Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-26 17:36 UTC
pytroll / pyspectral
Pyspectral is a package to read and manipulate satellite sensor spectral responses and solar irradiance spectra
pytroll/pyspectral має індекс здоров’я 72 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (95/100), найнижчий — AI Readiness (42/100). Останнє оновлення було 25 днів тому. Більшість нещодавньої роботи виконує один учасник.
72
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.
72
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
PytrollОрганізація
166 підписників57 публічних репозиторіївз черв. 2015 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
73
Активність розробки
67Помірний
Як обчислюється оцінка
| 28.8/36 | Свіжість push — останній push 25 дн. тому |
| 15.2/36 | Ритм комітів — 22/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 103 комітів за останній рік |
| 5/10 | OpenSSF Scorecard: Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5 |
Використані вхідні дані
| commits_last_year | 103 |
| human_commit_share | 0,89 |
| days_since_last_push | 25 |
| active_weeks_last_year | 22 |
Дисципліна релізів
82Добрий
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 22 релізів |
| 27/36 | Свіжість релізів — останній реліз 115 дн. тому |
| 19.8/27 | Ритм релізів — реліз кожні ~77,2 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 22 |
| latest_release_tag | v0.14.3 |
| releases_from_tags | ні |
| days_since_latest_release | 115 |
| mean_days_between_releases | 77,2 |
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?
73
Популярність і впровадження
49У зоні ризику
Як обчислюється оцінка
| 30.9/60 | Зірки — 81 зірок |
| 13.2/25 | Форки — 39 форків |
| 5/15 | Спостерігачі — 9 спостерігачів |
Використані вхідні дані
| forks | 39 |
| stars | 81 |
| watchers | 9 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
100Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 7.2/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | так |
| has_code_of_conduct | так |
| has_pull_request_template | так |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
62
Стійкість мейнтейнерів (бас-фактор)
42У зоні ризику
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 9.8/22.5 | Розподіл комітів — головний контриб’ютор — автор 56% комітів |
| 13.5/13.5 | Широта контриб’юторів — 21 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 21 |
| top_contributor_share | 0,565 |
Реактивність на issue та PR
76Добрий
Як обчислюється оцінка
| 32.1/46.8 | Вирішення issue — закрито 69% issue |
| 36.9/38.3 | Прийняття PR — злито 193/200 вирішених PR |
| 7.5/15 | OpenSSF Scorecard: Code-Review — Found 3/6 approved changesets -- score normalized to 5 |
Використані вхідні дані
| merged_prs | 193 |
| open_issues | 27 |
| closed_issues | 59 |
| issue_closed_ratio | 0,686 |
| closed_unmerged_prs | 7 |
Власність та опіка
71Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 16/25 | Охоплення власника — 166 підписників у pytroll |
| 24.8/25 | Послужний список — 57 публічних репозиторіїв, вік облікового запису ~11 р. |
Використані вхідні дані
| followers | 166 |
| owner_type | Organization |
| is_verified | — |
| owner_login | pytroll |
| public_repos | 57 |
| account_age_days | 4 051 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
95
Інженерні практики
92Відмінний
Як обчислюється оцінка
| 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 |
| 18/20 | OpenSSF Scorecard: CI-Tests — 10 out of 11 merged PRs checked by a CI test -- score normalized to 9 |
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://pyspectral.readthedocs.org/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 5 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | spectral-response, satellite, python, hacktoberfest, closember |
| has_wiki | так |
| homepage | https://pyspectral.readthedocs.org/ |
| 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?
58
Стан безпеки
58Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 2.2/2.5 | CI-Tests — 10 out of 11 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 3/6 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 8 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 |
| 3.8/7.5 | Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5 |
| 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 | 5,8 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано.
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.
42
Контекст і настанови для агентів
13Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 13.2/40 | Читабельна історія комітів — намір зазначено у 22 з 89 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,247 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — doc/Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 0/10 | Відтворюване середовище |
| 0/10 | Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом |
| 8/8 | Автоматизоване супроводження — 6 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 | doc/Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0,06 |
Читабельність коду для моделей
55Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 55/55 | Керовані розміри файлів — 0/65 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 26 751 |
| source_files_sampled | 65 |
| oversized_source_files | 0 |
Ключові факти
81зірок GitHub
21контриб'юторів
103комітів за останні 12 місяців
25днів від останнього пушу
22релізів
1бас-фактор
27відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- No resolved dependencies carried a version and a supported ecosystem
Докладніше
Історія зірок і форків 0 ★ / 39 ⇿
0Зірки
39Форки
20Релізи
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 4Патчі 14
Кожна точка охоплює 11 днів.
OpenSSF Scorecard 5.8 / 10
5.8сукупно
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 |
| 9 | CI-Tests | 10 out of 11 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 3/6 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 8 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 |
| 5 | Maintained | 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5 |
| 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 |
Усі залежності 7
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 7 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | h5py | — | непряма |
| PyPI | numpy | — | непряма |
| PyPI | platformdirs | — | непряма |
| PyPI | python-geotiepoints | — | непряма |
| PyPI | pyyaml | — | непряма |
| PyPI | requests | — | непряма |
| PyPI | scipy | — | непряма |
Сповіщення про залежності не оцінено
Звірка сповіщень не відбулася для цього звіту: No resolved dependencies carried a version and a supported ecosystem
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"spectral-response",
"satellite",
"python",
"hacktoberfest",
"closember"
],
"is_fork": false,
"size_kb": 9228,
"has_wiki": true,
"homepage": "https://pyspectral.readthedocs.org/",
"languages": {
"Python": 380412
},
"pushed_at": "2026-07-01T05:23:54Z",
"created_at": "2013-10-15T12:10:33Z",
"owner_type": "Organization",
"updated_at": "2026-07-13T07:15:37Z",
"description": "Pyspectral is a package to read and manipulate satellite sensor spectral responses and solar irradiance spectra",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "http://pytroll.org/",
"name": "Pytroll",
"type": "Organization",
"login": "pytroll",
"company": null,
"location": null,
"followers": 166,
"avatar_url": "https://avatars.githubusercontent.com/u/13004956?v=4",
"created_at": "2015-06-22T18:10:02Z",
"is_verified": null,
"public_repos": 57,
"account_age_days": 4051
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.14.3",
"kind": "patch",
"published_at": "2026-04-02T14:59:16Z"
},
{
"tag": "v0.14.2",
"kind": "patch",
"published_at": "2026-03-14T16:29:53Z"
},
{
"tag": "v0.14.1",
"kind": "patch",
"published_at": "2026-02-06T13:20:34Z"
},
{
"tag": "v0.14.0",
"kind": "minor",
"published_at": "2026-01-28T15:57:36Z"
},
{
"tag": "v0.13.6",
"kind": "patch",
"published_at": "2025-07-09T20:21:09Z"
},
{
"tag": "v0.13.5",
"kind": "patch",
"published_at": "2024-09-24T19:19:10Z"
},
{
"tag": "v0.13.4",
"kind": "patch",
"published_at": "2024-08-14T16:10:08Z"
},
{
"tag": "v0.13.3",
"kind": "patch",
"published_at": "2024-07-17T09:06:33Z"
},
{
"tag": "v0.13.2",
"kind": "patch",
"published_at": "2024-06-28T02:25:37Z"
},
{
"tag": "v0.13.1",
"kind": "patch",
"published_at": "2024-05-07T14:16:26Z"
},
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2023-11-28T03:19:24Z"
},
{
"tag": "v0.12.5",
"kind": "patch",
"published_at": "2023-09-21T14:51:39Z"
},
{
"tag": "v0.12.4.post1",
"kind": "other",
"published_at": "2023-09-20T19:53:50Z"
},
{
"tag": "v0.12.4.post0",
"kind": "other",
"published_at": "2023-09-20T19:40:23Z"
},
{
"tag": "v0.12.4",
"kind": "patch",
"published_at": "2023-09-20T19:24:59Z"
},
{
"tag": "v0.12.3",
"kind": "patch",
"published_at": "2022-11-22T19:09:24Z"
},
{
"tag": "v0.12.2",
"kind": "patch",
"published_at": "2022-10-24T15:21:31Z"
},
{
"tag": "v0.12.0",
"kind": "minor",
"published_at": "2022-10-11T19:50:15Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2022-03-01T13:16:10Z"
},
{
"tag": "v0.10.6",
"kind": "patch",
"published_at": "2021-12-22T16:18:09Z"
},
{
"tag": "v0.10.5",
"kind": "patch",
"published_at": "2021-04-29T19:01:09Z"
},
{
"tag": "v0.10.4",
"kind": "patch",
"published_at": "2020-12-07T21:22:25Z"
}
],
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{
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{
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"inputs": {
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{
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{
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{
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{
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{
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},
{
"key": "sast",
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},
{
"key": "security_policy",
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},
{
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{
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},
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],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
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"name": "AI Readiness",
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"metrics": [
{
"key": "ai_agent_context",
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"inputs": {
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/65 source files over 60KB",
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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."
}
],
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},
"warnings": [
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"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-26T17:36:39.016919Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pytroll/pyspectral.svg",
"full_name": "pytroll/pyspectral",
"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 v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика.