Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.14.0 · 2026-08-01 10:54 UTC

datalab-to / marker

Convert PDF to markdown + JSON quickly with high accuracy

PythonApache-2.0★ 38.094 estrellas⑂ 2693 forksdesde oct 2023Ver en GitHub ↗

datalab-to/marker tiene un índice de salud de 72 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (87/100) y la más baja, AI Readiness (37/100). Se actualizó por última vez hace 11 días. Una sola persona concentra la mayor parte del trabajo reciente.

72
global / 100
Bueno

Índice de salud del software

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

72
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

DatalabOrganización
828 seguidores12 repositorios públicosdesde jul 2024

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPImarker-pdf2.0.0521.98782hace 11 díasmarkdownnlpocrpdf

Métricas por categoría

Vitalidad

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

87Excelente · 22% del índice global

Actividad de desarrollo

79Bueno
Cómo se puntúa
28.8/36Recencia de push — último push hace 11 días
22.2/36Cadencia de commits — 32/52 semanas con commits
18/18Volumen de commits — 208 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year208
human_commit_share0,74
days_since_last_push11
active_weeks_last_year32

Disciplina de publicación

100Excelente
Cómo se puntúa
27/27Publica versiones — 72 versiones publicadas
36/36Recencia de las versiones — última versión hace 11 días
27/27Cadencia de publicación — una versión cada ~37,1 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count72
latest_release_tagv2.0.0
releases_from_tagsno
days_since_latest_release11
mean_days_between_releases37,1
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?

80Bueno · 18% del índice global

Popularidad y adopción

97Excelente
Cómo se puntúa
60/60Estrellas — 38.094 estrellas
25/25Forks — 2693 forks
11.8/15Observadores — 133 observadores
Datos de entrada utilizados
forks2693
stars38.094
watchers133
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

50Moderado
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Adopción en el ecosistema (descargas)

95Excelente
Cómo se puntúa
76.2/80Descargas mensuales — 521.987 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesmarker-pdf
dependents—
ecosystemspypi
total_downloads—
monthly_downloads521.987
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

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

62Moderado · 24% del índice global

Resiliencia de mantenedores (factor bus)

42En riesgo
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
9/22.5Distribución de commits — el principal contribuyente firma el 60% de los commits
13.5/13.5Amplitud de contribuyentes — 26 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Datos de entrada utilizados
bus_factor1
contributors_sampled26
top_contributor_share0,599

Capacidad de respuesta a issues y PR

53Moderado
Cómo se puntúa
22.1/46.8Resolución de issues — 47% de issues cerradas
30.7/38.3Aceptación de PR — 233/290 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/4 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs233
open_issues361
closed_issues324
issue_closed_ratio0,473
closed_unmerged_prs57

Propiedad y custodia

63Moderado
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
21/25Alcance del propietario — 828 seguidores de datalab-to
12.1/25Trayectoria — 12 repos públicos, cuenta de ~2 años
Datos de entrada utilizados
followers828
owner_typeOrganization
is_verified—
owner_logindatalab-to
public_repos12
account_age_days736

Mantenimiento de paquetes

100Excelente
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 11 días
20/20Historial de versiones — 82 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesmarker-pdf
ecosystemspypi
any_deprecatedno
min_days_since_publish11

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

82Bueno · 20% del índice global

Prácticas de ingeniería

94Excelente
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 — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configsí
has_precommit_configsí

Documentación

65Moderado
Cómo se puntúa
30/30README
0/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://www.datalab.to
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics—
has_wikisí
homepagehttps://www.datalab.to
has_readmesí
has_docs_dirno
has_descriptionsí

Seguridad

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

44En riesgo · 16% del índice global

Postura de seguridad

38En riesgo
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 2 out of 2 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
0/7.5Code-Review — Found 0/4 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
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
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 29 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,8
Excluidos de la puntuación (sin datos o no aplicable): packaging, signed_releases. Los pesos restantes se han renormalizado.

Avisos de dependencias

67Moderado
Cómo se puntúa
9.5/35Dependencias directas libres de avisos conocidos — 1 afectados: pillow 10.4.0 (critical 9.1)
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
32.6/40Sin avisos pendientes — 1 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 170 días
Datos de entrada utilizados
sourceosv
advisories34
affected_packages1
assessed_packages74
unassessed_packages0
affected_by_severitycritical 1
direct_affected_packages1
Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:marker-pdf@2.0.0 —lo que arrastra la instalación del paquete publicado—: 74 paquetes. No se analiza la alcanzabilidad.

Preparación para IA

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

37En riesgo · 0% del índice global

Contexto y guía para agentes

19Crítico
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
18.7/40Historial de commits legible — 26 de 74 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,351
agent_instruction_files—
agent_instruction_max_bytes—

Bucle de verificación (compilación / pruebas / verificación de tipos)

43En riesgo
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
11/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_testssí
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configsí
typecheck_configs—
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Legibilidad del código para modelos

55Moderado
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
55/55Tamaños de archivo manejables — 0/172 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes21.129
source_files_sampled172
oversized_source_files0

Interfaces legibles por máquina

40En riesgo
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_files—

Datos clave

38.094estrellas de GitHub
26contribuidores
208commits en los últimos 12 meses
11días desde el último push
72versiones publicadas
1factor bus
361issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Más detalle

Historial de estrellas y forks 0 ★ / 2693 ⇿
0Estrellas
2693Forks
10Versiones

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.

Solo se muestra el historial más reciente: este repositorio supera la ventana de recopilación, por lo que no se captura el historial más antiguo.

1500175020002250250027502693252025-082026-022026-08
Mayor 1Menor 2Parche 7
OpenSSF Scorecard 3.8 / 10
3.8agregado

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 · 2026-08-01 10:54 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/4 approved changesets -- score normalized to 0
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
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
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities29 existing vulnerabilities detected
Dependencias directas 21
RegistroPaqueteRestricción de versiónManifiesto
PyPIpillow>=10.1.0,<11pyproject.toml
PyPIpydantic>=2.4.2,<3pyproject.toml
PyPIpydantic-settings>=2.0.3,<3pyproject.toml
PyPItransformers>=5.12.1,<6pyproject.toml
PyPIpython-dotenv>=1.0.0,<2pyproject.toml
PyPItorch>=2.7.0,<3pyproject.toml
PyPIpsutil>=7.0.0,<8pyproject.toml
PyPItqdm>=4.66.1,<5pyproject.toml
PyPIftfy>=6.1.1,<7pyproject.toml
PyPIrapidfuzz>=3.8.1,<4pyproject.toml
PyPIsurya-ocr>=0.22.1,<0.23.0pyproject.toml
PyPIregex>=2024.4.28pyproject.toml
PyPIpdftext>=0.7.0,<0.8.0pyproject.toml
PyPImarkdownify>=1.1.0,<2pyproject.toml
PyPIclick>=8.2.0,<9pyproject.toml
PyPImarkdown2>=2.5.2,<3pyproject.toml
PyPIfiletype>=1.2.0,<2pyproject.toml
PyPIgoogle-genai>=1.40.0,<3pyproject.toml
PyPIanthropic>=0.69.0,<1pyproject.toml
PyPIopenai>=2.2.0,<3pyproject.toml
PyPIscikit-learn>=1.6.1,<2pyproject.toml
Todas las dependencias 257

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 22 paquetes directos y 235 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIanthropic0.117.0directa
PyPIclick8.4.2directa
PyPIfiletype1.2.0directa
PyPIftfy6.3.1directa
PyPIgoogle-genai2.12.1directa
PyPImarkdown22.5.5directa
PyPImarkdownify1.2.3directa
PyPIopenai2.46.0directa
PyPIpdftext0.7.1directa
PyPIpillow10.4.0directa
PyPIpsutil7.2.2directa
PyPIpydantic2.13.4directa
PyPIpydantic-settings2.14.2directa
PyPIpython-dotenv1.2.2directa
PyPIrapidfuzz3.14.5directa
PyPIregex2026.7.19directa
PyPIscikit-learn1.7.2directa
PyPIscikit-learn1.9.0directa
PyPIsurya-ocr0.22.1directa
PyPItorch2.13.0directa
PyPItqdm4.69.0directa
PyPItransformers5.14.1directa
PyPIaiohappyeyeballs2.7.1indirecta
PyPIaiohttp3.14.1indirecta
PyPIaiosignal1.4.0indirecta
PyPIaltair6.2.2indirecta
PyPIannotated-doc0.0.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIanyio4.14.2indirecta
PyPIappnope0.1.4indirecta
PyPIapted1.0.3indirecta
PyPIargon2-cffi25.1.0indirecta
PyPIargon2-cffi-bindings25.1.0indirecta
PyPIarrow1.4.0indirecta
PyPIasttokens3.0.2indirecta
PyPIasync-lru2.3.0indirecta
PyPIasync-timeout5.0.1indirecta
PyPIattrs26.1.0indirecta
PyPIbabel2.18.0indirecta
PyPIbeautifulsoup44.15.0indirecta
PyPIbleach6.4.0indirecta
PyPIblinker1.9.0indirecta
PyPIbrotli1.2.0indirecta
PyPIbrotlicffi1.2.0.1indirecta
PyPIcachetools7.1.4indirecta
PyPIcertifi2026.6.17indirecta
PyPIcffi2.1.0indirecta
PyPIcfgv3.5.0indirecta
PyPIcharset-normalizer3.4.9indirecta
PyPIcobble0.1.4indirecta
PyPIcolorama0.4.6indirecta
PyPIcomm0.2.3indirecta
PyPIcryptography49.0.0indirecta
PyPIcssselect20.9.0indirecta
PyPIcuda-bindings13.3.1indirecta
PyPIcuda-pathfinder1.5.6indirecta
PyPIcuda-toolkit13.0.3.0indirecta
PyPIdatasets5.0.0indirecta
PyPIdebugpy1.8.21indirecta
PyPIdecorator5.3.1indirecta
PyPIdefusedxml0.7.1indirecta
PyPIdill0.4.1indirecta
PyPIdistance0.1.3indirecta
PyPIdistlib0.4.3indirecta
PyPIdistro1.9.0indirecta
PyPIdocstring-parser0.18.0indirecta
PyPIebooklib0.18indirecta
PyPIet-xmlfile2.0.0indirecta
PyPIexceptiongroup1.3.1indirecta
PyPIexecuting2.2.1indirecta
PyPIfastapi0.139.2indirecta
PyPIfastjsonschema2.21.2indirecta
PyPIfilelock3.31.1indirecta
PyPIfonttools4.63.0indirecta
PyPIfqdn1.5.1indirecta
PyPIfrozenlist1.8.0indirecta
PyPIfsspec2026.4.0indirecta
PyPIgitdb4.0.12indirecta
PyPIgitpython3.1.53indirecta
PyPIgoogle-auth2.55.2indirecta
PyPIgreenlet3.5.3indirecta
PyPIh110.16.0indirecta
PyPIhf-xet1.5.2indirecta
PyPIhttpcore1.0.9indirecta
PyPIhttptools0.8.0indirecta
PyPIhttpx0.28.1indirecta
PyPIhuggingface-hub1.24.0indirecta
PyPIidentify2.6.19indirecta
PyPIidna3.18indirecta
PyPIiniconfig2.3.0indirecta
PyPIipykernel7.3.0indirecta
PyPIipython8.39.0indirecta
PyPIipython9.15.0indirecta
PyPIipython-pygments-lexers1.1.1indirecta
PyPIipywidgets8.1.8indirecta
PyPIisoduration20.11.0indirecta
PyPIitsdangerous2.2.0indirecta
PyPIjedi0.20.0indirecta
PyPIjinja23.1.6indirecta
PyPIjiter0.16.0indirecta
PyPIjoblib1.5.3indirecta
PyPIjson50.15.0indirecta
PyPIjsonpointer3.1.1indirecta
PyPIjsonschema4.26.0indirecta
PyPIjsonschema-specifications2025.9.1indirecta
PyPIjupyter1.1.1indirecta
PyPIjupyter-builder1.1.1indirecta
PyPIjupyter-client8.9.1indirecta
PyPIjupyter-console6.6.3indirecta
PyPIjupyter-core5.9.1indirecta
PyPIjupyter-events0.12.1indirecta
PyPIjupyter-lsp2.3.1indirecta
PyPIjupyter-server2.20.0indirecta
PyPIjupyter-server-terminals0.5.4indirecta
PyPIjupyterlab4.6.1indirecta
PyPIjupyterlab-pygments0.3.0indirecta
PyPIjupyterlab-server2.28.0indirecta
PyPIjupyterlab-widgets3.0.16indirecta
PyPIlark1.3.1indirecta
PyPIlatex2mathml3.81.0indirecta
PyPIlxml5.3.0indirecta
PyPImammoth1.12.0indirecta
PyPImarkdown-it-py4.2.0indirecta
PyPImarker-pdf2.0.0indirecta
PyPImarkupsafe3.0.3indirecta
PyPImatplotlib-inline0.2.2indirecta
PyPImdurl0.1.2indirecta
PyPImistune3.3.3indirecta
PyPImpmath1.3.0indirecta
PyPImultidict6.7.1indirecta
PyPImultiprocess0.70.19indirecta
PyPInarwhals2.24.0indirecta
PyPInbclient0.11.0indirecta
PyPInbconvert7.17.1indirecta
PyPInbformat5.10.4indirecta
PyPInest-asyncio21.7.2indirecta
PyPInetworkx3.4.2indirecta
PyPInetworkx3.6.1indirecta
PyPInodeenv1.10.0indirecta
PyPInotebook7.6.0indirecta
PyPInotebook-shim0.2.4indirecta
PyPInumpy2.2.6indirecta
PyPInumpy2.4.6indirecta
PyPInumpy2.5.1indirecta
PyPInvidia-cublas13.1.1.3indirecta
PyPInvidia-cuda-cupti13.0.85indirecta
PyPInvidia-cuda-nvrtc13.0.88indirecta
PyPInvidia-cuda-runtime13.0.96indirecta
PyPInvidia-cudnn-cu139.20.0.48indirecta
PyPInvidia-cufft12.0.0.61indirecta
PyPInvidia-cufile1.15.1.6indirecta
PyPInvidia-curand10.4.0.35indirecta
PyPInvidia-cusolver12.0.4.66indirecta
PyPInvidia-cusparse12.6.3.3indirecta
PyPInvidia-cusparselt-cu130.8.1indirecta
PyPInvidia-nccl-cu132.29.7indirecta
PyPInvidia-nvjitlink13.3.33indirecta
PyPInvidia-nvshmem-cu133.4.5indirecta
PyPInvidia-nvtx13.0.85indirecta
PyPIopencv-python-headless4.11.0.86indirecta
PyPIopenpyxl3.1.5indirecta
PyPIoverrides7.7.0indirecta
PyPIpackaging26.2indirecta
PyPIpandas2.3.3indirecta
PyPIpandas3.0.3indirecta
PyPIpandocfilters1.5.1indirecta
PyPIparso0.8.7indirecta
PyPIpexpect4.9.0indirecta
PyPIplatformdirs4.10.1indirecta
PyPIplaywright1.61.0indirecta
PyPIpluggy1.6.0indirecta
PyPIpre-commit4.6.0indirecta
PyPIprometheus-client0.25.0indirecta
PyPIprompt-toolkit3.0.52indirecta
PyPIpropcache0.5.2indirecta
PyPIprotobuf7.35.1indirecta
PyPIptyprocess0.7.0indirecta
PyPIpure-eval0.2.3indirecta
PyPIpyarrow24.0.0indirecta
PyPIpyasn10.6.4indirecta
PyPIpyasn1-modules0.4.2indirecta
PyPIpycparser3.0indirecta
PyPIpydantic-core2.46.4indirecta
PyPIpydeck0.9.3indirecta
PyPIpydyf0.12.1indirecta
PyPIpyee13.0.1indirecta
PyPIpygments2.20.0indirecta
PyPIpypdfium25.10.1indirecta
PyPIpyphen0.17.2indirecta
PyPIpytest9.1.1indirecta
PyPIpytest-mock3.15.1indirecta
PyPIpython-dateutil2.9.0.post0indirecta
PyPIpython-discovery1.4.4indirecta
PyPIpython-json-logger4.1.0indirecta
PyPIpython-multipart0.0.32indirecta
PyPIpython-pptx1.0.2indirecta
PyPIpytz2026.2indirecta
PyPIpywinpty3.0.5indirecta
PyPIpyyaml6.0.3indirecta
PyPIpyzmq27.1.0indirecta
PyPIreferencing0.37.0indirecta
PyPIrequests2.34.2indirecta
PyPIrfc3339-validator0.1.4indirecta
PyPIrfc3986-validator0.1.1indirecta
PyPIrfc3987-syntax1.1.0indirecta
PyPIrich15.0.0indirecta
PyPIrpds-py0.30.0indirecta
PyPIrpds-py2026.6.3indirecta
PyPIsafetensors0.8.0indirecta
PyPIscipy1.15.3indirecta
PyPIscipy1.17.1indirecta
PyPIscipy1.18.0indirecta
PyPIsend2trash2.1.0indirecta
PyPIsetuptools83.0.0indirecta
PyPIshellingham1.5.4indirecta
PyPIsix1.17.0indirecta
PyPIsmmap5.0.3indirecta
PyPIsniffio1.3.1indirecta
PyPIsoupsieve2.9indirecta
PyPIstack-data0.6.3indirecta
PyPIstarlette1.3.1indirecta
PyPIstreamlit1.59.2indirecta
PyPIstreamlit-ace0.1.1indirecta
PyPIsympy1.14.0indirecta
PyPItabulate0.10.0indirecta
PyPItenacity9.1.4indirecta
PyPIterminado0.18.1indirecta
PyPIthreadpoolctl3.6.0indirecta
PyPItinycss21.5.1indirecta
PyPItinyhtml52.1.0indirecta
PyPItokenizers0.22.2indirecta
PyPItoml0.10.2indirecta
PyPItomli2.4.1indirecta
PyPItorchvision0.28.0indirecta
PyPItornado6.5.7indirecta
PyPItraitlets5.15.1indirecta
PyPItriton3.7.1indirecta
PyPItyper0.27.0indirecta
PyPItyping-extensions4.16.0indirecta
PyPItyping-inspection0.4.2indirecta
PyPItzdata2026.3indirecta
PyPIuri-template1.3.0indirecta
PyPIurllib32.7.0indirecta
PyPIuvicorn0.51.0indirecta
PyPIvirtualenv21.6.1indirecta
PyPIwatchdog6.0.0indirecta
PyPIwcwidth0.8.2indirecta
PyPIweasyprint63.1indirecta
PyPIwebcolors25.10.0indirecta
PyPIwebencodings0.5.1indirecta
PyPIwebsocket-client1.9.0indirecta
PyPIwebsockets16.1.1indirecta
PyPIwidgetsnbextension4.0.15indirecta
PyPIxlsxwriter3.2.9indirecta
PyPIxxhash3.8.1indirecta
PyPIyarl1.24.5indirecta
PyPIzopfli0.4.3indirecta
Avisos de dependencias 1

Instalar pypi:marker-pdf@2.0.0 arrastra 74 paquetes, directos y transitivos: 1 tienen avisos conocidos, de los cuales 1 son dependencias directas.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
pillow10.4.0directacrítica3412.3.0

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

Informe JSON sin procesar legible por máquina
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 21449,
      "has_wiki": true,
      "homepage": "https://www.datalab.to",
      "languages": {
        "Shell": 2841,
        "Python": 575379
      },
      "pushed_at": "2026-07-20T23:00:20Z",
      "created_at": "2023-10-30T20:14:08Z",
      "owner_type": "Organization",
      "updated_at": "2026-08-01T10:26:34Z",
      "description": "Convert PDF to markdown + JSON quickly with high accuracy",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.datalab.to",
      "name": "Datalab",
      "type": "Organization",
      "login": "datalab-to",
      "company": null,
      "location": "United States of America",
      "followers": 828,
      "avatar_url": "https://avatars.githubusercontent.com/u/176631703?v=4",
      "created_at": "2024-07-25T22:27:12Z",
      "is_verified": null,
      "public_repos": 12,
      "account_age_days": 736
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2026-07-20T19:41:39Z"
        },
        {
          "tag": "v1.10.2",
          "kind": "patch",
          "published_at": "2026-01-31T00:12:04Z"
        },
        {
          "tag": "v1.10.1",
          "kind": "patch",
          "published_at": "2025-09-30T15:40:24Z"
        },
        {
          "tag": "v1.10.0",
          "kind": "minor",
          "published_at": "2025-09-24T01:19:13Z"
        },
        {
          "tag": "v1.9.3",
          "kind": "patch",
          "published_at": "2025-09-09T20:43:45Z"
        },
        {
          "tag": "v1.9.2",
          "kind": "patch",
          "published_at": "2025-09-04T18:47:56Z"
        },
        {
          "tag": "v1.9.1",
          "kind": "patch",
          "published_at": "2025-09-02T14:39:45Z"
        },
        {
          "tag": "v1.9.0",
          "kind": "minor",
          "published_at": "2025-08-29T23:03:17Z"
        },
        {
          "tag": "v1.8.5",
          "kind": "patch",
          "published_at": "2025-08-23T17:09:33Z"
        },
        {
          "tag": "v1.8.4",
          "kind": "patch",
          "published_at": "2025-08-20T16:47:03Z"
        },
        {
          "tag": "v1.8.3",
          "kind": "patch",
          "published_at": "2025-08-04T18:16:49Z"
        },
        {
          "tag": "v1.8.2",
          "kind": "patch",
          "published_at": "2025-07-15T18:26:09Z"
        },
        {
          "tag": "v1.8.1",
          "kind": "patch",
          "published_at": "2025-07-04T18:45:30Z"
        },
        {
          "tag": "v1.8.0",
          "kind": "minor",
          "published_at": "2025-06-27T19:55:09Z"
        },
        {
          "tag": "v1.7.5",
          "kind": "patch",
          "published_at": "2025-06-11T20:36:33Z"
        },
        {
          "tag": "v1.7.4",
          "kind": "patch",
          "published_at": "2025-06-02T23:11:13Z"
        },
        {
          "tag": "v1.7.3",
          "kind": "patch",
          "published_at": "2025-05-22T19:41:35Z"
        },
        {
          "tag": "v1.7.2",
          "kind": "patch",
          "published_at": "2025-05-20T16:47:48Z"
        },
        {
          "tag": "v1.7.1",
          "kind": "patch",
          "published_at": "2025-05-19T22:50:02Z"
        },
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2025-05-19T21:07:30Z"
        },
        {
          "tag": "v1.6.2",
          "kind": "patch",
          "published_at": "2025-03-26T21:49:27Z"
        },
        {
          "tag": "v1.6.1",
          "kind": "patch",
          "published_at": "2025-03-04T22:01:11Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2025-02-28T23:55:11Z"
        },
        {
          "tag": "v1.5.5",
          "kind": "patch",
          "published_at": "2025-02-19T23:04:22Z"
        },
        {
          "tag": "v1.5.4",
          "kind": "patch",
          "published_at": "2025-02-19T17:53:31Z"
        },
        {
          "tag": "v1.5.3",
          "kind": "patch",
          "published_at": "2025-02-19T03:43:16Z"
        },
        {
          "tag": "v1.5.2",
          "kind": "patch",
          "published_at": "2025-02-14T01:49:41Z"
        },
        {
          "tag": "v1.5.1",
          "kind": "patch",
          "published_at": "2025-02-14T01:06:44Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2025-02-13T21:09:20Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2025-02-11T16:41:55Z"
        },
        {
          "tag": "v1.3.5",
          "kind": "patch",
          "published_at": "2025-02-06T02:08:12Z"
        },
        {
          "tag": "v1.3.4",
          "kind": "patch",
          "published_at": "2025-01-31T03:00:42Z"
        },
        {
          "tag": "v1.3.3",
          "kind": "patch",
          "published_at": "2025-01-29T16:43:06Z"
        },
        {
          "tag": "v1.3.2",
          "kind": "patch",
          "published_at": "2025-01-27T16:27:21Z"
        },
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2025-01-24T18:11:58Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2025-01-24T03:34:00Z"
        },
        {
          "tag": "v1.2.7",
          "kind": "patch",
          "published_at": "2025-01-20T00:33:01Z"
        },
        {
          "tag": "v1.2.6",
          "kind": "patch",
          "published_at": "2025-01-19T17:43:29Z"
        },
        {
          "tag": "v1.2.5",
          "kind": "patch",
          "published_at": "2025-01-19T17:35:44Z"
        },
        {
          "tag": "v1.2.4",
          "kind": "patch",
          "published_at": "2025-01-14T21:19:40Z"
        },
        {
          "tag": "v1.2.3",
          "kind": "patch",
          "published_at": "2025-01-03T21:31:03Z"
        },
        {
          "tag": "v1.2.2",
          "kind": "patch",
          "published_at": "2025-01-02T21:38:36Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2025-01-02T21:08:31Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2025-01-02T20:20:18Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2024-12-12T19:09:04Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2024-12-03T21:12:08Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2024-12-03T01:16:22Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2024-11-27T17:47:34Z"
        },
        {
          "tag": "v0.3.10",
          "kind": "patch",
          "published_at": "2024-10-31T15:20:31Z"
        },
        {
          "tag": "v0.3.9",
          "kind": "patch",
          "published_at": "2024-10-25T17:04:37Z"
        },
        {
          "tag": "v0.3.8",
          "kind": "patch",
          "published_at": "2024-10-24T17:55:33Z"
        },
        {
          "tag": "v0.3.7",
          "kind": "patch",
          "published_at": "2024-10-23T17:37:35Z"
        },
        {
          "tag": "v0.3.6",
          "kind": "patch",
          "published_at": "2024-10-23T16:30:22Z"
        },
        {
          "tag": "v0.3.5",
          "kind": "patch",
          "published_at": "2024-10-23T02:12:05Z"
        },
        {
          "tag": "v0.3.4",
          "kind": "patch",
          "published_at": "2024-10-22T22:27:34Z"
        },
        {
          "tag": "v0.3.3",
          "kind": "patch",
          "published_at": "2024-10-22T20:52:34Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2024-10-21T13:52:38Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2024-10-18T19:48:26Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2024-10-17T22:37:03Z"
        },
        {
          "tag": "v0.2.17",
          "kind": "patch",
          "published_at": "2024-08-19T21:30:12Z"
        },
        {
          "tag": "v0.2.16",
          "kind": "patch",
          "published_at": "2024-07-12T18:04:29Z"
        },
        {
          "tag": "v0.2.15",
          "kind": "patch",
          "published_at": "2024-06-30T15:20:03Z"
        },
        {
          "tag": "v0.2.14",
          "kind": "patch",
          "published_at": "2024-06-17T17:04:06Z"
        },
        {
          "tag": "v0.2.13",
          "kind": "patch",
          "published_at": "2024-05-30T01:55:32Z"
        },
        {
          "tag": "v0.2.12",
          "kind": "patch",
          "published_at": "2024-05-29T18:09:52Z"
        },
        {
          "tag": "v0.2.11",
          "kind": "patch",
          "published_at": "2024-05-28T22:36:10Z"
        },
        {
          "tag": "v0.2.10",
          "kind": "patch",
          "published_at": "2024-05-28T04:34:15Z"
        },
        {
          "tag": "v0.2.9",
          "kind": "patch",
          "published_at": "2024-05-23T23:24:34Z"
        },
        {
          "tag": "v0.2.8",
          "kind": "patch",
          "published_at": "2024-05-18T04:28:29Z"
        },
        {
          "tag": "v0.2.7",
          "kind": "patch",
          "published_at": "2024-05-17T22:57:44Z"
        },
        {
          "tag": "v0.2.6",
          "kind": "patch",
          "published_at": "2024-05-16T22:46:27Z"
        },
        {
          "tag": "v0.2.5",
          "kind": "patch",
          "published_at": "2024-05-10T16:02:36Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "6ea35fe17444db337cfcba42e13710daf4807cbc",
          "body": "CI fixes",
          "is_bot": false,
          "headline": "Merge pull request #1064 from datalab-to/dev",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T23:00:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9f6dd225074fa2ced8c9fe3ef459d8f2fd61ed7",
          "body": null,
          "is_bot": false,
          "headline": "CI fixes",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T22:02:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90c69a0fba41b7c68fdfc158094a24ed2522e83a",
          "body": null,
          "is_bot": false,
          "headline": "Update README",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T20:46:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f79e0014b2e8fc63c4e7382c96a5fa1b3a735d99",
          "body": null,
          "is_bot": false,
          "headline": "CI fixes",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T20:41:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "947d7688c0739297a7b9eb08b1a463e3a6853981",
          "body": "Dev",
          "is_bot": false,
          "headline": "Merge pull request #1062 from datalab-to/dev",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T19:35:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6169f6473332fbf436551c8625bc6dcd72010db",
          "body": null,
          "is_bot": false,
          "headline": "Update surya",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T19:34:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a7c02f123a4215ba74a0125a3d893f61620a064",
          "body": null,
          "is_bot": false,
          "headline": "Fix blocks",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T19:21:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebf1f3d1ab88af99320c980c809f44133c17053a",
          "body": null,
          "is_bot": false,
          "headline": "README fix",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T18:47:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15a468f2da8271a22948a2b98cc4e76fbed529a7",
          "body": "Add a `cpu` pytest marker on the model-free tests (config/CLI parsing,\nproviders) and a tests-cpu job on ubuntu-latest that runs `pytest -m cpu`.\nThe GPU job still runs the full suite; this catches CPU-only breakage\n(imports, weasyprint native libs, pdftext) that the GPU box never exercises.\n\nClaude-Session: https://claude.ai/code/session_0183fDKJ6yL7NFVegs24XdYb",
          "is_bot": false,
          "headline": "CI: run a CPU test subset on ubuntu alongside the GPU suite",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T18:09:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bbb6713cb1b02cd7e52b53b6b0d676fd27b51b6e",
          "body": "Resolve the default conversion mode from the torch device in\nPdfConverter.__init__ (the single path all conversions flow through) and\ninject it into the shared config, so builders/processors read it. An\nexplicit mode always wins. Entry points that hardcoded \"balanced\" (server\nfield + upload form, streamlit) now leave mode unset so the device default\napplies; streamlit gains an \"auto\" option. Docs/help updated.\n\nClaude-Session: https://claude.ai/code/session_0183fDKJ6yL7NFVegs24XdYb",
          "is_bot": false,
          "headline": "Default mode by device: fast on CPU/MPS, balanced on GPU",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T18:09:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d59e56c7bd063c72c6411f2e1304f29f9e00d325",
          "body": null,
          "is_bot": false,
          "headline": "Add in olmocr bench tests",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T17:43:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "374237609f9b6b84b324c0c07aa4398de6b02a8d",
          "body": null,
          "is_bot": false,
          "headline": "Disable ocr in app",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T16:37:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3b85223d55ccf8c657ce11443aeae62a209f1a7",
          "body": null,
          "is_bot": false,
          "headline": "Error fixes",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T15:51:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "619377f17d9619253712d68fcd26e55e83830e0d",
          "body": null,
          "is_bot": false,
          "headline": "Swap to uv",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T15:26:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7525d0d10db952592c752e76fdad3c75a3eab39",
          "body": null,
          "is_bot": false,
          "headline": "Bump version",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-20T14:27:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c687c0dc03ff1f432ecd80d065e489e339643a8",
          "body": "Vik/surya v2 server",
          "is_bot": false,
          "headline": "Merge pull request #1 from datalab-to/vik/surya-v2-server",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-17T15:04:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc5b241477bf5a66ab4226a597bb73f9b0d44487",
          "body": null,
          "is_bot": false,
          "headline": "Pin surya-ocr to 0.22.0",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-17T14:40:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65f73c993dd021704aed14e1330b9f147a05ebac",
          "body": "…U/GPU fixes\n\nBenchmarks\n- New reproducible olmocr-bench harness in benchmarks/: inference.py\n  (marker over the bench, modes + worker concurrency, throughput + scoreable\n  output), postprocess.py (olmocr output normalization), summarize.py\n  (macro + digital-only), and native-parallel competitor ru\n[…]\n) and clarify the\n  API server's accepted params.\n\nLicensing\n- Switch code license to Apache 2.0 (LICENSE, pyproject, README badge + text).\n  Model weights keep the existing restrictive MODEL_LICENSE.",
          "is_bot": false,
          "headline": "Release prep: benchmarks harness, competitive results, Apache 2.0, CP…",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-17T14:38:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2173678cb6c53ac30752c58d8d226e997bf76d82",
          "body": null,
          "is_bot": false,
          "headline": "Speed improvements",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-15T22:29:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8de9dcc238022e2bb39c431fc6bd0ed5bcebeca6",
          "body": null,
          "is_bot": false,
          "headline": "Fix charts",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-15T18:38:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc3c3ba277c15dcb20e8abef1d227d59cd8058d4",
          "body": "…e selector\n\n- printer.py: only default-False bools render as CLI flags, so tri-state\n  options like --ocr_inline_math accept explicit true/false\n- MarginaliaProcessor respects keep_pageheader/pagefooter_in_output\n- streamlit + extraction apps expose the balanced/fast mode selector\n- Docstring/help \n[…]\nection-model references, keep_chars\n  pdftext-only note, disable_multiprocessing scope, LLM redo_inline_math\n  cross-references\n\nClaude-Session: https://claude.ai/code/session_01SxGJdyccsAdKbjNAth35MA",
          "is_bot": false,
          "headline": "Flag audit fixes: tri-state CLI bools, marginalia keep flags, app mod…",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-07T17:01:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b69f6577ff4d3721e4feb740d9bea2f272dbdccd",
          "body": "- Claude default claude-sonnet-4-6 -> claude-opus-4-8 (sonnet-4-6 is\n  superseded and not in the structured-outputs support set, which the\n  service relies on via messages.parse)\n- Ollama default llama3.2-vision -> gemma3\n- Gemini/Vertex gemini-3.5-flash verified valid against the live models\n  API;\n[…]\nquests,\n0 errors), Claude request shape assembles and degrades gracefully on\nauth failure, 8/8 mocked LLM processor tests pass.\n\nClaude-Session: https://claude.ai/code/session_01SxGJdyccsAdKbjNAth35MA",
          "is_bot": false,
          "headline": "Update LLM service model defaults and verify LLM mode end to end",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-07T01:22:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b83131845199e4389cf006159042c878e2d72658",
          "body": "Batch parallelization:\n- The parent now reads the inference server's capacity after spawn and\n  budgets aggregate client concurrency across workers (~1.5x capacity)\n  instead of every worker independently fanning out to full capacity\n- --disable_ocr batch runs skip the server entirely and size the p\n[…]\nkipped\n- marker_extract: add missing streamlit-ace dependency\n- Server API: add mode param (fast/balanced) to /marker endpoints\n\nClaude-Session: https://claude.ai/code/session_01SxGJdyccsAdKbjNAth35MA",
          "is_bot": false,
          "headline": "Clean up entrypoints and flags; budget batch VLM concurrency",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-06T00:43:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a86bee6df33544838353f0aab3924d7f059c7eea",
          "body": "Reading/quality improvements (all validated on olmocr-bench without\nbench-specific behavior):\n- Inline-math auto-OCR (balanced): text blocks with a math signal (math\n  fonts, math-unicode density) are block-OCR'd so inline math becomes\n  <math> instead of garbled pdftext glyphs; page-level escalatio\n[…]\nck promotes the\n  whole page to full-page re-OCR\n- disable_ocr now fully disables the VLM (equations included) on either\n  mode\n\nClaude-Session: https://claude.ai/code/session_01SxGJdyccsAdKbjNAth35MA",
          "is_bot": false,
          "headline": "Improve quality across modes and consolidate mode semantics",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-04T16:10:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5f63811aa23d62c945cedfd56d49710f58815b2e",
          "body": "Remove the rf-detr table structure model. Tables now come from:\n- scanned/garbled pages: the full-page OCR already emits table HTML (Table\n  is not skipped in recognition), so those blocks are left untouched\n- digital pages: reconstruct the table from the PDF text layer with CPU-only\n  heuristics (m\n[…]\n spans so TOC dot\nleaders don't explode the column count. Tested across sample PDFs: 35\ntables, all produced HTML, no failures.\n\nClaude-Session: https://claude.ai/code/session_01SxGJdyccsAdKbjNAth35MA",
          "is_bot": false,
          "headline": "Replace table model with pdftext reconstruction + full-page OCR",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-07-03T15:30:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ff7eef357df3439a243d431c90c37ae5da80fc3c",
          "body": "ReferenceProcessor iterated block.structure directly for ListGroup/\nFigureGroup/TableGroup blocks, but the layout models can emit a group\nregion (e.g. List-Group -> ListGroup) that never receives children, so\nits structure stays None. On pages that also have link references this\nraised \"'NoneType' o\n[…]\nturns [] when\nstructure is None (and is otherwise identical), matching the None guard\nalready used elsewhere in this processor.\n\nClaude-Session: https://claude.ai/code/session_01SxGJdyccsAdKbjNAth35MA",
          "is_bot": false,
          "headline": "Fix crash on layout-detected groups with no children",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-06-30T21:13:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "faa7e885485b13d16068feca09eb06f6a34b1cf0",
          "body": "Mode selection (--mode balanced|fast):\n- balanced (GPU): VLM layout + full-page OCR\n- fast (CPU): rf-detr/onnx layout + tables, pdftext text, OCR only\n  garbled/empty content; clean digital docs never start the VLM server\n\nReading order:\n- Defer to surya's learned AR reading-order head (works on OCR\n[…]\nls + pdftext text; recognition HTML for scanned tables). Models,\nconfig, and tests updated; new tests/converters/test_modes.py.\n\nClaude-Session: https://claude.ai/code/session_01SxGJdyccsAdKbjNAth35MA",
          "is_bot": false,
          "headline": "Add fast/balanced modes, CPU reading order, and pipeline perf work",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-06-30T17:28:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ef16c2caa29d76f3ca3126944d2e1be79f560bda",
          "body": null,
          "is_bot": true,
          "headline": "@pablopupo has signed the CLA in datalab-to/marker#1056",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-29T20:54:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5684e765530347ad25d25f781c337822a8854d25",
          "body": null,
          "is_bot": true,
          "headline": "@clach04 has signed the CLA in datalab-to/marker#1051",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-23T00:21:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ccc19560de33a8b6a6ea8a43eeaa419c31b8ac3",
          "body": null,
          "is_bot": false,
          "headline": "Refactor",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2026-06-10T21:52:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3739db19b78df7d54c1d70340ad5d15134f8b89",
          "body": null,
          "is_bot": true,
          "headline": "@anyasabo has signed the CLA in datalab-to/marker#1041",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-06T21:20:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "627a873612064065c2469462ce3a098087a5c648",
          "body": null,
          "is_bot": true,
          "headline": "@detoxj7 has signed the CLA in datalab-to/marker#1046",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-06T06:03:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d9e7bdcab814979b9b63ddb18db8b9b27b2d018",
          "body": null,
          "is_bot": true,
          "headline": "@aashishkumar-tech has signed the CLA in datalab-to/marker#1044",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-06T00:59:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ae38895d6e11cbc8fb4a60a0750b3bac479e304",
          "body": null,
          "is_bot": true,
          "headline": "@bazzi24 has signed the CLA in datalab-to/marker#1034",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-05T08:04:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cf66fcc40077aca565a3daa2541bbff5bab330d",
          "body": null,
          "is_bot": false,
          "headline": "Dev",
          "author_name": "Ashish Uppala",
          "author_login": "u-ashish",
          "committed_at": "2026-04-24T18:33:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca5fad27dfa2e805474adaa20bc6b977e9da04dd",
          "body": null,
          "is_bot": false,
          "headline": "update readme",
          "author_name": "Ashish Uppala",
          "author_login": "u-ashish",
          "committed_at": "2026-04-22T20:59:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57c4c61b1c26f26a4d60555b9917c8b5aa645e21",
          "body": null,
          "is_bot": false,
          "headline": "update readme",
          "author_name": "Ashish Uppala",
          "author_login": "u-ashish",
          "committed_at": "2026-04-22T20:53:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0cdad3097b865ac17d34c0bd4ed9bcddf6958ed4",
          "body": null,
          "is_bot": true,
          "headline": "@ahmgam has signed the CLA in datalab-to/marker#1025",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-14T00:31:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2085e102258dc6824f594e1429e8fe5c69dde7fe",
          "body": null,
          "is_bot": true,
          "headline": "@Momen-Walied has signed the CLA in datalab-to/marker#1023",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-10T16:21:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b5896a59add0df64e5ac35a300bc62063f88a79",
          "body": null,
          "is_bot": true,
          "headline": "@YizukiAme has signed the CLA in datalab-to/marker#1022",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-10T15:57:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b84acf72213c69bca7af23fa07c5893c5bdecee",
          "body": null,
          "is_bot": true,
          "headline": "@alber70g has signed the CLA in datalab-to/marker#1016",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-10T10:33:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4407123810556577e04cc7eea767e1fed3958553",
          "body": null,
          "is_bot": true,
          "headline": "@avianion has signed the CLA in datalab-to/marker#1015",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-04T10:54:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d63e3d943b2cbcfd9c809f141f9cdb21294001d5",
          "body": null,
          "is_bot": true,
          "headline": "@EurFelux has signed the CLA in datalab-to/marker#1009",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-10T11:23:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28854f015f96ca7dcb6ec5943c6b5f6fe7ca83b4",
          "body": null,
          "is_bot": true,
          "headline": "@jcs-zfc has signed the CLA in datalab-to/marker#1004",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-04T20:12:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38a267025cfdd13691fc6e381bebedad3db19a2d",
          "body": null,
          "is_bot": true,
          "headline": "@Br1an67 has signed the CLA in datalab-to/marker#994",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-01T15:53:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b929a4e32f225715eb508bb97f45607fd0d5931d",
          "body": null,
          "is_bot": true,
          "headline": "@ambicuity has signed the CLA in datalab-to/marker#989",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-09T18:31:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a41cdbac6232a10aaf4fad29f8e6c1a0c2a0808",
          "body": "Dev",
          "is_bot": false,
          "headline": "Merge pull request #981 from datalab-to/dev",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2026-01-31T00:01:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c01faa96da1524777c5154e5cb80f990fc5a993",
          "body": "Tarun/surya latexfix bump",
          "is_bot": false,
          "headline": "Merge pull request #980 from datalab-to/tarun/surya-latexfix-bump",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2026-01-30T22:49:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31f4a42089a71933c75a645aff71da844b5ed36c",
          "body": null,
          "is_bot": false,
          "headline": "Bump to new surya with latex hotfix",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2026-01-30T21:54:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49c69fe675850f7c379c9a997da941cfd7977e44",
          "body": null,
          "is_bot": true,
          "headline": "@kamransoomro84 has signed the CLA in datalab-to/marker#977",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-01-27T17:46:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa088e539462ee0e887f6d79da030e34911183fa",
          "body": null,
          "is_bot": true,
          "headline": "@ag-mout has signed the CLA in datalab-to/marker#973",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-01-20T09:34:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64f5c8e04a846956a3ca44c1436a0cd98e67ec81",
          "body": null,
          "is_bot": true,
          "headline": "@fabnemEPFL has signed the CLA in datalab-to/marker#969",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-01-07T11:24:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b607c93f94858d750013dfcd399dec6aa9d96ea1",
          "body": null,
          "is_bot": true,
          "headline": "@linminhtoo has signed the CLA in datalab-to/marker#962",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-12-25T15:18:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe9c0f94b03fa2c5853db4c212ce2b37e7a5fd4a",
          "body": null,
          "is_bot": true,
          "headline": "@lumoe has signed the CLA in datalab-to/marker#949",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-11-19T14:25:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0bf5ab04ae8c83be4b8e22d8945bf8ec8f98945",
          "body": null,
          "is_bot": true,
          "headline": "@kipavy has signed the CLA in datalab-to/marker#940",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-11-07T08:10:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3778ae6b4e2d9c4341f80b73a70d431e99d4cfbf",
          "body": "Add model license",
          "is_bot": false,
          "headline": "Merge pull request #928 from datalab-to/dev",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-10-21T17:36:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c12b302f3901fa195891fafad7d535b9011c5ae",
          "body": null,
          "is_bot": false,
          "headline": "Add model license",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-10-21T17:35:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5576c6223ddf17ad84c9d8238ce235e81bfec15c",
          "body": "Fix license",
          "is_bot": false,
          "headline": "Merge pull request #926 from datalab-to/dev",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-10-20T15:34:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccf586d290a90f6db0a655779b7274f20ad213c3",
          "body": null,
          "is_bot": false,
          "headline": "Fix license",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-10-20T15:33:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8222fbdf62935c1ef1758129bdeea504193a7942",
          "body": null,
          "is_bot": true,
          "headline": "@Vidarshana26204 has signed the CLA in datalab-to/marker#916",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-10-12T16:26:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95753c3efcf5928ab728ba5a19d0481989448bba",
          "body": null,
          "is_bot": false,
          "headline": "Dev",
          "author_name": "Ashish Uppala",
          "author_login": "u-ashish",
          "committed_at": "2025-10-07T16:16:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60109542ab27fd63c2334547b10c3dbe18ef8ace",
          "body": null,
          "is_bot": false,
          "headline": "update readme",
          "author_name": "Ashish Uppala",
          "author_login": "u-ashish",
          "committed_at": "2025-10-07T16:15:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6ee3c18ee3dbe4b0514afa5f24be4ede7051e07",
          "body": null,
          "is_bot": false,
          "headline": "tweak readme",
          "author_name": "Ashish Uppala",
          "author_login": "u-ashish",
          "committed_at": "2025-10-07T15:45:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5000be48f9e68ffe64c685a752b2b1239b7411b",
          "body": null,
          "is_bot": true,
          "headline": "@ozzzzz has signed the CLA in datalab-to/marker#905",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-10-02T23:18:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7385fa1a8d477db3d317ebf5da42f0a60d8b472",
          "body": "Dev",
          "is_bot": false,
          "headline": "Merge pull request #902 from datalab-to/dev",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-30T15:38:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eccb51ae508af76d20d1c886d929d1668d1004ec",
          "body": null,
          "is_bot": false,
          "headline": "Add thinking budget",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-30T15:36:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e8f6b3fab0e14d98e8fa7d431642b9682038963",
          "body": "Enable passing arbitrary config",
          "is_bot": false,
          "headline": "Merge pull request #901 from datalab-to/vik/fix_config",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-29T18:50:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "282e5a0fba47a803a4fd16738e6e79932f698e54",
          "body": null,
          "is_bot": false,
          "headline": "Fix test",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-29T18:19:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67edd6f4ecf96e00aea9c0a4d0a46263b8685c84",
          "body": null,
          "is_bot": false,
          "headline": "Bump version",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-29T17:08:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "156cf34f191d23f6747898435f2dad88de85a7b2",
          "body": "Fix typo in superscript/subscript condition check",
          "is_bot": false,
          "headline": "Merge pull request #897 from Tenkeboks/patch-1",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-29T17:06:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "383e3e3803eaabbc97359a910c9685fcc0b3e17b",
          "body": null,
          "is_bot": false,
          "headline": "Enable passing arbitrary config",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-29T17:04:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e28735141e13dd099ba0d06e7f5ae8e1a4141c7d",
          "body": null,
          "is_bot": true,
          "headline": "@Tenkeboks has signed the CLA in datalab-to/marker#897",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-09-26T14:05:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67e1b8cb75cd7c5b6f8fdbd0f0ff0c6fa33639d7",
          "body": "Fix condition that incorrectly checked 'superscript or superscript' instead of 'superscript or subscript' in PDF text processing. This typo would prevent subscript text from having whitespace trimmed, causing inconsistent formatting between superscript and subscript spans. Detected using Claude Code.",
          "is_bot": false,
          "headline": "Fix typo in superscript/subscript condition check",
          "author_name": "Tenkeboks",
          "author_login": "Tenkeboks",
          "committed_at": "2025-09-26T13:59:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91c160790f9ab5e17d4841de1eaa89fcf6274b34",
          "body": null,
          "is_bot": true,
          "headline": "@aud has signed the CLA in datalab-to/marker#895",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-09-25T02:21:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f089d98e41c6988de414894cf95a12c5e5b5d90",
          "body": null,
          "is_bot": false,
          "headline": "Bump version",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-24T01:18:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ddbade5c55bfb0795dc4caa56deb79bed2ceece",
          "body": "Dev",
          "is_bot": false,
          "headline": "Merge pull request #893 from datalab-to/dev",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-24T01:16:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be142595a483eb7cd9f5851a0fccf775af456858",
          "body": null,
          "is_bot": false,
          "headline": "Fix tests",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-24T00:15:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94d4edd8da653e6ac3fe248dc4860a085b35f6ff",
          "body": null,
          "is_bot": false,
          "headline": "Update tests for new model",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-23T23:12:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0dddab0f3c421e8ab74226abc3f9ef1a3202c47",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'dev' of https://github.com/datalab-to/marker into dev",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-23T21:45:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93f901e02333b336dbb667c3379c8978669f0a81",
          "body": null,
          "is_bot": false,
          "headline": "Bump surya versions",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-23T21:45:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "363d033c64c3f59ca05716c5a299c97a34c03b4d",
          "body": "Layout release",
          "is_bot": false,
          "headline": "Merge pull request #892 from datalab-to/layout-release",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-23T21:32:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54d661d7027f7c54d75056ff172c9f8347ea6c13",
          "body": null,
          "is_bot": false,
          "headline": "Separate layout and OCR models",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-23T19:50:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a284743fe972dcee70d58a77489c72fda32beeb2",
          "body": null,
          "is_bot": false,
          "headline": "Guard around division by 0",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-23T17:19:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e35ceb4b1a59951e53c3f24eba0cc31242e1eb6",
          "body": null,
          "is_bot": false,
          "headline": "Include equations during line detection - Helps expand bad layout boxes",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-22T19:48:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08adc2569962fc67239038c77789919d8680f4ac",
          "body": null,
          "is_bot": false,
          "headline": "Adjust confidences to exclude bad detected lines",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-22T19:43:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3ace59cc0844f4d72fdf199f79912da6bd579aa",
          "body": null,
          "is_bot": true,
          "headline": "@himanshu-josh has signed the CLA in datalab-to/marker#891",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-09-19T09:48:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4e1a681193afc3a1c122fa43df7b9a57fae9a1e",
          "body": "Helps improve about 2% on olmo bench",
          "is_bot": false,
          "headline": "Add flag to support returning tables in HTML when rendering to markdown",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-17T19:35:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eabb23c45940721fa0bae669124903c5f836e047",
          "body": "Due to joint table-layout model, sometimes <table-cell> tags may show\nup in the topk for layout, which will break the lookup from `BlockTypes`\nFiltering to ignore those",
          "is_bot": false,
          "headline": "Minor fix in layout builder when constructing topk",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-17T19:34:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f461623986dce31f82a23d970aa190672e4dde3",
          "body": null,
          "is_bot": false,
          "headline": "Move to integrated layout-foundation model",
          "author_name": "Tarun Menta",
          "author_login": "tarun-menta",
          "committed_at": "2025-09-17T01:26:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d26bf3a59c8683f0bdcea7df1c9ebd13b30a5bbe",
          "body": null,
          "is_bot": false,
          "headline": "Dev",
          "author_name": "Ashish Uppala",
          "author_login": "u-ashish",
          "committed_at": "2025-09-10T19:59:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4ea30f0c5810ce717558445c0fd2e99e4d88537",
          "body": null,
          "is_bot": false,
          "headline": "small copy + readme update",
          "author_name": "Ashish Uppala",
          "author_login": "u-ashish",
          "committed_at": "2025-09-10T19:59:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1af3619d3f78cc1e20042816412960009b5f7b91",
          "body": null,
          "is_bot": false,
          "headline": "Copy + file name fix",
          "author_name": "u-ashish",
          "author_login": "u-ashish",
          "committed_at": "2025-09-10T19:48:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6dfabb2b8cf50958afb324d5e842cee33aeebaeb",
          "body": "Dev",
          "is_bot": false,
          "headline": "Merge pull request #877 from datalab-to/dev",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-09T20:43:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "610e9ee3e21500df28d43c7f33259ceb6d7b9bc1",
          "body": "Vik/quality",
          "is_bot": false,
          "headline": "Merge pull request #876 from datalab-to/vik/quality",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-09T19:38:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27eeb4451ed409fedceaa89d58efdced7f0599bf",
          "body": null,
          "is_bot": false,
          "headline": "Minor fixes",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-09T19:37:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "906627b6f994fe17179776d5a3726eef9c55bdf5",
          "body": null,
          "is_bot": false,
          "headline": "Minor fixes",
          "author_name": "Vik Paruchuri",
          "author_login": "VikParuchuri",
          "committed_at": "2025-09-08T22:19:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "676c6b92c67a436e401151cccbef483ed743aeac",
          "body": "- Add modal deployment example\n- Update README",
          "is_bot": false,
          "headline": "Dev",
          "author_name": "Ashish Uppala",
          "author_login": "u-ashish",
          "committed_at": "2025-09-07T17:04:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51042c1f6f9823aecb6260c28bff6e6780d4b07b",
          "body": null,
          "is_bot": false,
          "headline": "mention on prem",
          "author_name": "u-ashish",
          "author_login": "u-ashish",
          "committed_at": "2025-09-07T17:03:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85a7abeead028e8113712b5e515650b7b09bd654",
          "body": null,
          "is_bot": false,
          "headline": "Add Modal example for marker deployment",
          "author_name": "Ashish Uppala",
          "author_login": "u-ashish",
          "committed_at": "2025-09-05T21:14:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25a6ace29a1cc8c199ea620ab649a526afe41c55",
          "body": null,
          "is_bot": false,
          "headline": "update readme",
          "author_name": "u-ashish",
          "author_login": "u-ashish",
          "committed_at": "2025-09-05T20:55:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 72,
      "commits_last_year": 208,
      "latest_release_at": "2026-07-20T19:41:39Z",
      "latest_release_tag": "v2.0.0",
      "releases_from_tags": false,
      "days_since_last_push": 11,
      "active_weeks_last_year": 32,
      "days_since_latest_release": 11,
      "mean_days_between_releases": 37.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 50,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "marker-pdf",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "markdown",
            "nlp",
            "ocr",
            "pdf"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/marker-pdf/",
          "is_deprecated": false,
          "latest_version": "2.0.0",
          "repository_url": "https://github.com/datalab-to/marker",
          "versions_count": 82,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 521987,
          "first_published_at": "2023-12-19T21:00:21.372043Z",
          "latest_published_at": "2026-07-20T19:41:54.544633Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 11
        }
      ]
    },
    "popularity": {
      "forks": 2693,
      "stars": 38094,
      "watchers": 133,
      "fork_history": {
        "days": [
          {
            "date": "2025-08-11",
            "count": 1
          },
          {
            "date": "2025-08-12",
            "count": 1
          },
          {
            "date": "2025-08-13",
            "count": 5
          },
          {
            "date": "2025-08-14",
            "count": 8
          },
          {
            "date": "2025-08-15",
            "count": 12
          },
          {
            "date": "2025-08-16",
            "count": 2
          },
          {
            "date": "2025-08-18",
            "count": 5
          },
          {
            "date": "2025-08-19",
            "count": 4
          },
          {
            "date": "2025-08-20",
            "count": 1
          },
          {
            "date": "2025-08-21",
            "count": 2
          },
          {
            "date": "2025-08-22",
            "count": 1
          },
          {
            "date": "2025-08-24",
            "count": 3
          },
          {
            "date": "2025-08-25",
            "count": 2
          },
          {
            "date": "2025-08-26",
            "count": 2
          },
          {
            "date": "2025-08-27",
            "count": 1
          },
          {
            "date": "2025-08-28",
            "count": 1
          },
          {
            "date": "2025-08-30",
            "count": 1
          },
          {
            "date": "2025-08-31",
            "count": 3
          },
          {
            "date": "2025-09-01",
            "count": 3
          },
          {
            "date": "2025-09-02",
            "count": 4
          },
          {
            "date": "2025-09-03",
            "count": 2
          },
          {
            "date": "2025-09-04",
            "count": 3
          },
          {
            "date": "2025-09-05",
            "count": 3
          },
          {
            "date": "2025-09-06",
            "count": 4
          },
          {
            "date": "2025-09-07",
            "count": 2
          },
          {
            "date": "2025-09-08",
            "count": 1
          },
          {
            "date": "2025-09-09",
            "count": 3
          },
          {
            "date": "2025-09-10",
            "count": 1
          },
          {
            "date": "2025-09-11",
            "count": 4
          },
          {
            "date": "2025-09-12",
            "count": 3
          },
          {
            "date": "2025-09-13",
            "count": 1
          },
          {
            "date": "2025-09-14",
            "count": 2
          },
          {
            "date": "2025-09-15",
            "count": 3
          },
          {
            "date": "2025-09-16",
            "count": 6
          },
          {
            "date": "2025-09-17",
            "count": 1
          },
          {
            "date": "2025-09-18",
            "count": 4
          },
          {
            "date": "2025-09-19",
            "count": 2
          },
          {
            "date": "2025-09-22",
            "count": 5
          },
          {
            "date": "2025-09-23",
            "count": 3
          },
          {
            "date": "2025-09-25",
            "count": 3
          },
          {
            "date": "2025-09-26",
            "count": 1
          },
          {
            "date": "2025-09-27",
            "count": 2
          },
          {
            "date": "2025-09-28",
            "count": 3
          },
          {
            "date": "2025-09-30",
            "count": 1
          },
          {
            "date": "2025-10-01",
            "count": 1
          },
          {
            "date": "2025-10-02",
            "count": 2
          },
          {
            "date": "2025-10-03",
            "count": 2
          },
          {
            "date": "2025-10-04",
            "count": 1
          },
          {
            "date": "2025-10-07",
            "count": 3
          },
          {
            "date": "2025-10-08",
            "count": 2
          },
          {
            "date": "2025-10-09",
            "count": 1
          },
          {
            "date": "2025-10-10",
            "count": 5
          },
          {
            "date": "2025-10-11",
            "count": 5
          },
          {
            "date": "2025-10-12",
            "count": 4
          },
          {
            "date": "2025-10-13",
            "count": 1
          },
          {
            "date": "2025-10-14",
            "count": 4
          },
          {
            "date": "2025-10-15",
            "count": 5
          },
          {
            "date": "2025-10-16",
            "count": 1
          },
          {
            "date": "2025-10-18",
            "count": 1
          },
          {
            "date": "2025-10-19",
            "count": 2
          },
          {
            "date": "2025-10-20",
            "count": 3
          },
          {
            "date": "2025-10-21",
            "count": 4
          },
          {
            "date": "2025-10-22",
            "count": 2
          },
          {
            "date": "2025-10-23",
            "count": 2
          },
          {
            "date": "2025-10-24",
            "count": 3
          },
          {
            "date": "2025-10-25",
            "count": 4
          },
          {
            "date": "2025-10-26",
            "count": 2
          },
          {
            "date": "2025-10-27",
            "count": 1
          },
          {
            "date": "2025-10-28",
            "count": 1
          },
          {
            "date": "2025-10-29",
            "count": 5
          },
          {
            "date": "2025-10-30",
            "count": 3
          },
          {
            "date": "2025-11-01",
            "count": 4
          },
          {
            "date": "2025-11-02",
            "count": 3
          },
          {
            "date": "2025-11-03",
            "count": 4
          },
          {
            "date": "2025-11-04",
            "count": 1
          },
          {
            "date": "2025-11-05",
            "count": 2
          },
          {
            "date": "2025-11-06",
            "count": 4
          },
          {
            "date": "2025-11-07",
            "count": 2
          },
          {
            "date": "2025-11-08",
            "count": 1
          },
          {
            "date": "2025-11-10",
            "count": 4
          },
          {
            "date": "2025-11-11",
            "count": 2
          },
          {
            "date": "2025-11-12",
            "count": 1
          },
          {
            "date": "2025-11-13",
            "count": 2
          },
          {
            "date": "2025-11-14",
            "count": 2
          },
          {
            "date": "2025-11-15",
            "count": 2
          },
          {
            "date": "2025-11-16",
            "count": 4
          },
          {
            "date": "2025-11-17",
            "count": 3
          },
          {
            "date": "2025-11-18",
            "count": 1
          },
          {
            "date": "2025-11-19",
            "count": 2
          },
          {
            "date": "2025-11-21",
            "count": 2
          },
          {
            "date": "2025-11-22",
            "count": 1
          },
          {
            "date": "2025-11-23",
            "count": 3
          },
          {
            "date": "2025-11-24",
            "count": 2
          },
          {
            "date": "2025-11-25",
            "count": 2
          },
          {
            "date": "2025-11-26",
            "count": 1
          },
          {
            "date": "2025-11-27",
            "count": 2
          },
          {
            "date": "2025-11-28",
            "count": 3
          },
          {
            "date": "2025-11-30",
            "count": 1
          },
          {
            "date": "2025-12-01",
            "count": 1
          },
          {
            "date": "2025-12-02",
            "count": 2
          },
          {
            "date": "2025-12-03",
            "count": 4
          },
          {
            "date": "2025-12-04",
            "count": 1
          },
          {
            "date": "2025-12-05",
            "count": 1
          },
          {
            "date": "2025-12-07",
            "count": 1
          },
          {
            "date": "2025-12-08",
            "count": 1
          },
          {
            "date": "2025-12-09",
            "count": 5
          },
          {
            "date": "2025-12-10",
            "count": 1
          },
          {
            "date": "2025-12-11",
            "count": 1
          },
          {
            "date": "2025-12-12",
            "count": 1
          },
          {
            "date": "2025-12-13",
            "count": 1
          },
          {
            "date": "2025-12-14",
            "count": 1
          },
          {
            "date": "2025-12-16",
            "count": 1
          },
          {
            "date": "2025-12-17",
            "count": 4
          },
          {
            "date": "2025-12-18",
            "count": 5
          },
          {
            "date": "2025-12-19",
            "count": 4
          },
          {
            "date": "2025-12-20",
            "count": 5
          },
          {
            "date": "2025-12-21",
            "count": 1
          },
          {
            "date": "2025-12-22",
            "count": 3
          },
          {
            "date": "2025-12-23",
            "count": 1
          },
          {
            "date": "2025-12-24",
            "count": 2
          },
          {
            "date": "2025-12-25",
            "count": 2
          },
          {
            "date": "2025-12-26",
            "count": 3
          },
          {
            "date": "2025-12-28",
            "count": 1
          },
          {
            "date": "2025-12-29",
            "count": 4
          },
          {
            "date": "2025-12-30",
            "count": 4
          },
          {
            "date": "2025-12-31",
            "count": 2
          },
          {
            "date": "2026-01-02",
            "count": 1
          },
          {
            "date": "2026-01-04",
            "count": 1
          },
          {
            "date": "2026-01-05",
            "count": 4
          },
          {
            "date": "2026-01-06",
            "count": 1
          },
          {
            "date": "2026-01-07",
            "count": 2
          },
          {
            "date": "2026-01-08",
            "count": 3
          },
          {
            "date": "2026-01-09",
            "count": 1
          },
          {
            "date": "2026-01-10",
            "count": 1
          },
          {
            "date": "2026-01-11",
            "count": 2
          },
          {
            "date": "2026-01-12",
            "count": 1
          },
          {
            "date": "2026-01-14",
            "count": 4
          },
          {
            "date": "2026-01-15",
            "count": 5
          },
          {
            "date": "2026-01-16",
            "count": 3
          },
          {
            "date": "2026-01-17",
            "count": 2
          },
          {
            "date": "2026-01-18",
            "count": 1
          },
          {
            "date": "2026-01-19",
            "count": 3
          },
          {
            "date": "2026-01-20",
            "count": 4
          },
          {
            "date": "2026-01-21",
            "count": 2
          },
          {
            "date": "2026-01-22",
            "count": 1
          },
          {
            "date": "2026-01-23",
            "count": 4
          },
          {
            "date": "2026-01-24",
            "count": 2
          },
          {
            "date": "2026-01-25",
            "count": 2
          },
          {
            "date": "2026-01-26",
            "count": 2
          },
          {
            "date": "2026-01-27",
            "count": 1
          },
          {
            "date": "2026-01-28",
            "count": 1
          },
          {
            "date": "2026-01-29",
            "count": 2
          },
          {
            "date": "2026-01-30",
            "count": 3
          },
          {
            "date": "2026-01-31",
            "count": 3
          },
          {
            "date": "2026-02-01",
            "count": 1
          },
          {
            "date": "2026-02-03",
            "count": 3
          },
          {
            "date": "2026-02-04",
            "count": 1
          },
          {
            "date": "2026-02-05",
            "count": 2
          },
          {
            "date": "2026-02-06",
            "count": 2
          },
          {
            "date": "2026-02-07",
            "count": 2
          },
          {
            "date": "2026-02-08",
            "count": 3
          },
          {
            "date": "2026-02-09",
            "count": 3
          },
          {
            "date": "2026-02-10",
            "count": 3
          },
          {
            "date": "2026-02-11",
            "count": 3
          },
          {
            "date": "2026-02-12",
            "count": 1
          },
          {
            "date": "2026-02-13",
            "count": 1
          },
          {
            "date": "2026-02-14",
            "count": 2
          },
          {
            "date": "2026-02-15",
            "count": 2
          },
          {
            "date": "2026-02-16",
            "count": 1
          },
          {
            "date": "2026-02-17",
            "count": 2
          },
          {
            "date": "2026-02-18",
            "count": 2
          },
          {
            "date": "2026-02-19",
            "count": 2
          },
          {
            "date": "2026-02-20",
            "count": 1
          },
          {
            "date": "2026-02-22",
            "count": 3
          },
          {
            "date": "2026-02-23",
            "count": 1
          },
          {
            "date": "2026-02-24",
            "count": 3
          },
          {
            "date": "2026-02-25",
            "count": 4
          },
          {
            "date": "2026-02-26",
            "count": 4
          },
          {
            "date": "2026-02-27",
            "count": 4
          },
          {
            "date": "2026-03-01",
            "count": 4
          },
          {
            "date": "2026-03-02",
            "count": 1
          },
          {
            "date": "2026-03-03",
            "count": 3
          },
          {
            "date": "2026-03-04",
            "count": 3
          },
          {
            "date": "2026-03-05",
            "count": 3
          },
          {
            "date": "2026-03-06",
            "count": 5
          },
          {
            "date": "2026-03-08",
            "count": 2
          },
          {
            "date": "2026-03-09",
            "count": 4
          },
          {
            "date": "2026-03-10",
            "count": 7
          },
          {
            "date": "2026-03-11",
            "count": 4
          },
          {
            "date": "2026-03-12",
            "count": 3
          },
          {
            "date": "2026-03-13",
            "count": 7
          },
          {
            "date": "2026-03-14",
            "count": 2
          },
          {
            "date": "2026-03-15",
            "count": 1
          },
          {
            "date": "2026-03-16",
            "count": 13
          },
          {
            "date": "2026-03-17",
            "count": 5
          },
          {
            "date": "2026-03-18",
            "count": 5
          },
          {
            "date": "2026-03-19",
            "count": 2
          },
          {
            "date": "2026-03-20",
            "count": 1
          },
          {
            "date": "2026-03-21",
            "count": 3
          },
          {
            "date": "2026-03-22",
            "count": 2
          },
          {
            "date": "2026-03-23",
            "count": 2
          },
          {
            "date": "2026-03-24",
            "count": 3
          },
          {
            "date": "2026-03-25",
            "count": 2
          },
          {
            "date": "2026-03-26",
            "count": 1
          },
          {
            "date": "2026-03-27",
            "count": 1
          },
          {
            "date": "2026-03-28",
            "count": 5
          },
          {
            "date": "2026-03-29",
            "count": 3
          },
          {
            "date": "2026-03-30",
            "count": 2
          },
          {
            "date": "2026-03-31",
            "count": 5
          },
          {
            "date": "2026-04-01",
            "count": 4
          },
          {
            "date": "2026-04-02",
            "count": 2
          },
          {
            "date": "2026-04-03",
            "count": 4
          },
          {
            "date": "2026-04-04",
            "count": 2
          },
          {
            "date": "2026-04-05",
            "count": 2
          },
          {
            "date": "2026-04-06",
            "count": 6
          },
          {
            "date": "2026-04-07",
            "count": 4
          },
          {
            "date": "2026-04-08",
            "count": 4
          },
          {
            "date": "2026-04-09",
            "count": 2
          },
          {
            "date": "2026-04-10",
            "count": 5
          },
          {
            "date": "2026-04-11",
            "count": 5
          },
          {
            "date": "2026-04-12",
            "count": 4
          },
          {
            "date": "2026-04-13",
            "count": 3
          },
          {
            "date": "2026-04-14",
            "count": 4
          },
          {
            "date": "2026-04-15",
            "count": 5
          },
          {
            "date": "2026-04-16",
            "count": 2
          },
          {
            "date": "2026-04-17",
            "count": 7
          },
          {
            "date": "2026-04-18",
            "count": 2
          },
          {
            "date": "2026-04-19",
            "count": 4
          },
          {
            "date": "2026-04-20",
            "count": 3
          },
          {
            "date": "2026-04-21",
            "count": 7
          },
          {
            "date": "2026-04-22",
            "count": 4
          },
          {
            "date": "2026-04-23",
            "count": 4
          },
          {
            "date": "2026-04-24",
            "count": 4
          },
          {
            "date": "2026-04-25",
            "count": 3
          },
          {
            "date": "2026-04-26",
            "count": 4
          },
          {
            "date": "2026-04-27",
            "count": 3
          },
          {
            "date": "2026-04-28",
            "count": 4
          },
          {
            "date": "2026-04-29",
            "count": 1
          },
          {
            "date": "2026-04-30",
            "count": 5
          },
          {
            "date": "2026-05-01",
            "count": 2
          },
          {
            "date": "2026-05-02",
            "count": 9
          },
          {
            "date": "2026-05-03",
            "count": 1
          },
          {
            "date": "2026-05-04",
            "count": 4
          },
          {
            "date": "2026-05-05",
            "count": 1
          },
          {
            "date": "2026-05-06",
            "count": 2
          },
          {
            "date": "2026-05-07",
            "count": 6
          },
          {
            "date": "2026-05-08",
            "count": 5
          },
          {
            "date": "2026-05-09",
            "count": 4
          },
          {
            "date": "2026-05-10",
            "count": 5
          },
          {
            "date": "2026-05-11",
            "count": 3
          },
          {
            "date": "2026-05-13",
            "count": 7
          },
          {
            "date": "2026-05-14",
            "count": 5
          },
          {
            "date": "2026-05-15",
            "count": 1
          },
          {
            "date": "2026-05-16",
            "count": 3
          },
          {
            "date": "2026-05-17",
            "count": 2
          },
          {
            "date": "2026-05-18",
            "count": 1
          },
          {
            "date": "2026-05-19",
            "count": 1
          },
          {
            "date": "2026-05-20",
            "count": 4
          },
          {
            "date": "2026-05-21",
            "count": 1
          },
          {
            "date": "2026-05-22",
            "count": 5
          },
          {
            "date": "2026-05-23",
            "count": 1
          },
          {
            "date": "2026-05-24",
            "count": 2
          },
          {
            "date": "2026-05-25",
            "count": 1
          },
          {
            "date": "2026-05-27",
            "count": 4
          },
          {
            "date": "2026-05-29",
            "count": 4
          },
          {
            "date": "2026-05-30",
            "count": 2
          },
          {
            "date": "2026-05-31",
            "count": 2
          },
          {
            "date": "2026-06-01",
            "count": 2
          },
          {
            "date": "2026-06-02",
            "count": 3
          },
          {
            "date": "2026-06-03",
            "count": 6
          },
          {
            "date": "2026-06-04",
            "count": 5
          },
          {
            "date": "2026-06-05",
            "count": 1
          },
          {
            "date": "2026-06-06",
            "count": 2
          },
          {
            "date": "2026-06-08",
            "count": 2
          },
          {
            "date": "2026-06-09",
            "count": 3
          },
          {
            "date": "2026-06-10",
            "count": 2
          },
          {
            "date": "2026-06-11",
            "count": 3
          },
          {
            "date": "2026-06-12",
            "count": 1
          },
          {
            "date": "2026-06-13",
            "count": 4
          },
          {
            "date": "2026-06-15",
            "count": 1
          },
          {
            "date": "2026-06-16",
            "count": 3
          },
          {
            "date": "2026-06-17",
            "count": 6
          },
          {
            "date": "2026-06-18",
            "count": 2
          },
          {
            "date": "2026-06-19",
            "count": 3
          },
          {
            "date": "2026-06-22",
            "count": 5
          },
          {
            "date": "2026-06-23",
            "count": 3
          },
          {
            "date": "2026-06-24",
            "count": 3
          },
          {
            "date": "2026-06-25",
            "count": 5
          },
          {
            "date": "2026-06-26",
            "count": 6
          },
          {
            "date": "2026-06-27",
            "count": 8
          },
          {
            "date": "2026-06-28",
            "count": 5
          },
          {
            "date": "2026-06-29",
            "count": 10
          },
          {
            "date": "2026-06-30",
            "count": 7
          },
          {
            "date": "2026-07-01",
            "count": 25
          },
          {
            "date": "2026-07-02",
            "count": 10
          },
          {
            "date": "2026-07-03",
            "count": 11
          },
          {
            "date": "2026-07-04",
            "count": 5
          },
          {
            "date": "2026-07-05",
            "count": 3
          },
          {
            "date": "2026-07-06",
            "count": 4
          },
          {
            "date": "2026-07-07",
            "count": 1
          },
          {
            "date": "2026-07-08",
            "count": 11
          },
          {
            "date": "2026-07-09",
            "count": 3
          },
          {
            "date": "2026-07-10",
            "count": 4
          },
          {
            "date": "2026-07-11",
            "count": 6
          },
          {
            "date": "2026-07-12",
            "count": 1
          },
          {
            "date": "2026-07-13",
            "count": 4
          },
          {
            "date": "2026-07-14",
            "count": 3
          },
          {
            "date": "2026-07-15",
            "count": 4
          },
          {
            "date": "2026-07-16",
            "count": 4
          },
          {
            "date": "2026-07-17",
            "count": 3
          },
          {
            "date": "2026-07-18",
            "count": 1
          },
          {
            "date": "2026-07-19",
            "count": 2
          },
          {
            "date": "2026-07-20",
            "count": 2
          },
          {
            "date": "2026-07-21",
            "count": 1
          },
          {
            "date": "2026-07-22",
            "count": 2
          },
          {
            "date": "2026-07-23",
            "count": 4
          },
          {
            "date": "2026-07-24",
            "count": 3
          },
          {
            "date": "2026-07-25",
            "count": 4
          },
          {
            "date": "2026-07-26",
            "count": 5
          },
          {
            "date": "2026-07-27",
            "count": 9
          },
          {
            "date": "2026-07-28",
            "count": 6
          },
          {
            "date": "2026-07-29",
            "count": 6
          },
          {
            "date": "2026-07-30",
            "count": 1
          },
          {
            "date": "2026-07-31",
            "count": 7
          },
          {
            "date": "2026-08-01",
            "count": 2
          }
        ],
        "complete": false,
        "collected": 1000,
        "total_forks": 2693
      },
      "star_history": null,
      "open_issues_and_prs": 440
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 21129,
      "source_files_sampled": 172,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [
          {
            "name": "pillow",
            "direct": true,
            "version": "10.4.0",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-45hq-cxwh-f6vc",
              "GHSA-4x4j-2g7c-83w6",
              "GHSA-5x94-69rx-g8h2",
              "GHSA-62p4-gmf7-7g93",
              "GHSA-6r8x-57c9-28j4",
              "GHSA-8v84-f9pq-wr9x",
              "GHSA-9hw9-ch79-4vh6",
              "GHSA-cfh3-3jmp-rvhc",
              "GHSA-fj7v-r99m-22gq",
              "GHSA-jjj6-mw9f-p565"
            ],
            "fixed_version": "12.3.0",
            "advisory_count": 34,
            "oldest_advisory_days": 170
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "critical": 1
        },
        "advisory_count": 34,
        "affected_count": 1,
        "assessed_count": 74,
        "malicious_count": 0,
        "assessed_package": "pypi:marker-pdf@2.0.0",
        "unassessed_count": 0,
        "direct_affected_count": 1
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "pillow",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=10.1.0,<11"
        },
        {
          "name": "pydantic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.4.2,<3"
        },
        {
          "name": "pydantic-settings",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0.3,<3"
        },
        {
          "name": "transformers",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.12.1,<6"
        },
        {
          "name": "python-dotenv",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0.0,<2"
        },
        {
          "name": "torch",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.7.0,<3"
        },
        {
          "name": "psutil",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=7.0.0,<8"
        },
        {
          "name": "tqdm",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.66.1,<5"
        },
        {
          "name": "ftfy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.1.1,<7"
        },
        {
          "name": "rapidfuzz",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.8.1,<4"
        },
        {
          "name": "surya-ocr",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.22.1,<0.23.0"
        },
        {
          "name": "regex",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2024.4.28"
        },
        {
          "name": "pdftext",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.7.0,<0.8.0"
        },
        {
          "name": "markdownify",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.1.0,<2"
        },
        {
          "name": "click",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=8.2.0,<9"
        },
        {
          "name": "markdown2",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.5.2,<3"
        },
        {
          "name": "filetype",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.2.0,<2"
        },
        {
          "name": "google-genai",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.40.0,<3"
        },
        {
          "name": "anthropic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.69.0,<1"
        },
        {
          "name": "openai",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.2.0,<3"
        },
        {
          "name": "scikit-learn",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.6.1,<2"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "anthropic",
            "direct": true,
            "version": "0.117.0",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": true,
            "version": "8.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "filetype",
            "direct": true,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ftfy",
            "direct": true,
            "version": "6.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-genai",
            "direct": true,
            "version": "2.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown2",
            "direct": true,
            "version": "2.5.5",
            "ecosystem": "pypi"
          },
          {
            "name": "markdownify",
            "direct": true,
            "version": "1.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": true,
            "version": "2.46.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pdftext",
            "direct": true,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": true,
            "version": "10.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": true,
            "version": "7.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-settings",
            "direct": true,
            "version": "2.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": true,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rapidfuzz",
            "direct": true,
            "version": "3.14.5",
            "ecosystem": "pypi"
          },
          {
            "name": "regex",
            "direct": true,
            "version": "2026.7.19",
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-learn",
            "direct": true,
            "version": "1.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-learn",
            "direct": true,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "surya-ocr",
            "direct": true,
            "version": "0.22.1",
            "ecosystem": "pypi"
          },
          {
            "name": "torch",
            "direct": true,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": true,
            "version": "4.69.0",
            "ecosystem": "pypi"
          },
          {
            "name": "transformers",
            "direct": true,
            "version": "5.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "altair",
            "direct": false,
            "version": "6.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "appnope",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "apted",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "argon2-cffi",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "argon2-cffi-bindings",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "arrow",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "asttokens",
            "direct": false,
            "version": "3.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "async-lru",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "babel",
            "direct": false,
            "version": "2.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "bleach",
            "direct": false,
            "version": "6.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "blinker",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "brotli",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "brotlicffi",
            "direct": false,
            "version": "1.2.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cachetools",
            "direct": false,
            "version": "7.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.6.17",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cfgv",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.9",
            "ecosystem": "pypi"
          },
          {
            "name": "cobble",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "comm",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "49.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cssselect2",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cuda-bindings",
            "direct": false,
            "version": "13.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cuda-pathfinder",
            "direct": false,
            "version": "1.5.6",
            "ecosystem": "pypi"
          },
          {
            "name": "cuda-toolkit",
            "direct": false,
            "version": "13.0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "datasets",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "debugpy",
            "direct": false,
            "version": "1.8.21",
            "ecosystem": "pypi"
          },
          {
            "name": "decorator",
            "direct": false,
            "version": "5.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "defusedxml",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distance",
            "direct": false,
            "version": "0.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "distlib",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": false,
            "version": "0.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ebooklib",
            "direct": false,
            "version": "0.18",
            "ecosystem": "pypi"
          },
          {
            "name": "et-xmlfile",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "executing",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": false,
            "version": "0.139.2",
            "ecosystem": "pypi"
          },
          {
            "name": "fastjsonschema",
            "direct": false,
            "version": "2.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.31.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.63.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fqdn",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": false,
            "version": "2026.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gitdb",
            "direct": false,
            "version": "4.0.12",
            "ecosystem": "pypi"
          },
          {
            "name": "gitpython",
            "direct": false,
            "version": "3.1.53",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.55.2",
            "ecosystem": "pypi"
          },
          {
            "name": "greenlet",
            "direct": false,
            "version": "3.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hf-xet",
            "direct": false,
            "version": "1.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httptools",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "huggingface-hub",
            "direct": false,
            "version": "1.24.0",
            "ecosystem": "pypi"
          },
          {
            "name": "identify",
            "direct": false,
            "version": "2.6.19",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.18",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipykernel",
            "direct": false,
            "version": "7.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "8.39.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "9.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython-pygments-lexers",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ipywidgets",
            "direct": false,
            "version": "8.1.8",
            "ecosystem": "pypi"
          },
          {
            "name": "isoduration",
            "direct": false,
            "version": "20.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "itsdangerous",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jedi",
            "direct": false,
            "version": "0.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "joblib",
            "direct": false,
            "version": "1.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "json5",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpointer",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-builder",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-client",
            "direct": false,
            "version": "8.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-console",
            "direct": false,
            "version": "6.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-core",
            "direct": false,
            "version": "5.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-events",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-lsp",
            "direct": false,
            "version": "2.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-server",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-server-terminals",
            "direct": false,
            "version": "0.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab",
            "direct": false,
            "version": "4.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-pygments",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-server",
            "direct": false,
            "version": "2.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-widgets",
            "direct": false,
            "version": "3.0.16",
            "ecosystem": "pypi"
          },
          {
            "name": "lark",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "latex2mathml",
            "direct": false,
            "version": "3.81.0",
            "ecosystem": "pypi"
          },
          {
            "name": "lxml",
            "direct": false,
            "version": "5.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mammoth",
            "direct": false,
            "version": "1.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "marker-pdf",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib-inline",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mistune",
            "direct": false,
            "version": "3.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "mpmath",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "multiprocess",
            "direct": false,
            "version": "0.70.19",
            "ecosystem": "pypi"
          },
          {
            "name": "narwhals",
            "direct": false,
            "version": "2.24.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nbclient",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nbconvert",
            "direct": false,
            "version": "7.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nbformat",
            "direct": false,
            "version": "5.10.4",
            "ecosystem": "pypi"
          },
          {
            "name": "nest-asyncio2",
            "direct": false,
            "version": "1.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "networkx",
            "direct": false,
            "version": "3.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "networkx",
            "direct": false,
            "version": "3.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "notebook",
            "direct": false,
            "version": "7.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "notebook-shim",
            "direct": false,
            "version": "0.2.4",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cublas",
            "direct": false,
            "version": "13.1.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-cupti",
            "direct": false,
            "version": "13.0.85",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-nvrtc",
            "direct": false,
            "version": "13.0.88",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-runtime",
            "direct": false,
            "version": "13.0.96",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cudnn-cu13",
            "direct": false,
            "version": "9.20.0.48",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cufft",
            "direct": false,
            "version": "12.0.0.61",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cufile",
            "direct": false,
            "version": "1.15.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-curand",
            "direct": false,
            "version": "10.4.0.35",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cusolver",
            "direct": false,
            "version": "12.0.4.66",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cusparse",
            "direct": false,
            "version": "12.6.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cusparselt-cu13",
            "direct": false,
            "version": "0.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nccl-cu13",
            "direct": false,
            "version": "2.29.7",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nvjitlink",
            "direct": false,
            "version": "13.3.33",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nvshmem-cu13",
            "direct": false,
            "version": "3.4.5",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nvtx",
            "direct": false,
            "version": "13.0.85",
            "ecosystem": "pypi"
          },
          {
            "name": "opencv-python-headless",
            "direct": false,
            "version": "4.11.0.86",
            "ecosystem": "pypi"
          },
          {
            "name": "openpyxl",
            "direct": false,
            "version": "3.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "overrides",
            "direct": false,
            "version": "7.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "2.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pandocfilters",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "parso",
            "direct": false,
            "version": "0.8.7",
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": false,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "playwright",
            "direct": false,
            "version": "1.61.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prometheus-client",
            "direct": false,
            "version": "0.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.52",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "7.35.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ptyprocess",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pure-eval",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "24.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydeck",
            "direct": false,
            "version": "0.9.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pydyf",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyee",
            "direct": false,
            "version": "13.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pypdfium2",
            "direct": false,
            "version": "5.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyphen",
            "direct": false,
            "version": "0.17.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-mock",
            "direct": false,
            "version": "3.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-discovery",
            "direct": false,
            "version": "1.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "python-json-logger",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.32",
            "ecosystem": "pypi"
          },
          {
            "name": "python-pptx",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pywinpty",
            "direct": false,
            "version": "3.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyzmq",
            "direct": false,
            "version": "27.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3339-validator",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3986-validator",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3987-syntax",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "15.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "2026.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "safetensors",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.15.3",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "send2trash",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": "83.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "smmap",
            "direct": false,
            "version": "5.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.9",
            "ecosystem": "pypi"
          },
          {
            "name": "stack-data",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit",
            "direct": false,
            "version": "1.59.2",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit-ace",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sympy",
            "direct": false,
            "version": "1.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tabulate",
            "direct": false,
            "version": "0.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": "9.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "terminado",
            "direct": false,
            "version": "0.18.1",
            "ecosystem": "pypi"
          },
          {
            "name": "threadpoolctl",
            "direct": false,
            "version": "3.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tinycss2",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tinyhtml5",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tokenizers",
            "direct": false,
            "version": "0.22.2",
            "ecosystem": "pypi"
          },
          {
            "name": "toml",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "torchvision",
            "direct": false,
            "version": "0.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tornado",
            "direct": false,
            "version": "6.5.7",
            "ecosystem": "pypi"
          },
          {
            "name": "traitlets",
            "direct": false,
            "version": "5.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "triton",
            "direct": false,
            "version": "3.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": false,
            "version": "0.27.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2026.3",
            "ecosystem": "pypi"
          },
          {
            "name": "uri-template",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": "0.51.0",
            "ecosystem": "pypi"
          },
          {
            "name": "virtualenv",
            "direct": false,
            "version": "21.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "watchdog",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "weasyprint",
            "direct": false,
            "version": "63.1",
            "ecosystem": "pypi"
          },
          {
            "name": "webcolors",
            "direct": false,
            "version": "25.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "webencodings",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "websocket-client",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "16.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "widgetsnbextension",
            "direct": false,
            "version": "4.0.15",
            "ecosystem": "pypi"
          },
          {
            "name": "xlsxwriter",
            "direct": false,
            "version": "3.2.9",
            "ecosystem": "pypi"
          },
          {
            "name": "xxhash",
            "direct": false,
            "version": "3.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.24.5",
            "ecosystem": "pypi"
          },
          {
            "name": "zopfli",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 257,
        "direct_count": 22,
        "indirect_count": 235
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 79,
        "merged_prs": 233,
        "open_issues": 361,
        "closed_ratio": 0.473,
        "closed_issues": 324,
        "closed_unmerged_prs": 57
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "VikParuchuri",
          "commits": 790,
          "avatar_url": "https://avatars.githubusercontent.com/u/913340?v=4"
        },
        {
          "type": "User",
          "login": "iammosespaulr",
          "commits": 264,
          "avatar_url": "https://avatars.githubusercontent.com/u/28682735?v=4"
        },
        {
          "type": "User",
          "login": "tarun-menta",
          "commits": 187,
          "avatar_url": "https://avatars.githubusercontent.com/u/66506307?v=4"
        },
        {
          "type": "User",
          "login": "u-ashish",
          "commits": 23,
          "avatar_url": "https://avatars.githubusercontent.com/u/14264791?v=4"
        },
        {
          "type": "User",
          "login": "zanussbaum",
          "commits": 14,
          "avatar_url": "https://avatars.githubusercontent.com/u/33707069?v=4"
        },
        {
          "type": "User",
          "login": "MauritsBrinkman",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/153435669?v=4"
        },
        {
          "type": "User",
          "login": "runarmod",
          "commits": 6,
          "avatar_url": "https://avatars.githubusercontent.com/u/40912933?v=4"
        },
        {
          "type": "User",
          "login": "voberoi",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/26339?v=4"
        },
        {
          "type": "User",
          "login": "conjuncts",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/67614673?v=4"
        },
        {
          "type": "User",
          "login": "ArnoKlein",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/64474825?v=4"
        }
      ],
      "contributors_sampled": 26,
      "top_contributor_share": 0.599
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yml",
        "cla.yml",
        "publish.yml",
        "scripts.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/4 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 3 contributing companies or organizations -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "29 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "6ea35fe17444db337cfcba42e13710daf4807cbc",
        "ran_at": "2026-08-01T10:54:10Z",
        "aggregate_score": 3.8,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-30T07:54:33Z",
      "oldest_open_prs": [
        {
          "number": 9,
          "created_at": "2023-12-01T12:43:31Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 52,
          "created_at": "2023-12-27T14:52:04Z",
          "last_comment_at": "2024-03-12T17:37:44Z",
          "last_comment_author": "catalystK"
        },
        {
          "number": 61,
          "created_at": "2024-01-06T00:33:45Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 65,
          "created_at": "2024-01-13T04:03:04Z",
          "last_comment_at": "2024-01-13T18:19:04Z",
          "last_comment_author": "thetrebor"
        },
        {
          "number": 71,
          "created_at": "2024-01-22T08:57:17Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 74,
          "created_at": "2024-01-27T14:36:01Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 92,
          "created_at": "2024-03-07T12:11:11Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 93,
          "created_at": "2024-03-10T13:50:48Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 102,
          "created_at": "2024-04-09T03:52:14Z",
          "last_comment_at": "2024-04-15T11:38:53Z",
          "last_comment_author": "STOI123"
        },
        {
          "number": 161,
          "created_at": "2024-06-01T06:12:58Z",
          "last_comment_at": "2024-06-01T08:26:23Z",
          "last_comment_author": "korakot"
        },
        {
          "number": 176,
          "created_at": "2024-06-06T15:33:44Z",
          "last_comment_at": "2024-06-09T13:48:49Z",
          "last_comment_author": "q2333gh"
        },
        {
          "number": 190,
          "created_at": "2024-06-12T10:30:34Z",
          "last_comment_at": "2024-06-13T06:21:11Z",
          "last_comment_author": "itneshkumar"
        },
        {
          "number": 276,
          "created_at": "2024-09-06T06:54:58Z",
          "last_comment_at": "2024-09-06T06:56:25Z",
          "last_comment_author": "conscienceli"
        },
        {
          "number": 278,
          "created_at": "2024-09-07T01:11:57Z",
          "last_comment_at": "2025-08-21T05:59:45Z",
          "last_comment_author": "sabinofornies"
        },
        {
          "number": 431,
          "created_at": "2024-12-19T06:28:21Z",
          "last_comment_at": "2024-12-19T06:29:55Z",
          "last_comment_author": "uson1x"
        },
        {
          "number": 582,
          "created_at": "2025-02-26T01:46:48Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 595,
          "created_at": "2025-03-04T18:12:44Z",
          "last_comment_at": "2025-03-28T03:22:09Z",
          "last_comment_author": "ahmedmoorsy"
        },
        {
          "number": 646,
          "created_at": "2025-04-03T01:14:09Z",
          "last_comment_at": "2025-04-03T01:14:41Z",
          "last_comment_author": "eddiedozier"
        },
        {
          "number": 707,
          "created_at": "2025-05-23T14:13:15Z",
          "last_comment_at": "2025-05-23T14:18:32Z",
          "last_comment_author": "conjuncts"
        },
        {
          "number": 738,
          "created_at": "2025-06-09T07:19:56Z",
          "last_comment_at": "2025-06-09T07:20:09Z",
          "last_comment_author": "github-actions"
        }
      ],
      "last_merged_pr_at": "2026-07-20T23:00:20Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 66,
          "created_at": "2024-01-13T13:53:45Z",
          "last_comment_at": "2024-08-27T04:08:06Z",
          "last_comment_author": "bdevore17"
        },
        {
          "number": 68,
          "created_at": "2024-01-16T03:39:57Z",
          "last_comment_at": "2024-09-14T03:13:02Z",
          "last_comment_author": "SichangHe"
        },
        {
          "number": 69,
          "created_at": "2024-01-16T12:13:38Z",
          "last_comment_at": "2024-01-22T12:36:45Z",
          "last_comment_author": "SantiDianaClibrain"
        },
        {
          "number": 70,
          "created_at": "2024-01-18T00:42:37Z",
          "last_comment_at": "2025-06-11T01:22:46Z",
          "last_comment_author": "xiaoyao9184"
        },
        {
          "number": 84,
          "created_at": "2024-02-05T12:23:39Z",
          "last_comment_at": "2024-02-21T08:56:38Z",
          "last_comment_author": "nunamia"
        },
        {
          "number": 95,
          "created_at": "2024-03-22T14:26:18Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 96,
          "created_at": "2024-03-26T03:44:41Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 104,
          "created_at": "2024-04-29T02:45:18Z",
          "last_comment_at": "2024-06-10T17:20:30Z",
          "last_comment_author": "Chrissi2802"
        },
        {
          "number": 105,
          "created_at": "2024-05-01T14:37:25Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 119,
          "created_at": "2024-05-11T09:24:56Z",
          "last_comment_at": "2024-05-12T02:12:41Z",
          "last_comment_author": "VikParuchuri"
        },
        {
          "number": 123,
          "created_at": "2024-05-13T17:40:50Z",
          "last_comment_at": "2024-06-02T20:47:40Z",
          "last_comment_author": "Volkopat"
        },
        {
          "number": 124,
          "created_at": "2024-05-14T05:34:01Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 127,
          "created_at": "2024-05-16T15:08:48Z",
          "last_comment_at": "2024-05-17T13:05:19Z",
          "last_comment_author": "bjpcjp"
        },
        {
          "number": 132,
          "created_at": "2024-05-20T06:37:45Z",
          "last_comment_at": "2025-08-28T19:59:04Z",
          "last_comment_author": "rjmoggach"
        },
        {
          "number": 134,
          "created_at": "2024-05-21T17:03:35Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 135,
          "created_at": "2024-05-23T11:21:35Z",
          "last_comment_at": "2025-04-22T21:21:37Z",
          "last_comment_author": "attilajam"
        },
        {
          "number": 139,
          "created_at": "2024-05-24T07:44:32Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 141,
          "created_at": "2024-05-24T09:32:52Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 144,
          "created_at": "2024-05-28T09:15:52Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 148,
          "created_at": "2024-05-29T13:17:38Z",
          "last_comment_at": "2024-05-30T02:01:20Z",
          "last_comment_author": "homeant"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/datalab-to/marker",
    "host": "github.com",
    "name": "marker",
    "owner": "datalab-to"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 72,
      "inputs": {
        "security": 44,
        "vitality": 87,
        "community": 80,
        "governance": 62,
        "engineering": 82
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 87,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "commits_last_year": 208,
              "human_commit_share": 0.74,
              "days_since_last_push": 11,
              "active_weeks_last_year": 32
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 11 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 11
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "32/52 weeks with commits",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 32
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "208 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 208
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 72,
              "latest_release_tag": "v2.0.0",
              "releases_from_tags": false,
              "days_since_latest_release": 11,
              "mean_days_between_releases": 37.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "72 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 72
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 11 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 11
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~37.1 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 37.1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 12,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 12 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 80,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "forks": 2693,
              "stars": 38094,
              "watchers": 133,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "38,094 stars",
                "points": 60,
                "status": "met",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 38094
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "2,693 forks",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2693
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "133 watchers",
                "points": 11.8,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 133
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 95,
            "inputs": {
              "packages": [
                "marker-pdf"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 521987
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "521,987 downloads/month across pypi",
                "points": 76.2,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 521987,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 62,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 42,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 26,
              "top_contributor_share": 0.599
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 60% of commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 60
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "26 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 26
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "merged_prs": 233,
              "open_issues": 361,
              "closed_issues": 324,
              "issue_closed_ratio": 0.473,
              "closed_unmerged_prs": 57
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "47% of issues closed",
                "points": 22.1,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 47
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "233/290 decided PRs merged",
                "points": 30.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 233,
                      "decided": 290
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/4 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 63,
            "inputs": {
              "followers": 828,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "datalab-to",
              "public_repos": 12,
              "account_age_days": 736
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "828 followers of datalab-to",
                "points": 21,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 828,
                      "login": "datalab-to"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "12 public repos, account ~2 yr old",
                "points": 12.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 12
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "marker-pdf"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 11
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 11 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 11
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "82 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 82
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 82,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://www.datalab.to",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.datalab.to",
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 44,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 38,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.8
            },
            "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": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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 0/4 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "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 not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "29 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Matched the pypi:marker-pdf@2.0.0 runtime dependency closure — what installing the published package pulls in — 74 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:marker-pdf@2.0.0",
                  "assessed": 74
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 67,
            "inputs": {
              "source": "osv",
              "advisories": 34,
              "affected_packages": 1,
              "assessed_packages": 74,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: pillow 10.4.0 (critical 9.1)",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "pillow 10.4.0 (critical 9.1)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 170 days ago",
                "points": 32.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 170
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 74,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 9
            },
            "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": 37,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 19,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.351,
              "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": "26 of 74 human commits state their intent (structured subject or explanatory body)",
                "points": 18.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 26,
                      "sampled": 74
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 43,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "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": 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": 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": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 21129,
              "source_files_sampled": 172,
              "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": "0/172 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 172,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.14.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-01T10:54:33.485385Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/datalab-to/marker.svg",
  "full_name": "datalab-to/marker",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Registros relacionados

Repositorios inspeccionados que comparten etiquetas de catálogo o ecosistemas con datalab-to/marker. Leer en paralelo →

87Unstructured-IO/unstructuredConvert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.Excelente94run-llama/llama_indexLlamaIndex is the leading document agent and OCR platformExcelente93deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.Excelente90data-privacy-stack/presidioAn open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.Excelente88huggingface/transformers🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. Excelente88langchain-ai/langsmith-sdkLangSmith Client SDK ImplementationsExcelente

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 v1.14.0, esquema v0.27.0 — metodología completa · wiki de métricas.

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