Registro público
Informe de salud del softwareesquema 0.23.0 · métricas 1.13.0 · 2026-07-21 20:32 UTC

apache / arrow-julia

Official Julia implementation of Apache Arrow

JuliaApache-2.0★ 310 estrellas⑂ 78 forksdesde ago 2020Ver en GitHub ↗

apache/arrow-julia tiene un índice de salud de 67 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Sustainability & Governance (72/100) y la más baja, AI Readiness (39/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

67
global / 100
Moderado

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.

67
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

23.511 seguidores3146 repositorios públicosdesde ene 2009

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

Métricas por categoría

Vitalidad

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

66Moderado · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
10.4/36Cadencia de commits — 15/52 semanas con commits
12.4/18Volumen de commits — 23 commits en el último año
4/10OpenSSF Scorecard: Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
Datos de entrada utilizados
commits_last_year23
human_commit_share0,82
days_since_last_push0
active_weeks_last_year15
Cómo se puntúa
27/27Publica versiones — 38 versiones publicadas
16.2/36Recencia de las versiones — última versión hace 188 días
19.8/27Cadencia de publicación — una versión cada ~105,9 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count38
latest_release_tagv2.8.1
releases_from_tagsno
days_since_latest_release188
mean_days_between_releases105,9
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?

64Moderado · 18% del índice global
Cómo se puntúa
40.4/60Estrellas — 310 estrellas
15.7/25Forks — 78 forks
7.9/15Observadores — 27 observadores
Datos de entrada utilizados
forks78
stars310
watchers27
growth_stateorganic
growth_factor_pct100
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
0/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conduct
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

72Bueno · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
12.6/22.5Distribución de commits — el principal contribuyente firma el 44% de los commits
13.5/13.5Amplitud de contribuyentes — 46 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 48 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled46
top_contributor_share0,441
Cómo se puntúa
31.8/46.8Resolución de issues — 68% de issues cerradas
33.7/38.3Aceptación de PR — 252/286 PR decididos fusionados
10.5/15OpenSSF Scorecard: Code-Review — Found 14/18 approved changesets -- score normalized to 7
Datos de entrada utilizados
merged_prs252
open_issues96
closed_issues205
issue_closed_ratio0,681
closed_unmerged_prs34
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
25/25Alcance del propietario — 23.511 seguidores de apache
25/25Trayectoria — 3146 repos públicos, cuenta de ~17 años
Datos de entrada utilizados
followers23.511
owner_typeOrganization
is_verified
owner_loginapache
public_repos3146
account_age_days6394

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

68Moderado · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 4 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
6/20OpenSSF Scorecard: CI-Tests — 10 out of 30 merged PRs checked by a CI test -- score normalized to 3
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://arrow.apache.org/julia/
10/10Descripción del repositorio
10/10Topics — 2 topics
0/10Wiki
Datos de entrada utilizados
topicsjulia, apache-arrow
has_wikino
homepagehttps://arrow.apache.org/julia/
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?

61Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
0.8/2.5CI-Tests — 10 out of 30 merged PRs checked by a CI test -- score normalized to 3
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 14/18 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 48 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
3/7.5Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
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
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6,1
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, 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.

39En 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 — 76 de 82 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,927
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
0/11Configuración de lint / formato
0/11Verificación estática de tipos
0/10Entorno reproducible
2/10Práctica demostrada con agentes — 1 de los últimos 100 commits con autoría o crédito de agente
8/8Mantenimiento automatizado — 17 de los últimos 100 commits son 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_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0,01
toolchain_manifests
dependency_bot_commit_share0,17
Cómo se puntúa
0/45Código verificable por tipos — Julia sin configuración de verificación de tipos
55/55Tamaños de archivo manejables — 0/1 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageJulia
largest_source_bytes1831
source_files_sampled1
oversized_source_files0

Datos clave

310estrellas de GitHub
46contribuidores
23commits en los últimos 12 meses
0días desde el último push
38versiones publicadas
2factor bus
96issues abiertas
ecosistemas de paquetes

Más detalle

Historial de estrellas y forks 310 ★ / 78 ⇿
310Estrellas
78Forks
38Versiones

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.

012525037531077162020-082023-082026-07
Mayor 2Menor 14Parche 22

Cada punto abarca 6 días.

OpenSSF Scorecard 6.1 / 10
6.1agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-21 20:32 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
3CI-Tests10 out of 30 merged PRs checked by a CI test -- score normalized to 3
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 14/18 approved changesets -- score normalized to 7
10Contributorsproject has 48 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
4Maintained5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
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
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Todas las dependencias 0

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 0 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Avisos de dependencias sin evaluar

El cotejo de avisos no pudo ejecutarse para este informe: No resolved dependencies to assess

Informe JSON sin procesar legible por máquina
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          "is_bot": true,
          "headline": "Bump codecov/codecov-action from 1 to 5 (#531)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-11-18T23:52:59Z",
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        {
          "oid": "91e271eee38e8b376a069d3b09065cefe32de9a4",
          "body": "@kou can you help us kick off a release-vote on this commit?",
          "is_bot": false,
          "headline": "Bump version to 2.7.4 (#530)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-10-28T16:53:25Z",
          "body_truncated": false,
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        },
        {
          "oid": "aa5ad746f417343da0f17e3cb896226251a5ec7a",
          "body": null,
          "is_bot": false,
          "headline": "Remove usage of LoggingExtras and verbosity logging macros (#529)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-10-28T16:52:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a31fcf92c1dab6d8673dde70be53e2eaaffa365a",
          "body": "- closes #526 \r\n- closes #363",
          "is_bot": false,
          "headline": "fromarrow(::Type{Dates.Time}, x::Arrow.Time) (#527)",
          "author_name": "Phillip Alday",
          "author_login": "palday",
          "committed_at": "2024-10-21T17:37:51Z",
          "body_truncated": false,
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        {
          "oid": "2696105d01cfda7c55d1902951a20908a3c205e5",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 2.7.3 (#524)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-08-28T16:31:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a3c8b91b13cc1ccf7b1c218e85fd73e59050f36",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python)\r\nfrom 2 to 5.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/actions/setup-python/releases\">actions/setup-python's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v5.0.0</h2>\r\n<h2>What's \n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-python from 2 to 5 (#522)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-12T20:28:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2c2d3e93001f30ff7dd1b682f0ebea77107cba90",
          "body": "Bumps\r\n[julia-actions/julia-buildpkg](https://github.com/julia-actions/julia-buildpkg)\r\nfrom 1.2 to 1.6.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/julia-actions/julia-buildpkg/releases\">julia-actions/julia-buildpkg's\r\nreleases</a>.</em></p>\r\n<bloc\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump julia-actions/julia-buildpkg from 1.2 to 1.6 (#521)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-07T00:04:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f359c2377de646f79ff5ab58b441fa50d74adc27",
          "body": "Bumps\r\n[julia-actions/setup-julia](https://github.com/julia-actions/setup-julia)\r\nfrom 1 to 2.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/julia-actions/setup-julia/releases\">julia-actions/setup-julia's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v2.\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump julia-actions/setup-julia from 1 to 2 (#520)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-07T00:03:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "60b34bfd00eb16d3c24afc7cb1ed72d709107689",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 1 to 4.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/actions/cache/releases\">actions/cache's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v4.0.0</h2>\r\n<h2>What's Changed</h2>\r\n<ul>\r\n<li>Updat\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/cache from 1 to 4 (#519)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-07T00:02:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "24981f12b549bbccb8b85edc27efbb42b59d11c1",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 3 to\r\n4.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/actions/checkout/releases\">actions/checkout's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v4.0.0</h2>\r\n<h2>What's Changed</h2>\r\n<u\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 3 to 4 (#518)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-06T23:34:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1c826b14ddcae274598a14883564f87c1ffed0a3",
          "body": "fixes #513\r\n\r\n* Install Subversion explicitly\r\n* Because recent macOS GitHub Actions runner doesn't provide Subversion\r\nby default\r\n* Add support for installing Julia for macOS (Apple Silicon)\r\n  * Because the current `macos-latest` is macOS (Apple Silicon)",
          "is_bot": false,
          "headline": "release: Fix \"Verify release\" job on macOS GitHub Actions runner (#514)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2024-08-06T20:50:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7825543aa2975c9404f02930a8e8a6689befc26b",
          "body": "fixes #515",
          "is_bot": false,
          "headline": "ci: Enable Dependabot for GitHub Actions (#516)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2024-08-06T20:49:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1a91bfcbdca5532002d75c127db858d49133cec",
          "body": null,
          "is_bot": false,
          "headline": "Bump compat for TranscodingStreams",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-07-04T05:23:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64fc730f767de84835a5f1b4fc9b7831a3c2d15b",
          "body": "Hi,\r\n\r\nHere is a minimal example of the issue I've encountered.\r\n\r\n```julia\r\n struct A\r\n    x::Int\r\nend\r\n\r\nstruct B\r\n    a::A\r\nend\r\n\r\nv = [B(A(i)) for i =1:3]\r\n\r\nio = IOBuffer()\r\nArrow.write(io, v; file=false)\r\nseekstart(io)\r\nArrow.append(io, v) # throws\r\n```\r\n\r\nI don't know if this is really necess\n[…]\no `append` can succeed,\r\nI do not think that this creates retro-compatibility issues.\r\n\r\nThanks for the review!\r\n\r\n---------\r\n\r\nCo-authored-by: Ben Baumgold <4933671+baumgold@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Compatibility of schemas with nested types (#504)",
          "author_name": "Romain Poncet",
          "author_login": "poncito",
          "committed_at": "2024-05-05T19:07:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ac199b0e377502ea0f1fa5ced7fda897a01b82a9",
          "body": "Co-authored-by: Ben Baumgold <4933671+baumgold@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bugfix type instability in length(::Arrow.ToList) (#497)",
          "author_name": "Joao Aparicio",
          "author_login": "JoaoAparicio",
          "committed_at": "2024-01-30T17:37:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37122911c24f44318e6d4a0840408adb3364cf2a",
          "body": "… (#493)\n\nMotivated by\r\nhttps://github.com/beacon-biosignals/Legolas.jl/issues/94#issuecomment-1837366852\r\n\r\nStill requires:\r\n\r\n- [x] docs\r\n- [x] a test\r\n- [x] a bit more due diligence benchmarking-wise. `@benchmark`ing the\r\naccess in the test case from\r\nhttps://github.com/beacon-biosignals/Legolas.jl/issues/94 didn't reveal\r\nany perf difference, which seems like a good sign\r\n\r\n---------\r\n\r\nCo-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>",
          "is_bot": false,
          "headline": "enable field-order-agnostic overloads of `fromarrow` for struct types…",
          "author_name": "Jarrett Revels",
          "author_login": "jrevels",
          "committed_at": "2023-12-05T17:33:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "787768fc60ff09ea52be0c5fb7c40e04be47619b",
          "body": "…columns are regular vectors (#487)\n\nCo-authored-by: Bogumił Kamiński <bkamins@sgh.waw.pl>",
          "is_bot": false,
          "headline": "Docs: add a note about using `copy()` to get a `DataFrame` where the …",
          "author_name": "Dilum Aluthge",
          "author_login": "DilumAluthge",
          "committed_at": "2023-10-22T20:54:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "953cbac5f25076b45452213db5cd9f21e74250a8",
          "body": "fix #470",
          "is_bot": false,
          "headline": "Use https://arrow.apache.org/julia/ as the official document URL (#490)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2023-10-16T11:14:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95c053a272ddae7d2037eddad0379681c59e3608",
          "body": "This package didn't specify `compat` for Documenter, so when the\r\nbreaking v1 release was made, it broke the docs build (since warnings\r\nbecame errors). This PR fixes those errors and specifies compatibility\r\nwith Documenter v1.",
          "is_bot": false,
          "headline": "Fix docs errors (#491)",
          "author_name": "Eric Hanson",
          "author_login": "ericphanson",
          "committed_at": "2023-10-16T11:13:26Z",
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        },
        {
          "oid": "42a46f5087ffb6a1f4e03cfe5d2236b646a6656f",
          "body": "Co-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>",
          "is_bot": false,
          "headline": "bump (#488)",
          "author_name": "Joao Aparicio",
          "author_login": "JoaoAparicio",
          "committed_at": "2023-10-15T21:03:22Z",
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        },
        {
          "oid": "95efe954784062a115c2a5af15f5c4dbde3fe6f3",
          "body": "The previous link was broken, giving error 404.",
          "is_bot": false,
          "headline": "Fix documentation link (#478)",
          "author_name": "Guilherme Bodin",
          "author_login": "guilhermebodin",
          "committed_at": "2023-07-29T20:27:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "d6695626fbd1f4db5b5da5b0b137893d16871fc6",
          "body": null,
          "is_bot": false,
          "headline": "Fix example in Arrow.Writer (#480)",
          "author_name": "Guilherme Bodin",
          "author_login": "guilhermebodin",
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        {
          "oid": "7eaf0b234cc5c9816537dd39bcd3fd9351c3e2e9",
          "body": null,
          "is_bot": false,
          "headline": "Fix documentation example for Arrow.Writer (#479)",
          "author_name": "Guilherme Bodin",
          "author_login": "guilhermebodin",
          "committed_at": "2023-07-29T10:32:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8d2203b07380e1423723b5bfe32356aa1239284",
          "body": "Should fix #336.\r\n\r\nFor more context, see the [same\r\nfix](https://github.com/JuliaData/CSV.jl/commit/077e177e359c0b58e2d6db0b660a235a2ee54228)\r\nwe made for this in CSV.jl.\r\n\r\nBasically, objects interpolated into or returned from spawned tasks can\r\nbe unexpectedly kept alive long after the task has f\n[…]\ngarbage-collected due to individual threads\r\nholding the most recent task as a reference. Using `@wkspawn` ensures\r\ntasks themselves don't hold references to any of these once they're done\r\nexecuting.",
          "is_bot": false,
          "headline": "Use wkspawn from ConcurrentUtilities instead of Threads.spawn (#469)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-14T12:16:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fc7cc2d7512c9699cb73109c5b646b6d377fce36",
          "body": "I used the default JuliaFormatter options, but we can customize them if\r\nwe want to with a `.JuliaFormatter.toml` file. Details available here:\r\n\r\nhttps://domluna.github.io/JuliaFormatter.jl\r\n\r\nFixes #398.  CC: @svilupp",
          "is_bot": false,
          "headline": "Formatting (#464)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-14T00:16:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce8b581a7d5b53f88d48ef651a19b02425af6e21",
          "body": "Implements @kou's suggestion in\r\n\r\nhttps://github.com/apache/arrow-julia/issues/463#issuecomment-1588454604.",
          "is_bot": false,
          "headline": "Try to fix docs by publishing to apache infra (#468)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-13T16:23:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c439bac84d1f4f59180837338d3b2eb0ec6de6c",
          "body": "Fixes #461. This is the other proposal from what I originally suggested.\r\nThough `Tuple{Varag}` is never the concrete type of a value in Julia, it\r\ncomes up when dealing with structs with fields that have Vararg types;\r\nnot common at all, but it's allowed and happens.\r\n\r\nThe reflection code here is \n[…]\nto see if a tuple has a vararg element.\r\nI've commented out the Arrow/runtests test for now until we bump another\r\nversion and can then uncomment. Unit tests are added for ArrowTypes in\r\nthe meantime.",
          "is_bot": false,
          "headline": "Ensure that ArrowTypes.default is defined for Vararg tuples (#466)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-13T13:44:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a48407886eae3acf54ee3d43e7e8ed3836d234b7",
          "body": "Fixes #392",
          "is_bot": false,
          "headline": "Fix typo in passing largelists keyword arg (#467)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-13T13:40:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5532270a27ce33ce98e640f28a8f597680786042",
          "body": "1. Re-enable commented-out test from #456\r\n2. Use separate test-specific Project.toml to allow for test-specific\r\ncompat (and remove compat shim)\r\n3. Replace testing println with testsets",
          "is_bot": false,
          "headline": "cleanup testing (#462)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-12T16:24:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f1d51a2c975bd83cbaf70c5f640762c6a0bccaf",
          "body": null,
          "is_bot": false,
          "headline": "Bump Arrow & ArrowTypes versions (#460)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-09T13:27:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5231195705fc8ccb122d04da762e08f454e09cef",
          "body": "`similar(::Type{<:SubArray})` doesn't exist. This change should handle\r\nit gracefully.\r\n\r\n---------\r\n\r\nCo-authored-by: Jacob Quinn <quinn.jacobd@gmail.com>",
          "is_bot": false,
          "headline": "implement default for SubArray (#456)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-09T03:26:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "074c7a77b821b608ab085c498ef328f4f455375e",
          "body": "Fixes issue reported by @Moelf in #458.\r\n\r\nThe issue is we need to get the eltype from the recursively built child\r\narray instead of as a top-level translation of the current field type.",
          "is_bot": false,
          "headline": "Fix case of recursively nested lists (#459)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-08T15:39:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f039a5e929e0a6d253788e4cf78b5e956841772f",
          "body": "Should fix #416.\r\n\r\n---------\r\n\r\nCo-authored-by: Sutou Kouhei <kou@clear-code.com>",
          "is_bot": false,
          "headline": "Fix various links/urls for apache/arrow-julia (#457)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-07T15:15:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d1114e180ef11f9d3bbe310b2eb856550cfbeb3",
          "body": null,
          "is_bot": false,
          "headline": "Update Project.toml",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-06T21:30:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b6d412685bfebb7164694cd55339aa7fe974f74",
          "body": "Includes the bug-fix from #453 / #454",
          "is_bot": false,
          "headline": "bump version for new release (#455)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-06T18:59:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7044e19849382129e0712133ee5ebb13310f53ee",
          "body": "I introduced this bug in #389 - my apologies.  Fixes #453.",
          "is_bot": false,
          "headline": "#453 fix typeo introduced in #389 (#454)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-06T18:17:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8aed96998ace1010580a74d03222770140acd579",
          "body": "… (#451)\n\nfixes #450",
          "is_bot": false,
          "headline": "release: Add how to register ArrowTypes to the Julia General Registry…",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
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          "body": "Fixes #437. Thanks to @DrChainsaw for the investigation, proposed fix,\r\nand test file.",
          "is_bot": false,
          "headline": "Fix case where compressed file reports non-zero buffer length (#448)",
          "author_name": "Jacob Quinn",
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          "body": "I think we've merged enough PRs that we should probably cut a release.",
          "is_bot": false,
          "headline": "bump version of Arrow and ArrowTypes to prepare for new release (#447)",
          "author_name": "Ben Baumgold",
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          "author_name": "Ben Baumgold",
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          "is_bot": false,
          "headline": "Base.isdone for Stream (#428)",
          "author_name": "Ben Baumgold",
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          "body": "Fixes #396.\r\n\r\nAs noted in the originally reported issue, enabling debug logging when\r\nwriting arrow data with compression can result in segfaults because the\r\nunderlying CodecX package have debug logs, causing task\r\nswitches/migration and thus making the pattern of using a single\r\n`X_COMPRESSOR` ar\n[…]\nI've added\r\n@svilupp as a co-author here since they started the original movement\r\nfor the code to go in this direction.\r\n\r\n---------\r\n\r\nCo-authored-by: J S <49557684+svilupp@users.noreply.github.com>",
          "is_bot": false,
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          "body": "This allows users to read Arrow files while they're being written even\r\nwhen not using IPC mode. This is accomplished by removing the\r\nrequirement that the data must end with the magic \"ARROW1\".",
          "is_bot": false,
          "headline": "enable incremental reads of arrow-formatted files (#408)",
          "author_name": "Ben Baumgold",
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          "body": "We had this functionality w/ `Arrow.Stream`, but it's convenient and not\r\nthat expensive to define it for `Arrow.Table` as well.\r\n\r\nFixes #293.",
          "is_bot": false,
          "headline": "Add Tables.partitions definition for Arrow.Table (#443)",
          "author_name": "Jacob Quinn",
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          "oid": "94f7e37f637878c9850ebe345664011a636e3ecb",
          "body": "…382)\n\nCloses #375 \r\n\r\nThis PR fixes a problem in reading an Arrow IPC file generated by C#\r\nApache.Arrow 10.0.1 where the last recursive iteration to get the\r\ndictionaries returns `nothing` instead of an empty iterable.",
          "is_bot": false,
          "headline": "Get dictionaries of children only when field.children not nothing  (#…",
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          "headline": "Remove scopedenum for EnumX (#444)",
          "author_name": "Jacob Quinn",
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          "body": "It's unclear why other language implementations will have a compression\r\nset for arrow data, then indicate that the length is -1, as a sentinel\r\nvalue that the data is actually _not_ compressed. But since they do, we\r\ncan handle that case pretty easily. I'm basically just adding a test\r\nhere from @DrChainsaw's original PR (#436 ).",
          "is_bot": false,
          "headline": "Handle len of -1 in \"compressed\" buffers from other languages (#442)",
          "author_name": "Jacob Quinn",
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          "body": "Fix #435 \r\n\r\nHipshot PR from the github API. Not sure how to add tests for this if\r\nneeded. It reads my files correctly at least :)",
          "is_bot": false,
          "headline": "Add handling of len = -1 in uncompress (#436)",
          "author_name": "DrChainsaw",
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          "body": "Fixes #411. Alternative to #419.\r\n\r\nThis PR should be compatible with or without the ArrowTypes changes. I\r\nthink it's fine to do compat things in Arrow like this as long as they\r\ndon't get out of hand and we can eventually remove them as we bump\r\nrequired ArrowTypes versions and such.\r\n\r\nThe PR con\n[…]\nt for \"binary string\"s. Julia has a pretty good match\r\nfor that in `Base.CodeUnits`, so instead, we use that to write Binary\r\nand `Vector{UInt8}` is treated as a regular List of Primitive UInt8\r\ntype.",
          "is_bot": false,
          "headline": "Don't treat Vector{UInt8} as Arrow Binary type (#439)",
          "author_name": "Jacob Quinn",
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          "body": "Closes #429.  Related to #345.",
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          "headline": "#429 fix alignment for compressed data (#430)",
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          "body": "Co-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>\r\nCo-authored-by: Sutou Kouhei <kou@cozmixng.org>",
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          "headline": "add dev CI for monorepo (#424)",
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          "body": "This is to get #415 released to allow writing wide (more than 65535\r\ncolumns) tables to Arrow.\r\n\r\n@kou, could you take it from here?",
          "is_bot": false,
          "headline": "Bump patch version (#423)",
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          "body": "If we let transcode to its own allocation it will allocate a small\r\nvector, start filling it, resize the vector, fill it some more, resize\r\nthe vector, etc.\r\n\r\nInstead in this commit we pre-allocate a vector of the corect size and\r\npass it to transcode().\r\n\r\nInspired by https://github.com/apache/arrow-julia/pull/399",
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          "headline": "Add @testsets for misc tests (#421)",
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          "body": "Closes #414 \r\n\r\n`Tables.Schema` does not store names in the type parameters if there are\r\nmore than `(2^16) - 1` columns:\r\n\r\n\r\nhttps://github.com/JuliaData/Tables.jl/blob/2cb13998e856692ed273c931b83477caf8b7b020/src/Tables.jl#L477-L483\r\n\r\n---------\r\n\r\nCo-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>",
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            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://arrow.apache.org/julia/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "2 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "10 out of 30 merged PRs checked by a CI test -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 14/18 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 48 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "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": 14
            },
            "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": 39,
        "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": 0.927,
              "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": "76 of 82 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 76,
                      "sampled": 82
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.17
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "17 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 17,
                      "sampled": 100
                    }
                  }
                ],
                "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": "Julia",
              "largest_source_bytes": 1831,
              "source_files_sampled": 1,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Julia without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Julia"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/1 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-21T20:32:38.610954Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/apache/arrow-julia.svg",
  "full_name": "apache/arrow-julia",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.23.0 — metodología completa · wiki de métricas.

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