Registro públicoBueno
Informe de salud del softwareesquema 0.23.0 · métricas 1.13.0 · 2026-07-21 21:09 UTC
shoumikchow / bbox-visualizer
Make drawing and labeling bounding boxes a piece of cake
shoumikchow/bbox-visualizer tiene un índice de salud de 70 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (76/100) y la más baja, AI Readiness (46/100). Se actualizó por última vez hace 4 días. Una sola persona concentra la mayor parte del trabajo reciente.
70
global / 100Índice 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.
70
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)
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
Shoumik ChowdhuryCuenta personal
46 seguidores20 repositorios públicosdesde dic 2014@andium
Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación | Etiquetas |
|---|---|---|---|---|---|---|
| PyPI | bbox_visualizer | 1.0.1 | 39.847 | 7 | hace 4 días | bbox-visualizerbounding-boxcomputer-visionvisualization |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
73
Actividad de desarrollo
65Moderado
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 4 días |
| 4.2/36 | Cadencia de commits — 6/52 semanas con commits |
| 15.2/18 | Volumen de commits — 48 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 48 |
| human_commit_share | 1 |
| days_since_last_push | 4 |
| active_weeks_last_year | 6 |
Disciplina de publicación
84Bueno
Cómo se puntúa
| 27/27 | Publica versiones — 7 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 4 días |
| 12.6/27 | Cadencia de publicación — una versión cada ~353,3 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 7 |
| latest_release_tag | v1.0.1 |
| releases_from_tags | no |
| days_since_latest_release | 4 |
| mean_days_between_releases | 353,3 |
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?
73
Popularidad y adopción
59Moderado
Cómo se puntúa
| 42.4/60 | Estrellas — 412 estrellas |
| 12.9/25 | Forks — 36 forks |
| 3.3/15 | Observadores — 5 observadores |
Datos de entrada utilizados
| forks | 36 |
| stars | 412 |
| watchers | 5 |
| growth_state | organic |
| growth_factor_pct | 100 |
Salud de la comunidad
85Excelente
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (MIT) |
| 18/18 | Guía CONTRIBUTING |
| 13.5/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | sí |
| has_issue_template | no |
| has_code_of_conduct | sí |
| has_pull_request_template | no |
Cómo se puntúa
| 61.3/80 | Descargas mensuales — 39.847 descargas/mes en pypi |
| 0/20 | Dependientes en el registro — no lo informa este ecosistema |
Datos de entrada utilizados
| packages | bbox_visualizer |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 39.847 |
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?
61
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 1.4/22.5 | Distribución de commits — el principal contribuyente firma el 94% de los commits |
| 8.1/13.5 | Amplitud de contribuyentes — 6 contribuyentes |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 6 |
| top_contributor_share | 0,937 |
Cómo se puntúa
| 46.8/46.8 | Resolución de issues — 100% de issues cerradas |
| 34.5/38.3 | Aceptación de PR — 56/62 PR decididos fusionados |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/8 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 56 |
| open_issues | 0 |
| closed_issues | 15 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 6 |
Propiedad y custodia
54Moderado
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 12/25 | Alcance del propietario — 46 seguidores de shoumikchow |
| 21.6/25 | Trayectoria — 20 repos públicos, cuenta de ~11 años |
Datos de entrada utilizados
| followers | 46 |
| owner_type | User |
| is_verified | — |
| owner_login | shoumikchow |
| public_repos | 20 |
| account_age_days | 4248 |
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 4 días |
| 20/20 | Historial de versiones — 7 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | bbox_visualizer |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 4 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
76
Prácticas de ingeniería
66Moderado
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 3 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentación
90Excelente
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://bbox-visualizer.readthedocs.io |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 17 topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | computer-vision, computer-vision-tools, cv, labeling, data-labeling, object-detection, object-recognition, bboxes, deep-learning, image-annotation, annotations, annotation, image-labeling, image-labeling-tool, bounding-boxes, bounding-box, boundingbox |
| has_wiki | no |
| homepage | https://bbox-visualizer.readthedocs.io |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
69
Postura de seguridad
69Moderado
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/8 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 3/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
| 4.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 9 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — sin datos |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6,9 |
Excluidos de la puntuación (sin datos o no aplicable): signed_releases. Los pesos restantes se han renormalizado.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
46
Contexto y guía para agentes
32En riesgo
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 32/40 | Historial de commits legible — 60 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,6 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — Makefile |
| 22/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 0/11 | Verificación estática de tipos |
| 0/10 | Entorno reproducible |
| 10/10 | Práctica demostrada con agentes — 13 de los últimos 100 commits con autoría o crédito de agente |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 6/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0,13 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
55Moderado
Cómo se puntúa
| 0/45 | Código verificable por tipos — Python sin configuración de verificación de tipos |
| 55/55 | Tamaños de archivo manejables — 0/12 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 21.591 |
| source_files_sampled | 12 |
| oversized_source_files | 0 |
Interfaces legibles por máquina
40En riesgo
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 0/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples, notebooks |
Datos de entrada utilizados
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Datos clave
412estrellas de GitHub
6contribuidores
48commits en los últimos 12 meses
4días desde el último push
7versiones publicadas
1factor bus
0issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- deps.dev does not index pypi:bbox_visualizer@1.0.1; advisories assessed against the repository dependency graph instead
- No resolved dependencies carried a version and a supported ecosystem
Más detalle
Historial de estrellas y forks 412 ★ / 36 ⇿
412Estrellas
36Forks
5Versiones
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.
Mayor 0Menor 3Parche 2
Cada punto abarca 6 días.
OpenSSF Scorecard 6.9 / 10
6.9agregado
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/8 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 6 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 6 |
| 9 | SAST | SAST tool is not run on all commits -- score normalized to 9 |
| 0 | Security-Policy | security policy file not detected |
| n/d | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Dependencias directas 2
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| PyPI | opencv-python | >=4.8.1.78 | pyproject.toml |
| PyPI | numpy | >=1.19.0 | pyproject.toml |
Todas las dependencias 13
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 2 paquetes directos y 11 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| PyPI | numpy | — | directa |
| PyPI | opencv-python | — | directa |
| PyPI | build | — | indirecta |
| PyPI | hatch | — | indirecta |
| PyPI | hatch-fancy-pypi-readme | — | indirecta |
| PyPI | hatch-vcs | — | indirecta |
| PyPI | hatchling | — | indirecta |
| PyPI | mkdocs-material | — | indirecta |
| PyPI | mkdocstrings | — | indirecta |
| PyPI | pytest | — | indirecta |
| PyPI | ruff | — | indirecta |
| PyPI | twine | — | indirecta |
| PyPI | ty | — | indirecta |
Avisos de dependencias sin evaluar
El cotejo de avisos no pudo ejecutarse para este informe: No resolved dependencies carried a version and a supported ecosystem
Informe JSON sin procesar legible por máquina
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"oid": "180edea0b2851dec985c3aa952809d4f6ecafc63",
"body": "Mark package as Production/Stable for 1.0",
"is_bot": false,
"headline": "Merge pull request #80 from shoumikchow/dev",
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{
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"is_bot": false,
"headline": "Mark package as Production/Stable for 1.0",
"author_name": "Shoumik Sharar Chowdhury",
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{
"oid": "687f161457bf54a5e7f5a02118546f35d042ab85",
"body": "Dev",
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"headline": "Merge pull request #79 from shoumikchow/dev",
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"oid": "44270d42aedbff5f81151610ff8ecf7a6ce75cd2",
"body": "Addresses Copilot's review comment on #78: descent is negative when all\nink sits above the baseline (e.g. \"-\"). The geometry is unaffected\nsince callers only use ascent + descent, which is always the ink span.",
"is_bot": false,
"headline": "Clarify that _get_ink_metrics descent can be negative",
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"body": "The cover was rendered per object (box, label, box, label, ...), so a\nlater box stroke could cross an earlier label. Draw all boxes first,\nthen all labels.",
"is_bot": false,
"headline": "Redraw cover with labels above all boxes",
"author_name": "Shoumik Sharar Chowdhury",
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"body": "The gallery images dated from 2020 and showed the old label rendering\n(bottom-heavy backgrounds, stroke spilling outside the box, stubby flag\npoles). Regenerate all of them from the current code: the eight style\nimages come straight from the example scripts' output, and the cover is\nrebuilt from cover_source.json with the original per-class colors\nsampled from the old cover.",
"is_bot": false,
"headline": "Regenerate README gallery images; list label_stress example",
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"body": "Grid of awkward label strings (caps, descenders, punctuation, long\nwords) rendered through every label style plus a font-size sweep, for\neyeballing label layout changes.",
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"headline": "Add label stress-test example",
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"body": "The pole rose height/4 above the box, which looks stubby on small boxes.\nFloor it at T_LINE_LENGTH (50px, matching the T-label stem) so small\nboxes get a visible pole; large boxes keep the proportional rise.",
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"headline": "Give the flag pole a minimum rise above the box",
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"body": "…e flag\n\ncv2.getTextSize reports the font's nominal ascent, which overshoots the\ntallest glyphs by ~5px and lowercase-only text by ~11px, making label\nbackgrounds bottom-heavy. Replace _get_text_size with _get_ink_metrics,\nwhich renders the text once on a scratch canvas (cached) and measures the\nact\n[…]\n ascent/descent, so backgrounds get even padding on all sides.\n\nAlso start the flag pole 2px below the flag top: cv2 caps the 3px stroke\npast its endpoint, which poked a nub above the flag background.",
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"headline": "Size label backgrounds from real ink metrics; keep flag pole under th…",
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"headline": "Merge pull request #76 from shoumikchow/dev",
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"body": "Update docs for v1.0.0 changes",
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"headline": "Merge pull request #75 from shoumikchow/dev",
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"body": "- Document COCO/YOLO bbox_format support in usage.md and update the\n troubleshooting section that claimed VOC was the only format\n- List the runnable example scripts in index.md\n- State the Python 3.10 floor and replace the dead git:// clone URL\n with HTTPS/SSH in installation.md",
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"headline": "Update docs for v1.0.0: bbox formats, examples, install fixes",
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"body": "Restore ValueError for None inputs in multi-object functions",
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"headline": "Merge pull request #74 from shoumikchow/dev",
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"body": "The len()-based empty checks from #73 raised TypeError for None inputs;\nguard None explicitly so the error contract stays consistent with\n_validate_bbox and _convert_bbox_to_voc.\n\nAddresses Copilot review comments on #73.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Restore ValueError for None bboxes/labels in multi-object functions",
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"body": "Fix numpy input handling and label placement from v1.0.0 review",
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"headline": "Merge pull request #73 from shoumikchow/dev",
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"body": "- Use len() checks instead of truthiness so numpy arrays of bboxes don't\n raise \"truth value is ambiguous\"\n- Accept numpy integer color channels and normalize colors to built-in\n ints in _validate_color (cv2 5.0 rejects numpy scalars)\n- Place labels above the box only when the full background fits, so the\n background is never clipped at the image top\n\nAddresses Copilot review comments on #72.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix numpy input handling and label-above placement from PR review",
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"body": "Release v1.0.0",
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"headline": "Merge pull request #72 from shoumikchow/dev",
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"headline": "style: format and lint code with Ruff",
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"body": "Drop --locked from the CI uv sync steps. As a library, shipped installs\nare governed by pyproject.toml ranges, so CI should test against freshly\nresolved dependencies rather than pinned ones. This also fixes CI\nerroring on the lockfile, which was never tracked.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"headline": "Resolve CI deps fresh instead of from a lockfile",
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"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Document logging control and per-box colors in README and usage docs",
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"body": "Set requires-python >=3.10 (3.9 is EOL) with matching ruff/ty targets\nand a refreshed lockfile. The new target enabled B905/UP038: zips over\nlength-validated lists now use strict=True. Remove .DS_Store files and\ngitignore them.",
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"headline": "Bump Python floor to 3.10 and clean up housekeeping",
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"oid": "a6306d7ed61003c959fc0e11348ffd31a13baba8",
"body": "Accept any 3-length sequence as a color (was tuple-only), drop the\npointless lru_cache on _validate_color, remove the np.array round-trip\nin add_multiple_labels, and delete a duplicate T-label fallback test\nthat claimed to cover the right edge but re-tested vertical space.",
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"headline": "Simplify validation and label internals",
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"committed_at": "2026-07-08T05:40:53Z",
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"oid": "6c66a522ffdc960cd3c7628fe0dcab89c92240b3",
"body": "Unify CI into one workflow, keep Ruff auto-fix bot\n\ntest.yml: replace hand-rolled uv install with astral-sh/setup-uv and\nuv sync --locked, run make check so CI matches local. Matrix: 3.10,\n3.12, 3.14. Delete ty.yml (covered by make check). Slim ruff.yml down\nto its auto-fix PR job, using the locked ruff version.",
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"headline": "Updated commit message:",
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"oid": "c3a03298a90c70019658982058480aa586d6fa12",
"body": "bbox_color now accepts either a single BGR tuple (unchanged behavior,\nstill batched via cv2.polylines) or a sequence of one color per box,\nwhich falls back to per-box cv2.rectangle since polylines can't batch\nmultiple colors. A color list whose length doesn't match bboxes raises\nValueError.",
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"headline": "Add per-box colors to draw_multiple_rectangles",
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"oid": "3ea5f6b97d224a827c482a62869a81068d3bfdcb",
"body": "- add_T_label and draw_flag_with_label fallbacks now forward size,\n thickness, draw_bg, and colors to add_label instead of dropping to\n defaults\n- draw_flag_with_label sizes its label background from real text\n metrics via _get_text_size (moved to _utils.py) instead of a\n hardcoded size-1 measur\n[…]\n output shifts by 1-2 px vs previous releases\n- Collapse add_label's duplicated top/inside branches (Phase 6 item)\n- Tests: bg-contains-text at size=2 incl. descenders; fallback keeps\n caller colors",
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"headline": "Fix label layout: real text metrics, descender overflow, box alignment",
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"oid": "848b70ee6e01050c696198609b561cd0ab6e5f53",
"body": "Remove suppress_warnings and warnings_suppressed; flags.py now logs\nthrough logging.getLogger(__name__). Silence warnings with:\nlogging.getLogger(\"bbox_visualizer\").setLevel(logging.ERROR)",
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"headline": "Replace warning suppression API with a module logger (breaking)",
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"oid": "6819627fb1c2b04a5c6d3381403ccbba7bd6b826",
"body": "All public functions now return a new image and never modify the input.\nPreviously draw_rectangle copied but add_label, add_T_label, and\ndraw_flag_with_label drew on the caller's array in place.\n\n- Copy the input image in add_label, add_T_label, draw_flag_with_label\n- Drop the redundant copy in add_\n[…]\nEADME\n- Add parametrized purity test covering all public functions\n- Fix test_add_label, which only passed because earlier in-place calls\n left pixels behind (black text on black image draws nothing)",
"is_bot": false,
"headline": "Make all drawing functions pure (breaking)",
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"oid": "e3ca468a806fd46cd51632b3f5f142f23d2555e4",
"body": "Float CI test matrix to floor + latest ('3.9', '3.x') so it auto-follows\nnew Python releases, and remove the Python version classifiers from\npyproject.toml. requires-python still gates installs.",
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"headline": "Drop per-release Python version maintenance",
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"headline": "Fix type and add ty to Makefile for type checking",
"author_name": "Shoumik Sharar Chowdhury",
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"committed_at": "2026-06-12T01:41:34Z",
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"headline": "Add support for python 3.13 and python 3.14",
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"headline": "Cleanup README",
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"headline": "Fix ruff formatting",
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"author_login": "shoumikchow",
"committed_at": "2026-06-11T05:45:58Z",
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"headline": "Add COCO and YOLO formats for bounding boxes",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
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"oid": "2b0c37596e0400d89ba0629003eaad91e0493e18",
"body": null,
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"headline": "Clean up examples, README.md",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-05-06T04:33:34Z",
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"oid": "e751d04f75d3c08f8a1514cb1df2c6c23f6d72ef",
"body": "Merge dev into master",
"is_bot": false,
"headline": "Merge pull request #70 from shoumikchow/dev",
"author_name": "Shoumik Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-29T06:57:06Z",
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"oid": "7e5b080b640dc6109b0928178511cfd6c0ca699e",
"body": "Add contents: read permission to build, test, and typecheck jobs\nto address CodeQL security warnings about unlimited GITHUB_TOKEN permissions.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(ci): add explicit permissions to workflow jobs",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
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"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(ci): trigger workflows on master branch instead of main",
"author_name": "Shoumik Sharar Chowdhury",
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"oid": "0cba70e82d013ed15a86cfa721f99bdf437e0694",
"body": "ty needs opencv-python and numpy installed to resolve imports.\nAlso renamed workflow to \"Type Check\" for consistent Title Case naming.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(ci): install dependencies for ty type checker",
"author_name": "Shoumik Sharar Chowdhury",
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"body": "- Non-opaque: use cv2.polylines() to draw all rectangles in single call\n- Opaque: draw all filled rectangles on one overlay, then single alpha blend\n- Achieves 3-40x speedup depending on image size and box count\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf: optimize draw_multiple_rectangles with batched operations",
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"body": "- Remove unused BROWSER_PYSCRIPT\n- Remove bump-version (handled by hatch-vcs)\n- Remove release command (handled by GitHub Actions)\n- Update docs targets for MkDocs\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: clean up Makefile",
"author_name": "Shoumik Sharar Chowdhury",
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"committed_at": "2026-01-29T05:06:40Z",
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"body": "- Replace Sphinx with mkdocs-material and mkdocstrings\n- Convert RST files to Markdown\n- Update .readthedocs.yaml for MkDocs build\n- Update pyproject.toml docs dependencies\n- Fix docstring format in warnings_suppressed for better rendering\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: migrate from Sphinx to MkDocs Material",
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"author_login": "shoumikchow",
"committed_at": "2026-01-29T05:06:31Z",
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"body": "- Add ty to dev dependencies in pyproject.toml\n- Configure ty for Python 3.9 target version\n- Add GitHub Actions workflow for type checking\n- Fix return type annotation in labels.py to match cv2 stubs\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: add ty type checker with CI workflow",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2026-01-29T04:05:00Z",
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"body": "- Update test functions to use draw_box and draw_multiple_boxes\n- Add test to verify aliases work correctly\n- Update example notebooks to use new preferred function names\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update tests and examples to use draw_box naming",
"author_name": "Shoumik Sharar Chowdhury",
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"oid": "978bbe55a5eab86feacba97b81e4c6270fa76cdb",
"body": "…ames\n\nIntroduce draw_box and draw_multiple_boxes as the new preferred API\nwhile keeping draw_rectangle and draw_multiple_rectangles as aliases\nfor backward compatibility. Both naming conventions work identically.\n\n- Add function aliases in rectangle.py\n- Export new names in __init__.py files\n- Update README and docs to use new function names\n- Add notes explaining both naming conventions still work\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feature: add draw_box and draw_multiple_boxes as preferred function n…",
"author_name": "Shoumik Sharar Chowdhury",
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"committed_at": "2026-01-22T18:45:33Z",
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"body": "…x-visualizer",
"is_bot": false,
"headline": "docs: add usage examples for drawing bounding boxes and labels in bbo…",
"author_name": "Shoumik Sharar Chowdhury",
"author_login": "shoumikchow",
"committed_at": "2025-06-27T06:06:15Z",
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"body": "…s (main, dev) for push events",
"is_bot": false,
"headline": "chore: update GitHub Actions workflows to trigger on specific branche…",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 9,
"reason": "9 out of 10 merged PRs checked by a CI test -- score normalized to 9",
"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",
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"reason": "Found 0/8 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"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": 10,
"reason": "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 0 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": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 6,
"reason": "dependency not pinned by hash detected -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 9,
"reason": "SAST tool is not run on all commits -- score normalized to 9",
"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": 9,
"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": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "180edea0b2851dec985c3aa952809d4f6ecafc63",
"ran_at": "2026-07-21T21:09:18Z",
"aggregate_score": 6.9,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/shoumikchow/bbox-visualizer",
"host": "github.com",
"name": "bbox-visualizer",
"owner": "shoumikchow"
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"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
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"inputs": {
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"vitality": 73,
"community": 73,
"governance": 61,
"engineering": 76
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 73,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
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"inputs": {
"commits_last_year": 48,
"human_commit_share": 1,
"days_since_last_push": 4,
"active_weeks_last_year": 6
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"components": [
{
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{
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"status": "partial",
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"weeks": 6
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],
"max_points": 36
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{
"key": "commit_volume",
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"detail": "48 commits in the last year",
"points": 15.2,
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"details": [
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"code": "commits_last_year",
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{
"key": "openssf_scorecard_maintained",
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"points": 10,
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"details": [],
"max_points": 10
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]
},
{
"key": "release_discipline",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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],
"value": 84,
"inputs": {
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"latest_release_tag": "v1.0.1",
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"days_since_latest_release": 4,
"mean_days_between_releases": 353.3
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"components": [
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"code": "releases_published",
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{
"key": "release_recency",
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"detail": "latest release 4 days ago",
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"details": [
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"code": "release_recency",
"params": {
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{
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{
"key": "openssf_scorecard_signed_releases",
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"points": 0,
"status": "excluded",
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},
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"key": "abandonment",
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"notes": [],
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"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
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"components": [
{
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"details": [
{
"code": "abandonment_maintained",
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]
}
],
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},
{
"key": "community",
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"value": 73,
"weight": 0.18,
"metrics": [
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"key": "popularity",
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"note": null,
"notes": [],
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"components": [
{
"key": "stars",
"name": "Stars",
"detail": "412 stars",
"points": 42.4,
"status": "partial",
"details": [
{
"code": "stars",
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}
],
"max_points": 60
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{
"key": "forks",
"name": "Forks",
"detail": "36 forks",
"points": 12.9,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 36
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}
],
"max_points": 25
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{
"key": "watchers",
"name": "Watchers",
"detail": "5 watchers",
"points": 3.3,
"status": "partial",
"details": [
{
"code": "watchers",
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}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
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{
"code": "license_spdx",
"params": {
"spdx": "MIT"
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}
],
"max_points": 22.5
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{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
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},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
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]
},
{
"key": "ecosystem_adoption",
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"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 77,
"inputs": {
"packages": [
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 39847
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"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "39,847 downloads/month across pypi",
"points": 61.3,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 39847,
"ecosystems": "pypi"
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}
],
"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",
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}
],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 61,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 24,
"inputs": {
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"contributors_sampled": 6,
"top_contributor_share": 0.937
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"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
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}
],
"max_points": 54
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 94% of commits",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "6 contributors",
"points": 8.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
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"issue_closed_ratio": 1,
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
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}
],
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{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "56/62 decided PRs merged",
"points": 34.5,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/8 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 54,
"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "shoumikchow",
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"account_age_days": 4248
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"components": [
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"key": "ownership_backing",
"name": "Ownership backing",
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"status": "partial",
"details": [
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"code": "owner_personal",
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}
],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
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"code": "not_applicable_to_user_accounts",
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],
"max_points": 20
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{
"key": "owner_reach",
"name": "Owner reach",
"detail": "46 followers of shoumikchow",
"points": 12,
"status": "partial",
"details": [
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"code": "owner_followers",
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}
],
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{
"key": "track_record",
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"points": 21.6,
"status": "partial",
"details": [
{
"code": "public_repos",
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},
{
"code": "account_age_years",
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}
],
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]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"ecosystems": "pypi",
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"min_days_since_publish": 4
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
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"details": [
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"code": "packages_published",
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{
"key": "publish_recency",
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"code": "publish_recency",
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],
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{
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],
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{
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],
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]
}
],
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{
"key": "tests_present",
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{
"key": "linter_config",
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{
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]
},
{
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],
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},
"warnings": [
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],
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}Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.23.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.