r\n\r\n* \n[…]\n- James Lamb (https://github.com/jameslamb)\n\nApprovers:\n  - Bradley Dice (https://github.com/bdice)\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/752",
          "is_bot": false,
          "headline": "Use SPDX license identifiers in pyproject.toml, remove `setup.py`, bu…",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
          "committed_at": "2026-01-02T18:40:45Z",
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          "body": "Nightly builds here are breaking like this:\r\n\r\n```text\r\nFile /opt/conda/envs/docs/lib/python3.13/site-packages/cuxfilter/sampledata/random_signals.py:47\r\n     44 data[\"Time\"] = [start + datetime.timedelta(minutes=1) * i for i in range(n)]\r\n     46 # Create a dataframe\r\n---> 47 df = cudf.DataFrame.fr\n[…]\nFrame` constructor to fix that.\n\nAuthors:\n  - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/751",
          "is_bot": false,
          "headline": "use cudf DataFrame constructor instead of from_pandas() (#751)",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
          "committed_at": "2026-01-02T16:00:51Z",
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          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/233\r\n\r\nUpdates to `numba-cuda` 0.22.1 to align with the rest of RAPIDS.\n\nAuthors:\n  - James Lamb (https://github.com/jameslamb)\n  - Tom Augspurger (https://github.com/TomAugspurger)\n\nApprovers:\n  - Bradley Dice (https://github.com/bdice)\n  - Tom Augspurger (https://github.com/TomAugspurger)\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/750",
          "is_bot": false,
          "headline": "Update to numba-cuda >=0.22.1,<0.23.0 (#750)",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
          "committed_at": "2025-12-22T22:15:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8581434930619c2abff3ba72b816bc31233f8175",
          "body": "Forward-merge release/25.12 into main",
          "is_bot": false,
          "headline": "Merge pull request #748 from rapidsai/release/25.12",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2025-12-10T22:05:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "e082b950131824710bb5d6f531305317ec75a828",
          "body": null,
          "is_bot": false,
          "headline": "Update Changelog [skip ci]",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2025-12-10T20:15:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dddd1932e092bd86e074136e890524fc486dccde",
          "body": "Enable the `merge_barriers` setting in `.github/ops-bot.yaml` to enable the new merge barriers plugin.\n\nAuthors:\n  - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nApprovers:\n  - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/747",
          "is_bot": false,
          "headline": "Enable merge barriers (#747)",
          "author_name": "Kyle Edwards",
          "author_login": "KyleFromNVIDIA",
          "committed_at": "2025-12-09T16:02:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2e1e38ee21fbdb53f1ef8a98157815462d6647a",
          "body": "This PR removes pre-release upper bound pinnings from non-RAPIDS dependencies.\n\nThe presence of pre-release indicators like `<...a0` tells pip \"pre-releases are OK, even if `--pre` was not passed to pip install.\" RAPIDS projects currently use such constraints in situations where it's not actually de\n[…]\nidsai/build-planning/issues/144\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Vyas Ramasubramani (https://github.com/vyasr)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/746",
          "is_bot": false,
          "headline": "Remove alpha specs from non-RAPIDS dependencies (#746)",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2025-12-05T20:41:38Z",
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          "body": "…#738)\n\nxref rapidsai/build-planning#43\r\n\r\nwaiting on rapidsai/shared-workflows#441\n\nAuthors:\n  - Gil Forsyth (https://github.com/gforsyth)\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Bradley Dice (https://github.com/bdice)\n  - James Lamb (https://github.com/jameslamb)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/738",
          "is_bot": false,
          "headline": "refactor(build): build pure Python wheel and `noarch: python` conda (…",
          "author_name": "Gil Forsyth",
          "author_login": "gforsyth",
          "committed_at": "2025-12-04T18:56:53Z",
          "body_truncated": false,
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          "oid": "661d58fe30d621e1158f3fd0197c3f74f9319956",
          "body": "This PR sets conda to use `strict` priority in CI tests.\n\nMixing channel priority is frequently a cause of unexpected errors. Our CI jobs should always use strict priority in order to enforce that conda packages come from local channels with the artifacts built in CI, not mixing with older nightly a\n[…]\nsai/build-planning/issues/14\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/745",
          "is_bot": false,
          "headline": "Use strict priority in CI conda tests (#745)",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2025-12-02T21:55:28Z",
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          "oid": "8a0280d5d3e3344a3238c116ba3b9c76a5f7fc39",
          "body": "This PR sets conda to use `strict` priority in CI tests.\n\nMixing channel priority is frequently a cause of unexpected errors. Our CI jobs should always use strict priority in order to enforce that conda packages come from local channels with the artifacts built in CI, not mixing with older nightly a\n[…]\nm/rapidsai/build-planning/issues/14\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Gil Forsyth (https://github.com/gforsyth)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/744",
          "is_bot": false,
          "headline": "Use strict priority in CI conda tests (#744)",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2025-11-21T16:49:33Z",
          "body_truncated": true,
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        {
          "oid": "89a49ae8a14bb79faa5977e9c02986907feba67b",
          "body": null,
          "is_bot": false,
          "headline": "Revert \"Forward-merge release/25.12 into main\" (#742)",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2025-11-17T14:52:51Z",
          "body_truncated": false,
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        },
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          "oid": "5edbb24da7567f0fa985ce25b88bd1177bff6efc",
          "body": "Forward-merge release/25.12 into main",
          "is_bot": false,
          "headline": "Merge pull request #741 from rapidsai/release/25.12",
          "author_name": "gpuCI",
          "author_login": "GPUtester",
          "committed_at": "2025-11-17T14:52:21Z",
          "body_truncated": false,
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        },
        {
          "oid": "a8fd2718e69f2b3c742f533b8135328a9d41bdf1",
          "body": null,
          "is_bot": false,
          "headline": "Update for release branch release/25.12",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2025-11-17T14:52:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d42053995e73b2f01bb9fd35614dafb877273b1c",
          "body": null,
          "is_bot": false,
          "headline": "Update to 26.02.00 (#740)",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2025-11-17T14:50:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58640ac737d0dec186b1012bdde3e7b9827d4b73",
          "body": "This PR supports handling the new main branch strategy outlined below:\r\n\r\n* [RSN 47 - Changes to RAPIDS branching strategy in 25.12](https://docs.rapids.ai/notices/rsn0047/)\r\n\r\nThe `update-version.sh` script should now supports two modes controlled via  `CLI` params or `ENV` vars:\r\n\r\nCLI arguments: \n[…]\n\n\nApprovers:\n  - Jake Awe (https://github.com/AyodeAwe)\n  - Bradley Dice (https://github.com/bdice)\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/739",
          "is_bot": false,
          "headline": "refactored update-version.sh to handle new branching strategy (#739)",
          "author_name": "Nate Rock",
          "author_login": "rockhowse",
          "committed_at": "2025-11-13T18:38:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c010315a3875b0571267bbcbed7642286f26c814",
          "body": "… (#737)\n\nThis fixes a conda environment creation command to support both `x86_64` and `aarch64` systems.\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Matthew Murray (https://github.com/Matt711)\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/737",
          "is_bot": false,
          "headline": "Use current system architecture in conda environment creation command…",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2025-11-12T18:27:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "0d5f22b142f9a34fc19d629a0200d2729217c795",
          "body": "Bump minimum CUDA version from 12.0 to 12.2.\r\n\r\n<hr>\r\n\r\nPart of issue:\r\n* https://github.com/rapidsai/build-planning/issues/223\n\nAuthors:\n  - https://github.com/jakirkham\n\nApprovers:\n  - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/735",
          "is_bot": false,
          "headline": "Require CUDA 12.2+ (#735)",
          "author_name": "jakirkham",
          "author_login": "jakirkham",
          "committed_at": "2025-10-31T17:49:39Z",
          "body_truncated": false,
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        },
        {
          "oid": "8f50292a392c4320b6fdc1112701a5fcc4c5dea8",
          "body": "Issue: https://github.com/rapidsai/build-infra/issues/297\n\nAuthors:\n  - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nApprovers:\n  - Robert Maynard (https://github.com/robertmaynard)\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/736",
          "is_bot": false,
          "headline": "Use SPDX for all copyright headers (#736)",
          "author_name": "Kyle Edwards",
          "author_login": "KyleFromNVIDIA",
          "committed_at": "2025-10-30T20:36:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65ce559a3f376248b030b464091611a47b1c94c2",
          "body": "Issue: https://github.com/rapidsai/build-planning/issues/130\n\nAuthors:\n  - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nApprovers:\n  - Bradley Dice (https://github.com/bdice)\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/734",
          "is_bot": false,
          "headline": "Use ruff-check and ruff-format instead of flake8, black (#734)",
          "author_name": "Kyle Edwards",
          "author_login": "KyleFromNVIDIA",
          "committed_at": "2025-10-27T16:04:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8fff2b05e9024c3a5fe3adbe5a9e62d8dac524f8",
          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/224\n\n## Notes for Reviewers\n\nThis is safe to admin-merge because the change is a no-op... configs on those 2 branches are identical.\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Nate Rock (https://github.com/rockhowse)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/732",
          "is_bot": false,
          "headline": "Use main shared-workflows branch (#732)",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2025-10-21T18:29:16Z",
          "body_truncated": false,
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        },
        {
          "oid": "c179441ee1377d5b095c620db955a3ed97117d53",
          "body": null,
          "is_bot": false,
          "headline": "Use main branch (#730)",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2025-10-20T19:53:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b90e65827d282d4f292d6b23c18fd69d3be61ed",
          "body": "Forward-merge branch-25.10 into branch-25.12",
          "is_bot": false,
          "headline": "Merge pull request #729 from rapidsai/branch-25.10",
          "author_name": "gpuCI",
          "author_login": "GPUtester",
          "committed_at": "2025-10-08T15:24:13Z",
          "body_truncated": false,
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        },
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                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project is archived",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 12
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 47,
        "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": 0.82,
              "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": "82 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 82,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 21224,
              "source_files_sampled": 95,
              "oversized_source_files": 0
            },
            "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": "0/95 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 95,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks",
                "recipes"
              ],
              "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, recipes",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks, recipes"
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "pypi package 'cuxfilter' points at a different repository (https://github.com/rapidsai/dask-cuda); excluded from ecosystem scoring",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T11:55:49.768756Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/rapidsai/cuxfilter.svg",
  "full_name": "rapidsai/cuxfilter",
  "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 v0.27.0 — metodología completa · wiki de métricas.

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