Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 03:39 UTC
WaterFutures / EPyT-Flow
A Python package designed for the easy generation of hydraulic and water quality scenario data of water distribution networks.
WaterFutures/EPyT-Flow має індекс здоров’я 64 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (89/100), найнижчий — AI Readiness (31/100). Останнє оновлення було 4 дні тому. Більшість нещодавньої роботи виконує один учасник.
64
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.
64
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
ERC Synergy Grant Water FuturesОрганізація
25 підписників14 публічних репозиторіївз лист. 2023 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 | Теги |
|---|---|---|---|---|---|---|
| PyPI | epyt-flow | 0.17.2 | 827 | 29 | 4 дні тому | epanetwaternetworkshydraulicsqualitysimulations |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
89
Активність розробки
81Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 4 дн. тому |
| 22.2/36 | Ритм комітів — 32/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 127 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 | 127 |
| human_commit_share | 1 |
| days_since_last_push | 4 |
| active_weeks_last_year | 32 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 29 релізів |
| 36/36 | Свіжість релізів — останній реліз 4 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~42 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 29 |
| latest_release_tag | v0.17.2 |
| releases_from_tags | ні |
| days_since_latest_release | 4 |
| mean_days_between_releases | 42 |
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?
53
Популярність і впровадження
38У зоні ризику
Як обчислюється оцінка
| 26.2/60 | Зірки — 42 зірок |
| 8.3/25 | Форки — 11 форків |
| 3.9/15 | Спостерігачі — 6 спостерігачів |
Використані вхідні дані
| forks | 11 |
| stars | 42 |
| watchers | 6 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | below_threshold |
Здоров'я спільноти
72Добрий
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 0/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | так |
Впровадження в екосистемі (завантаження)
49У зоні ризику
Як обчислюється оцінка
| 38.9/80 | Щомісячні завантаження — 827 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | epyt-flow |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 827 |
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
64
Стійкість мейнтейнерів (бас-фактор)
32У зоні ризику
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 3/22.5 | Розподіл комітів — головний контриб’ютор — автор 87% комітів |
| 9.5/13.5 | Широта контриб’юторів — 7 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 7 |
| top_contributor_share | 0,867 |
Реактивність на issue та PR
85Відмінний
Як обчислюється оцінка
| 46.8/46.8 | Вирішення issue — закрито 100% issue |
| 38.2/38.3 | Прийняття PR — злито 7/7 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 7 |
| open_issues | 0 |
| closed_issues | 24 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
Власність та опіка
54Помірний
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 10.2/25 | Охоплення власника — 25 підписників у WaterFutures |
| 14/25 | Послужний список — 14 публічних репозиторіїв, вік облікового запису ~2 р. |
Використані вхідні дані
| followers | 25 |
| owner_type | Organization |
| is_verified | — |
| owner_login | WaterFutures |
| public_repos | 14 |
| account_age_days | 993 |
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 4 дн. тому |
| 20/20 | Історія версій — 29 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | epyt-flow |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 4 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
65
Інженерні практики
48У зоні ризику
Як обчислюється оцінка
| 24/24 | Процеси CI — 2 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
90Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://epyt-flow.readthedocs.io/en/stable |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 7 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | epanet, epanet-python-toolkit, python, simulation, water, water-distribution-networks, hydraulics |
| has_wiki | ні |
| homepage | https://epyt-flow.readthedocs.io/en/stable |
| 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?
40
Стан безпеки
40У зоні ризику
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 0/2.5 | CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 10 contributing companies or organizations |
| 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 |
| 3.8/7.5 | Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5 |
| 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 4 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, packaging, 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.
31
Контекст і настанови для агентів
2Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 2.1/40 | Читабельна історія комітів — намір зазначено у 4 з 100 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,04 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Цикл верифікації (збірка / тести / перевірка типів)
40У зоні ризику
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — Makefile, noxfile.py |
| 22/22 | Автоматизовані тести |
| 0/11 | 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 |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 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 | Makefile, noxfile.py |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
53Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 52.6/55 | Керовані розміри файлів — 4/93 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 507 058 |
| source_files_sampled | 93 |
| oversized_source_files | 4 |
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
42зірок GitHub
7контриб'юторів
127комітів за останні 12 місяців
4днів від останнього пушу
29релізів
1бас-фактор
0відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- deps.dev does not index pypi:epyt-flow@0.17.2; advisories assessed against the repository dependency graph instead
- No resolved dependencies carried a version and a supported ecosystem
Докладніше
Історія зірок і форків 42 ★ / 11 ⇿
42Зірки
11Форки
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 17Патчі 10
Кожна точка охоплює 2 днів.
OpenSSF Scorecard 4.0 / 10
4.0сукупно
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 GetBranch(main): error during branchesHandler.query: 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 |
| 0 | CI-Tests | 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/29 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 10 contributing companies or organizations |
| 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 |
| 5 | Maintained | 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5 |
| 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Усі залежності 24
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 24 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | build | — | непряма |
| PyPI | deprecated | — | непряма |
| PyPI | epanet-plus | — | непряма |
| PyPI | epyt-flow | — | непряма |
| PyPI | falcon | — | непряма |
| PyPI | flake8 | — | непряма |
| PyPI | geopandas | — | непряма |
| PyPI | ipykernel | — | непряма |
| PyPI | multiprocess | — | непряма |
| PyPI | nbsphinx | — | непряма |
| PyPI | networkx | — | непряма |
| PyPI | openpyxl | — | непряма |
| PyPI | psutil | — | непряма |
| PyPI | pygount | — | непряма |
| PyPI | pytest | — | непряма |
| PyPI | pytest-cov | — | непряма |
| PyPI | requests | — | непряма |
| PyPI | scikit-learn | — | непряма |
| PyPI | scipy | — | непряма |
| PyPI | sphinx | — | непряма |
| PyPI | sphinx-rtd-theme | — | непряма |
| PyPI | svgpath2mpl | — | непряма |
| PyPI | tqdm | — | непряма |
| PyPI | u-msgpack-python | — | 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": [
"epanet",
"epanet-python-toolkit",
"python",
"simulation",
"water",
"water-distribution-networks",
"hydraulics"
],
"is_fork": false,
"size_kb": 8384,
"has_wiki": false,
"homepage": "https://epyt-flow.readthedocs.io/en/stable",
"languages": {
"TeX": 3042,
"Python": 1688089,
"Makefile": 636,
"Batchfile": 767
},
"pushed_at": "2026-07-17T08:26:51Z",
"created_at": "2024-01-04T14:07:18Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T07:29:34Z",
"description": "A Python package designed for the easy generation of hydraulic and water quality scenario data of water distribution networks.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "dev",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "www.waterfutures.eu",
"name": "ERC Synergy Grant Water Futures",
"type": "Organization",
"login": "WaterFutures",
"company": null,
"location": null,
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]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
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"points": 22.5,
"status": "met",
"details": [
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"code": "license_standard",
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},
{
"code": "license_spdx",
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}
],
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},
{
"key": "contributing_guide",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
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},
{
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"status": "missed",
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},
{
"key": "pr_template",
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"points": 6.3,
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"details": [],
"max_points": 6.3
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]
},
{
"key": "ecosystem_adoption",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 49,
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"dependents": null,
"ecosystems": "pypi",
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},
"components": [
{
"key": "monthly_downloads",
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"points": 38.9,
"status": "partial",
"details": [
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"code": "downloads_monthly",
"params": {
"count": 827,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
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}
],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 64,
"weight": 0.24,
"metrics": [
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"key": "maintainer_resilience",
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"note": null,
"notes": [],
"value": 32,
"inputs": {
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},
"components": [
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"key": "bus_factor",
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"details": [
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"code": "bus_factor",
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}
],
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{
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"status": "partial",
"details": [
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"code": "top_contributor_share",
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}
],
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{
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],
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{
"key": "openssf_scorecard_contributors",
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"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
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"closed_issues": 24,
"issue_closed_ratio": 1,
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"components": [
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"key": "issue_resolution",
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"details": [
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"code": "issues_closed_share",
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
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"details": [
{
"code": "decided_prs_merged",
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"decided": 7
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"owner_type": "Organization",
"is_verified": null,
"owner_login": "WaterFutures",
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"account_age_days": 993
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"components": [
{
"key": "ownership_backing",
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"status": "met",
"details": [
{
"code": "owner_organization",
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}
],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "owner_reach",
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"points": 10.2,
"status": "partial",
"details": [
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"code": "owner_followers",
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"login": "WaterFutures"
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}
],
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{
"key": "track_record",
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"points": 14,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
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},
{
"code": "account_age_years",
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}
],
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
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"detail": "1 package(s) on pypi",
"points": 25,
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"details": [
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"code": "packages_published",
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"ecosystems": "pypi"
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}
],
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},
{
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"status": "met",
"details": [
{
"code": "publish_recency",
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}
],
"max_points": 35
},
{
"key": "version_history",
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"details": [
{
"code": "published_versions",
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}
],
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{
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}
],
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}
]
}
],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
"value": 65,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
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"name": "Engineering practices",
"note": null,
"notes": [],
"value": 48,
"inputs": {
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"components": [
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"details": [
{
"code": "ci_workflows",
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
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"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "editorconfig",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
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"detail": "0 out of 1 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
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"epanet-python-toolkit",
"python",
"simulation",
"water",
"water-distribution-networks",
"hydraulics"
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"has_wiki": false,
"homepage": "https://epyt-flow.readthedocs.io/en/stable",
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"has_docs_dir": true,
"has_description": true
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
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"status": "met",
"details": [],
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},
{
"key": "repository_description",
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"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "7 topics",
"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",
"band": "at_risk",
"name": "Security",
"value": 40,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 40,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 4
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during GetBranch(main): error during branchesHandler.query: 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": [
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"code": "no_data",
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],
"max_points": 7.5
},
{
"key": "ci_tests",
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"points": 0,
"status": "missed",
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},
{
"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",
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"detail": "Found 1/29 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "contributors",
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"detail": "project has 10 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"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": "7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
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"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
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"max_points": 5
},
{
"key": "sast",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
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"status": "excluded",
"details": [
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"code": "no_data",
"params": {}
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],
"max_points": 7.5
},
{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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"review_only_matches": 0,
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},
"components": [
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"key": "policy_exposure_multiplier",
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"details": [
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"code": "jurisdiction_no_match",
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}
],
"max_points": 100
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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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"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
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"inputs": {
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"legible_history_share": 0.04,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
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"key": "agent_instructions",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_instructions",
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],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "legible_commit_history",
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}
],
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]
},
{
"key": "ai_verify_loop",
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"notes": [],
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"inputs": {
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"has_tests": true,
"lockfiles": [],
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"bootstrap_files": [
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"components": [
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"key": "one_command_bootstrap",
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"code": "file_list",
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],
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{
"key": "automated_tests",
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{
"key": "lint_format_config",
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{
"key": "static_type_checking",
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{
"key": "reproducible_environment",
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{
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{
"key": "automated_maintenance",
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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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{
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},
{
"key": "manageable_file_sizes",
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"detail": "4/93 source files over 60KB",
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{
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},
{
"key": "ai_interfaces",
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"inputs": {
"example_dirs": [
"examples",
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"has_mcp_signal": false,
"api_schema_files": []
},
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{
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"status": "missed",
"details": [],
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{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"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": [
"deps.dev does not index pypi:epyt-flow@0.17.2; advisories assessed against the repository dependency graph instead",
"No resolved dependencies carried a version and a supported ecosystem"
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"report_type": "repository",
"generated_at": "2026-07-22T03:39:04.451385Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/w/WaterFutures/EPyT-Flow.svg",
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}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 v0.26.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.