Registro públicoModerado
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-27 08:43 UTC
mmirzafahmi / quickhouse
Fast PostgreSQL / MySQL / BigQuery → ClickHouse or BigQuery ETL: a native Rust engine driven from a small, typed Python API.
mmirzafahmi/quickhouse tiene un índice de salud de 52 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (66/100) y la más baja, Sustainability & Governance (36/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
52
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.
52
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
M Mirza FahmiCuenta personal
4 seguidores21 repositorios públicosdesde abr 2016Fore Coffee
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 | quickhouse | 0.12.1 | 2782 | 22 | hace 0 días | etlpostgresqlmysqlbigqueryclickhousearrowrustdata-engineering |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
66
Actividad de desarrollo
52Moderado
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 1.4/36 | Cadencia de commits — 2/52 semanas con commits |
| 14.9/18 | Volumen de commits — 45 commits en el último año |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Datos de entrada utilizados
| commits_last_year | 45 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 2 |
Disciplina de publicación
88Excelente
Cómo se puntúa
| 16.2/27 | Publica versiones — 26 etiquetas de versión (sin releases de GitHub) |
| 36/36 | Recencia de las versiones — última versión hace 0 días |
| 27/27 | Cadencia de publicación — una versión cada ~0,1 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 26 |
| latest_release_tag | v0.12.1 |
| releases_from_tags | sí |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0,1 |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
47
Popularidad y adopción
1Crítico
Cómo se puntúa
| 0/60 | Estrellas — 0 estrellas |
| 0/25 | Forks — 0 forks |
| 0/15 | Observadores — 0 observadores |
Datos de entrada utilizados
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
92Excelente
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 |
| 6.3/6.3 | 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 | sí |
Adopción en el ecosistema (descargas)
57Moderado
Cómo se puntúa
| 45.9/80 | Descargas mensuales — 2782 descargas/mes en pypi |
| 0/20 | Dependientes en el registro — no lo informa este ecosistema |
Datos de entrada utilizados
| packages | quickhouse |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2782 |
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?
36
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 0/22.5 | Distribución de commits — el principal contribuyente firma el 100% de los commits |
| 1.4/13.5 | Amplitud de contribuyentes — 1 contribuyentes |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Cómo se puntúa
| 0/46.8 | Resolución de issues — sin issues o sin datos |
| 0/38.3 | Aceptación de PR — sin PR decididos o sin datos |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues, Aceptación de PR. Los pesos restantes se han renormalizado.
Propiedad y custodia
46En riesgo
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 5/25 | Alcance del propietario — 4 seguidores de mmirzafahmi |
| 21.8/25 | Trayectoria — 21 repos públicos, cuenta de ~10 años |
Datos de entrada utilizados
| followers | 4 |
| owner_type | User |
| is_verified | — |
| owner_login | mmirzafahmi |
| public_repos | 21 |
| account_age_days | 3739 |
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 0 días |
| 20/20 | Historial de versiones — 22 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | quickhouse |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
66
Prácticas de ingeniería
60Moderado
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 2 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — sin datos |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.
Documentación
75Bueno
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 0/10 | Topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | — |
| has_wiki | sí |
| homepage | — |
| 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?
48
Postura de seguridad
48En riesgo
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — sin datos |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — sin datos |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,8 |
Excluidos de la puntuación (sin datos o no aplicable): ci_tests, 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.
53
Contexto y guía para agentes
28Crítico
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 27.6/40 | Historial de commits legible — 31 de 60 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,517 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 12.6/18 | Arranque con un solo comando — Cargo.toml, crates/quickhouse-core/Cargo.toml, crates/quickhouse-py/Cargo.toml (convención del toolchain, sin ejecutor de tareas) |
| 22/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 11/11 | Verificación estática de tipos — python/quickhouse/py.typed |
| 10/10 | Entorno reproducible — Dockerfile |
| 3.3/10 | Práctica demostrada con agentes — 1 de los últimos 60 commits con autoría o crédito de agente |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | — |
| has_dockerfile | sí |
| typed_language | sí |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | python/quickhouse/py.typed |
| agent_commit_share | 0,017 |
| toolchain_manifests | Cargo.toml, crates/quickhouse-core/Cargo.toml, crates/quickhouse-py/Cargo.toml |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
97Excelente
Cómo se puntúa
| 45/45 | Código verificable por tipos — Rust (tipado estático) |
| 52.3/55 | Tamaños de archivo manejables — 2/41 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Rust |
| largest_source_bytes | 120.725 |
| source_files_sampled | 41 |
| oversized_source_files | 2 |
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 |
Datos de entrada utilizados
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Datos clave
0estrellas de GitHub
1contribuidores
45commits en los últimos 12 meses
0días desde el último push
26versiones publicadas
1factor bus
0issues abiertas
crates.io, PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:quickhouse@0.12.1; advisories assessed against the repository dependency graph instead
Más detalle
OpenSSF Scorecard 4.8 / 10
4.8agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/d | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 10 | Security-Policy | security policy file detected |
| n/d | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Todas las dependencias no recopilado
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Informe JSON sin procesar legible por máquina
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"kind": "patch",
"published_at": "2026-07-17T09:39:36Z"
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"oid": "5ba06aa9b0a242a3309bfef556dd1c736a543007",
"body": "The optional extra the handoff flagged: a three-column card trio\n(full / incremental / append) at the top of guide/sync-modes, each\nlinking to its section, with the current mode accent-bordered. Adds the\n.qh-modes styles to quickhouse-console.css (section 5).",
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"is_bot": false,
"headline": "Docs: make the hero copy buttons and code tabs live",
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"oid": "6efeb762a289e1690864e475ea697be195a79827",
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"is_bot": false,
"headline": "Docs: ship the \"Console\" theme from the design handoff",
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"is_bot": false,
"headline": "Docs: adopt the \"Console\" theme for the Read the Docs site",
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"headline": "Bump version to 0.12.1",
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"oid": "0a09c2795409021e350a9b6c6168d7eb9a947434",
"body": "Replace the closed `Sink` enum with an `#[async_trait]` `trait Sink:\nSend + Sync`, dispatched as `Arc<dyn Sink>` and built via `build_sink()`.\nEach built-in destination (ClickHouse, BigQuery) becomes a trait impl that\ndelegates to its existing inherent methods; the engine-specific capabilities\n(stag\n[…]\nf the public-readiness overhaul). Pure internal\nrefactor: no Python-API change and byte-identical transfer behavior — the full\nexisting suite (212 core tests, clippy -D warnings, maturin) stays green.",
"is_bot": false,
"headline": "Refactor: object-safe Sink trait as the destination extension seam",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T06:47:34Z",
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"headline": "Bump version to 0.12.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T05:18:13Z",
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"oid": "522c6bcfef34fc859e4806536866d27d549ae81d",
"body": "Completes the generic HTTP source whose core landed in the previous commit:\n- Python `HttpApi` pyclass (url + declared columns; method/headers/body,\n format=json|csv, records_path, next_cursor_path/cursor_param cursor\n pagination, state_id, from/to/lookback_days), with a secret-redacting\n __repr_\n[…]\nading) + CHANGELOG.\n\nVerified: 212 core tests, clippy -D warnings clean, maturin builds, DB-free that\nHttpApi constructs (json+csv), redacts auth headers, and rejects a bad format /\nlone cursor param.",
"is_bot": false,
"headline": "Feat: HttpApi Python binding + docs (completes the generic HTTP source)",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T05:18:03Z",
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{
"oid": "9cf3e01fdc5f218f5aa167746130ee54efae56e2",
"body": "Add a docs/ tree (guide, CLI, API, examples, changelog) with a Sphinx\nconf.py and .readthedocs.yaml build config, point the pyproject\nDocumentation URL at readthedocs.io, and gitignore the Sphinx build\noutput and generated shim.",
"is_bot": false,
"headline": "Docs: Sphinx / ReadTheDocs documentation site",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T05:06:12Z",
"body_truncated": false,
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{
"oid": "577b703397cc19625717e9ccd5b698d638dead70",
"body": "Add HttpApiConfig/HttpFormat and an HttpApiSource that reads from any\nHTTP endpoint: configurable method/headers/body, {from}/{to} date-token\nsubstitution, JSON (dotted records_path) or CSV bodies, optional cursor\npagination, and a state_id for the incremental watermark. Wire it into\nthe SourceConfig enum, the API transfer path, and the crate re-exports.",
"is_bot": false,
"headline": "Feat: generic HTTP/REST + CSV API source",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T05:06:04Z",
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"oid": "7ac4c7bdcbe0e3cead5a0a20e7c280dd05744aa5",
"body": null,
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"headline": "Bump version to 0.11.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T04:42:34Z",
"body_truncated": false,
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"oid": "f9be482910c2adf28291eb865f1d88cd99dbc450",
"body": "Line-wraps a few long map_err/format! chains added since the 0.7.2 rustfmt pass\nthat weren't re-run through `cargo fmt` (clippy + tests were checked each time,\nbut not `cargo fmt --check`). Semantics-preserving; makes the tree pass the CI\nfmt gate. `cargo fmt --all --check` is now clean across the workspace.",
"is_bot": false,
"headline": "style: rustfmt the C1/C2/mTLS hand-edits",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T04:42:21Z",
"body_truncated": false,
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{
"oid": "bc1ab45b0569a6570f716cb91ae93f9dcecdf4ad",
"body": "…ot just BigQuery\n\nC4 (first half). The API transfer already runs through the destination-agnostic\n`Sink` abstraction, so the only real work was:\n- Drop the \"API source only supports BigQuery\" gate (ensure_api_dest_supported\n removed) — full/incremental/append all work against ClickHouse via the sa\n[…]\n) + section framing\n+ .pyi; CHANGELOG. 209 core tests, clippy -D warnings clean, maturin builds,\ntwine check passes. (The generic HTTP source and the Source/Sink traits refactor\nremain as follow-ups.)",
"is_bot": false,
"headline": "Feat: HTTP API sources (CleverTap/AppsFlyer) can target ClickHouse, n…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T04:40:04Z",
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"body": null,
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"headline": "Bump version to 0.10.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T03:54:03Z",
"body_truncated": false,
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"oid": "9fdb1f30b2f9bfec168db75bce202dfe2364bce8",
"body": "…rces\n\nThe deferred C2 auth piece. Additive — omitting the new fields keeps the prior\nno-client-auth behavior; passing only one of the pair is a clear config error.\n\n- `Postgres`/`MySQL` gain `client_cert_file` + `client_key_file` (config +\n pyclass + From arms). Postgres: `tls_connector` loads the\n[…]\n warnings clean, maturin builds, DB-free that\nthe mTLS params bind and secrets stay redacted. The TLS handshake itself isn't\nlive-verifiable in-sandbox (no client-cert server) — confirm on real infra.",
"is_bot": false,
"headline": "Feat: mTLS (client-certificate auth) for the PostgreSQL and MySQL sou…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T03:53:55Z",
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"oid": "5e0857ce68077c850b940674c5f9ae02fea11af9",
"body": null,
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"headline": "Bump version to 0.9.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T18:10:18Z",
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{
"oid": "5e0727d4d0ca7c06ddf8f82d52bc9ca7d82ab8fd",
"body": "…ete fields\n\nC2 of the generality work; additive, default behavior unchanged. mTLS deferred\nto adopter demand.\n\n- BigQuery: inline `credentials_json` (service-account key contents, e.g. from a\n secrets manager) alongside credentials_file/ADC; takes precedence when both\n set. Shared `resolve_bq_cli\n[…]\n -D warnings clean, maturin builds, and DB-free\nthat discrete fields construct + redact secrets, dsn/fields validation errors,\nand credentials_json binds. Auth paths aren't live-verifiable in-sandbox.",
"is_bot": false,
"headline": "Feat: richer auth — BigQuery inline credentials_json + PG/MySQL discr…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T18:10:09Z",
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"headline": "Bump version to 0.8.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T17:34:49Z",
"body_truncated": false,
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"oid": "e8ba37c607466f4acb0e93f92726cd38cd39d499",
"body": "C1 of the generality work; additive, default behavior byte-identical.\n\n- Three new sync() arguments (defaults preserve prior behavior):\n * state_table_name (default _quickhouse_state) — the internal watermark/\n chunk-cursor bookkeeping table, for teams with table-naming policies.\n Threaded th\n[…]\nI section, dropped the \"no CLI yet\" limitation) +\nexamples/job.toml. Verified: 207 core tests, clippy -D warnings clean, maturin\nbuilds, CLI --version + env-expand + descriptor redaction work DB-free.",
"is_bot": false,
"headline": "Feat: configurable internal names + a CLI (quickhouse run job.toml)",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T17:32:00Z",
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"oid": "d12a0e7b8ecd2c8d7aaf5b4575ff185f490d1b15",
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"headline": "Bump version to 0.7.2",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T16:52:49Z",
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"oid": "09b28e8d794d9281437ae84441cd77c6eda96857",
"body": "…al docs\n\nPhase B of the public-readiness pass — adoption/contribution friction, no\nlibrary API change.\n\n- examples/: runnable end-to-end scripts (Postgres->ClickHouse, incremental,\n MySQL->BigQuery, CleverTap append->BigQuery) + an index README.\n- CI: run the full .[test] deps so the MySQL and S3-\n[…]\ncreated_at/updated_at in the pruning examples).\n\nVerified: examples + benchmark py_compile, CI YAML valid, twine check still\npasses; no Rust/behavior change (the .rs reformat is the preceding commit).",
"is_bot": false,
"headline": "DX: examples, CI matrix + lint gates, community templates, experiment…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T16:52:25Z",
"body_truncated": true,
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{
"oid": "3380199bbb2de385415f7874e9375e64c2b1ed1c",
"body": "Mechanical `cargo fmt --all` reformat (no semantic change) so the new CI\n`cargo fmt --check` gate is meaningful and matches CONTRIBUTING's instruction.\nVerified: 207 core tests pass and clippy -D warnings is clean after formatting.",
"is_bot": false,
"headline": "style: adopt rustfmt across the workspace",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T16:52:06Z",
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"oid": "f69267911638f83fb8e9bc38139ad19dfa522398",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.7.1",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T16:41:06Z",
"body_truncated": false,
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{
"oid": "1022b41b42393ff49e988c46c9e68d1ef5d1f946",
"body": "Phase A of the public-readiness pass — polish for the PyPI/GitHub launch, no\ncode/behavior change.\n\n- README: correct the prebuilt-wheel platform list to match release.yml (Linux\n x86_64, macOS Apple Silicon, Windows x64; other platforms build from sdist);\n add a pre-1.0 stability note, a \"when to\n[…]\ne description + add keywords/categories/\n readme; set publish=false on both crates (ship only as the Python wheel today).\n\nVerified: twine check PASSED on the sdist, cargo metadata clean, TOML valid.",
"is_bot": false,
"headline": "Docs/packaging: public-readiness launch hygiene (no behavior change)",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T16:40:25Z",
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{
"oid": "0d20624cf8ca3fcb93c66ec65d3912fda718c781",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.7.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T07:39:38Z",
"body_truncated": false,
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},
{
"oid": "9c645b9a2d7619f639bd9e6cb33c539f5c6f39e3",
"body": "Three production-scale controls for the CleverTap/AppsFlyer -> BigQuery path\n(from the 907M-row ct_user_events report), all opt-in and default-inert.\n\n- mode=\"append\" (API sources only): bronze-landing write — insert each window's\n rows straight into the destination with NO staging/merge/swap and n\n[…]\n prune + delete.\nNew Sink::current_row_count reused (0.6.1). RECORD/STRUCT declaration deferred to\na later release per plan. 207 core tests (+7), clippy clean, maturin builds,\nnew kwargs bind DB-free.",
"is_bot": false,
"headline": "Feat: API-source append mode, lookback_days, window-scoped MERGE delete",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T07:39:18Z",
"body_truncated": true,
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{
"oid": "e8fe04ad1a1b1578dcbf041d39abbda2f6836ba2",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.6.1",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T07:10:14Z",
"body_truncated": false,
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},
{
"oid": "824fd10d2bf340692a31ab7b5584e89753a42c91",
"body": "… guards\n\nCleverTap's top-level `ts` (region sg1 and others) is a 14-digit\n`yyyyMMddHHmmSS` packed integer, NOT epoch seconds. parse_ts_micros parsed it\nas an i64 and `* 1_000_000` overflowed to None -> the value coerced to NULL, so\na declared TIMESTAMP/DATETIME column came out 100% NULL while the r\n[…]\n unaffected (its `%Y-%m-%d %H:%M:%S` civil timestamps already parsed;\nverified byte-for-byte against the legacy pipeline). 201 core tests, clippy\nclean, maturin builds, __repr__ still redacts secrets.",
"is_bot": false,
"headline": "Fix: CleverTap ts packed-datetime parsing + API-source silent-failure…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T07:09:54Z",
"body_truncated": true,
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{
"oid": "be03612838236d5a510ef34a490c12ba5ad302e8",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.6.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T04:51:33Z",
"body_truncated": false,
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},
{
"oid": "5ebd1875e35c97c21313f04d386a3fb515989d3b",
"body": "Two in-engine HTTP API sources whose only supported destination is BigQuery.\nUnlike DB sources there is no catalog, so the caller declares the output\nschema as ApiColumn{name, bq_type, path}; the declared BQ type seeds\ncfg.type_overrides (NUMERIC -> Decimal128(38,9)), every API column is nullable.\n\n\n[…]\nTap /\nAppsFlyer classes with secret-redacting __repr__.\n\nBoth contracts live-verified end-to-end (CleverTap: real event pull;\nAppsFlyer: 200 CSV, 81-col installs_report). 197 core tests, clippy clean.",
"is_bot": false,
"headline": "Feat: CleverTap & AppsFlyer HTTP API sources -> BigQuery",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T04:51:10Z",
"body_truncated": true,
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},
{
"oid": "fc504e2718ebefbc89628d0a6951067a54a4fb8b",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.5.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T17:30:59Z",
"body_truncated": false,
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},
{
"oid": "054cbc7c2d1ebd0ac2b5bb2f097fa72b8a082172",
"body": "…l->NUMERIC, schema evolution; Fix: MySQL TEXT->STRING + null watermark\n\nFive roadmap features plus two production blockers for the MySQL->BigQuery\nmigration. All new behavior is additive and opt-in; defaults are byte-identical,\nso existing pipelines and persisted state are unaffected. Landed via a \n[…]\ndiff found no confirmed defects.\n\nLive-verification caveats (not sandbox-testable): keyset crash/resume against a\nreal ClickHouse+source; the BigQuery NUMERIC wire encoding; the BigQuery schema\npatch.",
"is_bot": false,
"headline": "Feat: keyset resumable reads, source retry, column transforms, Decima…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T17:30:49Z",
"body_truncated": true,
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},
{
"oid": "72439cf8254071fd3fd23786db9316ebd12ed54d",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.4.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T15:55:35Z",
"body_truncated": false,
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},
{
"oid": "dfea87211a2782f36a76c4fc2bf052c2eef4e521",
"body": "A \"make incremental cheap and robust in production\" bundle. All additive and\nopt-in; default behavior is byte-identical, so existing persisted state is\nnever orphaned.\n\nWatermark-control surface (one coherent API):\n- state_key: pin the identity of the persisted cursor in _quickhouse_state.\n Default\n[…]\n_merge_sql prune predicate present/absent, two golden matrices), clippy\nclean, maturin --release builds, Python bindings verified (new kwargs typed,\nseed_watermark/skip_to_max mutual-exclusion error).",
"is_bot": false,
"headline": "Feat: incremental cursor control + cheaper MERGE + decode-matrix tests",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T15:55:22Z",
"body_truncated": true,
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{
"oid": "c6a3ba9d5fbe00ecddb85a619a35d905f7f9c907",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.3.5",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T14:50:53Z",
"body_truncated": false,
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},
{
"oid": "5048044542c9b57bfa51ed85573733f9b8536d0f",
"body": "The 0.3.4 fix made the type-mapping path resolve MySQL DATETIME/TIMESTAMP to\nTimestamp(us, Some(\"UTC\")), but the MySQL decoder still built a naive\n(Timestamp(us, None)) array — so quickhouse's own batch-vs-schema check\nrejected every MySQL datetime column before any destination write:\n\n arrow error\n[…]\ncarries the tz (both UTC and the naive\nopt-out), and a hermetic reproduction of the RecordBatch::try_new failure that\nbuilds the batch the same way flush_batch does. 150 core tests pass, clippy clean.",
"is_bot": false,
"headline": "Fix: MySQL decoder emits UTC-aware timestamp array (0.3.4 regression)",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T14:50:52Z",
"body_truncated": true,
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},
{
"oid": "094335affaf8d814c10ace5ae6df85a42c9e0df7",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.3.4",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-24T09:36:53Z",
"body_truncated": false,
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},
{
"oid": "d83fd43de32488cea690ae70f75303b0d36f5cee",
"body": "Two production-hardening changes for real, small/legacy source databases.\n\n1. read_max_rows_per_sec (Postgres/MySQL): a global, aggregate cap on how\n many source rows are pulled per second, shared across all parallel\n partitions. Implemented as a GCRA/virtual-scheduling limiter (ReadThrottle)\n \n[…]\nts pass (throttle math incl. shared-across-partitions\nand zero-rate no-op; datetime default-UTC mapping and override flips both\nways), clippy clean, maturin --release builds, Python bindings verified.",
"is_bot": false,
"headline": "Feat: source-read throttling; Fix: MySQL datetime -> BigQuery TIMESTAMP",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-24T09:36:46Z",
"body_truncated": true,
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},
{
"oid": "33fccb963570361f8e3c94b58942c5db5b1e38fc",
"body": "Ships the bug-10 fix (per-run-unique BigQuery staging table). 0.3.2 on\nPyPI is broken for rapid re-runs / whole-call retries into BigQuery; this\nis the version that carries the fix.",
"is_bot": false,
"headline": "Bump version to 0.3.3",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-23T20:18:35Z",
"body_truncated": false,
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},
{
"oid": "a12eb437695c5ec139ff01ac8bcbb818fdf0be3c",
"body": "Fixed-name staging ({dest}_quickhouse_tmp), dropped and recreated every\nrun then streamed into, hit BigQuery's recreate-under-same-name metadata\nlag -- rapid re-runs and whole-call retries failed with 'Table ... is\nre-created' (rows land in the old table for a minutes-long window).\n\nStaging names ar\n[…]\nsuccess/failure cleanup are verified live against ClickHouse (two new\nintegration tests: rapid back-to-back full refreshes both succeed; no\nstaging orphan remains). staging_name naming is unit-tested.",
"is_bot": false,
"headline": "Fix: per-run-unique BigQuery staging table (bug 10)",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-23T20:16:56Z",
"body_truncated": true,
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{
"oid": "b2ac8e5b0e069f753ba84e5c744f9feaa52a9089",
"body": "Ships the bug-report triage/exact-decimal-precision fixes and the\nS3/Parquet archival feature.",
"is_bot": false,
"headline": "Bump version to 0.3.2",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-23T08:41:26Z",
"body_truncated": false,
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"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 0.1
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "repository_too_young",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 47,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"forks": 0,
"stars": 0,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "0 stars",
"points": 0,
"status": "missed",
"details": [
{
"code": "stars",
"params": {
"count": 0
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "0 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"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": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"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": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 57,
"inputs": {
"packages": [
"quickhouse"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 2782
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,782 downloads/month across pypi",
"points": 45.9,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2782,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "at_risk",
"name": "Sustainability & Governance",
"value": 36,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 13,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "critical",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution",
"pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"merged_prs": 0,
"open_issues": 0,
"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "no decided pull requests or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_decided_prs_or_data",
"params": {}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 46,
"inputs": {
"followers": 4,
"owner_type": "User",
"is_verified": null,
"owner_login": "mmirzafahmi",
"public_repos": 21,
"account_age_days": 3739
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "4 followers of mmirzafahmi",
"points": 5,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 4,
"login": "mmirzafahmi"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "21 public repos, account ~10 yr old",
"points": 21.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 21
}
},
{
"code": "account_age_years",
"params": {
"years": 10
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"quickhouse"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "22 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 22
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 66,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"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": 25,
"status": "met",
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 48,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 48,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.8
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"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": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"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": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 53,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 28,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.517,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "31 of 60 human commits state their intent (structured subject or explanatory body)",
"points": 27.6,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 31,
"sampled": 60
}
}
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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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 v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.