✨ A Pydantic to PySpark schema library
mitchelllisle/sparkdantic має індекс здоров’я 73 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (92/100), найнижчий — Security (51/100). Останнє оновлення було 5 днів тому. Більшість нещодавньої роботи виконує один учасник.
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.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | sparkdantic | 2.8.4 | - | 57 | 5 днів тому |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 36/36 | Свіжість push — останній push 5 дн. тому |
| 27.7/36 | Ритм комітів — 40/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 185 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 21 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 185 |
| human_commit_share | — |
| days_since_last_push | 5 |
| active_weeks_last_year | 40 |
| 27/27 | Випускає релізи — опубліковано 61 релізів |
| 36/36 | Свіжість релізів — останній реліз 5 дн. тому |
| 19.8/27 | Ритм релізів — реліз кожні ~47,5 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
| releases_count | 61 |
| latest_release_tag | v2.8.4 |
| releases_from_tags | ні |
| days_since_latest_release | 5 |
| mean_days_between_releases | 47,5 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 34.1/60 | Зірки — 128 зірок |
| 10.8/25 | Форки — 21 форків |
| 3.3/15 | Спостерігачі — 5 спостерігачів |
| forks | 21 |
| stars | 128 |
| watchers | 5 |
| 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) |
| 18/18 | 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 | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 8.8/22.5 | Розподіл комітів — головний контриб’ютор — автор 61% комітів |
| 13.5/13.5 | Широта контриб’юторів — 16 контриб’юторів |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| bus_factor | 1 |
| contributors_sampled | 16 |
| top_contributor_share | 0,607 |
| 40.3/46.8 | Вирішення issue — закрито 86% issue |
| 36.1/38.3 | Прийняття PR — злито 805/852 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/4 approved changesets -- score normalized to 0 |
| merged_prs | 805 |
| open_issues | 5 |
| closed_issues | 31 |
| issue_closed_ratio | 0,861 |
| closed_unmerged_prs | 47 |
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 9.5/25 | Охоплення власника — 20 підписників у mitchelllisle |
| 25/25 | Послужний список — 99 публічних репозиторіїв, вік облікового запису ~10 р. |
| followers | 20 |
| owner_type | User |
| is_verified | — |
| owner_login | mitchelllisle |
| public_repos | 99 |
| account_age_days | 3 764 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 5 дн. тому |
| 20/20 | Історія версій — 57 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | sparkdantic |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 5 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 2 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 — 16 out of 16 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://mitchelllisle.github.io/sparkdantic/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 3 тем |
| 0/10 | Wiki |
| topics | pydantic, pyspark, schema |
| has_wiki | ні |
| homepage | https://mitchelllisle.github.io/sparkdantic/ |
| 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 |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 16 out of 16 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 |
| 0/7.5 | Code-Review — Found 0/4 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 — 21 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5,1 |
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 — src/sparkdantic/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 |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 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 | src/sparkdantic/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (src/sparkdantic/py.typed) |
| 55/55 | Керовані розміри файлів — 0/23 файлів вихідного коду понад 60 КБ |
| primary_language | Python |
| largest_source_bytes | 22 575 |
| source_files_sampled | 23 |
| oversized_source_files | 0 |
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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 16 out of 16 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 |
| 0 | Code-Review | Found 0/4 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 | 21 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | pydantic | >=2.1.1,<3.0.0 | pyproject.toml |
| PyPI | jmespath | >=1.0.1,<2.0.0 | pyproject.toml |
| PyPI | pyparsing | >=3.1.1,<4.0.0 | pyproject.toml |
| PyPI | packaging | >=24.2,<27.0 | pyproject.toml |
| PyPI | jinja2 | >=3.1.6 | pyproject.toml |
Повний розв'язаний набір залежностей із графа залежностей GitHub: 5 прямих і 101 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | jinja2 | 3.1.6 | пряма |
| PyPI | jmespath | 1.1.0 | пряма |
| PyPI | packaging | 26.0 | пряма |
| PyPI | pydantic | 2.12.5 | пряма |
| PyPI | pyparsing | 3.3.2 | пряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | babel | 2.18.0 | непряма |
| PyPI | backports-tarfile | 1.2.0 | непряма |
| PyPI | backrefs | 6.2 | непряма |
| PyPI | bump2version | 1.0.1 | непряма |
| PyPI | bumpversion | 0.6.0 | непряма |
| PyPI | certifi | 2026.2.25 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | cfgv | 3.5.0 | непряма |
| PyPI | charset-normalizer | 3.4.6 | непряма |
| PyPI | click | 8.3.1 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coverage | 7.13.5 | непряма |
| PyPI | cryptography | 48.0.1 | непряма |
| PyPI | distlib | 0.4.0 | непряма |
| PyPI | dlint | 0.16.0 | непряма |
| PyPI | docutils | 0.22.4 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | faker | 37.12.0 | непряма |
| PyPI | filelock | 3.25.2 | непряма |
| PyPI | flake8 | 7.3.0 | непряма |
| PyPI | flake8-bugbear | 24.12.12 | непряма |
| PyPI | ghp-import | 2.1.0 | непряма |
| PyPI | griffelib | 2.0.0 | непряма |
| PyPI | hypothesis | 6.151.9 | непряма |
| PyPI | id | 1.6.1 | непряма |
| PyPI | identify | 2.6.18 | непряма |
| PyPI | idna | 3.15 | непряма |
| PyPI | importlib-metadata | 9.0.0 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | jaraco-classes | 3.4.0 | непряма |
| PyPI | jaraco-context | 6.1.2 | непряма |
| PyPI | jaraco-functools | 4.4.0 | непряма |
| PyPI | jeepney | 0.9.0 | непряма |
| PyPI | keyring | 25.7.0 | непряма |
| PyPI | librt | 0.8.1 | непряма |
| PyPI | markdown | 3.10.2 | непряма |
| PyPI | markdown-it-py | 4.0.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | mccabe | 0.7.0 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mergedeep | 1.3.4 | непряма |
| PyPI | mkautodoc | 0.2.0 | непряма |
| PyPI | mkdocs | 1.6.1 | непряма |
| PyPI | mkdocs-autorefs | 1.4.4 | непряма |
| PyPI | mkdocs-gen-files | 0.6.1 | непряма |
| PyPI | mkdocs-get-deps | 0.2.2 | непряма |
| PyPI | mkdocs-literate-nav | 0.6.3 | непряма |
| PyPI | mkdocs-material | 9.7.6 | непряма |
| PyPI | mkdocs-material-extensions | 1.3.1 | непряма |
| PyPI | mkdocstrings | 0.30.1 | непряма |
| PyPI | mkdocstrings-python | 2.0.3 | непряма |
| PyPI | more-itertools | 10.8.0 | непряма |
| PyPI | mypy | 1.19.1 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | nh3 | 0.3.3 | непряма |
| PyPI | nodeenv | 1.10.0 | непряма |
| PyPI | paginate | 0.5.7 | непряма |
| PyPI | pathspec | 1.0.4 | непряма |
| PyPI | pep8-naming | 0.15.1 | непряма |
| PyPI | platformdirs | 4.9.4 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | pre-commit | 4.5.1 | непряма |
| PyPI | properdocs | 1.6.7 | непряма |
| PyPI | py4j | 0.10.9.9 | непряма |
| PyPI | pycodestyle | 2.14.0 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic-core | 2.41.5 | непряма |
| PyPI | pyflakes | 3.4.0 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pymdown-extensions | 10.21.3 | непряма |
| PyPI | pyspark | 4.1.1 | непряма |
| PyPI | pytest | 9.0.3 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | pytest-dotenv | 0.5.2 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-discovery | 1.2.0 | непряма |
| PyPI | python-dotenv | 1.2.2 | непряма |
| PyPI | pywin32-ctypes | 0.2.3 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | pyyaml-env-tag | 1.1 | непряма |
| PyPI | readme-renderer | 44.0 | непряма |
| PyPI | requests | 2.33.0 | непряма |
| PyPI | requests-toolbelt | 1.0.0 | непряма |
| PyPI | rfc3986 | 2.0.0 | непряма |
| PyPI | rich | 14.3.3 | непряма |
| PyPI | secretstorage | 3.5.0 | непряма |
| PyPI | setuptools | 82.0.1 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | sortedcontainers | 2.4.0 | непряма |
| PyPI | sparkdantic | 2.8.3 | непряма |
| PyPI | tomli | 2.4.0 | непряма |
| PyPI | twine | 6.2.0 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | tzdata | 2025.3 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | virtualenv | 21.2.0 | непряма |
| PyPI | watchdog | 6.0.0 | непряма |
| PyPI | zipp | 3.23.0 | непряма |
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"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": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 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": 55,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 86,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"src/sparkdantic/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"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": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "src/sparkdantic/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/sparkdantic/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 22575,
"source_files_sampled": 23,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (src/sparkdantic/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "src/sparkdantic/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/23 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 23,
"oversized": 0
}
}
],
"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": [],
"report_type": "repository",
"generated_at": "2026-07-18T23:50:13.343759Z",
"schema_version": "0.14.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mitchelllisle/sparkdantic.svg",
"full_name": "mitchelllisle/sparkdantic",
"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 v0.14.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.