Registro público
Informe de salud del softwareesquema 0.26.0 · métricas 1.13.0 · 2026-07-21 23:42 UTC

mkleehammer / pyodbc

Python ODBC bridge

C++ · PythonMIT-0★ 3078 estrellas⑂ 572 forksdesde oct 2008Ver en GitHub ↗

mkleehammer/pyodbc tiene un índice de salud de 72 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (90/100) y la más baja, Security (59/100). Se actualizó por última vez hace 45 días. 2 personas concentran la mayor parte del trabajo reciente.

72
global / 100
Bueno

Índice de salud del software

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

72
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

Michael KleehammerCuenta personal
167 seguidores16 repositorios públicosdesde oct 2008

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

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPIpyodbc5.3.0-63hace 277 días

Métricas por categoría

Vitalidad

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

60Moderado · 22% del índice global
Cómo se puntúa
18/36Recencia de push — último push hace 45 días
8.3/36Cadencia de commits — 12/52 semanas con commits
16.5/18Volumen de commits — 67 commits en el último año
10/10OpenSSF Scorecard: Maintained — 24 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year67
human_commit_share1
days_since_last_push45
active_weeks_last_year12
Cómo se puntúa
27/27Publica versiones — 35 versiones publicadas
16.2/36Recencia de las versiones — última versión hace 277 días
19.8/27Cadencia de publicación — una versión cada ~102,2 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count35
latest_release_tag5.3.0
releases_from_tagsno
days_since_latest_release277
mean_days_between_releases102,2
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?

76Bueno · 18% del índice global
Cómo se puntúa
56.6/60Estrellas — 3078 estrellas
23/25Forks — 572 forks
11.5/15Observadores — 117 observadores
Datos de entrada utilizados
forks572
stars3078
watchers117
growth_stateorganic
growth_factor_pct100
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT-0)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
7.2/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_template
has_code_of_conductno
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

72Bueno · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
12.6/22.5Distribución de commits — el principal contribuyente firma el 44% de los commits
13.5/13.5Amplitud de contribuyentes — 47 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 40 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled47
top_contributor_share0,439
Cómo se puntúa
45/46.8Resolución de issues — 96% de issues cerradas
28.4/38.3Aceptación de PR — 190/256 PR decididos fusionados
9/15OpenSSF Scorecard: Code-Review — Found 19/30 approved changesets -- score normalized to 6
Datos de entrada utilizados
merged_prs190
open_issues41
closed_issues1076
issue_closed_ratio0,963
closed_unmerged_prs66
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
16/25Alcance del propietario — 167 seguidores de mkleehammer
21/25Trayectoria — 16 repos públicos, cuenta de ~17 años
Datos de entrada utilizados
followers167
owner_typeUser
is_verified
owner_loginmkleehammer
public_repos16
account_age_days6500
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
26/35Recencia de publicación — última publicación hace 277 días
20/20Historial de versiones — 63 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagespyodbc
ecosystemspypi
any_deprecatedno
min_days_since_publish277

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

90Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 3 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .flake8, tox.ini
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_configno

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://github.com/mkleehammer/pyodbc/wiki
10/10Descripción del repositorio
10/10Topics — 4 topics
10/10Wiki
Datos de entrada utilizados
topicspython, database, odbc, dbapi
has_wiki
homepagehttps://github.com/mkleehammer/pyodbc/wiki
has_readme
has_docs_dir
has_description

Seguridad

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

59Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
4.5/7.5Code-Review — Found 19/30 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 40 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 24 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,9
Excluidos de la puntuación (sin datos o no aplicable): packaging, signed_releases. Los pesos restantes se han renormalizado.

Preparación para IA

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

65Moderado · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
25.6/40Historial de commits legible — 48 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,48
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes6882
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .flake8, tox.ini
11/11Verificación estática de tipos — C++ (tipado estático)
0/10Entorno reproducible
4/10Práctica demostrada con agentes — 2 de los últimos 100 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfiles
has_dockerfileno
typed_language
bootstrap_files
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0,02
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
45/45Código verificable por tipos — C++ (tipado estático)
50.7/55Tamaños de archivo manejables — 3/38 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageC++
largest_source_bytes95.691
source_files_sampled38
oversized_source_files3

Datos clave

3078estrellas de GitHub
47contribuidores
67commits en los últimos 12 meses
45días desde el último push
35versiones publicadas
2factor bus
41issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • No resolved dependencies carried a version and a supported ecosystem

Más detalle

Historial de estrellas y forks 3078 ★ / 572 ⇿
3078Estrellas
572Forks
35Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

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

01250250037503078550232008-122017-092026-06
Mayor 2Menor 3Parche 27

Cada punto abarca 17 días.

OpenSSF Scorecard 5.9 / 10
5.9agregado

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).Scorecard v5.5.0 · 2026-07-21 23:42 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 19/30 approved changesets -- score normalized to 6
10Contributorsproject has 40 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained24 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Todas las dependencias 3

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 3 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIflake8indirecta
PyPIpylintindirecta
PyPIpytestindirecta
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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          "body": "POTENTIALLY BREAKING: this changes the default behavior for fetching DECIMAL and\nNUMERIC values for every connection on upgrade.\n\nDECIMAL/NUMERIC values are now fetched via the binary SQL_NUMERIC_STRUCT\n(SQL_C_NUMERIC) path by default, instead of being read as text and parsed -- the\nold path guessed\n[…]\nHelps #996.\n\nNote for release notes: call this out as potentially breaking, document the\nfetch_decimal_as_string bypass, and note the historical driver-compatibility\ncaution around SQL_NUMERIC_STRUCT.",
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          "body": "* Add support for SQLTablePrivileges\n\nWe're limited in what we can test, as we don't know that we'll be\nrunning with GRANT permissions in the pipeline test harness, but\nwe can at least make sure the function returns a results set with\nthe right shape and column names. No point in testing on SQLite,\n\n[…]\nsuppressed .DS_Store in .gitignore.\n\nCloses #1340\n\n* Fix .pyi stub: tablesPrivileges -> tablePrivileges to match the method name\n\n---------\n\nCo-authored-by: Michael Kleehammer <michael@kleehammer.com>",
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          "oid": "c9cada99a6fb43e6ee33fcb9f46d7ddcdebdfa56",
          "body": "Closes #1410\n\nCo-authored-by: Michael Kleehammer <michael@kleehammer.com>",
          "is_bot": false,
          "headline": "Expose the native ODBC handles (#1493)",
          "author_name": "Bob Kline",
          "author_login": "bkline",
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          "body": "Closes #651",
          "is_bot": false,
          "headline": "Make driver_completion configurable (#1488)",
          "author_name": "Bob Kline",
          "author_login": "bkline",
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          "oid": "6334b2abd7de1e8953778ac113784bdbfa8b38c3",
          "body": "When the connection property compat_diagrec_byte_length is set to\n`True` we know that the driver reports the diagnostic message size\nin bytes (instead of characters as called for by ODBC). This works\naround a bug in Oracle's ODBC driver.\n\nFixes #489",
          "is_bot": false,
          "headline": "Add flag for buggy SQLGetDiagRecW driver behavior (#1464)",
          "author_name": "Bob Kline",
          "author_login": "bkline",
          "committed_at": "2026-06-06T21:09:36Z",
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          "body": "Fixes #505",
          "is_bot": false,
          "headline": "Allow setting of connection string attributes (#1465)",
          "author_name": "Bob Kline",
          "author_login": "bkline",
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          "body": "The `pyodbc.dataSources()` function now accepts an optional\nkeyword argument (\"scope\") to filter the reported DSNs to\njust the user DSNs or just the system DSNs.\n\nCloses #1415",
          "is_bot": false,
          "headline": "Support filtering DSN by scope (#1461)",
          "author_name": "Bob Kline",
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          "is_bot": false,
          "headline": "Remove test dependency coupling for testing UUID retrieval (#1475)",
          "author_name": "Bob Kline",
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          "body": "Closes #1140\n\nCo-authored-by: Michael Kleehammer <michael@kleehammer.com>",
          "is_bot": false,
          "headline": "Fetch messages when DAE kicks in (#1468)",
          "author_name": "Bob Kline",
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          "body": "It is not always true that the number of values in a Row matches\nthe size of the Row's value dictionary, because the dictionary can\nonly store a single entry for a given column name.\n\nFixes #649",
          "is_bot": false,
          "headline": "Remove incorrect check when unpickling Row (#1466)",
          "author_name": "Bob Kline",
          "author_login": "bkline",
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        {
          "oid": "a4f6bca21855bede68fe54754c4d7ff848d710e4",
          "body": "There's no pipeline scaffolding for DB2 tests. I have tested\nlocally with DB2 v11.5.8.0, IBM ODBC driver 11.5.0 linux 64,\nPython 3.12.3.\n\nCloses #1411",
          "is_bot": false,
          "headline": "Allow fetch of DB2 BLOB (#1462)",
          "author_name": "Bob Kline",
          "author_login": "bkline",
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          "oid": "17bf37c74f8b707fd94864dd769e84c36f1c6751",
          "body": "Py_STRINGIFY() already does what STRINGIFY() and TOSTRING() do.\n\nCloses #1222",
          "is_bot": false,
          "headline": "Replace custom macros with Py_STRINGIFY() (#1485)",
          "author_name": "Bob Kline",
          "author_login": "bkline",
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          "body": "Follow-up to #1469 / #1472.  Keeping the bytearray object alive in the\nkeepalives list is not enough: PyByteArray_AsString returns a pointer into\nthe object's internal storage, which a concurrent resize (.extend(), +=,\nslice assignment) reallocates -- invalidating the pointer handed to the\ndriver.  \n[…]\n stable for the driver's lifetime-of-use.\n\nAlso convert the bytearray and str branches to the Object RAII wrapper so the\nlocal reference is released on every exit without manual Py_DECREF bookkeeping.",
          "is_bot": false,
          "headline": "attrs_before: snapshot bytearray into immutable bytes (#1497) (#1500)",
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          "body": "Clears Dependabot GHSA-6w46-j5rx-g56g (pytest tmpdir handling); the fix needs pytest 9.0.3+ which requires Python 3.10+. Bumps version to 5.4.0.",
          "is_bot": false,
          "headline": "Drop Python 3.9 (EOL) and require pytest >= 9.0.3 (#1499)",
          "author_name": "Michael Kleehammer",
          "author_login": "mkleehammer",
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          "body": "Fixes the FreeTDS driver-detection typo, adds version-gated skips for tests that fail or crash under FreeTDS, and completes the IS_FREEDTS->IS_FREETDS rename across tests added since (#1452, #1460). Closes #1471.",
          "is_bot": false,
          "headline": "Prevent tests from failing with FreeTDS (#1473)",
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          "committed_at": "2026-06-04T23:30:32Z",
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          "body": "statistics() now encodes the table name with the connection's TextEnc and calls SQLStatisticsW, so non-ASCII names work (#1457). Includes a regression test.",
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          "headline": "Fix .statistics() issue with Unicode table names (#1460)",
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          "body": "…fixed (#1498)\n\n18.6.1.1 caused an access violation in _test_tvp() (#1459); fixed in 18.6.2.1.",
          "is_bot": false,
          "headline": "Use ODBC Driver 18.6.2.1 for Windows tests now that the TVP crash is …",
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          "body": "The 18.5.1.1 pin was a workaround for the 18.6.1.1 driver regression in\n_test_tvp() (#1459), which Microsoft fixed in 18.6.0002. Install the current\ndriver again.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)",
          "is_bot": false,
          "headline": "unpin msodbcsql18 in Ubuntu CI now that the TVP crash is fixed upstream",
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          "body": "Also documents the Claude scratch-dir convention and ignores .claude/scratch/.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)",
          "is_bot": false,
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          "body": "The `GetParamType()` function calls `SQLDescribeParam()` and caches\nthe type information it gets from the driver in a dynamically\nallocated array with one slot for each top-level parameter. This\nshould not be done for nested table column \"parameters\" because:\n\n- that corrupts the heap when a TVP has\n[…]\n test sometimes\npasses and sometimes crashes the Python interpreter (and *always*\ncrashed Python when the `tests/__pycache__` directory was not\npresent in my testing--not sure why 🤷‍♂️).\n\nCloses #1450",
          "is_bot": false,
          "headline": "Avoid heap corruption with NULLs in TVPs (#1450)",
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          "is_bot": false,
          "headline": "Keep SetConnectAttrW buffers alive",
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          "body": "Version 18.6.1.1 causes the MS SQL _test_tvp() unit test to raise an access violation fault, so using 18.5.2 for the time being.",
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          "body": "When NDEBUG is not defined PyUnicode_Check was called on argument\nthat can be NULL.\n\nFixes #1438",
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          "body": "* Use `HOMEBREW_PREFIX` to locate Homebrew\n\n* Use `HOMEBREW_PREFIX` for linking if set",
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          "headline": "Add py3.14 to ubuntu build artifacts",
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          "body": "This allows pip to use the latest version of setuptools, rather than the older built-in version.",
          "is_bot": false,
          "headline": "remove --no-isolation from python build",
          "author_name": "Keith Erskine",
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          "is_bot": false,
          "headline": "add musllinux x86 and ARM64 to build",
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          "body": "Many thanks to @Greenie0701 for setting this up.",
          "is_bot": false,
          "headline": "add windows_arm64 wheels to build",
          "author_name": "Keith Erskine",
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          "body": "version 67.7 is old now and seems to be incompatible with the license expression requirements in PEP 639.",
          "is_bot": false,
          "headline": "update setuptools",
          "author_name": "Keith Erskine",
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          "body": "PEP 639 requires license expressions to be standardized now.  The format {text = \"MIT-0\"} is deprecated too but Python 3.8 does not work without it that way.",
          "is_bot": false,
          "headline": "update license to be SPDX compliant",
          "author_name": "Keith Erskine",
          "author_login": "keitherskine",
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          "headline": "appveyor logging tweaks",
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          "body": "Runner windows-2019 is deprecated.",
          "is_bot": false,
          "headline": "use GitHub runner windows-2022",
          "author_name": "Keith Erskine",
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          "author_name": "Michael Kleehammer",
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          "author_name": "Keith Erskine",
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          "body": "Postgres 11 is already EOL and Postgres 12 is about to be EOL so let's use Postgres 13 as the minimum Postgres version in the CI builds.",
          "is_bot": false,
          "headline": "Standardize on Postgres 13",
          "author_name": "Keith Erskine",
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          "headline": "Add pyodbc.SQL_SS_VARIANT constant",
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          "headline": "Bump cibuildwheel version",
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          "body": "SQL Server drivers needed updating. Postgres drivers have moved. MySQL now separates 32-bit and 64-bit drivers - up to v8.0 are 32-bit, v8.1 and above are 64-bit.",
          "is_bot": false,
          "headline": "Appveyor ODBC driver updates",
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          "is_bot": false,
          "headline": "fix sqlcmd issues Ubuntu CI",
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          "headline": "Convert tabs to spaces",
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          "body": "Signed-off-by: Adam Williamson <awilliam@redhat.com>",
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          "body": "The `encoding` parameter was being put into an Object wrapper which decremented its refcount\ncausing a segfault if used.  The value is not kept so the easiest solution is to simply borrow\nthe original pointer and do not wrap it.  I'm not sure why I did.",
          "is_bot": false,
          "headline": "connect: Do not deref `encoding` parameter (#1343)",
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          "body": "It used to be necessary to have special DOS compilation commands when compiling earlier versions of pyodbc but that is no longer needed.  Besides, we build Windows wheels in Github Actions now.",
          "is_bot": false,
          "headline": "remove redundant compile.cmd script",
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          "headline": "Release 5.1.0",
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          "body": "When fast_executemany is True, function ExecuteMulti() is called instead of execute().  ExecuteMulti() was not calling GetDiagRecs() to populate the cursor \"messages\" attribute.  Made GetDiagRecs() public for that purpose.",
          "is_bot": false,
          "headline": "get diag recs when fast_executemany=True",
          "author_name": "Keith Erskine",
          "author_login": "keitherskine",
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          "body": "Version 2 of github/codeql-action is now deprecated.",
          "is_bot": false,
          "headline": "update github/codeql-action from v2 to v3",
          "author_name": "Keith Erskine",
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          "headline": "re-order Appveyor builds, most recent Python first",
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          "is_bot": false,
          "headline": "use M1 runner for ARM64 wheels",
          "author_name": "Keith Erskine",
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          "body": "Use the VS2022 AppVeyor Windows image always.  Add Python3.12.  Use MSSQL 2019, Postgresql13, and MySQL8.0.  MySQL5.7 is now past EOL.",
          "is_bot": false,
          "headline": "AppVeyor updates",
          "author_name": "Keith Erskine",
          "author_login": "keitherskine",
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          "headline": "Release 5.0.1",
          "author_name": "Michael Kleehammer",
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          "headline": "attrs_before: Add error for unknown type",
          "author_name": "Michael Kleehammer",
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          "body": "Add the pyodbc.odbcversion attribute to pyodbc.pyi, and tweak the newlines in the pyodbc docs.",
          "is_bot": false,
          "headline": "odbcversion doc and pyi updates",
          "author_name": "Keith Erskine",
          "author_login": "keitherskine",
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        },
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          "body": "It looks like the code to handle byte values in the attrs_before parameter was lost in the v5 upgrade.  Adding it back in.",
          "is_bot": false,
          "headline": "handle bytes in attrs_before",
          "author_name": "Keith Erskine",
          "author_login": "keitherskine",
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          "headline": "Updating version to 5.0.0",
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                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
        "band": "excellent",
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        "metrics": [
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                "points": 24,
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                "key": "openssf_scorecard_ci_tests",
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              "homepage": "https://github.com/mkleehammer/pyodbc/wiki",
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        ],
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        "key": "security",
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              },
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              {
                "key": "code_review",
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              },
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                "key": "contributors",
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                "key": "dangerous_workflow",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
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                "points": 0,
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                "details": [],
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 5,
                "status": "met",
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              },
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                "key": "license",
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                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
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                "key": "maintained",
                "name": "Maintained",
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                "status": "met",
                "details": [],
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              },
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                "key": "packaging",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                "max_points": 5
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                "key": "pinned_dependencies",
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                "key": "sast",
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                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                "max_points": 7.5
              },
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                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "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",
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            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
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            },
            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
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                ],
                "max_points": 100
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            ]
          }
        ],
        "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": 65,
        "weight": 0,
        "metrics": [
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            "key": "ai_agent_context",
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            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "machine_readable_docs_llms_txt",
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              {
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                "points": 25.6,
                "status": "partial",
                "details": [
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                    }
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "dependency_bot_commit_share": 0
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            "components": [
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              },
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                "key": "static_type_checking",
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                ],
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              },
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              },
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                    }
                  }
                ],
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              },
              {
                "key": "automated_maintenance",
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                ],
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              },
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            ]
          },
          {
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              "oversized_source_files": 3
            },
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              {
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
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        ],
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      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T23:42:28.927411Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mkleehammer/pyodbc.svg",
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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 v0.26.0 — metodología completa · wiki de métricas.

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