Databricks SQL Connector for Python
databricks/databricks-sql-python має індекс здоров’я 80 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (93/100), найнижчий — AI Readiness (44/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 6 учасників.
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 | databricks-sql-connector | 4.3.0 | - | 101 | 35 днів тому |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 24.2/36 | Ритм комітів — 35/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 118 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 118 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 35 |
| 27/27 | Випускає релізи — опубліковано 66 релізів |
| 36/36 | Свіжість релізів — останній реліз 35 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~21,4 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
| releases_count | 66 |
| latest_release_tag | v4.3.0 |
| releases_from_tags | ні |
| days_since_latest_release | 35 |
| mean_days_between_releases | 21,4 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 38.3/60 | Зірки — 231 зірок |
| 18.1/25 | Форки — 148 форків |
| 7.1/15 | Спостерігачі — 20 спостерігачів |
| forks | 148 |
| stars | 231 |
| watchers | 20 |
| growth_state | organic |
| growth_factor_pct | 100 |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | так |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 48.6/54 | Бас-фактор — на 6 контриб’ютор(ів) припадає половина всіх комітів |
| 18.7/22.5 | Розподіл комітів — головний контриб’ютор — автор 17% комітів |
| 13.5/13.5 | Широта контриб’юторів — 59 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| bus_factor | 6 |
| contributors_sampled | 59 |
| top_contributor_share | 0,17 |
| 33.9/46.8 | Вирішення issue — закрито 72% issue |
| 31.3/38.3 | Прийняття PR — злито 438/535 вирішених PR |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 26/30 approved changesets -- score normalized to 8 |
| merged_prs | 438 |
| open_issues | 75 |
| closed_issues | 198 |
| issue_closed_ratio | 0,725 |
| closed_unmerged_prs | 97 |
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 25/25 | Охоплення власника — 3 894 підписників у databricks |
| 25/25 | Послужний список — 261 публічних репозиторіїв, вік облікового запису ~13 р. |
| followers | 3 894 |
| owner_type | Organization |
| is_verified | — |
| owner_login | databricks |
| public_repos | 261 |
| account_age_days | 4 756 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 35 дн. тому |
| 20/20 | Історія версій — 101 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | databricks-sql-connector |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 35 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 12 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | 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 | ні |
| has_precommit_config | ні |
| 30/30 | README |
| 25/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 4 тем |
| 10/10 | Wiki |
| topics | databricks, dwh, python3, sql |
| has_wiki | так |
| homepage | — |
| 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 |
| 3/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 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 |
| 6/7.5 | Code-Review — Found 26/30 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no 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 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 4.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5,8 |
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 25/25 | Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 16 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
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 | — |
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — src/databricks/sql/parameters/py.typed, src/databricks/sql/py.typed |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 9/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| has_nix | ні |
| has_tests | так |
| lockfiles | poetry.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | src/databricks/sql/parameters/py.typed, src/databricks/sql/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (src/databricks/sql/parameters/py.typed, src/databricks/sql/py.typed) |
| 53.3/55 | Керовані розміри файлів — 5/158 файлів вихідного коду понад 60 КБ |
| primary_language | Python |
| largest_source_bytes | 1 060 467 |
| source_files_sampled | 158 |
| oversized_source_files | 5 |
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
| example_dirs | examples |
| has_mcp_signal | ні |
| api_schema_files | — |
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.
Кожна точка охоплює 4 днів.
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 |
| 4 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 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 |
| 8 | Code-Review | Found 26/30 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 9 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 9 |
| 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | thrift | ~=0.24.0 | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | lz4 | — | pyproject.toml |
| PyPI | requests | ^2.18.1 | pyproject.toml |
| PyPI | oauthlib | ^3.1.0 | pyproject.toml |
| PyPI | openpyxl | ^3.0.10 | pyproject.toml |
| PyPI | urllib3 | >=1.26 | pyproject.toml |
| PyPI | python-dateutil | ^2.8.0 | pyproject.toml |
| PyPI | pyarrow | — | pyproject.toml |
| PyPI | pyjwt | ^2.0.0 | pyproject.toml |
| PyPI | pybreaker | ^1.0.0 | pyproject.toml |
| PyPI | requests-kerberos | ^0.15.0 | pyproject.toml |
| PyPI | databricks-sql-kernel | ^0.2.0 | pyproject.toml |
Повний розв'язаний набір залежностей із графа залежностей GitHub: 13 прямих і 45 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | databricks-sql-kernel | 0.2.0 | пряма |
| PyPI | lz4 | 4.4.5 | пряма |
| PyPI | oauthlib | 3.3.1 | пряма |
| PyPI | openpyxl | 3.1.5 | пряма |
| PyPI | pandas | 2.3.3 | пряма |
| PyPI | pyarrow | 23.0.1 | пряма |
| PyPI | pybreaker | 1.4.1 | пряма |
| PyPI | pyjwt | 2.13.0 | пряма |
| PyPI | python-dateutil | 2.9.0.post0 | пряма |
| PyPI | requests | 2.34.2 | пряма |
| PyPI | requests-kerberos | 0.15.0 | пряма |
| PyPI | thrift | 0.24.0 | пряма |
| PyPI | urllib3 | 2.7.0 | пряма |
| PyPI | astroid | 4.0.4 | непряма |
| PyPI | black | 26.5.1 | непряма |
| PyPI | certifi | 2026.6.17 | непряма |
| PyPI | cffi | 2.1.0 | непряма |
| PyPI | charset-normalizer | 3.4.9 | непряма |
| PyPI | click | 8.4.2 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coverage | 7.15.0 | непряма |
| PyPI | cryptography | 49.0.0 | непряма |
| PyPI | decorator | 5.3.1 | непряма |
| PyPI | dill | 0.4.1 | непряма |
| PyPI | et-xmlfile | 2.0.0 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | execnet | 2.1.2 | непряма |
| PyPI | gssapi | 1.11.1 | непряма |
| PyPI | idna | 3.18 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | isort | 8.0.1 | непряма |
| PyPI | krb5 | 0.9.0 | непряма |
| PyPI | librt | 0.13.0 | непряма |
| PyPI | mccabe | 0.7.0 | непряма |
| PyPI | mypy | 1.20.2 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | numpy | 2.2.6 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | pathspec | 1.1.1 | непряма |
| PyPI | platformdirs | 4.10.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pylint | 4.0.6 | непряма |
| PyPI | pyspnego | 0.12.1 | непряма |
| PyPI | pytest | 9.1.1 | непряма |
| PyPI | pytest-cov | 4.1.0 | непряма |
| PyPI | pytest-dotenv | 0.5.2 | непряма |
| PyPI | pytest-xdist | 3.8.0 | непряма |
| PyPI | python-dotenv | 1.2.2 | непряма |
| PyPI | pytokens | 0.4.1 | непряма |
| PyPI | pytz | 2026.2 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | sspilib | 0.5.0 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | tomlkit | 0.15.0 | непряма |
| PyPI | typing-extensions | 4.16.0 | непряма |
| PyPI | tzdata | 2026.2 | непряма |
Встановлення pypi:databricks-sql-connector@4.3.0 тягне 16 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.
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"value": 100,
"inputs": {
"packages": [
"databricks-sql-connector"
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"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 35
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"components": [
{
"key": "published_resolvable",
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"points": 25,
"status": "met",
"details": [
{
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"ecosystems": "pypi"
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"max_points": 25
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{
"key": "publish_recency",
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"status": "met",
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{
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{
"key": "version_history",
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"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
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"max_points": 20
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{
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"points": 20,
"status": "met",
"details": [
{
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{
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"note": null,
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"components": [
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{
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{
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{
"key": "documentation",
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"notes": [],
"value": 85,
"inputs": {
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{
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{
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],
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{
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"components": [
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"key": "binary_artifacts",
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{
"key": "branch_protection",
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{
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{
"key": "cii_best_practices",
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"points": 0,
"status": "missed",
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{
"key": "code_review",
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},
{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
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{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
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"points": 0,
"status": "missed",
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},
{
"key": "fuzzing",
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"status": "missed",
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},
{
"key": "license",
"name": "License",
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{
"key": "maintained",
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"details": [],
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},
{
"key": "packaging",
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"points": 0,
"status": "excluded",
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"code": "no_data",
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"max_points": 5
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{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 9",
"points": 4.5,
"status": "partial",
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},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "security_policy",
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"points": 0,
"status": "missed",
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{
"key": "signed_releases",
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"points": 0,
"status": "excluded",
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"code": "no_data",
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{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "vulnerabilities",
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"points": 7.5,
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"max_points": 7.5
}
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},
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"key": "dependency_advisories",
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"inputs": {
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}
],
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"inputs": {
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"exposures": [],
"policy_countries": [
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],
"review_only_matches": 0,
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},
"components": [
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],
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]
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],
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{
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
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"points": 0,
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{
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]
},
{
"key": "ai_interfaces",
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"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"api_schema_files": []
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"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "runnable_examples",
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"code": "file_list",
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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": "2026-07-21T03:18:18.753665Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/databricks/databricks-sql-python.svg",
"full_name": "databricks/databricks-sql-python",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.17.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.