Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-28 14:49 UTC

gabrieldemarmiesse / python-on-whales

An awesome Python wrapper for an awesome Docker CLI!

PythonMIT★ 708 зірок⑂ 130 форківз серп. 2020 р.Переглянути на GitHub ↗

gabrieldemarmiesse/python-on-whales має індекс здоров’я 70 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (85/100), найнижчий — Security (52/100). Останнє оновлення було 30 днів тому. Більшість нещодавньої роботи виконує один учасник.

70
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.

70
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

Gabriel de MarmiesseОсобистий обліковий запис
403 підписники86 публічних репозиторіївз черв. 2015 р.Kyutai

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIpython-on-whales0.81.012 474 237101141 день тому

Метрики за категоріями

Життєздатність

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

64Помірний · 22% загального індексу
Як обчислюється оцінка
28.8/36Свіжість push — останній push 30 дн. тому
8.3/36Ритм комітів — 12/52 тижнів із комітами
12.6/18Обсяг комітів — 24 комітів за останній рік
2/10OpenSSF Scorecard: Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
Використані вхідні дані
commits_last_year24
human_commit_share1
days_since_last_push30
active_weeks_last_year12
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 100 релізів
27/36Свіжість релізів — останній реліз 141 дн. тому
19.8/27Ритм релізів — реліз кожні ~61 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count100
latest_release_tagv0.81.0
releases_from_tagsні
days_since_latest_release141
mean_days_between_releases61
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?

77Добрий · 18% загального індексу
Як обчислюється оцінка
46.2/60Зірки — 708 зірок
17.6/25Форки — 130 форків
4.3/15Спостерігачі — 7 спостерігачів
Використані вхідні дані
forks130
stars708
watchers7
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні
Як обчислюється оцінка
80/80Щомісячні завантаження — 12 474 237 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagespython-on-whales
dependents
ecosystemspypi
total_downloads
monthly_downloads12 474 237
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

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

69Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
5.1/22.5Розподіл комітів — головний контриб’ютор — автор 77% комітів
13.5/13.5Широта контриб’юторів — 80 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled80
top_contributor_share0,774
Як обчислюється оцінка
35.7/46.8Вирішення issue — закрито 76% issue
35.6/38.3Прийняття PR — злито 455/489 вирішених PR
10.5/15OpenSSF Scorecard: Code-Review — Found 22/30 approved changesets -- score normalized to 7
Використані вхідні дані
merged_prs455
open_issues52
closed_issues168
issue_closed_ratio0,764
closed_unmerged_prs34
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
18.7/25Охоплення власника — 403 підписників у gabrieldemarmiesse
25/25Послужний список — 86 публічних репозиторіїв, вік облікового запису ~11 р.
Використані вхідні дані
followers403
owner_typeUser
is_verified
owner_logingabrieldemarmiesse
public_repos86
account_age_days4 061
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 141 дн. тому
20/20Історія версій — 101 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagespython-on-whales
ecosystemspypi
any_deprecatedні
min_days_since_publish141

Інженерна якість

Чи наявні базові інженерні практики та документація?

85Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 3 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .flake8
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 24 out of 25 merged PRs checked by a CI test -- score normalized to 9
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

52Помірний · 16% загального індексу

Стан безпеки

40У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
2.2/2.5CI-Tests — 24 out of 25 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 22/30 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 8 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
1.5/7.5Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 20 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,1
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
25/25Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories0
affected_packages0
assessed_packages5
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:python-on-whales@0.81.0 — тим, що тягне за собою встановлення опублікованого пакета, — 5 пакетів. Досяжність не аналізується.

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.

54Помірний · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 78 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,78
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .flake8
11/11Статична перевірка типів — python_on_whales/py.typed
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
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
lockfilesuv.lock
has_dockerfileтак
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configтак
typecheck_configspython_on_whales/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (python_on_whales/py.typed)
54.4/55Керовані розміри файлів — 1/93 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes86 016
source_files_sampled93
oversized_source_files1

Ключові факти

708зірок GitHub
80контриб'юторів
24комітів за останні 12 місяців
30днів від останнього пушу
100релізів
1бас-фактор
52відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

Історія зірок і форків 0 ★ / 130 ⇿
0Зірки
130Форки
94Релізи

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.

025507510012515012932020-122023-092026-06
Мажорні 0Мінорні 73Патчі 19

Кожна точка охоплює 6 днів.

OpenSSF Scorecard 4.1 / 10
4.1сукупно

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 · 2026-07-28 14:48 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests24 out of 25 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 22/30 approved changesets -- score normalized to 7
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
2Maintained3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities20 existing vulnerabilities detected
Усі залежності не зібрано

Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Сповіщення про залежності 0

Встановлення pypi:python-on-whales@0.81.0 тягне 5 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
{
  "data": {
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      "is_fork": false,
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        "Shell": 935,
        "Python": 663166,
        "Dockerfile": 323
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      "pushed_at": "2026-06-27T15:27:51Z",
      "created_at": "2020-08-30T18:10:19Z",
      "owner_type": "User",
      "updated_at": "2026-07-28T04:43:36Z",
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      "releases": [
        {
          "tag": "v0.81.0",
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        {
          "tag": "v0.80.0",
          "kind": "minor",
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        {
          "tag": "v0.79.0",
          "kind": "minor",
          "published_at": "2025-10-24T09:06:42Z"
        },
        {
          "tag": "v0.78.0",
          "kind": "minor",
          "published_at": "2025-07-14T17:08:16Z"
        },
        {
          "tag": "v0.77.0",
          "kind": "minor",
          "published_at": "2025-05-26T16:54:47Z"
        },
        {
          "tag": "v0.76.1",
          "kind": "patch",
          "published_at": "2025-03-27T11:15:52Z"
        },
        {
          "tag": "v0.75.1",
          "kind": "patch",
          "published_at": "2025-01-10T19:26:21Z"
        },
        {
          "tag": "v0.75.0",
          "kind": "minor",
          "published_at": "2025-01-09T10:57:00Z"
        },
        {
          "tag": "v0.74.0",
          "kind": "minor",
          "published_at": "2024-11-20T11:34:36Z"
        },
        {
          "tag": "v0.73.0",
          "kind": "minor",
          "published_at": "2024-09-06T10:22:42Z"
        },
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          "body": "Closes #688\n\nSummary:\nadd an opt-in metadata_file argument to docker.buildx.build() and pipe it to the CLI’s --metadata-file\ncover the new flag with unit tests and validate the integration flow by capturing metadata during the push test\nNote:\nI explored the broader DX idea (always enabling --metadat\n[…]\ning return types, context managers, and many integration tests.\nTo keep the change manageable, this PR sticks to the opt-in flag so we can unblock digest retrieval without breaking existing workflows.",
          "is_bot": false,
          "headline": "Add metadata_file opt-in for buildx builds (#689)",
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          "headline": "[Docs] Enable Syntax Highlighting (#686)",
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          "headline": "feat : Add support for Docker service networks in ComposeService (#683)",
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          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
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          "headline": "Explicitely preserver order while removing duplicates in push/pull (#…",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2025-06-30T16:49:10Z",
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          "body": "Co-authored-by: Gabriel de Marmiesse <gabrieldemarmiesse@gmail.com>",
          "is_bot": false,
          "headline": "Stream output from `pull` and `push` command (#678)",
          "author_name": "Ozren Dabić",
          "author_login": "dabico",
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          "body": "…(#680)",
          "is_bot": false,
          "headline": "Allow customization of `--isolation` and `--quiet` in `legacy_build` …",
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          "author_login": "makuchma",
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          "headline": "Bump version to 0.77.0",
          "author_name": "Gabriel de Marmiesse",
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          "body": "Co-authored-by: Pietro Agazzi <pietro.agazzi@prconsulting.eu>",
          "is_bot": false,
          "headline": "Add events method to stream Docker Compose events (#676)",
          "author_name": "Pietro Agazzi",
          "author_login": "pietroagazzi",
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          "is_bot": false,
          "headline": "Rework filters to support passing multiple filters of the same type (…",
          "author_name": "Lewis Gaul",
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          "headline": "Bump version to 0.76.1",
          "author_name": "gabrieldemarmiesse",
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          "body": null,
          "is_bot": false,
          "headline": "Fix secrets specs labels being capitalized (#675)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2025-03-25T17:48:47Z",
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          "headline": "Bump version to 0.76.0",
          "author_name": "gabrieldemarmiesse",
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          "headline": "Add support for multi-nodes on builders (#674)",
          "author_name": "Gabriel de Marmiesse",
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          "oid": "3e95100df068a0ad97dce67a9a0b0d2c510d818a",
          "body": "Fix #671 , thanks @koenvandesande !\n\nAdded `my_secret.spec.name`",
          "is_bot": false,
          "headline": "Fixed secrets and added tests (#673)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
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          "headline": "bump version to 0.75.1",
          "author_name": "Gabriel de Marmiesse",
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        {
          "oid": "c3b82f3ebbe59037b97476479f47b66d52b734d9",
          "body": "The latest 0.75.0 release [failed to publish to\nPyPi](https://github.com/gabrieldemarmiesse/python-on-whales/actions/runs/12688518269/job/35365228093).\nThis appears to be a [known behavior of\nsetuptools](https://github.com/pypa/setuptools/issues/4759)/[uv](https://github.com/astral-sh/uv/issues/9513\n[…]\n753576).\n\nIt appeared to keep the correct license metadata on PyPi, since this\nfield seems to be an optional addition to the `project.license.file`\nfield.\n\nHappy to implement any feedback, please lmk!",
          "is_bot": false,
          "headline": "Work around setuptools license file metadata issue (#666)",
          "author_name": "Eric Weber",
          "author_login": "rcwbr",
          "committed_at": "2025-01-10T18:45:43Z",
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          "is_bot": false,
          "headline": "Bump version to 0.75.0",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
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          "headline": "Add envs option to docker.compose.run() (#664) (#665)",
          "author_name": "www84",
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          "headline": "Add volumes option to docker.compose.run() (#663)",
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          "headline": "Add entrypoint option to docker.compose.run() (#659) (#661)",
          "author_name": "www84",
          "author_login": "www84",
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        {
          "oid": "07fe32a17239b1626a9acbc5d61dea0d6cfe4188",
          "body": null,
          "is_bot": false,
          "headline": "Update comment in python-publish.yml",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-12-12T18:59:19Z",
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        {
          "oid": "b2ff8654488378d913ce900b4e526b4b4d3ed6a7",
          "body": "As seen in https://docs.docker.com/build/bake/remote-definition/\nNote that this is experimental (like `buildx.bake`)",
          "is_bot": false,
          "headline": "Support bake remote definitions (#656)",
          "author_name": "Eric Weber",
          "author_login": "rcwbr",
          "committed_at": "2024-12-09T11:48:04Z",
          "body_truncated": false,
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Add anchor to link being displayed when using CLI (#654)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-11-20T11:50:44Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.74.0 (#652)",
          "author_name": "Gabriel de Marmiesse",
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        },
        {
          "oid": "140865d6ac2b36b3d5a26b78f0b9cf8788fd7b0f",
          "body": "This will become the main way we use the project for contributors. Any contributor can use other tools, \r\nbut they'll have to find out how to use the project themselves. It doesn't change anything for end users.",
          "is_bot": false,
          "headline": "Use uv in github actions and recommend uv for dev (#650)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-11-20T11:05:18Z",
          "body_truncated": false,
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        },
        {
          "oid": "9a9f090c8669d5cfe61e5388e4c2d9eacbc2d964",
          "body": "…ect output (#648)",
          "is_bot": false,
          "headline": "Fix Pod property type annotations to allow for missing fields in insp…",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-11-09T14:20:22Z",
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          "is_bot": false,
          "headline": "Add podman `is_infra` and `namespace` fields to `Container` object (#…",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-23T11:22:50Z",
          "body_truncated": false,
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        },
        {
          "oid": "d992525ce6cd43d9ce14cc552886b07bc77ba9e2",
          "body": "…cantly (#643)\n\nCo-authored-by: Gabriel de Marmiesse <gabrieldemarmiesse@gmail.com>",
          "is_bot": false,
          "headline": "Set `defer_build=True` pydantic config, improving import time signifi…",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-23T11:10:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "4531cedef39d5d12b10bbd0386eb685c954b64e3",
          "body": "Co-authored-by: Gabriel de Marmiesse <gabrieldemarmiesse@gmail.com>",
          "is_bot": false,
          "headline": "Remove leftover Pydantic v1 handling (#642)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-23T10:15:18Z",
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        },
        {
          "oid": "43b4001331eaf1a1cc59b732c0cfea0103728b30",
          "body": "We test `buildx imagetools` by using docker images available on dockerhub, some are given hashes to get the image for a specific platform and thus checking that we parse the output correctly. The docker images used were old and thus we had to upgrade them. This is what I did in this PR.\r\n\r\nMaybe we could find a way to avoid the dependency on dockerhub but I don't see any good solution for that.",
          "is_bot": false,
          "headline": ":bug: Fix buildx tests in the CI by upgrading the docker images (#646)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-10-23T10:05:37Z",
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        },
        {
          "oid": "67f75f4689651d44d759c5ac8cb5a5cc7d64fe94",
          "body": "Partially fixes\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/644",
          "is_bot": false,
          "headline": "Specify ubuntu-24.04 in the GitHub actions config (#645)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-21T15:23:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40e1f2782eee49493264442d6350b732305f5fb2",
          "body": "Before:\r\n\r\n```\r\n$ python-on-whales download-cli\r\nzsh: command not found: python-on-whales\r\n```\r\n\r\nAfter:\r\n\r\n```\r\n$ python-on-whales download-cli\r\nThe python-on-whales command line interface has been removed in python-on-whales v0.74.0. If you were using it to download the docker CLI, you should instead do it manually. Take a look at https://gabrieldemarmiesse.github.io/python-on-whales/docker_client/ which has instructions to download the Docker client.\r\n```",
          "is_bot": false,
          "headline": "Display an error message if using the `python-on-whales` command (#640)",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-10-14T11:05:09Z",
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        },
        {
          "oid": "0a1ecad38b214fbbf652f2f3576fc797f6faee94",
          "body": null,
          "is_bot": false,
          "headline": "Update docs references to download-cli (#639)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-14T10:37:02Z",
          "body_truncated": false,
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        },
        {
          "oid": "2e08c98b675b1049e967dc55892853a3b1459452",
          "body": "Removes dependency on typer/tqdm/requests by dropping support for\r\ndownloading the docker client.\r\n\r\nInitially agreed at\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/512#issuecomment-1872322431,\r\nthis has been deprecated since\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales\n[…]\nales/pull/513 as a\r\nresolution to\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/512. We\r\nwill also be able to close\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/575.",
          "is_bot": false,
          "headline": "Remove download docker client functionality (#633)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "Fix breakage of `ContainerCLI.create(env_files=path)` (#637)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-13T19:21:27Z",
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        },
        {
          "oid": "76e85551d6e9c0825cb995be354d7e70e5e4d27b",
          "body": "- Podman is now available in the default Ubuntu apt repos\r\n- Docker now doesn't come with the daemon config file\r\n- Newer version of podman has support for something that was previously an xfail testcase",
          "is_bot": false,
          "headline": "Fix the CI setup and podman testcase (#638)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-10-13T19:01:44Z",
          "body_truncated": false,
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        },
        {
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          "is_bot": false,
          "headline": "Bump version to 0.73.0",
          "author_name": "Gabriel de Marmiesse",
          "author_login": "gabrieldemarmiesse",
          "committed_at": "2024-09-06T10:20:55Z",
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        },
        {
          "oid": "4a518a5719d4d2e979538a6d232f42cce141ecef",
          "body": "Podman has support for a \"network exists\" command which checks if a\r\nnetwork exists. This adds support for that command, although it does so\r\nby way of network inspect for compatibility with Docker, which does not\r\nhave a standalone `network exists` command.\r\n\r\nCloses #618\r\n\r\n---------\r\n\r\nCo-authored-by: Gabriel de Marmiesse <gabrieldemarmiesse@gmail.com>",
          "is_bot": false,
          "headline": "Add \"network exists\" command (#632)",
          "author_name": "Ellis Clark",
          "author_login": "eclark0426",
          "committed_at": "2024-09-05T15:31:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "f58af9e0e43f3127b2f519b70a55ad0850024284",
          "body": "They should now show up in the docs.",
          "is_bot": false,
          "headline": "Added missing docstrings for network functions (#631)",
          "author_name": "Steve T",
          "author_login": "stock90975",
          "committed_at": "2024-09-05T13:30:43Z",
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        },
        {
          "oid": "6ac7b6f34a5dddee531eaadf9c11addd5dd45146",
          "body": "Follows https://github.com/gabrieldemarmiesse/python-on-whales/pull/595\r\nand https://github.com/gabrieldemarmiesse/python-on-whales/pull/599,\r\nworking on\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/584.",
          "is_bot": false,
          "headline": "Update container component to accept args as Iterable and Mapping (#627)",
          "author_name": "Lewis Gaul",
          "author_login": "LewisGaul",
          "committed_at": "2024-09-05T12:38:09Z",
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        },
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          "oid": "7bd00cbca75ff11c99b32c64df893b13189717e5",
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          "is_bot": false,
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            "value": 40,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "24 out of 25 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 22/30 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 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 not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "20 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:python-on-whales@0.81.0 runtime dependency closure — what installing the published package pulls in — 5 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:python-on-whales@0.81.0",
                  "assessed": 5
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 5,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 5,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 11
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 54,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.78,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "78 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 78,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "python_on_whales/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "python_on_whales/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "python_on_whales/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 86016,
              "source_files_sampled": 93,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (python_on_whales/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "python_on_whales/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/93 source files over 60KB",
                "points": 54.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 93,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T14:49:27.213346Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/gabrieldemarmiesse/python-on-whales.svg",
  "full_name": "gabrieldemarmiesse/python-on-whales",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 v0.27.0 — повна методологія · вікі метрик.

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