Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.23.0 · метрики 1.13.0 · 2026-07-21 21:17 UTC

flyteorg / flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

PythonApache-2.0★ 315 зірок⑂ 339 форківз серп. 2019 р.Переглянути на GitHub ↗

flyteorg/flytekit має індекс здоров’я 73 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (91/100), найнижчий — Security (4/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 5 учасників.

73
загалом / 100
Добрий

Індекс 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.

73
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)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

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

FlyteОрганізація
338 підписників49 публічних репозиторіївз січ. 2018 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIflytekit1.16.26413 0944805 днів тому

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

91Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
22.2/36Ритм комітів — 32/52 тижнів із комітами
18/18Обсяг комітів — 100 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — немає даних
Використані вхідні дані
commits_last_year100
human_commit_share0,91
days_since_last_push0
active_weeks_last_year32
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 100 релізів
36/36Свіжість релізів — останній реліз 5 дн. тому
27/27Ритм релізів — реліз кожні ~10,4 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count100
latest_release_tagv1.16.26
releases_from_tagsні
days_since_latest_release5
mean_days_between_releases10,4

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

79Добрий · 18% загального індексу
Як обчислюється оцінка
40.5/60Зірки — 315 зірок
21.1/25Форки — 339 форків
13.2/15Спостерігачі — 234 спостерігачів
Використані вхідні дані
forks339
stars315
watchers234
growth_stateorganic
growth_factor_pct100
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
0/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateтак
Як обчислюється оцінка
74.9/80Щомісячні завантаження — 413 094 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesflytekit
dependents
ecosystemspypi
total_downloads
monthly_downloads413 094
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?

84Добрий · 24% загального індексу
Як обчислюється оцінка
45.9/54Бас-фактор — на 5 контриб’ютор(ів) припадає половина всіх комітів
19/22.5Розподіл комітів — головний контриб’ютор — автор 16% комітів
13.5/13.5Широта контриб’юторів — 99 контриб’юторів
0/10OpenSSF Scorecard: Contributors — немає даних
Використані вхідні дані
bus_factor5
contributors_sampled99
top_contributor_share0,157
Як обчислюється оцінка
0/46.8Вирішення issue — немає issue або даних
29.8/38.3Прийняття PR — злито 2 560/3 286 вирішених PR
0/15OpenSSF Scorecard: Code-Review — немає даних
Використані вхідні дані
merged_prs2 560
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs726
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue. Залишкові ваги перенормовано.
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
18.2/25Охоплення власника — 338 підписників у flyteorg
24.4/25Послужний список — 49 публічних репозиторіїв, вік облікового запису ~8 р.
Використані вхідні дані
followers338
owner_typeOrganization
is_verified
owner_loginflyteorg
public_repos49
account_age_days3 112

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 5 дн. тому
20/20Історія версій — 480 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesflytekit
ecosystemspypi
any_deprecatedні
min_days_since_publish5

Інженерна якість

Чи наявні базові інженерні практики та документація?

91Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 4 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://docs.flyte.org/en/latest/api/flytekit/docs_index.html
10/10Опис репозиторію
10/10Теми — 13 тем
0/10Wiki
Використані вхідні дані
topicsflyte, flyte-tasks, pypi, spark, workflows, sdk, python, mlops, extensible, automation, data-science, data, hacktoberfest
has_wikiні
homepagehttps://docs.flyte.org/en/latest/api/flytekit/docs_index.html
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

4Критичний · 16% загального індексу

Стан безпеки

1Критичний
Як обчислюється оцінка
0/30Політика безпеки (SECURITY.md)
0/25Конфігурація Dependabot
0/25Файли фіксації залежностей — опублікована бібліотека — lockfile є справою застосунків, не очікується
0/20Процес CodeQL
Використані вхідні дані
sourcefile_signals
lockfilesuv.lock
manifestsplugins/setup.py, pyproject.toml, setup.cfg, setup.py
has_codeql_workflowні
has_security_policyні
has_dependabot_configні
Виключено з оцінювання (немає даних або не застосовно): Файли фіксації залежностей. Залишкові ваги перенормовано.
Як обчислюється оцінка
2/35Прямі залежності без відомих сповіщень — уражено 28: click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5), ще +25
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
9.1/40Немає задавнених сповіщень — 23 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 792 дн. тому
Використані вхідні дані
sourceosv
advisories867
affected_packages97
assessed_packages669
unassessed_packages71
affected_by_severitycritical 6, high 19, moderate 16, low 4, unknown 52
direct_affected_packages28
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 669 резолвлених залежностей із OSV. 71 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза межами звітованого переліку пакетів. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. 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.

58Помірний · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 85 з 91 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,934
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile, docs/Makefile, plugins/Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — Dockerfile, lockfile
2/10Підтверджена практика роботи з агентами — 1 з останніх 100 комітів створено агентом або з його зазначенням
8/8Автоматизоване супроводження — 9 з останніх 100 комітів — автоматичні оновлення залежностей
0/10OpenSSF Scorecard: Pinned-Dependencies — немає даних
Використані вхідні дані
has_nixні
has_testsтак
lockfilesuv.lock
has_dockerfileтак
typed_languageні
bootstrap_filesMakefile, docs/Makefile, plugins/Makefile
has_devcontainerні
has_linter_configтак
typecheck_configs
agent_commit_share0,01
toolchain_manifests
dependency_bot_commit_share0,09
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
54.5/55Керовані розміри файлів — 9/980 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes151 999
source_files_sampled980
oversized_source_files9
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples, notebooks
Використані вхідні дані
example_dirsexamples, notebooks
has_mcp_signalні
api_schema_files

Ключові факти

315зірок GitHub
99контриб'юторів
100комітів за останні 12 місяців
0днів від останнього пушу
100релізів
5бас-фактор
0відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • deps.dev does not index pypi:flytekit@1.16.26; advisories assessed against the repository dependency graph instead
  • Advisory severity resolved for 120 of 365 advisories (lookup cap); the remainder are reported as unknown severity
  • OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks

Докладніше

Історія зірок і форків 315 ★ / 339 ⇿
315Зірки
339Форки
99Релізи

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.

0125250375315336152019-082023-012026-07
Мажорні 0Мінорні 4Патчі 54

Кожна точка охоплює 7 днів.

Прямі залежності 39
РеєстрПакетОбмеження версіїМаніфест
PyPIadlfs>=2023.3.0pyproject.toml
PyPIcachetools>=5.3.3pyproject.toml
PyPIclick>=6.6pyproject.toml
PyPIcloudpickle>=2.0.0pyproject.toml
PyPIcroniter>=0.3.20pyproject.toml
PyPIdataclasses-json>=0.5.2,<0.5.12pyproject.toml
PyPIdiskcache>=5.2.1pyproject.toml
PyPIdocker>=4.0.0pyproject.toml
PyPIdocstring-parser>=0.9.0pyproject.toml
PyPIflyteidl>=1.16.7,<2.0.0a0pyproject.toml
PyPIfsspec>=2024.9.0pyproject.toml
PyPIgcsfs>=2024.9.0,!=2025.5.0,!=2025.5.0post1pyproject.toml
PyPIgoogleapis-common-protos>=1.57pyproject.toml
PyPIgrpciopyproject.toml
PyPIgrpcio-statuspyproject.toml
PyPIimportlib-metadatapyproject.toml
PyPIjoblibpyproject.toml
PyPIjsonlinespyproject.toml
PyPIjsonpicklepyproject.toml
PyPIkeyring>=18.0.1pyproject.toml
PyPImarkdown-it-pypyproject.toml
PyPImarshmallow>=3,<4pyproject.toml
PyPImarshmallow-enumpyproject.toml
PyPImarshmallow-jsonschema>=0.12.0pyproject.toml
PyPIsetuptools<82pyproject.toml
PyPImashumaro>=3.15pyproject.toml
PyPImsgpack>=1.1.0pyproject.toml
PyPIprotobuf!=4.25.0pyproject.toml
PyPIpygmentspyproject.toml
PyPIpython-json-logger>=2.0.0pyproject.toml
PyPIpytimeparse>=1.1.8pyproject.toml
PyPIpyyaml!=6.0.0,!=5.4.0,!=5.4.1pyproject.toml
PyPIrequests>=2.18.4pyproject.toml
PyPIrichpyproject.toml
PyPIrich_clickpyproject.toml
PyPIs3fs>=2024.9.0pyproject.toml
PyPIstatsd>=3.0.0pyproject.toml
PyPItyping_extensionspyproject.toml
PyPIurllib3>=1.22pyproject.toml
Усі залежності 740

Повний розв'язаний набір залежностей із графа залежностей GitHub: 143 прямих і 597 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIadlfs2023.10.0пряма
PyPIadlfs2023.9.0пряма
PyPIadlfs2024.4.1пряма
PyPIadlfs2024.7.0пряма
PyPIadlfs2026.2.0пряма
PyPIcachetools5.3.2пряма
PyPIcachetools5.3.3пряма
PyPIcachetools5.5.0пряма
PyPIcachetools7.0.1пряма
PyPIclickпряма
PyPIclick8.1.7пряма
PyPIclick8.3.1пряма
PyPIcloudpickleпряма
PyPIcloudpickle2.2.1пряма
PyPIcloudpickle3.0.0пряма
PyPIcloudpickle3.1.0пряма
PyPIcloudpickle3.1.2пряма
PyPIcroniter2.0.1пряма
PyPIcroniter2.0.5пряма
PyPIcroniter3.0.3пряма
PyPIcroniter6.0.0пряма
PyPIdataclasses-json0.5.9пряма
PyPIdiskcache5.6.3пряма
PyPIdocker6.1.3пряма
PyPIdocker7.1.0пряма
PyPIdocstring-parser0.15пряма
PyPIdocstring-parser0.16пряма
PyPIdocstring-parser0.17.0пряма
PyPIflyteidlпряма
PyPIflyteidl1.10.6пряма
PyPIflyteidl1.10.7b0пряма
PyPIflyteidl1.13.4пряма
PyPIflyteidl1.16.3пряма
PyPIflyteidl1.16.4пряма
PyPIfsspecпряма
PyPIfsspec2023.10.0пряма
PyPIfsspec2023.9.2пряма
PyPIfsspec2024.5.0пряма
PyPIfsspec2024.9.0пряма
PyPIfsspec2026.2.0пряма
PyPIgcsfs2023.9.2пряма
PyPIgcsfs2024.5.0пряма
PyPIgcsfs2024.9.0.post1пряма
PyPIgcsfs2026.2.0пряма
PyPIgoogleapis-common-protos1.61.0пряма
PyPIgoogleapis-common-protos1.62.0пряма
PyPIgoogleapis-common-protos1.63.0пряма
PyPIgoogleapis-common-protos1.65.0пряма
PyPIgoogleapis-common-protos1.72.0пряма
PyPIgrpcioпряма
PyPIgrpcio1.59.3пряма
PyPIgrpcio1.60.1пряма
PyPIgrpcio1.64.0пряма
PyPIgrpcio1.66.2пряма
PyPIgrpcio1.78.0пряма
PyPIgrpcio-status1.59.3пряма
PyPIgrpcio-status1.60.1пряма
PyPIgrpcio-status1.62.2пряма
PyPIgrpcio-status1.62.3пряма
PyPIgrpcio-status1.66.2пряма
PyPIgrpcio-status1.78.0пряма
PyPIimportlib-metadata6.8.0пряма
PyPIimportlib-metadata7.0.1пряма
PyPIimportlib-metadata7.1.0пряма
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PyPIpandas2.1.4непряма
PyPIpandas2.2.2непряма
PyPIpandas-gbq0.23.2непряма
PyPIpanderaнепряма
PyPIpapermillнепряма
PyPIparso0.8.4непряма
PyPIpathspec0.12.1непряма
PyPIpendulum3.0.0непряма
PyPIperianнепряма
PyPIpexpect4.9.0непряма
PyPIpillow10.3.0непряма
PyPIpillow10.4.0непряма
PyPIpillow12.2.0непряма
PyPIplatformdirs3.11.0непряма
PyPIplatformdirs4.2.2непряма
PyPIplotlyнепряма
PyPIpluggy1.3.0непряма
PyPIpluggy1.5.0непряма
PyPIpolarsнепряма
PyPIportalocker2.10.1непряма
PyPIportalocker2.8.2непряма
PyPIpprintpp0.4.0непряма
PyPIpre-commit3.7.1непряма
PyPIprison0.2.1непряма
PyPIprometheus-client0.20.0непряма
PyPIprometheus-client0.24.1непряма
PyPIprompt-toolkit3.0.45непряма
PyPIprompt-toolkit3.0.48непряма
PyPIpropcache0.2.0непряма
PyPIpropcache0.2.1непряма
PyPIproto-plus1.23.0непряма
PyPIproto-plus1.24.0непряма
PyPIprotoc-gen-openapiv20.0.1непряма
PyPIprotoc-gen-swagger0.1.0непряма
PyPIpsutil6.0.0непряма
PyPIpsutil6.1.0непряма
PyPIptyprocess0.7.0непряма
PyPIpure-eval0.2.2непряма
PyPIpure-eval0.2.3непряма
PyPIpy4j0.10.9.7непряма
PyPIpyarrow10.0.1непряма
PyPIpyarrow15.0.0непряма
PyPIpyarrow16.1.0непряма
PyPIpyarrow-hotfix0.6непряма
PyPIpyasn10.5.1непряма
PyPIpyasn10.6.0непряма
PyPIpyasn10.6.1непряма
PyPIpyasn10.6.2непряма
PyPIpyasn1-modules0.3.0непряма
PyPIpyasn1-modules0.4.0непряма
PyPIpyasn1-modules0.4.1непряма
PyPIpybars30.9.7непряма
PyPIpycparser2.21непряма
PyPIpycparser2.22непряма
PyPIpydanticнепряма
PyPIpydantic2.9.2непряма
PyPIpydantic-core2.23.4непряма
PyPIpydata-google-auth1.8.2непряма
PyPIpydot1.4.2непряма
PyPIpyflakes3.2.0непряма
PyPIpyjsparser2.7.1непряма
PyPIpyjwt2.11.0непряма
PyPIpyjwt2.8.0непряма
PyPIpyjwt2.9.0непряма
PyPIpymeta30.5.1непряма
PyPIpymongo4.10.1непряма
PyPIpyopenssl23.3.0непряма
PyPIpyopenssl24.2.1непряма
PyPIpyparsing3.1.4непряма
PyPIpysparkнепряма
PyPIpyspark3.3.2непряма
PyPIpyspark3.5.0непряма
PyPIpytest7.4.0непряма
PyPIpytest7.4.3непряма
PyPIpytest8.2.1непряма
PyPIpytest-asyncioнепряма
PyPIpytest-asyncio0.21.1непряма
PyPIpytest-asyncio0.23.7непряма
PyPIpytest-cov5.0.0непряма
PyPIpytest-icdiff0.9непряма
PyPIpytest-mock3.14.0непряма
PyPIpytest-timeout2.3.1непряма
PyPIpytest-xdist3.6.1непряма
PyPIpython-daemon3.0.1непряма
PyPIpython-dateutil2.8.2непряма
PyPIpython-dateutil2.9.0.post0непряма
PyPIpython-magic0.4.27непряма
PyPIpython-nvd30.16.0непряма
PyPIpython-slugify8.0.1непряма
PyPIpython-slugify8.0.3непряма
PyPIpython-slugify8.0.4непряма
PyPIpytz2023.3.post1непряма
PyPIpytz2024.1непряма
PyPIpytz2024.2непряма
PyPIpywin32311непряма
PyPIpywin32-ctypes0.2.3непряма
PyPIpyzmq26.2.0непряма
PyPIrayнепряма
PyPIredis5.1.1непряма
PyPIreferencing0.35.1непряма
PyPIregex2023.10.3непряма
PyPIregex2024.9.11непряма
PyPIrequests-oauthlib1.3.1непряма
PyPIrequests-oauthlib2.0.0непряма
PyPIrequests-toolbelt1.0.0непряма
PyPIrfc3339-validator0.1.4непряма
PyPIrich-argparse1.5.2непряма
PyPIrpds-py0.20.0непряма
PyPIrsa4.9непряма
PyPIscikit-learn1.5.0непряма
PyPIscipy1.13.1непряма
PyPIscipy1.14.1непряма
PyPIsecretstorage3.3.3непряма
PyPIsetproctitle1.3.3непряма
PyPIsetuptools-scm8.1.0непряма
PyPIshapely2.0.6непряма
PyPIsix1.16.0непряма
PyPIskl2onnxнепряма
PyPIsmmap5.0.1непряма
PyPIsniffio1.3.1непряма
PyPIsnowflake-connector-pythonнепряма
PyPIsnowflake-connector-python3.13.1непряма
PyPIsortedcontainers2.4.0непряма
PyPIsqlalchemyнепряма
PyPIsqlalchemy1.4.54непряма
PyPIsqlalchemy-bigquery1.12.0непряма
PyPIsqlalchemy-jsonfield1.0.2непряма
PyPIsqlalchemy-spannerнепряма
PyPIsqlalchemy-spanner1.7.0непряма
PyPIsqlalchemy-utils0.41.2непряма
PyPIsqlparse0.5.4непряма
PyPIstack-data0.6.3непряма
PyPIsympy1.12непряма
PyPItabulate0.9.0непряма
PyPItenacity9.0.0непряма
PyPItensorboard2.15.2непряма
PyPItensorboard-data-server0.7.2непряма
PyPItensorflowнепряма
PyPItensorflow2.15.1непряма
PyPItensorflow-estimator2.15.0непряма
PyPItensorflow-io-gcs-filesystem0.37.1непряма
PyPItermcolor2.5.0непряма
PyPItermcolor3.3.0непряма
PyPItext-unidecode1.3непряма
PyPItf2onnxнепряма
PyPIthreadpoolctl3.5.0непряма
PyPItime-machine2.16.0непряма
PyPItomli2.0.1непряма
PyPItomli2.4.0непряма
PyPItomlkit0.13.2непряма
PyPItorchнепряма
PyPItorch1.12.1непряма
PyPItorch2.1.0непряма
PyPItorchvision0.16.0непряма
PyPItornado6.4.1непряма
PyPItraitlets5.14.3непряма
PyPItriton2.1.0непряма
PyPItypes-cachetools6.2.0.20251022непряма
PyPItypes-croniter2.0.0.20240423непряма
PyPItypes-decorator5.1.8.20240310непряма
PyPItypes-mock5.1.0.20240425непряма
PyPItypes-protobuf4.25.0.20240417непряма
PyPItypes-python-dateutil2.8.19.14непряма
PyPItypes-python-dateutil2.8.19.20240106непряма
PyPItypes-requests2.32.0.20240523непряма
PyPItyping-inspect0.9.0непряма
PyPItzdata2023.4непряма
PyPItzdata2024.1непряма
PyPItzdata2024.2непряма
PyPItzlocal5.3.1непряма
PyPIuc-micro-py1.0.3непряма
PyPIuniversal-pathlib0.2.5непряма
PyPIuritemplate4.1.1непряма
PyPIvaex-coreнепряма
PyPIvirtualenv20.36.1непряма
PyPIwandbнепряма
PyPIwcwidth0.2.13непряма
PyPIwebsocket-client1.6.4непряма
PyPIwebsocket-client1.7.0непряма
PyPIwebsocket-client1.8.0непряма
PyPIwerkzeug2.2.3непряма
PyPIwerkzeug3.1.5непряма
PyPIwerkzeug3.1.6непряма
PyPIwheel0.41.3непряма
PyPIwheel0.46.3непряма
PyPIwhylabs-client0.6.10непряма
PyPIwhylogsнепряма
PyPIwhylogs1.5.1непряма
PyPIwhylogs-sketching3.4.1.dev3непряма
PyPIwirerope0.4.7непряма
PyPIwrapt1.14.2непряма
PyPIwrapt1.16.0непряма
PyPIwtforms3.1.2непряма
PyPIxarrayнепряма
PyPIxxhashнепряма
PyPIyarl1.14.0непряма
PyPIyarl1.17.2непряма
PyPIyarl1.18.3непряма
PyPIyarl1.9.3непряма
PyPIyarl1.9.4непряма
PyPIzarrнепряма
PyPIzipp3.17.0непряма
PyPIzipp3.19.1непряма
PyPIzipp3.20.2непряма
PyPIzipp3.21.0непряма
PyPIzstandard0.23.0непряма
Сповіщення про залежності 97

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 669 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 97 мають відомі сповіщення, з них 28 прямі. 71 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
aiohttp3.10.10непрямакритична643.14.1
aiohttp3.10.11непрямакритична603.14.1
aiohttp3.13.3непрямакритична423.14.1
aiohttp3.9.0непрямакритична703.14.1
aiohttp3.9.3непрямакритична663.14.1
apache-airflow2.10.3непрямакритична433.2.1rc1
click8.1.7прямависока18.3.3
click8.3.1прямависока18.3.3
msgpack1.1.0прямависока11.2.1
msgpack1.1.2прямависока11.2.1
protobuf4.24.4прямависока46.33.5
protobuf4.25.0прямависока46.33.5
protobuf4.25.5прямависока46.33.5
protobuf4.25.8прямависока26.33.5
protobuf5.28.2прямависока46.33.5
setuptools69.5.1прямависока683.0.0
urllib31.26.18прямависока122.7.0
urllib32.0.7прямависока122.7.0
urllib32.2.1прямависока142.7.0
urllib32.2.3прямависока122.7.0
urllib32.6.3прямависока42.7.0
pyasn10.5.1непрямависока40.6.4
pyasn10.6.0непрямависока40.6.4
pyasn10.6.1непрямависока60.6.4
pyasn10.6.2непрямависока40.6.4
diskcache5.6.3прямапомірна2
marshmallow3.20.1прямапомірна24.1.2
marshmallow3.20.2прямапомірна24.1.2
marshmallow3.21.2прямапомірна24.1.2
marshmallow3.22.0прямапомірна24.1.2
requests2.31.0прямапомірна62.33.0
requests2.32.2прямапомірна42.33.0
requests2.32.3прямапомірна42.33.0
requests2.32.5прямапомірна22.33.0
idna3.10непрямапомірна23.15
idna3.4непрямапомірна43.15
idna3.6непрямапомірна43.15
idna3.7непрямапомірна23.15
pytest7.4.0непрямапомірна29.0.3
pytest7.4.3непрямапомірна29.0.3
pytest8.2.1непрямапомірна29.0.3
pygments2.17.1пряманизька22.20.0
pygments2.17.2пряманизька22.20.0
pygments2.18.0пряманизька22.20.0
pygments2.19.2пряманизька22.20.0
apache-airflow-providers-fab1.4.0непряманевідома4
apache-airflow-providers-ftp3.11.1непряманевідома1
apache-airflow-providers-google10.23.0непряманевідома3
apache-airflow-providers-http4.13.1непряманевідома2
azure-core1.29.5непряманевідома2
azure-core1.30.0непряманевідома2
azure-core1.30.1непряманевідома2
azure-core1.31.0непряманевідома2
azure-identity1.15.0непряманевідома2
azure-identity1.16.0непряманевідома2
certifi2023.11.17непряманевідома2
certifi2024.2.2непряманевідома2
cryptography41.0.5непряманевідома14
cryptography42.0.2непряманевідома10
cryptography43.0.1непряманевідома7
filelock3.13.1непряманевідома4
flask2.2.5непряманевідома2
flask-appbuilder4.5.0непряманевідома8
gitpython3.1.40непряманевідома13
google-cloud-aiplatform1.70.0непряманевідома2
h110.14.0непряманевідома2
httplib20.22.0непряманевідома1
jaraco-context5.3.0непряманевідома2
jaraco-context6.0.1непряманевідома2
jinja23.1.2непряманевідома10
jinja23.1.3непряманевідома8
js2py0.74непряманевідома2
jupyter-core5.7.2непряманевідома2
keras2.15.0непряманевідома10
mako1.3.5непряманевідома4
orjson3.10.3непряманевідома2
orjson3.10.7непряманевідома2
pillow10.3.0непряманевідома29
pillow10.4.0непряманевідома29
pillow12.2.0непряманевідома21
pyarrow10.0.1непряманевідома3
pyarrow15.0.0непряманевідома3
pyarrow16.1.0непряманевідома3
pyjwt2.11.0непряманевідома12
pyjwt2.8.0непряманевідома11
pyjwt2.9.0непряманевідома13
pyopenssl23.3.0непряманевідома4
pyopenssl24.2.1непряманевідома4
pyspark3.3.2непряманевідома3
pyspark3.5.0непряманевідома2
torch1.12.1непряманевідома30
torch2.1.0непряманевідома28
tornado6.4.1непряманевідома22
werkzeug2.2.3непряманевідома14
werkzeug3.1.5непряманевідома2
wheel0.41.3непряманевідома2
zipp3.17.0непряманевідома2

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": {
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        "data-science",
        "data",
        "hacktoberfest"
      ],
      "is_fork": false,
      "size_kb": 43731,
      "has_wiki": false,
      "homepage": "https://docs.flyte.org/en/latest/api/flytekit/docs_index.html",
      "languages": {
        "CSS": 699,
        "HTML": 3458,
        "Shell": 9209,
        "Python": 5901848,
        "Makefile": 6277,
        "Dockerfile": 6593
      },
      "pushed_at": "2026-07-21T17:19:07Z",
      "created_at": "2019-08-21T17:38:38Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T17:19:14Z",
      "description": "Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible. ",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://flyte.org",
      "name": "Flyte",
      "type": "Organization",
      "login": "flyteorg",
      "company": null,
      "location": null,
      "followers": 338,
      "avatar_url": "https://avatars.githubusercontent.com/u/35380635?v=4",
      "created_at": "2018-01-12T18:57:57Z",
      "is_verified": null,
      "public_repos": 49,
      "account_age_days": 3112
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": null,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
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          "tag": "v1.16.26",
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          "published_at": "2026-07-16T16:54:54Z"
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          "tag": "v1.16.25",
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          "tag": "v1.16.24",
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          "tag": "v1.16.12a0",
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          "published_at": "2025-12-24T21:54:34Z"
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            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
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                    "code": "push_recency",
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
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                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
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                "detail": "OpenSSF Scorecard unavailable",
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                "status": "excluded",
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                    "code": "no_data",
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                "max_points": 10
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            "key": "release_discipline",
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            "note": null,
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            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "v1.16.26",
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              "days_since_latest_release": 5,
              "mean_days_between_releases": 10.4
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            "components": [
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                "key": "ships_releases",
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                "detail": "100 releases published",
                "points": 27,
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                  {
                    "code": "releases_published",
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                      "count": 100
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                  }
                ],
                "max_points": 27
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              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 5 days ago",
                "points": 36,
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                "details": [
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                    "code": "release_recency",
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                      "days": 5
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                "max_points": 36
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              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~10.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
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                      "gap": 10.4
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              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
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              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
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                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 79,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "forks": 339,
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              "watchers": 234,
              "growth_state": "organic",
              "growth_factor_pct": 100
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "315 stars",
                "points": 40.5,
                "status": "partial",
                "details": [
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                    "code": "stars",
                    "params": {
                      "count": 315
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                  }
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                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "339 forks",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 339
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "234 watchers",
                "points": 13.2,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 234
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                  }
                ],
                "max_points": 15
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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
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "missed",
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                "key": "code_of_conduct",
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                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
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              {
                "key": "issue_template",
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                "status": "missed",
                "details": [],
                "max_points": 7.2
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              {
                "key": "pr_template",
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          },
          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 94,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 413094
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
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                "status": "partial",
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                    "code": "downloads_monthly",
                    "params": {
                      "count": 413094,
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                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
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                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 84,
        "weight": 0.24,
        "metrics": [
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            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "bus_factor",
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                    "code": "bus_factor",
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                "max_points": 54
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                "key": "commit_distribution",
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                "detail": "top contributor authored 16% of commits",
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                "details": [
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "key": "contributor_breadth",
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                "detail": "99 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
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                    "code": "contributors_sampled",
                    "params": {
                      "count": 99
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 10
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                "code": "excluded_no_data",
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              {
                "code": "weights_renormalized",
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            "value": 78,
            "inputs": {
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              "issue_closed_ratio": null,
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                    "code": "no_issues_or_data",
                    "params": {}
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                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2560/3286 decided PRs merged",
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                "status": "partial",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 15
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          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "followers": 338,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "flyteorg",
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              "account_age_days": 3112
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            "components": [
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                "max_points": 30
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                "key": "verified_domain",
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                "points": 0,
                "status": "missed",
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                "max_points": 25
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                "key": "track_record",
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                "status": "partial",
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                      "count": 49
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                    "code": "account_age_years",
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                "max_points": 25
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          },
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            "key": "package_maintenance",
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            "notes": [],
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              "ecosystems": "pypi",
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                "detail": "1 package(s) on pypi",
                "points": 25,
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                "details": [
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                "max_points": 25
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                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
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                "details": [
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                    "code": "publish_recency",
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                ],
                "max_points": 35
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                "key": "version_history",
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                "points": 20,
                "status": "met",
                "details": [
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                  }
                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                "max_points": 20
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          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "metrics": [
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            "inputs": {
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            "components": [
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                "key": "ci_workflows",
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                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 16,
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                "max_points": 16
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              {
                "key": "pre_commit_hooks",
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                "points": 9.6,
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                "key": "editorconfig",
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                "status": "missed",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "points": 0,
                "status": "excluded",
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                ],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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                "flyte-tasks",
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                "spark",
                "workflows",
                "sdk",
                "python",
                "mlops",
                "extensible",
                "automation",
                "data-science",
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                "hacktoberfest"
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              "has_docs_dir": 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",
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                "points": 25,
                "status": "met",
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                "max_points": 25
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                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "key": "repository_description",
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                "points": 10,
                "status": "met",
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                "key": "topics",
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                "max_points": 10
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                "key": "wiki",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
        "band": "critical",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 1,
            "inputs": {
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              "manifests": [
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                "setup.cfg",
                "setup.py"
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              "has_codeql_workflow": false,
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              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "lockfiles_not_expected",
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                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
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                "max_points": 20
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            ]
          },
          {
            "key": "dependency_advisories",
            "band": "critical",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 669 resolved dependencies against OSV; 71 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 669
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 71
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 15,
            "inputs": {
              "source": "osv",
              "advisories": 867,
              "affected_packages": 97,
              "assessed_packages": 669,
              "unassessed_packages": 71,
              "affected_by_severity": "critical 6, high 19, moderate 16, low 4, unknown 52",
              "direct_affected_packages": 28
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "28 affected: click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5), +25 more",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 28,
                      "packages": "click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 25
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "23 advisory-carrying package(s) unaddressed past 90 days; oldest published 792 days ago",
                "points": 9.1,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 23,
                      "oldest": 792
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 669,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.934,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "85 of 91 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 85,
                      "sampled": 91
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile",
                "plugins/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.09
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile, plugins/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/Makefile, plugins/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "9 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 9,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 151999,
              "source_files_sampled": 980,
              "oversized_source_files": 9
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "9/980 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 980,
                      "oversized": 9
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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:flytekit@1.16.26; advisories assessed against the repository dependency graph instead",
    "Advisory severity resolved for 120 of 365 advisories (lookup cap); the remainder are reported as unknown severity",
    "OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T21:17:43.403990Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/flyteorg/flytekit.svg",
  "full_name": "flyteorg/flytekit",
  "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 v0.23.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистикаPyPI.