Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-21 23:42 UTC

mkleehammer / pyodbc

Python ODBC bridge

C++ · PythonMIT-0★ 3 078 зірок⑂ 572 форкиз жовт. 2008 р.Переглянути на GitHub ↗

mkleehammer/pyodbc має індекс здоров’я 72 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (90/100), найнижчий — Security (59/100). Останнє оновлення було 45 днів тому. Більшість нещодавньої роботи виконують 2 учасники.

72
загалом / 100
Добрий

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

72
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.

Власність

Michael KleehammerОсобистий обліковий запис
167 підписників16 публічних репозиторіївз жовт. 2008 р.

Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIpyodbc5.3.0-63277 днів тому

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

60Помірний · 22% загального індексу
Як обчислюється оцінка
18/36Свіжість push — останній push 45 дн. тому
8.3/36Ритм комітів — 12/52 тижнів із комітами
16.5/18Обсяг комітів — 67 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 24 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year67
human_commit_share1
days_since_last_push45
active_weeks_last_year12
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 35 релізів
16.2/36Свіжість релізів — останній реліз 277 дн. тому
19.8/27Ритм релізів — реліз кожні ~102,2 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count35
latest_release_tag5.3.0
releases_from_tagsні
days_since_latest_release277
mean_days_between_releases102,2
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

76Добрий · 18% загального індексу
Як обчислюється оцінка
56.6/60Зірки — 3 078 зірок
23/25Форки — 572 форків
11.5/15Спостерігачі — 117 спостерігачів
Використані вхідні дані
forks572
stars3 078
watchers117
growth_stateorganic
growth_factor_pct100
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT-0)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
7.2/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateтак
has_code_of_conductні
has_pull_request_templateні

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

72Добрий · 24% загального індексу
Як обчислюється оцінка
25.2/54Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів
12.6/22.5Розподіл комітів — головний контриб’ютор — автор 44% комітів
13.5/13.5Широта контриб’юторів — 47 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 40 contributing companies or organizations
Використані вхідні дані
bus_factor2
contributors_sampled47
top_contributor_share0,439
Як обчислюється оцінка
45/46.8Вирішення issue — закрито 96% issue
28.4/38.3Прийняття PR — злито 190/256 вирішених PR
9/15OpenSSF Scorecard: Code-Review — Found 19/30 approved changesets -- score normalized to 6
Використані вхідні дані
merged_prs190
open_issues41
closed_issues1 076
issue_closed_ratio0,963
closed_unmerged_prs66
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
16/25Охоплення власника — 167 підписників у mkleehammer
21/25Послужний список — 16 публічних репозиторіїв, вік облікового запису ~17 р.
Використані вхідні дані
followers167
owner_typeUser
is_verified
owner_loginmkleehammer
public_repos16
account_age_days6 500
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
26/35Свіжість публікацій — остання публікація 277 дн. тому
20/20Історія версій — 63 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagespyodbc
ecosystemspypi
any_deprecatedні
min_days_since_publish277

Інженерна якість

Чи наявні базові інженерні практики та документація?

90Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 3 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .flake8, tox.ini
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configні

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://github.com/mkleehammer/pyodbc/wiki
10/10Опис репозиторію
10/10Теми — 4 тем
10/10Wiki
Використані вхідні дані
topicspython, database, odbc, dbapi
has_wikiтак
homepagehttps://github.com/mkleehammer/pyodbc/wiki
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

59Помірний · 16% загального індексу

Стан безпеки

59Помірний
Як обчислюється оцінка
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
2.5/2.5Ліцензія — 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 — немає даних
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 — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,9
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

65Помірний · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — CLAUDE.md
0/15Машиночитана документація (llms.txt)
25.6/40Читабельна історія комітів — намір зазначено у 48 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,48
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes6 882
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .flake8, tox.ini
11/11Статична перевірка типів — C++ (статично типізована)
0/10Відтворюване середовище
4/10Підтверджена практика роботи з агентами — 2 з останніх 100 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfiles
has_dockerfileні
typed_languageтак
bootstrap_files
has_devcontainerні
has_linter_configтак
typecheck_configs
agent_commit_share0,02
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — C++ (статично типізована)
50.7/55Керовані розміри файлів — 3/38 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageC++
largest_source_bytes95 691
source_files_sampled38
oversized_source_files3

Ключові факти

3 078зірок GitHub
47контриб'юторів
67комітів за останні 12 місяців
45днів від останнього пушу
35релізів
2бас-фактор
41відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • No resolved dependencies carried a version and a supported ecosystem

Докладніше

Історія зірок і форків 3 078 ★ / 572 ⇿
3 078Зірки
572Форки
35Релізи

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

Показано лише найновішу історію — цей репозиторій перевищує вікно збору, тож найраніша історія не захоплена.

01 2502 5003 7503 078550232008-122017-092026-06
Мажорні 2Мінорні 3Патчі 27

Кожна точка охоплює 17 днів.

OpenSSF Scorecard 5.9 / 10
5.9сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).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
н/дPackagingpackaging 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
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Усі залежності 3

Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 3 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIflake8непряма
PyPIpylintнепряма
PyPIpytestнепряма
Сповіщення про залежності не оцінено

Звірка сповіщень не відбулася для цього звіту: No resolved dependencies carried a version and a supported ecosystem

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "python",
        "database",
        "odbc",
        "dbapi"
      ],
      "is_fork": false,
      "size_kb": 1919,
      "has_wiki": true,
      "homepage": "https://github.com/mkleehammer/pyodbc/wiki",
      "languages": {
        "C": 28671,
        "C++": 348572,
        "Shell": 347,
        "Python": 325066,
        "Batchfile": 9472,
        "PowerShell": 15316
      },
      "pushed_at": "2026-06-06T22:06:03Z",
      "created_at": "2008-10-03T15:19:37Z",
      "owner_type": "User",
      "updated_at": "2026-07-18T05:16:51Z",
      "description": "Python ODBC bridge",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT-0",
      "default_branch": "master",
      "license_spdx_raw": "MIT-0",
      "primary_language": "C++",
      "significant_languages": [
        "C++",
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Michael Kleehammer",
      "type": "User",
      "login": "mkleehammer",
      "company": null,
      "location": "Argyle, TX",
      "followers": 167,
      "avatar_url": "https://avatars.githubusercontent.com/u/27421?v=4",
      "created_at": "2008-10-03T14:44:45Z",
      "is_verified": null,
      "public_repos": 16,
      "account_age_days": 6500
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT-0",
      "raw_spdx": "MIT-0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "5.3.0",
          "kind": "minor",
          "published_at": "2025-10-17T18:10:58Z"
        },
        {
          "tag": "5.2.0",
          "kind": "minor",
          "published_at": "2024-10-16T01:44:25Z"
        },
        {
          "tag": "5.1.0",
          "kind": "minor",
          "published_at": "2024-02-05T17:00:57Z"
        },
        {
          "tag": "5.0.1",
          "kind": "patch",
          "published_at": "2023-10-13T17:10:49Z"
        },
        {
          "tag": "5.0.0",
          "kind": "major",
          "published_at": "2023-10-10T15:06:12Z"
        },
        {
          "tag": "5.0.0.b2",
          "kind": "other",
          "published_at": "2023-08-28T15:56:07Z"
        },
        {
          "tag": "5.0.0b1",
          "kind": "other",
          "published_at": "2023-08-27T07:32:42Z"
        },
        {
          "tag": "5.0.0a2",
          "kind": "other",
          "published_at": "2023-08-26T21:18:26Z"
        },
        {
          "tag": "4.0.39",
          "kind": "patch",
          "published_at": "2023-04-14T14:03:51Z"
        },
        {
          "tag": "4.0.38",
          "kind": "patch",
          "published_at": "2023-04-11T18:08:00Z"
        },
        {
          "tag": "4.0.35",
          "kind": "patch",
          "published_at": "2022-11-16T05:01:26Z"
        },
        {
          "tag": "4.0.34",
          "kind": "patch",
          "published_at": "2022-07-14T20:49:30Z"
        },
        {
          "tag": "4.0.30",
          "kind": "patch",
          "published_at": "2020-02-08T18:09:57Z"
        },
        {
          "tag": "4.0.28",
          "kind": "patch",
          "published_at": "2019-12-21T18:58:51Z"
        },
        {
          "tag": "4.0.27",
          "kind": "patch",
          "published_at": "2019-07-31T03:26:49Z"
        },
        {
          "tag": "4.0.26",
          "kind": "patch",
          "published_at": "2019-02-23T19:28:00Z"
        },
        {
          "tag": "4.0.25",
          "kind": "patch",
          "published_at": "2018-12-14T03:04:48Z"
        },
        {
          "tag": "4.0.24",
          "kind": "patch",
          "published_at": "2018-08-15T16:55:38Z"
        },
        {
          "tag": "4.0.23",
          "kind": "patch",
          "published_at": "2018-03-30T15:31:49Z"
        },
        {
          "tag": "4.0.21",
          "kind": "patch",
          "published_at": "2017-10-31T21:44:41Z"
        },
        {
          "tag": "4.0.19",
          "kind": "patch",
          "published_at": "2017-10-23T13:29:18Z"
        },
        {
          "tag": "4.0.18",
          "kind": "patch",
          "published_at": "2017-10-20T19:57:02Z"
        },
        {
          "tag": "4.0.16",
          "kind": "patch",
          "published_at": "2017-03-30T16:59:56Z"
        },
        {
          "tag": "4.0.15",
          "kind": "patch",
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          "body": "This ensures that we bind with settings which will accomodate all\nof the values. Also fixed a bug which was looking in the wrong\nplace for the ParameterType value when a TVP column value was\nNone.\n\nFixes #996\n\nCo-authored-by: Michael Kleehammer <michael@kleehammer.com>",
          "is_bot": false,
          "headline": "Scan all TVP rows before binding (#1481)",
          "author_name": "Bob Kline",
          "author_login": "bkline",
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          "is_bot": false,
          "headline": "Support returning rows as dictionaries (#1487)",
          "author_name": "Bob Kline",
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          "body": "Added `Connection.readvar_initsize`. If this is set to zero, we\nstart with a buffer large enough (within reason) for the entire\ncolumn value.\n\nAlso fixed a comment which referred to the wrong variable.\n\nFixes #1071\n\nCo-authored-by: Michael Kleehammer <michael@kleehammer.com>",
          "is_bot": false,
          "headline": "Make initial ReadVarColumn buffer size configurable (#1490)",
          "author_name": "Bob Kline",
          "author_login": "bkline",
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          "body_truncated": false,
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        {
          "oid": "87c345bab9724be851a45d1ee5794bc48886903b",
          "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.",
          "is_bot": false,
          "headline": "Use SQL_NUMERIC_STRUCT by default for DECIMAL/NUMERIC values (#1470)",
          "author_name": "Bob Kline",
          "author_login": "bkline",
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        {
          "oid": "e8b69a2a0ded75bbecec554f482e9c674ebfcde5",
          "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>",
          "is_bot": false,
          "headline": "Add support for SQLTablePrivileges (#1463)",
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          "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",
          "committed_at": "2026-06-06T21:09:39Z",
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          "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",
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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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          "headline": "Remove test dependency coupling for testing UUID retrieval (#1475)",
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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)",
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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)",
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          "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)",
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          "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",
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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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          "headline": "Drop Python 3.9 (EOL) and require pytest >= 9.0.3 (#1499)",
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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.",
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          "headline": "Prevent tests from failing with FreeTDS (#1473)",
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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.",
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          "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)",
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          "headline": "unpin msodbcsql18 in Ubuntu CI now that the TVP crash is fixed upstream",
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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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                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 40 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "merged_prs": 190,
              "open_issues": 41,
              "closed_issues": 1076,
              "issue_closed_ratio": 0.963,
              "closed_unmerged_prs": 66
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "96% of issues closed",
                "points": 45,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 96
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "190/256 decided PRs merged",
                "points": 28.4,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 190,
                      "decided": 256
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 19/30 approved changesets -- score normalized to 6",
                "points": 9,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "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": 59,
            "inputs": {
              "followers": 167,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "mkleehammer",
              "public_repos": 16,
              "account_age_days": 6500
            },
            "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": "167 followers of mkleehammer",
                "points": 16,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 167,
                      "login": "mkleehammer"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "16 public repos, account ~17 yr old",
                "points": 21,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 16
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 17
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "packages": [
                "pyodbc"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 277
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 277 days ago",
                "points": 26,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
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                      "days": 277
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                "max_points": 35
              },
              {
                "key": "version_history",
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                "detail": "63 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
                    "params": {
                      "count": 63
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                "max_points": 20
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              {
                "key": "not_deprecated",
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                "points": 20,
                "status": "met",
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                    "code": "package_not_deprecated",
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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?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
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                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 16,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
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                "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": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "has_wiki": true,
              "homepage": "https://github.com/mkleehammer/pyodbc/wiki",
              "has_readme": true,
              "has_docs_dir": true,
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            },
            "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",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://github.com/mkleehammer/pyodbc/wiki",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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              {
                "key": "topics",
                "name": "Topics",
                "detail": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
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              },
              {
                "key": "wiki",
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                "detail": null,
                "points": 10,
                "status": "met",
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                "max_points": 10
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          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 59,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
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            },
            "components": [
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                "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",
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
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              },
              {
                "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 19/30 approved changesets -- score normalized to 6",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 40 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
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                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "24 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
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                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
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                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "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"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 20
            },
            "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": {}
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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": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.48,
              "agent_instruction_files": [
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            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                  }
                ],
                "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": "48 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 25.6,
                "status": "partial",
                "details": [
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                    "code": "legible_history",
                    "params": {
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                      "sampled": 100
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                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
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            "components": [
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                "key": "one_command_bootstrap",
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                "detail": null,
                "points": 0,
                "status": "missed",
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              {
                "key": "automated_tests",
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                "detail": null,
                "points": 22,
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              },
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                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".flake8, tox.ini",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
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                "max_points": 11
              },
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                "key": "reproducible_environment",
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                "detail": null,
                "points": 0,
                "status": "missed",
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              },
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                "points": 4,
                "status": "partial",
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                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
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                "status": "missed",
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
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            ]
          },
          {
            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 96,
            "inputs": {
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              "largest_source_bytes": 95691,
              "source_files_sampled": 38,
              "oversized_source_files": 3
            },
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                "points": 45,
                "status": "met",
                "details": [
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                    "code": "statically_typed_language",
                    "params": {
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "3/38 source files over 60KB",
                "points": 50.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
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                "max_points": 55
              }
            ]
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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."
      }
    ],
    "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",
  "full_name": "mkleehammer/pyodbc",
  "license_state": "standard",
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}

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.26.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистикаPyPI.