Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-26 02:23 UTC
scverse / napari-spatialdata
Interactive visualization of spatial omics data
scverse/napari-spatialdata має індекс здоров’я 74 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (94/100), найнижчий — AI Readiness (58/100). Останнє оновлення було 23 дні тому. Більшість нещодавньої роботи виконують 3 учасники.
74
загалом / 100Індекс 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.
74
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)
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
scverseОрганізація
1 520 підписників86 публічних репозиторіївз лист. 2021 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | napari-spatialdata | 0.7.2 | - | 28 | 23 дні тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
68
Активність розробки
52Помірний
Як обчислюється оцінка
| 28.8/36 | Свіжість push — останній push 23 дн. тому |
| 6.2/36 | Ритм комітів — 9/52 тижнів із комітами |
| 12.6/18 | Обсяг комітів — 24 комітів за останній рік |
| 4/10 | OpenSSF Scorecard: Maintained — 4 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 4 |
Використані вхідні дані
| commits_last_year | 24 |
| human_commit_share | 0,77 |
| days_since_last_push | 23 |
| active_weeks_last_year | 9 |
Дисципліна релізів
92Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 29 релізів |
| 36/36 | Свіжість релізів — останній реліз 23 дн. тому |
| 19.8/27 | Ритм релізів — реліз кожні ~71,7 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 29 |
| latest_release_tag | v0.7.2 |
| releases_from_tags | ні |
| days_since_latest_release | 23 |
| mean_days_between_releases | 71,7 |
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?
65
Популярність і впровадження
48У зоні ризику
Як обчислюється оцінка
| 31.4/60 | Зірки — 87 зірок |
| 11.3/25 | Форки — 24 форків |
| 5.8/15 | Спостерігачі — 12 спостерігачів |
Використані вхідні дані
| forks | 24 |
| stars | 87 |
| watchers | 12 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
85Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (BSD-3-Clause) |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | ні |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
77
Як обчислюється оцінка
| 36/54 | Бас-фактор — на 3 контриб’ютор(ів) припадає половина всіх комітів |
| 16.6/22.5 | Розподіл комітів — головний контриб’ютор — автор 26% комітів |
| 13.5/13.5 | Широта контриб’юторів — 15 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 12 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 3 |
| contributors_sampled | 15 |
| top_contributor_share | 0,262 |
Реактивність на issue та PR
62Помірний
Як обчислюється оцінка
| 27.1/46.8 | Вирішення issue — закрито 58% issue |
| 34.6/38.3 | Прийняття PR — злито 208/230 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/23 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 208 |
| open_issues | 68 |
| closed_issues | 94 |
| issue_closed_ratio | 0,58 |
| closed_unmerged_prs | 22 |
Власність та опіка
75Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 22.9/25 | Охоплення власника — 1 520 підписників у scverse |
| 22.3/25 | Послужний список — 86 публічних репозиторіїв, вік облікового запису ~4 р. |
Використані вхідні дані
| followers | 1 520 |
| owner_type | Organization |
| is_verified | — |
| owner_login | scverse |
| public_repos | 86 |
| account_age_days | 1 698 |
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 23 дн. тому |
| 20/20 | Історія версій — 28 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | napari-spatialdata |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 23 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
94
Інженерні практики
90Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 4 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — tox.ini |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 16/20 | OpenSSF Scorecard: CI-Tests — 17 out of 21 merged PRs checked by a CI test -- score normalized to 8 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://spatialdata.scverse.org/projects/napari/en/latest/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 5 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | napari, napari-plugin, spatial-analysis, spatial-omics, visualization |
| has_wiki | так |
| homepage | https://spatialdata.scverse.org/projects/napari/en/latest/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
62
Стан безпеки
53Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 2/2.5 | CI-Tests — 17 out of 21 merged PRs checked by a CI test -- score normalized to 8 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/23 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 12 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 |
| 3/7.5 | Maintained — 4 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 4 |
| 5/5 | Packaging — packaging workflow detected |
| 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5,3 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано.
Сповіщення про залежності
100Відмінний
Як обчислюється оцінка
| 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 |
Використані вхідні дані
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 184 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:napari-spatialdata@0.7.2 — тим, що тягне за собою встановлення опублікованого пакета, — 184 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.
58
Контекст і настанови для агентів
35У зоні ризику
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 35.3/40 | Читабельна історія комітів — намір зазначено у 51 з 77 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,662 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — docs/Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — tox.ini |
| 11/11 | Статична перевірка типів — .mypy.ini |
| 0/10 | Відтворюване середовище |
| 2/10 | Підтверджена практика роботи з агентами — 1 з останніх 100 комітів створено агентом або з його зазначенням |
| 8/8 | Автоматизоване супроводження — 4 з останніх 100 комітів — автоматичні оновлення залежностей |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | — |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | docs/Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | .mypy.ini |
| agent_commit_share | 0,01 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0,04 |
Читабельність коду для моделей
82Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (.mypy.ini) |
| 55/55 | Керовані розміри файлів — 0/39 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 52 059 |
| source_files_sampled | 39 |
| oversized_source_files | 0 |
Машиночитні інтерфейси
40У зоні ризику
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples, notebooks |
Використані вхідні дані
| example_dirs | examples, notebooks |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
87зірок GitHub
15контриб'юторів
24комітів за останні 12 місяців
23днів від останнього пушу
29релізів
3бас-фактор
68відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Докладніше
Історія зірок і форків 0 ★ / 24 ⇿
0Зірки
24Форки
28Релізи
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.
Мажорні 0Мінорні 6Патчі 17
Кожна точка охоплює 4 днів.
OpenSSF Scorecard 5.3 / 10
5.3сукупно
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 |
| 8 | CI-Tests | 17 out of 21 merged PRs checked by a CI test -- score normalized to 8 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/23 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 12 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 |
| 4 | Maintained | 4 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 4 |
| 10 | Packaging | packaging workflow 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Прямі залежності 26
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | anndata | >=0.12.0 | setup.cfg |
| PyPI | click | — | setup.cfg |
| PyPI | cycler | — | setup.cfg |
| PyPI | dask | >=2025.2.0 | setup.cfg |
| PyPI | geopandas | — | setup.cfg |
| PyPI | loguru | — | setup.cfg |
| PyPI | matplotlib | — | setup.cfg |
| PyPI | napari | >=0.6.2 | setup.cfg |
| PyPI | napari-matplotlib | >=3.0.2 | setup.cfg |
| PyPI | numba | — | setup.cfg |
| PyPI | numpy | — | setup.cfg |
| PyPI | packaging | — | setup.cfg |
| PyPI | pandas | — | setup.cfg |
| PyPI | pillow | — | setup.cfg |
| PyPI | pyqtgraph | — | setup.cfg |
| PyPI | qtpy | — | setup.cfg |
| PyPI | scanpy | — | setup.cfg |
| PyPI | scipy | — | setup.cfg |
| PyPI | shapely | — | setup.cfg |
| PyPI | scikit-learn | — | setup.cfg |
| PyPI | spatialdata | >=0.7.2 | setup.cfg |
| PyPI | superqt | — | setup.cfg |
| PyPI | typing_extensions | >=4.8.0 | setup.cfg |
| PyPI | vispy | — | setup.cfg |
| PyPI | xarray | — | setup.cfg |
| PyPI | xarray-datatree | — | setup.cfg |
Усі залежності 0
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 0 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|
Сповіщення про залежності 0
Встановлення pypi:napari-spatialdata@0.7.2 тягне 184 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": {
"repo": {
"topics": [
"napari",
"napari-plugin",
"spatial-analysis",
"spatial-omics",
"visualization"
],
"is_fork": false,
"size_kb": 53299,
"has_wiki": true,
"homepage": "https://spatialdata.scverse.org/projects/napari/en/latest/",
"languages": {
"Python": 344187
},
"pushed_at": "2026-07-02T20:45:31Z",
"created_at": "2022-04-02T10:27:54Z",
"owner_type": "Organization",
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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": [
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],
"report_type": "repository",
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"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/scverse/napari-spatialdata.svg",
"full_name": "scverse/napari-spatialdata",
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"license_spdx": "BSD-3-Clause"
}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 статистика — PyPI.