Settings management using pydantic
pydantic/pydantic-settings має індекс здоров’я 83 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (94/100), найнижчий — AI Readiness (58/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.
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.
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.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | pydantic-settings | 2.14.2 | 414 036 268 | 44 | 27 днів тому |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 31.8/36 | Ритм комітів — 46/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 135 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 135 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 46 |
| 27/27 | Випускає релізи — опубліковано 37 релізів |
| 36/36 | Свіжість релізів — останній реліз 27 дн. тому |
| 19.8/27 | Ритм релізів — реліз кожні ~45,5 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
| releases_count | 37 |
| latest_release_tag | v2.14.2 |
| releases_from_tags | ні |
| days_since_latest_release | 27 |
| mean_days_between_releases | 45,5 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 51/60 | Зірки — 1 392 зірок |
| 18.3/25 | Форки — 160 форків |
| 5/15 | Спостерігачі — 9 спостерігачів |
| forks | 160 |
| stars | 1 392 |
| watchers | 9 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
| 80/80 | Щомісячні завантаження — 414 036 268 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
| packages | pydantic-settings |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 414 036 268 |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 25.2/54 | Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів |
| 13.6/22.5 | Розподіл комітів — головний контриб’ютор — автор 40% комітів |
| 13.5/13.5 | Широта контриб’юторів — 91 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 23 contributing companies or organizations |
| bus_factor | 2 |
| contributors_sampled | 91 |
| top_contributor_share | 0,397 |
| 43.9/46.8 | Вирішення issue — закрито 94% issue |
| 33.9/38.3 | Прийняття PR — злито 383/432 вирішених PR |
| 9/15 | OpenSSF Scorecard: Code-Review — Found 14/23 approved changesets -- score normalized to 6 |
| merged_prs | 383 |
| open_issues | 29 |
| closed_issues | 441 |
| issue_closed_ratio | 0,938 |
| closed_unmerged_prs | 49 |
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 24.9/25 | Охоплення власника — 2 882 підписників у pydantic |
| 20.9/25 | Послужний список — 79 публічних репозиторіїв, вік облікового запису ~3 р. |
| followers | 2 882 |
| owner_type | Organization |
| is_verified | — |
| owner_login | pydantic |
| public_repos | 79 |
| account_age_days | 1 438 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 27 дн. тому |
| 20/20 | Історія версій — 44 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | pydantic-settings |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 27 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 1 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://pydantic.dev/docs/validation/latest/concepts/pydantic_settings/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 5 тем |
| 0/10 | Wiki |
| topics | pydantic, configuration, environment, python, settings |
| has_wiki | ні |
| homepage | https://pydantic.dev/docs/validation/latest/concepts/pydantic_settings/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 4.5/7.5 | Code-Review — Found 14/23 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 23 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 4/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — немає даних |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 16 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 7,3 |
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.
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 18/18 | Розгортання однією командою — Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — pydantic_settings/py.typed |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 8/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | pydantic_settings/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (pydantic_settings/py.typed) |
| 50.4/55 | Керовані розміри файлів — 3/36 файлів вихідного коду понад 60 КБ |
| primary_language | Python |
| largest_source_bytes | 134 550 |
| source_files_sampled | 36 |
| oversized_source_files | 3 |
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| н/д | Branch-Protection | 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 |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 6 | Code-Review | Found 14/23 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 23 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 8 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 8 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| н/д | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 16 existing vulnerabilities detected |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | pydantic | >=2.7.0 | pyproject.toml |
| PyPI | python-dotenv | >=0.21.0 | pyproject.toml |
| PyPI | typing-inspection | >=0.4.0 | pyproject.toml |
Повний розв'язаний набір залежностей із графа залежностей GitHub: 3 прямих і 84 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | pydantic | 2.13.4 | пряма |
| PyPI | python-dotenv | 1.2.2 | пряма |
| PyPI | typing-inspection | 0.4.2 | пряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | ast-serialize | 0.4.0 | непряма |
| PyPI | azure-core | 1.38.2 | непряма |
| PyPI | azure-identity | 1.25.3 | непряма |
| PyPI | azure-keyvault-secrets | 4.11.0 | непряма |
| PyPI | black | 26.5.1 | непряма |
| PyPI | boto3 | 1.43.40 | непряма |
| PyPI | botocore | 1.43.40 | непряма |
| PyPI | botocore-stubs | 1.42.41 | непряма |
| PyPI | certifi | 2026.2.25 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | cfgv | 3.5.0 | непряма |
| PyPI | chardet | 5.2.0 | непряма |
| PyPI | charset-normalizer | 3.4.4 | непряма |
| PyPI | click | 8.3.1 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coverage | 7.13.4 | непряма |
| PyPI | cryptography | 46.0.5 | непряма |
| PyPI | diff-cover | 10.3.0 | непряма |
| PyPI | distlib | 0.4.0 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | filelock | 3.25.0 | непряма |
| PyPI | google-api-core | 2.30.0 | непряма |
| PyPI | google-auth | 2.48.0 | непряма |
| PyPI | google-cloud-secret-manager | 2.29.0 | непряма |
| PyPI | googleapis-common-protos | 1.72.0 | непряма |
| PyPI | grpc-google-iam-v1 | 0.14.3 | непряма |
| PyPI | grpcio | 1.78.0 | непряма |
| PyPI | grpcio-status | 1.78.0 | непряма |
| PyPI | identify | 2.6.17 | непряма |
| PyPI | idna | 3.11 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | isodate | 0.7.2 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jmespath | 1.1.0 | непряма |
| PyPI | librt | 0.11.0 | непряма |
| PyPI | markdown-it-py | 4.0.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | moto | 5.1.21 | непряма |
| PyPI | msal | 1.35.1 | непряма |
| PyPI | msal-extensions | 1.3.1 | непряма |
| PyPI | mypy | 2.1.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | nodeenv | 1.10.0 | непряма |
| PyPI | packaging | 26.0 | непряма |
| PyPI | pathspec | 1.0.4 | непряма |
| PyPI | platformdirs | 4.9.2 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | pre-commit | 4.6.0 | непряма |
| PyPI | proto-plus | 1.27.1 | непряма |
| PyPI | protobuf | 6.33.5 | непряма |
| PyPI | pyasn1 | 0.6.2 | непряма |
| PyPI | pyasn1-modules | 0.4.2 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic-core | 2.46.4 | непряма |
| PyPI | pygments | 2.19.2 | непряма |
| PyPI | pyjwt | 2.11.0 | непряма |
| PyPI | pytest | 9.1.1 | непряма |
| PyPI | pytest-examples | 0.0.18 | непряма |
| PyPI | pytest-mock | 3.15.1 | непряма |
| PyPI | pytest-pretty | 1.3.0 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-discovery | 1.1.0 | непряма |
| PyPI | pytokens | 0.4.1 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | requests | 2.32.5 | непряма |
| PyPI | responses | 0.26.0 | непряма |
| PyPI | rich | 14.3.3 | непряма |
| PyPI | rsa | 4.9.1 | непряма |
| PyPI | ruff | 0.15.20 | непряма |
| PyPI | s3transfer | 0.19.0 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | types-awscrt | 0.31.2 | непряма |
| PyPI | types-boto3 | 1.42.78 | непряма |
| PyPI | types-boto3-secretsmanager | 1.42.8 | непряма |
| PyPI | types-pyyaml | 6.0.12.20260518 | непряма |
| PyPI | types-s3transfer | 0.16.0 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | urllib3 | 2.6.3 | непряма |
| PyPI | virtualenv | 21.1.0 | непряма |
| PyPI | werkzeug | 3.1.6 | непряма |
| PyPI | xmltodict | 1.0.4 | непряма |
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"detail": "30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 92,
"inputs": {
"releases_count": 37,
"latest_release_tag": "v2.14.2",
"releases_from_tags": false,
"days_since_latest_release": 27,
"mean_days_between_releases": 45.5
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "37 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 37
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 27 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 27
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~45.5 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 45.5
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
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"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
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"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
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"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
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}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 72,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "good",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"forks": 160,
"stars": 1392,
"watchers": 9,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "1,392 stars",
"points": 51,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 1392
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "160 forks",
"points": 18.3,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 160
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "9 watchers",
"points": 5,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 9
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
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"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
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}
],
"value": 100,
"inputs": {
"packages": [
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],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 414036268
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "414,036,268 downloads/month across pypi",
"points": 80,
"status": "met",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 414036268,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
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}
],
"max_points": 20
}
]
}
],
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},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 79,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 62,
"inputs": {
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"contributors_sampled": 91,
"top_contributor_share": 0.397
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
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"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 40% of commits",
"points": 13.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 40
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "91 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
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"count": 91
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 23 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
"merged_prs": 383,
"open_issues": 29,
"closed_issues": 441,
"issue_closed_ratio": 0.938,
"closed_unmerged_prs": 49
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "94% of issues closed",
"points": 43.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 94
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "383/432 decided PRs merged",
"points": 33.9,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 383,
"decided": 432
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 14/23 approved changesets -- score normalized to 6",
"points": 9,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 76,
"inputs": {
"followers": 2882,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "pydantic",
"public_repos": 79,
"account_age_days": 1438
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
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}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "2,882 followers of pydantic",
"points": 24.9,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 2882,
"login": "pydantic"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "79 public repos, account ~3 yr old",
"points": 20.9,
"status": "partial",
"details": [
{
"code": "public_repos",
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},
{
"code": "account_age_years",
"params": {
"years": 3
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}
],
"max_points": 25
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]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
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],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 27
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 1,
"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 27 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 27
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "44 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 44
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"detail": "active, not deprecated or yanked",
"points": 20,
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"details": [
{
"code": "package_not_deprecated",
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}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 92,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
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"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "1 workflow(s)",
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"status": "met",
"details": [
{
"code": "ci_workflows",
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"count": 1
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
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"points": 9.6,
"status": "met",
"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": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
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"configuration",
"environment",
"python",
"settings"
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"has_wiki": false,
"homepage": "https://pydantic.dev/docs/validation/latest/concepts/pydantic_settings/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
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"components": [
{
"key": "readme",
"name": "README",
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"points": 30,
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"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
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"points": 25,
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{
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{
"key": "repository_description",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "topics",
"name": "Topics",
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"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
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}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
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"name": "Security",
"value": 73,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "good",
"name": "Security posture",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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"signed_releases"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 73,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
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"scorecard_aggregate": 7.3
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"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",
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"status": "met",
"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 14/23 approved changesets -- score normalized to 6",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 23 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": "update tool detected",
"points": 7.5,
"status": "met",
"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": "30 commit(s) and 18 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 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 8",
"points": 4,
"status": "partial",
"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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "16 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"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": [
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"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 7
},
"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": 58,
"weight": 0,
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"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
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}
},
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"key": "agent_instructions",
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"status": "missed",
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"code": "no_agent_instructions",
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{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
"status": "missed",
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},
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"status": "excluded",
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},
{
"key": "ai_verify_loop",
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"key": "automated_tests",
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"key": "demonstrated_agent_practice",
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},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
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}
],
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},
{
"key": "openssf_scorecard_pinned_dependencies",
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]
},
{
"key": "ai_code_legibility",
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},
"components": [
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"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (pydantic_settings/py.typed)",
"points": 27,
"status": "partial",
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"code": "typecheck_config_language",
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}
}
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/36 source files over 60KB",
"points": 50.4,
"status": "partial",
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{
"code": "oversized_source_files",
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}
],
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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": [],
"report_type": "repository",
"generated_at": "2026-07-16T22:15:45.945054Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pydantic/pydantic-settings.svg",
"full_name": "pydantic/pydantic-settings",
"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 v0.11.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.