Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 2.3.1 · 2026-07-27 19:37 UTC

activeviam / atoti-notebooks

Notebook gallery and issue tracking for Atoti

Jupyter NotebookApache-2.0★ 229 estrellas⑂ 30 forksdesde mar 2020Ver en GitHub ↗

activeviam/atoti-notebooks tiene un índice de salud de 67 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (74/100) y la más baja, Security (49/100). Se actualizó por última vez hace 31 días. Una sola persona concentra la mayor parte del trabajo reciente.

67
global / 100
Bueno

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.

67
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas 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.

El resultado global ponderado 61 se calibra a 67 en la escala publicada del índice (calibración del registro 2026-08-02).

Titularidad

ActiveViamOrganización
36 seguidores10 repositorios públicosdesde oct 2016

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

Métricas por categoría

Vitalidad

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

53Moderado · 21% del índice global
Cómo se puntúa
18/36Recencia de push — último push hace 31 días
7.6/36Cadencia de commits — 11/52 semanas con commits
10.8/18Volumen de commits — 15 commits en el último año
0/10OpenSSF Scorecard: Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Datos de entrada utilizados
commits_last_year15
human_commit_share0,51
days_since_last_push31
active_weeks_last_year11
Cómo se puntúa
27/27Publica versiones — 19 versiones publicadas
16.2/36Recencia de las versiones — última versión hace 223 días
27/27Cadencia de publicación — una versión cada ~41,3 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count19
latest_release_tagv0.9.11
releases_from_tagsno
days_since_latest_release223
mean_days_between_releases41,3
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?

66Bueno · 17% del índice global
Cómo se puntúa
38.2/60Estrellas — 229 estrellas
12.2/25Forks — 30 forks
6.4/15Observadores — 15 observadores
Datos de entrada utilizados
forks30
stars229
watchers15
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
readme_badges
has_contributing
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_template

Sostenibilidad y Gobernanza

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

60Moderado · 23% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
7.4/22.5Distribución de commits — el principal contribuyente firma el 67% de los commits
12.2/13.5Amplitud de contribuyentes — 9 contribuyentes
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Datos de entrada utilizados
bus_factor1
contributors_sampled9
top_contributor_share0,67
Cómo se puntúa
38/42Resolución de issues — 90% de issues cerradas
23.6/30Aceptación de PR — 174/221 PR decididos fusionados
0/13Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs174
open_issues56
closed_issues531
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,905
closed_unmerged_prs47
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluidos de la puntuación (sin datos o no aplicable): newcomer_pr_acceptance. Los pesos restantes se han renormalizado.
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
11.3/25Alcance del propietario — 36 seguidores de activeviam
19.6/25Trayectoria — 10 repos públicos, cuenta de ~9 años
Datos de entrada utilizados
followers36
owner_typeOrganization
is_verified
owner_loginactiveviam
public_repos10
account_age_days3560

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

74Bueno · 19% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 2 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 26 out of 30 merged PRs checked by a CI test -- score normalized to 8
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

50Moderado
Cómo se puntúa
30/30README
0/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
10/10Topics — 7 topics
0/10Wiki
Datos de entrada utilizados
topicsolap, cube, multidimensional-analysis, data-visualization, pivot-tables, charts, what-if-analysis
has_wikino
homepage
has_readme
has_docs_dirno
has_description

Seguridad

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

49Débil · 16% del índice global
Cómo se puntúa
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — sin datos
2/2.5CI-Tests — 26 out of 30 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
0/7.5Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
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 — 154 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4,4
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, packaging, signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
16/35Dependencias directas libres de avisos conocidos — 1 afectados: pytest 9.0.2 (moderate 6.8)
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
34.2/40Sin avisos pendientes — 1 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 186 días
Datos de entrada utilizados
sourceosv
advisories2
affected_packages1
assessed_packages17
unassessed_packages45
affected_by_severitymoderate 1
direct_affected_packages1
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 17 dependencias resueltas con OSV. 45 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido o fuera de la lista de paquetes informada. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.

62Moderado · 4% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 48 de 51 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,941
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato
11/11Verificación estática de tipos — 03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
8/8Mantenimiento automatizado — 49 de los últimos 100 commits son actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfile
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_config
typecheck_configs03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,49
Cómo se puntúa
27/45Código verificable por tipos — Jupyter Notebook con configuración de verificación de tipos (03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json)
55/55Tamaños de archivo manejables — 0/59 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageJupyter Notebook
largest_source_bytes47.962
source_files_sampled59
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — notebooks
Datos de entrada utilizados
example_dirsnotebooks
has_mcp_signalno
api_schema_files

Datos clave

229estrellas de GitHub
9contribuidores
15commits en los últimos 12 meses
31días desde el último push
19versiones publicadas
1factor bus
56issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'notebooks' from its registry

Más detalle

Historial de estrellas y forks 0 ★ / 30 ⇿
0Estrellas
30Forks
19Versiones

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.

0510152025303022020-112023-082026-04
Mayor 0Menor 1Parche 18

Cada punto abarca 5 días.

OpenSSF Scorecard 4.4 / 10
4.4agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-27 19:36 UTC

9Binary-Artifactsbinaries present in source code
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
8CI-Tests26 out of 30 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
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
0Vulnerabilities154 existing vulnerabilities detected
Dependencias directas 44
RegistroPaqueteRestricción de versiónManifiesto
PyPIboto3>=1.35.36, <2pyproject.toml
PyPIs3fs>=2024.6.1, <2026pyproject.toml
PyPIfsspec>=2024.6.1, <2026pyproject.toml
PyPIwget>=3.2, <4pyproject.toml
PyPItreelib>=1.6.4, <2pyproject.toml
PyPImatplotlib>=3.9.2, <4pyproject.toml
PyPIpraw>=7.7.0, <8pyproject.toml
PyPIseaborn>=0.13.2, <1pyproject.toml
PyPIstatsmodels>=0.14.4, <1pyproject.toml
PyPIimblearn>=0.0, <1pyproject.toml
PyPIipywidgets>=8.1.5, <9pyproject.toml
PyPIopenpyxl>=3.1.5, <4pyproject.toml
PyPIhaversine>=2.8.0, <3pyproject.toml
PyPIwatchdog>=5.0.3, <7pyproject.toml
PyPIquantlib>=1.36, <2pyproject.toml
PyPIkafka-python>=2.0.2, <3pyproject.toml
PyPIxgboost>=2.1.1, <4pyproject.toml
PyPInatsort>=8.3.1, <9pyproject.toml
PyPItabulate>=0.9.0, <1pyproject.toml
PyPIorjson>=3.10.7, <4pyproject.toml
PyPIlxml>=5.3.0, <7pyproject.toml
PyPIhtml5lib>=1.1, <2pyproject.toml
PyPIyfinance>=0.2.44, <2pyproject.toml
PyPIpyopls>=20.3.post1, <21pyproject.toml
PyPInltk>=3.9.1, <4pyproject.toml
PyPItextblob>=0.18.0, <1pyproject.toml
PyPIllvmlite>=0.43.0, <1pyproject.toml
PyPIprotobuf>=5.28.2, <7pyproject.toml
PyPIscikit-learn>=1.5.2, <2pyproject.toml
PyPIfolium>=0.17.0, <1pyproject.toml
PyPIatoti==0.9.11pyproject.toml
PyPIpandas== 2.3.3pyproject.toml
PyPIjupyterlab>= 4.3.5, <5pyproject.toml
PyPIruff>=0.6.9, <1pyproject.toml
PyPImemory-profiler>=0.61.0pyproject.toml
PyPIjupyter-resource-usage>=1.1.0pyproject.toml
PyPIpytest== 9.0.2pyproject.toml
PyPIpytest-html== 4.1.1pyproject.toml
PyPIpytest-xdist== 3.8.0pyproject.toml
PyPInbdime== 4.0.2pyproject.toml
PyPInbmake== 1.5.5pyproject.toml
PyPIpre-commit== 4.5.1pyproject.toml
PyPIplaywright== 1.57.0pyproject.toml
PyPIpyportfolioopt== 1.5.6pyproject.toml
Todas las dependencias 62

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 44 paquetes directos y 18 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIatotidirecta
PyPIboto3directa
PyPIfoliumdirecta
PyPIfsspecdirecta
PyPIhaversinedirecta
PyPIhtml5libdirecta
PyPIimblearndirecta
PyPIipywidgetsdirecta
PyPIjupyter-resource-usagedirecta
PyPIjupyterlabdirecta
PyPIkafka-pythondirecta
PyPIllvmlitedirecta
PyPIlxmldirecta
PyPImatplotlibdirecta
PyPImemory-profilerdirecta
PyPInatsortdirecta
PyPInbdime4.0.2directa
PyPInbmake1.5.5directa
PyPInltkdirecta
PyPIopenpyxldirecta
PyPIorjsondirecta
PyPIpandas2.3.3directa
PyPIplaywright1.57.0directa
PyPIprawdirecta
PyPIpre-commit4.5.1directa
PyPIprotobufdirecta
PyPIpyoplsdirecta
PyPIpyportfolioopt1.5.6directa
PyPIpytest9.0.2directa
PyPIpytest-html4.1.1directa
PyPIpytest-xdist3.8.0directa
PyPIquantlibdirecta
PyPIruffdirecta
PyPIs3fsdirecta
PyPIscikit-learndirecta
PyPIseaborndirecta
PyPIstatsmodelsdirecta
PyPItabulatedirecta
PyPItextblobdirecta
PyPItreelibdirecta
PyPIwatchdogdirecta
PyPIwgetdirecta
PyPIxgboostdirecta
PyPIyfinancedirecta
npm@activeviam/activeui-scripts5.1.3indirecta
npm@activeviam/activeui-scripts5.1.7indirecta
npm@activeviam/activeui-sdk5.1.3indirecta
npm@activeviam/activeui-sdk5.1.7indirecta
npm@activeviam/browserslist-config-activeui5.1.3indirecta
npm@activeviam/browserslist-config-activeui5.1.7indirecta
npm@activeviam/sandbox-clients5.1.3indirecta
npm@activeviam/sandbox-clients5.1.7indirecta
npm@parcel/css^1.5.0indirecta
npm@rehooks/component-size^1.0.3indirecta
npm@types/node^16.11.26indirecta
npm@types/react^18.0.26indirecta
npmantd^5.1.0indirecta
npmaxios^0.30.0indirecta
npmlodash^4.17.15indirecta
npmpapaparse^5.4.1indirecta
npmreact^18.0.0indirecta
npmtypescript^4.8.4indirecta
Avisos de dependencias 1

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 17 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 1 tienen avisos conocidos, de los cuales 1 son directas. 45 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
pytest9.0.2directamoderada29.0.3

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

Informe JSON sin procesar legible por máquina
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          "headline": "Adding automated web browser rendering (#995)",
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          "body": "Bumps the all-minor-patch-updates group with 1 update: [pytest-xdist](https://github.com/pytest-dev/pytest-xdist).\n\n\nUpdates `pytest-xdist` from 3.6.1 to 3.7.0\n- [Release notes](https://github.com/pytest-dev/pytest-xdist/releases)\n- [Changelog](https://github.com/pytest-dev/pytest-xdist/blob/master/\n[…]\nte:semver-minor\n  dependency-group: all-minor-patch-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "Bump pytest-xdist in the all-minor-patch-updates group (#997)",
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          "committed_at": "2025-05-27T17:52:10Z",
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          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python SDK 0.9.6 (#996)",
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          "author_login": "andrewyang94",
          "committed_at": "2025-05-18T14:24:44Z",
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          "body": "Updates the requirements on [xgboost](https://github.com/dmlc/xgboost) to permit the latest version.\n- [Release notes](https://github.com/dmlc/xgboost/releases)\n- [Changelog](https://github.com/dmlc/xgboost/blob/master/NEWS.md)\n- [Commits](https://github.com/dmlc/xgboost/compare/v2.1.1...v3.0.1)\n\n--\n[…]\nendency-version: 3.0.1\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update xgboost requirement from <3,>=2.1.1 to >=2.1.1,<4 (#994)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2025-05-15T22:07:57Z",
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          "headline": "Resolving remaining `axios` security vulnerability (#993)",
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          "body": "* updating axios\n\n* updating README\n\n* adding dependency review action as a test\n\n* removing workflow after passing\n\n---------\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Resolving `axios` security vulnerabilities (#992)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
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          "headline": "Adding PyTest to CI pipelines (#991)",
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          "committed_at": "2025-05-09T08:24:59Z",
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          "oid": "839c36a45111f5cfcc22a94e646fbb81dcd1e635",
          "body": "* adding intraday liquidity notebook\n\n* adding files so far\n\n* linting\n\n* adding source simulation and updated gifs\n\n* linting\n\n* cleaning up files\n\n* adding in gifs and pushing to s3. Deleting local img folder\n\n* edits\n\n* updating READMEs\n\n* minor comments\n\n* refreshing widget\n\n* adding updates\n\n* linting\n\n* cleaning up files and pushing data files to S3\n\n* linting\n\n* updating to 0.9.5\n\n---------\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading intraday liquidity notebook (#982)",
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          "body": "* upgrading notebooks to 0.9.5\n\n* fixing security implementation notebooks for session.tables.restrictions.update\n\n* upgrading observability notebook\n\n* upgrading pandas comparison notebook\n\n* upgrading 04-LDAP security implementation notebook + renaming Atoti Python API -> Atoti Python SDK\n\n* upgra\n[…]\n dropping to batch of 5 again\n\n* adding non-upgraded notebooks to test exclusion for now\n\n* upgrading virtual hierarchies notebook\n\n* minor edit\n\n---------\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python SDK 0.9.5 (#989)",
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          "oid": "e0dd1b41a0410bee52c41b175e8d971a0e5d45af",
          "body": "Updates the requirements on [protobuf](https://github.com/protocolbuffers/protobuf) to permit the latest version.\n- [Release notes](https://github.com/protocolbuffers/protobuf/releases)\n- [Changelog](https://github.com/protocolbuffers/protobuf/blob/main/protobuf_release.bzl)\n- [Commits](https://gith\n[…]\nendency-name: protobuf\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update protobuf requirement from <6,>=5.28.2 to >=5.28.2,<7 (#988)",
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          "committed_at": "2025-03-14T12:58:56Z",
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          "body": "* upgrading majority of notebooks to 0.9.4\n\n* adding atoti main pandas comparison\n\n* updating atoti pandas pandas-main notebook\n\n* updating remaining 3 notebooks\n\n* upgrading credit risk and liquidity risk notebooks\n\n* adding updates to irrbb notebook\n\n* fixing widgets and updating gifs\n\n* updating \n[…]\nout to 300 seconds\n\n* raising timeouts to 600 seconds\n\n* adding in liquidity-risk notebook to test exclusion to avoid timeout failures (for now)\n\n---------\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python API 0.9.4 (#986)",
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          "committed_at": "2025-03-03T19:40:30Z",
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          "is_bot": true,
          "headline": "Update fsspec requirement from <2025,>=2024.6.1 to >=2024.6.1,<2026 (…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2025-02-18T16:23:45Z",
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          "oid": "23f4d77116263b0e7986d9a6ca95c241a690790d",
          "body": "Updates the requirements on [s3fs](https://github.com/fsspec/s3fs) to permit the latest version.\r\n- [Changelog](https://github.com/fsspec/s3fs/blob/main/release-procedure.md)\r\n- [Commits](https://github.com/fsspec/s3fs/compare/2024.6.1...2025.2.0)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: s3fs\r\n  dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update s3fs requirement from <2025,>=2024.6.1 to >=2024.6.1,<2026 (#984)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2025-02-18T16:07:58Z",
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          "body": "* adding changes so far\r\n\r\n* minor edit\r\n\r\n* pushing updates\r\n\r\n* cleaning up notebook\r\n\r\n* finalizing notebook\r\n\r\n* final edits\r\n\r\n* linting\r\n\r\n* adding notebook to test exclusion\r\n\r\n* removing observability plugin from pyproject.toml\r\n\r\n* updating README\r\n\r\n* reverting files out of scope\r\n\r\n* refr\n[…]\nating sentence to be more neutral tone\r\n\r\n* updating READMEs\r\n\r\n* adding minor excerpt for navigating to localhost:3000\r\n\r\n* updating README\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Adding observability with OpenTelemetry notebook (#979)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2025-01-22T16:05:35Z",
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          "body": null,
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python API version `0.9.3` (#981)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2025-01-17T19:51:08Z",
          "body_truncated": false,
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          "oid": "966b4ea6e1e9ad3e668f83ec9d34bb6a47924479",
          "body": "…within the same PR (#977)",
          "is_bot": false,
          "headline": "Adding concurrency key to cancel previously running commit pipelines …",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-12-31T15:03:57Z",
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          "is_bot": false,
          "headline": "Adding notebook testing in parallel (#978)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-12-31T15:03:45Z",
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        {
          "oid": "9c2baea3e9d7f4acf4464bcd815ed0babfdcad26",
          "body": "* setting up Atoti Python API continuous build + upgrading dependencies\r\n\r\n* updating continuous build to latest commit\r\n\r\n* upgrading available academy notebooks\r\n\r\n* upgrading all technical guides to 0.9.2\r\n\r\n* updating 1/3 market risk use case notebooks\r\n\r\n* upgrading remaining market risk notebo\n[…]\n\r\n* regenerating readmes\r\n\r\n* removing alternative methods of installation in README\r\n\r\n* fixing deprecation warning\r\n\r\n* refreshing widgets\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python API version `0.9.2` (#976)",
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          "committed_at": "2024-12-09T13:53:11Z",
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          "body": "* updating GHA and tested notebooks in day-to-day pipeline\r\n\r\n* linting\r\n\r\n* adding back in short-running finance use case notebooks\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Adding parallel OS testing to GHA (#974)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-12-05T22:13:34Z",
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          "oid": "5da81d83730663b80774b8b9596f7dc42db56250",
          "body": "… (#972)\n\n* adding link to README\r\n\r\n* updating READMEs\r\n\r\n* updating atoti pandas README link + fixing github action URLs\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Adding Atoti pandas article link to README + fixing broken GHA badges…",
          "author_name": "andrewyang94",
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          "committed_at": "2024-11-13T21:15:32Z",
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          "body": null,
          "is_bot": false,
          "headline": "Updating Atoti pandas Comparison README (#971)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-11-12T14:21:06Z",
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        },
        {
          "oid": "45e526a5dfd15380415cd7a8e0b05388ff688a6d",
          "body": "Updates the requirements on [watchdog](https://github.com/gorakhargosh/watchdog) to permit the latest version.\r\n- [Release notes](https://github.com/gorakhargosh/watchdog/releases)\r\n- [Changelog](https://github.com/gorakhargosh/watchdog/blob/master/changelog.rst)\r\n- [Commits](https://github.com/gora\n[…]\ncy-name: watchdog\r\n  dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update watchdog requirement from <6,>=5.0.3 to >=5.0.3,<7 (#969)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-11-11T15:11:01Z",
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        {
          "oid": "0a7f8bbfb1e90d0743beadce9b83c5c109344025",
          "body": "* atoti-pandas-comparison folder init\r\n\r\n* updating pyproject.toml with atoti_pandas_benchmark dependencies\r\n\r\n* pushing atoti vs. pandas notebook\r\n\r\n* linting and reverting pandas-main code to use S3\r\n\r\n* exclusing real time risk notebook, as it required a running docker container\r\n\r\n* adding atoti\n[…]\n benchmark notebook to test exclusion\r\n\r\n* updating namings and capitalizations\r\n\r\n---------\r\n\r\nCo-authored-by: printhellohetal <printhellohetal@gmail.com>\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Adding atoti pandas comparison notebook (#970)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-11-08T21:55:23Z",
          "body_truncated": true,
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        {
          "oid": "bc26eeb649d45de67bcfa8fd05a03a68c07eadb3",
          "body": null,
          "is_bot": false,
          "headline": "Updating workflow badge URL (#967)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-10-30T16:11:39Z",
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        {
          "oid": "8a898ab3f2071decabe9df0ffe4f4fbbce1d809c",
          "body": "* upgrading list of notebooks with continuous build for 0.9.1\r\n\r\n* upgrading to 0.9.1 and running storytelling notebooks\r\n\r\n* refreshing clickhouse notebook\r\n\r\n* refreshing notebook widgets\r\n\r\n* updating readmes\r\n\r\n* updating version badges\r\n\r\n* refreshing last widget\r\n\r\n* Update README.md\r\n\r\n* final refresh again\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python API version `0.9.1` (#965)",
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          "author_login": "andrewyang94",
          "committed_at": "2024-10-21T18:25:07Z",
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          "oid": "3b15d715c21bef57e4294e15118f1e2b9a82165a",
          "body": "…g GHA `test` workflow (#962)\n\n* migrating to uv + adjusting GHA\r\n\r\n* adding step to create virtual environment for uv\r\n\r\n* adding ruff to dependency list\r\n\r\n* updating test.yaml to show installed packages (debug)\r\n\r\n* adding --seed arg to seed venv with pip and setting explicit UV_PYTHON env var to\n[…]\n repo\r\n\r\n* editing version number for ipywidgets\r\n\r\n* swapping out image for light version\r\n\r\n* README edit to suggest not mixing uv + conda\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Migrating repo dependency management from `poetry` to `uv` + adjustin…",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-10-18T19:36:13Z",
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        {
          "oid": "c94dd4a9a85af3c27c900692bc1f5515c01e12c5",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: boto3\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-minor\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: quantlib\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-minor\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group with 2 updates (#961)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-10-14T19:29:46Z",
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        {
          "oid": "fd2a901173a8f00ff81de7f9520354b6d39f3874",
          "body": "* updating pyproject.toml to avoid version conflicts\r\n\r\n* writing new lock file\r\n\r\n* upgrading intro-to-atoti for the most part, need to wait for bug fix\r\n\r\n* writing new lock file\r\n\r\n* updating 01 and 02 storytelling notebooks\r\n\r\n* updating aggregate-provider notebook\r\n\r\n* upgrading auto-cube noteb\n[…]\nk\r\n\r\n* updating version number for notebooks\r\n\r\n* updating readmes\r\n\r\n* editing pyproject.toml\r\n\r\n* version pinning cvar optimizer to 0.8.14\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading Notebooks to Atoti Python API version `0.9.0` (#916)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-10-11T14:41:07Z",
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        {
          "oid": "5ed7418ed743b28e241e32d750dab3a5da5bdb5d",
          "body": "…tes (#960)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: statsmodels\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: watchdog\r\n  dependency-type: direct:production\r\n  update-type: version-update:sem\n[…]\nmver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group across 1 directory with 6 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-10-09T20:20:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aa2d8a3c34007bbc1eaec13fc13fb603902b4303",
          "body": null,
          "is_bot": false,
          "headline": "Updating Atoti Python API README video (#950)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-09-17T17:23:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "adbfd8239a1ef622e70323c10367636fb4bad4ae",
          "body": "…tes (#948)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: statsmodels\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: protobuf\r\n  dependency-type: direct:production\r\n  update-type: version-update:sem\n[…]\nmver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group across 1 directory with 4 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-09-16T17:08:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "39067a28b966070fe8224ff74e5e30916cbd1862",
          "body": "…946)\n\nBumps the all-minor-patch-updates group with 1 update: [ruff](https://github.com/astral-sh/ruff).\r\n\r\n\r\nUpdates `ruff` from 0.6.3 to 0.6.4\r\n- [Release notes](https://github.com/astral-sh/ruff/releases)\r\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\r\n- [Commits](https:\n[…]\nmver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump ruff from 0.6.3 to 0.6.4 in the all-minor-patch-updates group (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-09-06T20:20:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ffffd7cb08900209ead106cb8503425e1dd5b4cd",
          "body": "…p (#945)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: watchdog\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump watchdog from 5.0.1 to 5.0.2 in the all-minor-patch-updates grou…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-09-04T13:30:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4f2f4ab6be077d338def63ea59b940ce60045a6",
          "body": "…tes (#943)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: watchdog\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: ruff\r\n  dependency-type: direct:development\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group across 1 directory with 2 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-09-03T15:46:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb6710af56e3bd3cf98cb71d08b76a3891580642",
          "body": "…oup (#941)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: protobuf\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-minor\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump protobuf from 5.27.4 to 5.28.0 in the all-minor-patch-updates gr…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-29T14:31:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69f358580fabfa4530ef75bc3b58d8486eaf1a47",
          "body": "* updating remaining READMEs\r\n\r\n* updating README\r\n\r\n* Updating hard-coded 01-atoti-academy README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Updating remaining READMEs with new branding (#939)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-08-28T15:06:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "354fb0a6105c4f6fa4cfb929b14d272da5511465",
          "body": "…oup (#940)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: protobuf\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump protobuf from 5.27.3 to 5.27.4 in the all-minor-patch-updates gr…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-28T14:43:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f45ae2a57c5c7ad17c517ae40b49af611e4041c1",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: watchdog\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-major\r\n  dependency-group: all-major-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump watchdog from 4.0.2 to 5.0.0 in the all-major-updates group (#938)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-27T15:11:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8ccbf0489c01f90665c86577bb480fd678ffe37",
          "body": "…tes (#937)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: ipywidgets\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: yfinance\r\n  dependency-type: direct:production\r\n  update-type: version-update:semv\n[…]\nmver-minor\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group across 1 directory with 3 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-26T18:53:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3c36f8ed56d4acdbff159439eb923007d7971a3c",
          "body": "* updating READMEs\r\n\r\n* updating READMEs again\r\n\r\n* updating READMEs again\r\n\r\n* downgrading nltk\r\n\r\n* upgrading nltk to 3.9.1\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Updating Top-Level README (#933)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-08-19T20:23:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5287907461f1a6234563d1d8804896002b74130",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: matplotlib\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump matplotlib in the all-minor-patch-updates group (#930)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-13T13:01:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94c123e7486e8b988391dcf27988c54b8e115bdf",
          "body": "Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.9.5 to 3.10.2.\r\n- [Release notes](https://github.com/aio-libs/aiohttp/releases)\r\n- [Changelog](https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst)\r\n- [Commits](https://github.com/aio-libs/aiohttp/compare/v3.9.5...v3.10.2)\r\n\r\n---\r\nu\n[…]\n- dependency-name: aiohttp\r\n  dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump aiohttp from 3.9.5 to 3.10.2 (#928)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-12T13:52:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9884d9d7e76e8d4cb16244ac5ccd574f7a4c9df7",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: watchdog\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: lxml\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-minor\r\n  depende\n[…]\nmver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group with 3 updates (#927)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-12T13:12:06Z",
          "body_truncated": true,
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        {
          "oid": "e724519255c8f89cbdd10d81270bdf73eb433c56",
          "body": "… (#926)\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "reverting jupyterlab to <4.2 and setting ignore clause for dependabot…",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-08-09T13:37:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c31fac3d3c77d63295f9428edc9c9940d9445d5",
          "body": "…tes (#924)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: matplotlib\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: quantlib\r\n  dependency-type: direct:production\r\n  update-type: version-update:semv\n[…]\nmver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group across 1 directory with 5 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-09T12:20:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9ef4a708431473d8943c57ead0f20ef40e088c23",
          "body": "…-updates, and enables auto-rebase (#922)\n\n* pushing updated dependabot.yml\r\n\r\n* pushing dependabot validate action\r\n\r\n* updating syntax\r\n\r\n* edit group name\r\n\r\n* removing validation check\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Updates dependabot.yml to organize PRs to minor-patch-updates + major…",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-08-08T21:19:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56b5a822a9759037745709ed4c9c6800259e60f3",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: protobuf\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-major\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump protobuf from 4.25.3 to 5.27.3 (#917)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-08T19:43:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5684480310ee78978acd5d40412ccf016149277a",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: tsfresh\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump tsfresh from 0.20.2 to 0.20.3 (#918)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-08T18:28:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "419fd0d6e574c1d89eb624795f6a5236d9ba9496",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: xgboost\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-major\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump xgboost from 1.7.6 to 2.1.1 (#919)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-08T18:17:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb79cfd6a8a72774d0666bf7ddfedebd7631ae63",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: scikit-learn\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump scikit-learn from 1.5.0 to 1.5.1 (#920)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-08T18:04:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c7d4f0c91a1108439be96abf5f39bcac8e9d2d5",
          "body": "Bumps [openpyxl](https://openpyxl.readthedocs.io) from 3.1.3 to 3.1.5.\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: openpyxl\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump openpyxl from 3.1.3 to 3.1.5 (#921)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-08T17:51:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ebb5c6687afa5cbf23973b4d77ba30ca8814fd9",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: lxml\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-major\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump lxml from 4.9.4 to 5.2.2 (#912)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-06T17:10:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b45e81f84555ae398293ba072062541becef2b0",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: orjson\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump orjson from 3.10.3 to 3.10.6 (#913)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-06T15:56:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de5128c0de3caa1fa6fbb6fd2741129af1f57d70",
          "body": "Bumps [ruff](https://github.com/astral-sh/ruff) from 0.5.2 to 0.5.6.\r\n- [Release notes](https://github.com/astral-sh/ruff/releases)\r\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\r\n- [Commits](https://github.com/astral-sh/ruff/compare/0.5.2...0.5.6)\r\n\r\n---\r\nupdated-dependenc\n[…]\ndevelopment\r\n  update-type: version-update:semver-patch\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump ruff from 0.5.2 to 0.5.6 (#914)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-06T14:04:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "181b6fe4aa8d46a3fd2563a409275fc6ac9cf2cf",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: llvmlite\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-minor\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump llvmlite from 0.40.1 to 0.43.0 (#915)",
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          "headline": "Bump watchdog from 3.0.0 to 4.0.1 (#907)",
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                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "26 out of 30 merged PRs checked by a CI test -- score normalized to 8",
                "points": 16,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [
                "olap",
                "cube",
                "multidimensional-analysis",
                "data-visualization",
                "pivot-tables",
                "charts",
                "what-if-analysis"
              ],
              "has_wiki": false,
              "homepage": null,
              "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": null,
                "points": 0,
                "status": "missed",
                "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": "7 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "weak",
        "name": "Security",
        "value": 49,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 44,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "26 out of 30 merged PRs checked by a CI test -- score normalized to 8",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file 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": "154 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 17 resolved dependencies against OSV; 45 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 17
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 45
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              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 67,
            "inputs": {
              "source": "osv",
              "advisories": 2,
              "affected_packages": 1,
              "assessed_packages": 17,
              "unassessed_packages": 45,
              "affected_by_severity": "moderate 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: pytest 9.0.2 (moderate 6.8)",
                "points": 16,
                "status": "partial",
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                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "pytest 9.0.2 (moderate 6.8)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
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                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 186 days ago",
                "points": 34.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 186
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": 17,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "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",
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                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 4
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
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                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
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      },
      {
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        "name": "AI Readiness",
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        "weight": 0.04,
        "metrics": [
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            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
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            "inputs": {
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              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
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                "key": "agent_instructions",
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                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
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                "key": "machine_readable_docs_llms_txt",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
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                      "sampled": 51
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json",
                "03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json",
                "03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.49
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "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": "49 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 49,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Jupyter Notebook",
              "largest_source_bytes": 47962,
              "source_files_sampled": 59,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Jupyter Notebook with type-check config (03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json",
                      "language": "Jupyter Notebook"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/59 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 59,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [],
      "scores": {},
      "primary": null,
      "evidence": [],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'notebooks' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T19:37:11.743213Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/activeviam/atoti-notebooks.svg",
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  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v2.3.1, esquema v0.27.0 — metodología completa · wiki de métricas.

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