Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 00:44 UTC

redis / redis-py

Redis Python client

PythonMIT★ 13 599 зірок⑂ 2 700 форківз лист. 2009 р.Переглянути на GitHub ↗

redis/redis-py має індекс здоров’я 82 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (98/100), найнижчий — Engineering Quality (66/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 3 учасники.

82
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.

82
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

RedisОрганізація
2 839 підписників78 публічних репозиторіївз бер. 2012 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIredis8.0.1-16828 днів томуredisdatabasekey-value-store

Метрики за категоріями

Життєздатність

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

98Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
32.5/36Ритм комітів — 47/52 тижнів із комітами
18/18Обсяг комітів — 246 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — немає даних
Використані вхідні дані
commits_last_year246
human_commit_share0,96
days_since_last_push0
active_weeks_last_year47
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 100 релізів
36/36Свіжість релізів — останній реліз 28 дн. тому
27/27Ритм релізів — реліз кожні ~13,1 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count100
latest_release_tagv8.0.1
releases_from_tagsні
days_since_latest_release28
mean_days_between_releases13,1

Спільнота та впровадження

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

92Відмінний · 18% загального індексу
Як обчислюється оцінка
60/60Зірки — 13 599 зірок
25/25Форки — 2 700 форків
13.9/15Спостерігачі — 313 спостерігачів
Використані вхідні дані
forks2 700
stars13 599
watchers313
growth_stateorganic
growth_factor_pct100
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
7.2/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateтак
has_code_of_conductні
has_pull_request_templateтак

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

83Добрий · 24% загального індексу
Як обчислюється оцінка
36/54Бас-фактор — на 3 контриб’ютор(ів) припадає половина всіх комітів
13.6/22.5Розподіл комітів — головний контриб’ютор — автор 40% комітів
13.5/13.5Широта контриб’юторів — 99 контриб’юторів
0/10OpenSSF Scorecard: Contributors — немає даних
Використані вхідні дані
bus_factor3
contributors_sampled99
top_contributor_share0,395
Як обчислюється оцінка
45.8/46.8Вирішення issue — закрито 98% issue
28.6/38.3Прийняття PR — злито 1 664/2 222 вирішених PR
0/15OpenSSF Scorecard: Code-Review — немає даних
Використані вхідні дані
merged_prs1 664
open_issues40
closed_issues1 882
issue_closed_ratio0,979
closed_unmerged_prs558
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
24.8/25Охоплення власника — 2 839 підписників у redis
25/25Послужний список — 78 публічних репозиторіїв, вік облікового запису ~14 р.
Використані вхідні дані
followers2 839
owner_typeOrganization
is_verified
owner_loginredis
public_repos78
account_age_days5 244

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 28 дн. тому
20/20Історія версій — 168 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesredis
ecosystemspypi
any_deprecatedні
min_days_since_publish28

Інженерна якість

Чи наявні базові інженерні практики та документація?

66Помірний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 8 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
10/10Теми — 5 тем
0/10Wiki
Використані вхідні дані
topicspython, redis, redis-client, redis-cluster, redis-py
has_wikiні
homepage
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

68Помірний · 16% загального індексу

Стан безпеки

60Помірний
Як обчислюється оцінка
0/30Політика безпеки (SECURITY.md)
25/25Конфігурація Dependabot
0/25Файли фіксації залежностей — опублікована бібліотека — lockfile є справою застосунків, не очікується
20/20Процес CodeQL
Використані вхідні дані
sourcefile_signals
lockfiles
manifestsbenchmarks/requirements.txt, docs/requirements.txt, doctests/requirements.txt, pyproject.toml
has_codeql_workflowтак
has_security_policyні
has_dependabot_configтак
Виключено з оцінювання (немає даних або не застосовно): Файли фіксації залежностей. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories6
affected_packages2
assessed_packages16
unassessed_packages28
affected_by_severitymoderate 2
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 16 резолвлених залежностей із OSV. 28 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.

78Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md, CLAUDE.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 91 з 96 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,948
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes14 313
Як обчислюється оцінка
18/18Розгортання однією командою — docs/Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — .mypy.ini, redis/py.typed
10/10Відтворюване середовище — Dockerfile
10/10Підтверджена практика роботи з агентами — 5 з останніх 100 комітів створено агентом або з його зазначенням
8/8Автоматизоване супроводження — 4 з останніх 100 комітів — автоматичні оновлення залежностей
0/10OpenSSF Scorecard: Pinned-Dependencies — немає даних
Використані вхідні дані
has_nixні
has_testsтак
lockfiles
has_dockerfileтак
typed_languageні
bootstrap_filesdocs/Makefile
has_devcontainerні
has_linter_configні
typecheck_configs.mypy.ini, redis/py.typed
agent_commit_share0,05
toolchain_manifests
dependency_bot_commit_share0,04
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (.mypy.ini, redis/py.typed)
50/55Керовані розміри файлів — 28/310 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes413 836
source_files_sampled310
oversized_source_files28
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

13 599зірок GitHub
99контриб'юторів
246комітів за останні 12 місяців
0днів від останнього пушу
100релізів
3бас-фактор
40відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

Докладніше

Історія зірок і форків 13 599 ★ / 2 700 ⇿
13 599Зірки
2 700Форки
100Релізи

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.

Показано лише найновішу історію — цей репозиторій перевищує вікно збору, тож найраніша історія не захоплена.

02 5005 0007 50010 00012 50015 00013 5992 700322020-072023-072026-07
Мажорні 5Мінорні 17Патчі 43

Кожна точка охоплює 6 днів.

Прямі залежності 1
РеєстрПакетОбмеження версіїМаніфест
PyPIasync-timeout>=4.0.3pyproject.toml
Усі залежності 44

Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 44 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIaiohttpнепряма
PyPIbuild1.2.2.post1непряма
PyPIclick8.3.3непряма
PyPIcoverage7.6.12непряма
PyPIcryptographyнепряма
PyPIdocutilsнепряма
PyPIfuroнепряма
PyPIhiredisнепряма
PyPIinvoke2.2.0непряма
PyPIipythonнепряма
PyPInbsphinxнепряма
PyPInumpyнепряма
PyPIopentelemetry-apiнепряма
PyPIopentelemetry-exporter-otlp-proto-grpcнепряма
PyPIopentelemetry-exporter-otlp-proto-httpнепряма
PyPIopentelemetry-instrumentation-redis0.35b0непряма
PyPIopentelemetry-sdkнепряма
PyPIpackaging24.2непряма
PyPIpandasнепряма
PyPIpandocнепряма
PyPIpybreakerнепряма
PyPIpyjwtнепряма
PyPIpyopensslнепряма
PyPIpytest8.3.4непряма
PyPIpytest-asyncio1.1.0непряма
PyPIpytest-cov6.0.0непряма
PyPIpytest-forkedнепряма
PyPIpytest-profiling1.8.1непряма
PyPIpytest-timeout2.3.1непряма
PyPIredisнепряма
PyPIredis4.3.4непряма
PyPIredis-entraid1.2.1непряма
PyPIrequestsнепряма
PyPIruff0.9.6непряма
PyPIsentence-transformersнепряма
PyPIsphinxнепряма
PyPIsphinx-autodoc-typehintsнепряма
PyPIsphinx-galleryнепряма
PyPItabulateнепряма
PyPIujsonнепряма
PyPIuptrace1.14.0непряма
PyPIvultureнепряма
PyPIxxhashнепряма
PyPIxxhash3.6.0непряма
Сповіщення про залежності 2

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 16 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 2 мають відомі сповіщення, з них 0 прямі. 28 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
pytest8.3.4непрямапомірна29.0.3
redis4.3.4непрямапомірна44.5.4

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "python",
        "redis",
        "redis-client",
        "redis-cluster",
        "redis-py"
      ],
      "is_fork": false,
      "size_kb": 13581,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Shell": 6583,
        "Python": 6615048
      },
      "pushed_at": "2026-07-21T10:23:43Z",
      "created_at": "2009-11-06T10:22:26Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T16:57:26Z",
      "description": "Redis Python client",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://redis.io",
      "name": "Redis",
      "type": "Organization",
      "login": "redis",
      "company": null,
      "location": null,
      "followers": 2839,
      "avatar_url": "https://avatars.githubusercontent.com/u/1529926?v=4",
      "created_at": "2012-03-12T18:05:54Z",
      "is_verified": null,
      "public_repos": 78,
      "account_age_days": 5244
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": null,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v8.0.1",
          "kind": "patch",
          "published_at": "2026-06-23T14:52:01Z"
        },
        {
          "tag": "v7.4.1",
          "kind": "patch",
          "published_at": "2026-06-05T09:09:40Z"
        },
        {
          "tag": "v7.3.1",
          "kind": "patch",
          "published_at": "2026-06-05T08:46:14Z"
        },
        {
          "tag": "v7.2.2",
          "kind": "patch",
          "published_at": "2026-06-05T08:26:05Z"
        },
        {
          "tag": "v8.0.0",
          "kind": "major",
          "published_at": "2026-05-28T12:44:42Z"
        },
        {
          "tag": "v8.0.0b2",
          "kind": "other",
          "published_at": "2026-04-17T07:38:07Z"
        },
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          "tag": "v8.0.0b1",
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          "headline": "feat: add exclude_empty (EXCLUDEEMPTY) option to TS.MRANGE and TS.MRE…",
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          "headline": "feat: add COLLECT reducer support to search aggregations (#4179)",
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          "headline": "Add unit tests for string helper utilities (#4180)",
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          "headline": "test: add FT.SEARCH server-timeout coverage for return and fail polic…",
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          "headline": "feat: add async maintenance-notifications support for standalone and …",
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          "headline": "Add context manager support to ConnectionPool (#4167)",
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          "body": "* feat: add SDIFFCARD and SUNIONCARD command support\n\n* Updating 8.10 CI test image tag - using the milestone 3 tag",
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          "headline": "feat: add SDIFFCARD and SUNIONCARD command support (#4171)",
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          "headline": "feat: add TS.READ command support to the timeseries module (#4170)",
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          "headline": "docs: consolidate AI-agent guidance into root AGENTS.md and portable …",
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          "headline": "test(search): add multi-language RediSearch coverage, re-enable searc…",
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          "body": "…dis) (#4156)\n\nDistinguish a peer-closed socket from one holding pending push data via a\nnon-destructive poll() + MSG_PEEK, and raise ConnectionError from\n_HiredisParser.can_read() so the pool recycles it — matching the pure-Python\n(recv -> b\"\") and async (StreamReader.at_eof()) parsers. Sync-only by design.",
          "is_bot": false,
          "headline": "fix: detect server-closed pooled connection in can_read (RESP3 + hire…",
          "author_name": "Aidan Nguyen",
          "author_login": "Stunned1",
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          "oid": "b121809bd7c7107eedb6b9849180c83246419961",
          "body": "AbstractConnection.get_resolved_ip takes no arguments; it operates on\nself. The documented `connection` parameter is left over from an\nearlier signature.\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Remove stale connection arg from get_resolved_ip docstring (#4164)",
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          "body": "…ace (#4163)",
          "is_bot": false,
          "headline": "Add TS.NRANGE and TS.NREVRANGE support to the timeseries command surf…",
          "author_name": "petyaslavova",
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          "body": "…urrent disconnect (#4136)\n\nWhen a Redis client is shared across threads and operations are wrapped in\n`with redis:`, one thread's __exit__ disconnects the connection while another\nis mid-read. _HiredisParser.on_disconnect() sets both self._sock and\nself._reader to None, so the in-flight read derefe\n[…]\nter\n.gets()/.feed() into an AttributeError. The async parser is unaffected since\nits on_disconnect() does not null _reader/_stream.\n\nFixes #4003\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "fix(hiredis): raise ConnectionError instead of AttributeError on conc…",
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          "oid": "bc0c81baf44c9d58b25031d47c2e6156be88e087",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6 to 7.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v6...v7)\n\n---\nupdated-dependenc\n[…]\najor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 6 to 7 (#4160)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-02T10:21:15Z",
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        },
        {
          "oid": "085132d383d7afb8b2805480d83e7f4d6057f5a1",
          "body": "Bumps [rojopolis/spellcheck-github-actions](https://github.com/rojopolis/spellcheck-github-actions) from 0.60.0 to 0.62.0.\n- [Release notes](https://github.com/rojopolis/spellcheck-github-actions/releases)\n- [Changelog](https://github.com/rojopolis/spellcheck-github-actions/blob/master/CHANGELOG.md)\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump rojopolis/spellcheck-github-actions from 0.60.0 to 0.62.0 (#4161)",
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          "committed_at": "2026-07-02T06:09:44Z",
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        {
          "oid": "83c2541001fd898190b3617786d5734f8954f179",
          "body": "…poll()` instead of a per-call selector (#4118)\n\n* fix: #4117 avoid per-check fd allocation in hiredis `_socket_can_read()` — use `poll()` instead of a per-call selector\n\n* test: improve tests following review\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Avoid per-check fd allocation in hiredis `_socket_can_read()` — use `…",
          "author_name": "Luke Cousins",
          "author_login": "violuke",
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          "oid": "7abefd7e26998acaac24697d7685914db07fa947",
          "body": "…elled (#4123)",
          "is_bot": false,
          "headline": "fix(asyncio): release pooled connection when Pipeline.reset() is canc…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-15T13:25:38Z",
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        {
          "oid": "1c77108df0ae50e9ac33770f33ef0cf8571c9ba6",
          "body": "* Fixing pubsub's listen method to be blocking.\n\n* Fixing linters",
          "is_bot": false,
          "headline": "Fixing pubsub's listen method to be blocking. (#4119)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
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          "oid": "8210f32f0175f615ee4d6b4422e15faa4235c8a4",
          "body": "…4109)\n\n* fix(search): parse RESP3 FT.SEARCH responses with bytes-typed keys\n\nSince the wire protocol default switched to RESP3 (#4052), the server\nreturns FT.SEARCH responses as RESP3 maps.  When a client is opened with\n``decode_responses=False`` the map keys arrive as ``bytes`` rather than\n``str``\n[…]\nedismod, fixed_client) stay grouped and\n  @pytest.mark.parametrize sits last, matching the prevailing style\n  for parametrised tests.\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "fix(search): parse RESP3 FT.SEARCH responses with bytes-typed keys (#…",
          "author_name": "MJSHANG",
          "author_login": "mokashang",
          "committed_at": "2026-06-12T07:42:37Z",
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          "oid": "2febde0673eeab3157e24791c4048c3852f50fec",
          "body": null,
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          "headline": "Fix hiredis readiness checks for high file descriptors (#4115)",
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          "author_login": "petyaslavova",
          "committed_at": "2026-06-11T16:47:48Z",
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        {
          "oid": "640f0d055f19a9203cc894998d97150676dbf947",
          "body": "* Fixed async MultiDBClient with underlying RedisCluster\n\n* Fixed failing tests\n\n* Fixed missleading comments\n\n* Propagated .env variable",
          "is_bot": false,
          "headline": "Fixed async MultiDBClient with underlying RedisCluster (#4108)",
          "author_name": "Vladyslav Vildanov",
          "author_login": "vladvildanov",
          "committed_at": "2026-06-10T10:34:09Z",
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          "body": null,
          "is_bot": false,
          "headline": "Fix async cluster node connection release on write errors (#4111)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-09T16:33:22Z",
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        {
          "oid": "aa1d4e0b2a7d19bcd341a483b6ea3d6d53e61fa6",
          "body": "…ng the Redis versions in CI test matrix (#4092)\n\n* Updating lib version + supported Redis versions in README.md + Redis versions in CI test matrix\n\n* Fixing redis_stack_version_mapping\n\n* Fix some version mismatches for validate build and install flows\n\n* Updating redis_stack_version_mapping",
          "is_bot": false,
          "headline": "Updating lib version + supported Redis versions in README.md + updati…",
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          "author_login": "petyaslavova",
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        {
          "oid": "095aa2253ff130eb310628d3a32065436df6a5c5",
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          "is_bot": false,
          "headline": "Bumping github-versions actions (#4102)",
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          "author_login": "petyaslavova",
          "committed_at": "2026-06-08T10:40:25Z",
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        {
          "oid": "edd392f8b0ba12341406d5e870c2051434693910",
          "body": "… (job-level write for actions/stale) (#4080)\n\n* ci: declare workflow-level contents: read on spellcheck and stale-issues\n\nWorkflow runs checks only; no GitHub API writes. Post-CVE-2025-30066 hardening pattern.\n\nSigned-off-by: Arpit Jain <arpitjain099@gmail.com>\n\n* Grant stale job issues: write + pu\n[…]\ndefault at the workflow level.\n\nSigned-off-by: Arpit Jain <arpitjain099@gmail.com>\n\n---------\n\nSigned-off-by: Arpit Jain <arpitjain099@gmail.com>\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "ci: least-privilege permissions on spellcheck (read) and stale-issues…",
          "author_name": "Arpit Jain",
          "author_login": "arpitjain099",
          "committed_at": "2026-06-08T08:43:53Z",
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        {
          "oid": "cdc92706ffaa81a0ccde1fea294f034bb66b3fe1",
          "body": "* Add missing url query argument parser for ssl_min_version\n\n* Added asyncio version of ssl_min_version parser\n\n* Added tests\n\n* Fixed the two test problems that the AI found\n\n* Fixing linters after conflict resolution through the web\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Add missing url query argument parser for ssl_min_version (#4047)",
          "author_name": "Robert Rollins",
          "author_login": "coredumperror",
          "committed_at": "2026-06-04T14:58:47Z",
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        {
          "oid": "388f942b9979638fc939cc5052455d550884962d",
          "body": "* Fix Unix socket maintenance notification handling and tests\n\n* Fixing linters\n\n* Fixing handling of unix socket onnections in pool init\n\n* Adding missed file from the previous fix",
          "is_bot": false,
          "headline": "Fix Unix socket maintenance notification handling and tests (#4097)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-04T12:36:44Z",
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        },
        {
          "oid": "67d944780c35d459fd301a701a118fcc24f632b7",
          "body": "Updates the CI badge\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Update CI badge in README.md (#4099)",
          "author_name": "Elena Kolevska",
          "author_login": "elena-kolevska",
          "committed_at": "2026-06-03T15:50:37Z",
          "body_truncated": false,
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        },
        {
          "oid": "470f612608fb31524f67d1da35db62f279b119bf",
          "body": "* Updating PyJWT dependency.\n\n* Updating redis-entraid test dependency\n\n* Removing ignored vulnerability since the PyJWT is already with a bumped version",
          "is_bot": false,
          "headline": "Updating PyJWT dependency. (#4100)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-03T12:56:55Z",
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        {
          "oid": "bfaf002375d444aa04745ea587aa7450634261f6",
          "body": "* Updating default socket keep alive config\n\n* Updating default socket read size to 32 kb\n\n* Updating default socket_timeout and socket_connect_timeout values to 5s\n\n* Updating the default retry configuration\n\n* Updating max_connections allowed in ConnectionPool\n\n* Unifying SENTINEL marker usage thr\n[…]\n Fixing failing tests\n\n* Using socket timeout constants for all default socket timeout configs\n\n* Applying review comments\n\n* Fixing linters\n\n* Extracting retry count,base and cap configs as constants",
          "is_bot": false,
          "headline": "Updates in default connection and retry settings (#4082)",
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          "author_login": "petyaslavova",
          "committed_at": "2026-05-28T10:44:21Z",
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          "body": "…r (#4077)\n\n* Updating INCREX command arg - SATURATE now controls overflow behaviour\n\n* Fixing flaky test",
          "is_bot": false,
          "headline": "Updating INCREX command arg - SATURATE now controls overflow behaviou…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-27T12:35:00Z",
          "body_truncated": false,
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        {
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          "body": "* Preserve explicit None for client metadata config\n\n* Fixing linters after conflict resolution via web interface",
          "is_bot": false,
          "headline": "Preserve explicit None for client metadata config (#4081)",
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          "author_login": "petyaslavova",
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          "body": "…s and replace async's can_read_destructive with non-destructive can_read. (#4063)\n\n* Avoid zero-timeout async reads in hiredis readiness checks and replace can_read_destructive with non-destructive can_read.\n* Fix can_read timeout handling\n* Removing SENTINEL check for timeout in can_read - this type is not supported, the type hint allows only float values\n* Removing timeout from async's can_read api, because it is not actually used",
          "is_bot": false,
          "headline": "Avoid zero-timeout async reads in hiredis connections readiness check…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-26T16:54:56Z",
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          "is_bot": false,
          "headline": "fix(typing): correct type annotation for XReadResponse (#4046)",
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          "author_login": "hydroblaze",
          "committed_at": "2026-05-26T09:19:56Z",
          "body_truncated": false,
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          "body": "…ndlers (#4068)\n\n* Add support for PubSub subscriptions with binary channel names and handlers\n\n* Applying review comment + fixing spelling and linters errors\n\n* Fixing linters",
          "is_bot": false,
          "headline": "Add support for PubSub subscriptions with binary channel names and ha…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-21T12:23:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32be6a54dae08296fe0bf20fdfb8f4f1d12f83cb",
          "body": "* Randomize cluster startup node order during topology refresh\n\n* Fixing failing tests and adding randomization improvement - now if receive the last failed node as argument and it is moved to be the last option for topology refresh\n\n* Fixing linters\n\n* Applying review comment\n\n* Fixing flaky test -\n[…]\ndomization. For better maint notifications behaviour the randomization is mocked to keep the original order\n\n* Fix flaky tests by introducing mocked timer\n\n* Fixing tests after bad conflict resolution",
          "is_bot": false,
          "headline": "Randomize cluster startup node order during topology refresh (#4060)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-20T19:18:53Z",
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          "oid": "26702aff5810d34597f22be200c3bd1623985458",
          "body": "* Add CLAUDE.md and /sync-claude-md skill\n\nAdds an orienting CLAUDE.md for future Claude Code sessions, plus a\nproject-level slash command that audits and refreshes it against the\ncurrent repo state.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n* Updated wordlist\n\n* Add CLA\n[…]\nuthored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Add CLAUDE.md and /sync-claude-md skill for managing (#4066)",
          "author_name": "Vladyslav Vildanov",
          "author_login": "vladvildanov",
          "committed_at": "2026-05-20T16:19:17Z",
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          "is_bot": false,
          "headline": "Fix flaky tests (#4071)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-20T13:34:33Z",
          "body_truncated": false,
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          "oid": "9d6a25268e2e90dbed06abbde05c124bd60e8957",
          "body": "* Added a part of array commands\n\n* Added one more group of commands\n\n* Added remaining commands\n\n* Updated callbacks\n\n* Changed version constraint\n\n* Updated test image\n\n* Added missing coverage\n\n* Codestyle fixes\n\n* Updated return types of ARGREP and ARSCAN\n\n* Codestyle fixes\n\n* Added ignore vulnerability for PyJWT\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Added support for new array commands (#4055)",
          "author_name": "Vladyslav Vildanov",
          "author_login": "vladvildanov",
          "committed_at": "2026-05-20T10:58:54Z",
          "body_truncated": false,
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        {
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          "body": "* Adding support for new INCREX command\n\n* Applying review comment\n\n* Fixing linters\n\n* Fix BGSAVE flaky tests\n\n* Applying review comment about flaky test fix.",
          "is_bot": false,
          "headline": "Adding support for new INCREX command (#4067)",
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          "author_login": "petyaslavova",
          "committed_at": "2026-05-19T13:59:46Z",
          "body_truncated": false,
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        {
          "oid": "ec3341cd84b7603fd02df26c8db43470a064415f",
          "body": "* Updating hash commands type hints and jsonget return type hints\n\n* Applying review comment\n\n* Fix hiredis pack to support batearrays",
          "is_bot": false,
          "headline": "Updating hash commands type hints and jsonget return type hints (#4054)",
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          "author_login": "petyaslavova",
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          "body": "Updates _append_prefix to normalize prefixes with list_or_args, so str, bytes, bytearray, and memoryview are treated as single-prefix values, while existing list/tuple inputs continue to work as before.",
          "is_bot": false,
          "headline": "Normalize scalar prefixes in IndexDefinition (#3983)",
          "author_name": "Br1an",
          "author_login": "Br1an67",
          "committed_at": "2026-05-13T13:15:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cd710a3f2572b8d8879451d81042c851bba5abb",
          "body": "Fix small spelling mistakes that have accumulated in user-facing strings\nand source comments. No behavior changes; only string/comment content.\n\n- credentials.py: \"compatability\" -> \"compatibility\" in the warning emitted\n  by CredentialProvider.get_credentials_async fallback.\n- ocsp.py: \"autorized\" \n[…]\ndd_document docstring.\n- _parsers/commands.py: \"splitted\" -> \"split\" in three comments (correct\n  past tense of \"split\").\n- _parsers/helpers.py: \"cant\" -> \"can't\" in a parse_geosearch_generic comment.",
          "is_bot": false,
          "headline": "docs: fix typos in messages, docstrings, and comments (#4062)",
          "author_name": "MJSHANG",
          "author_login": "mokashang",
          "committed_at": "2026-05-13T09:48:12Z",
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        },
        {
          "oid": "cd8a96383826b1808e9a81919cdca708e684c945",
          "body": "* Add Python version '3.14t' to CI matrix\n\n* Fix failing test\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Add Python version '3.14t' to CI matrix (#4058)",
          "author_name": "Igor Malinovskiy",
          "author_login": "uglide",
          "committed_at": "2026-05-12T15:04:56Z",
          "body_truncated": false,
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        },
        {
          "oid": "1bbe89185f9b85ca1060bb2492a5879dd091016d",
          "body": null,
          "is_bot": false,
          "headline": "Removing the GCRA/rate limitter/ command support. (#4059)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-12T13:05:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "cd1abcc0aad8034aa83906fee5b628c76c32e062",
          "body": "* Fix async cluster connection cleanup on topology refresh\n\n* Applying review comments",
          "is_bot": false,
          "headline": "Fix async cluster connection cleanup on topology refresh (#4057)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-12T11:34:07Z",
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        {
          "oid": "9da62c6327428370e4afe6d2ecf35138d64753ee",
          "body": "* Add deprecation notice to SETEX command documentation\n\n* use deprecated_function decorator to emit deprecation warning for setex\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Add deprecation notice to setex() method documentation (#4051)",
          "author_name": "swoutch",
          "author_login": "swoutch",
          "committed_at": "2026-05-11T14:18:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "f45a48ba0d006d67316abc2cb759ddfa84322b43",
          "body": "…4043)\n\n* fix(cluster): enable health check in ClusterNode command execution\n\nClusterNode.execute_command and execute_pipeline were hardcoding\ncheck_health=False when calling send_packed_command, which bypassed\nconnection health checks. This meant stale connections (closed by\nserver, firewall, or NA\n[…]\nto dev_requirements.txt\n\nPer maintainer guidance - version pins for test environments\nbelong in dev_requirements, not pyproject.toml.\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "fix(cluster): enable health check in ClusterNode command execution (#…",
          "author_name": "armorbreak001",
          "author_login": "armorbreak001",
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          "oid": "f4ea084ed088bafb63fc258f5b02a198bf833bdc",
          "body": "… default config compatible with current RESP2 shape. Adding possibility to opt-in for unified responses for both protocol. (#4052)\n\n* Revert \"Changing the default RESP protocol configurations for Redis clients and connections to 3 (#4031)\"\n\nThis reverts commit 098433480f670b0489079e1ea582a6b4a27fac\n[…]\nst fix\n\n* Add flaky test fix- second try, same test - fails for just one job\n\n* Fixing unstable in CI tests\n\n* Applying review comments\n\n* Fixing linters and spelling error\n\n* Applying review comments",
          "is_bot": false,
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          "author_login": "petyaslavova",
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          "oid": "c5c5dfff3ca1b4e32799ebe2e9808d718de158db",
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          "is_bot": false,
          "headline": "Handle cluster slot migration in ClusterPubSub (shard subscription re…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
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          "oid": "a3c287fae39ca629896208ec626537cc116ee971",
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          "headline": "Added support for subkey notifications (#4040)",
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          "author_login": "vladvildanov",
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          "oid": "6d1dc8ce134e700ed5823637976fdb745cdd16c8",
          "body": "…er slot (#4038)\n\n* Refactor ClusterPubSub to reuse NodesManager-managed connections. Refactor ClusterPubSub to reuse NodesManager-managed connections\n\n* Extract ConnectionPoolInterface ABC from async ConnectionPool\n\n* Removing internal design doc for the change\n\n* Refactor ClusterPubSub to reuse No\n[…]\ner-managed connections. Refactor ClusterPubSub to reuse NodesManager-managed connections\n\n* Fix CROSSSLOT on sharded pubsub resubscription by grouping channels per slot\n\n* Removing internal design doc",
          "is_bot": false,
          "headline": "Fix CROSSSLOT on sharded pubsub resubscription by grouping channels p…",
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          "author_login": "petyaslavova",
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          "is_bot": false,
          "headline": "Type Lock.extend and Lock.reacquire as Literal[True] (#4045)",
          "author_name": "AB",
          "author_login": "Brumbelow",
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          "body": "…actor ClusterPubSub to reuse NodesManager-managed connections (#4037)\n\n* Refactor ClusterPubSub to reuse NodesManager-managed connections. Refactor ClusterPubSub to reuse NodesManager-managed connections\n\n* Extract ConnectionPoolInterface ABC from async ConnectionPool\n\n* Removing internal design doc for the change\n\n* Handling potential connection leak in _ClusterNodePoolAdapter",
          "is_bot": false,
          "headline": "Refactor ClusterPubSub to reuse NodesManager-managed connections. Ref…",
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          "author_login": "petyaslavova",
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        },
        {
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          "body": "…- ZINTER, ZINTERSTORE, ZUNION, ZUNIONSTORE (#4034)",
          "is_bot": false,
          "headline": "Adding support for new COUNT aggregator for some sorted set commands …",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-04-21T09:39:06Z",
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          "headline": "Adding Time Series Multiple Aggregators support (#4035)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-04-21T08:14:12Z",
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        {
          "oid": "bd2589cac0f7b02b26ff4e65813274bb5986f086",
          "body": "* Added custom Claude command + XNACK command support\n\n* Updated command description\n\n* Update CONTRIBUTING.md\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Update specs/redis_commands_guide.md\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Update\n[…]\nsion constraints\n\n* Updated spellcheck\n\n* Updated 8.8 test image\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Added custom Claude command + XNACK command support (#4030)",
          "author_name": "Vladyslav Vildanov",
          "author_login": "vladvildanov",
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          "is_bot": false,
          "headline": "Update GCRA argument names (#4033)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
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          "headline": "Fix Sync ClusterPubSub.disconnect() — Potential AttributeError (#4036)",
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          "author_login": "petyaslavova",
          "committed_at": "2026-04-20T14:09:30Z",
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          "body": "…4020)\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Update home_json.py - this will make the docs examples interactive (#…",
          "author_name": "paoloredis",
          "author_login": "paoloredis",
          "committed_at": "2026-04-17T07:53:08Z",
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        },
        {
          "oid": "e229aa07eae4bdc165df4dd1ca1d2a19bf443eeb",
          "body": "…ir hardcoded client configuration separately (#4029)\n\n* Add @pytest.mark.fixed_client marker to protocol-agnostic tests\n\nMark tests that do not depend on dynamic request data, environment-specific\nfixtures, or protocol/topology variation with the fixed_client marker.\nThese tests run once in a dedic\n[…]\nonfig tests\n\n* Fixing test_config declaration\n\n* Applying review comments\n\n* Fix failing test due to too aggressive timeout configs - in GH actions we need more time to complete some of the operations",
          "is_bot": false,
          "headline": "Reorganize unit tests grouping - extracting the tests that define the…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-04-15T17:59:58Z",
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        {
          "oid": "098433480f670b0489079e1ea582a6b4a27fac1e",
          "body": "…nd connections to 3 (#4031)\n\n* Changing the default RESP protocol configurations for Redis clients and connections to 3\n\n* Applying review comments\n\n* Fixing of checking protocol version + related tests",
          "is_bot": false,
          "headline": "Changing the default RESP protocol configurations for Redis clients a…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-04-15T13:54:41Z",
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        {
          "oid": "407cebafe1c8374ae4d153baf8c955c7568d752f",
          "body": "…y (#4027)\n\n* add random load balancing strategy which allows for use of the primary\n\n* address style comments\n\n* add test cases for new strategy\n\n* apply lint fixes\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "add random load balancing strategy which allows for use of the primar…",
          "author_name": "Pack-Yak1",
          "author_login": "Pack-Yak1",
          "committed_at": "2026-04-09T15:37:50Z",
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          "is_bot": false,
          "headline": "RESP2 and RESP3 response unification (#4025)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-04-09T14:20:35Z",
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        },
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          "body": "…#4011)\n\n* Add FPHA (floating-point homogeneous array) arg support to JSON.SET\n\n* Move FPHA data validation into FPHAType enum",
          "is_bot": false,
          "headline": "Add FPHA (floating-point homogeneous array) arg support to JSON.SET (…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-04-08T11:07:37Z",
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        {
          "oid": "fbcd2932250804c475ba1a6f3fc1586aa0d958de",
          "body": "…es (#4017)",
          "is_bot": false,
          "headline": "Fix TypeError in CacheProxyConnection when cached response is non-byt…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-04-07T15:04:53Z",
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                "key": "openssf_scorecard_signed_releases",
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      {
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                "key": "openssf_scorecard_contributors",
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            "notes": [],
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              "followers": 2839,
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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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              },
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                "key": "owner_reach",
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                    "code": "owner_followers",
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                "max_points": 25
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                "key": "track_record",
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                "points": 25,
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                      "count": 78
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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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            "name": "Package maintenance",
            "note": null,
            "notes": [],
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                "key": "published_resolvable",
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                "key": "publish_recency",
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                "max_points": 35
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                "key": "version_history",
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                "points": 20,
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                "key": "not_deprecated",
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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": "ci_workflows",
                "name": "CI workflows",
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                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                "max_points": 24
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                "points": 24,
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              },
              {
                "key": "pre_commit_hooks",
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                "status": "missed",
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                "max_points": 9.6
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              {
                "key": "editorconfig",
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                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
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                ],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
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                "redis-client",
                "redis-cluster",
                "redis-py"
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              "has_wiki": false,
              "homepage": null,
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            "components": [
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                "points": 30,
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
                "status": "met",
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                "key": "documentation_homepage_site",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "topics",
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                "status": "met",
                "details": [
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 0,
                "status": "missed",
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                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 60,
            "inputs": {
              "source": "file_signals",
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              "manifests": [
                "benchmarks/requirements.txt",
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                "pyproject.toml"
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              "has_codeql_workflow": true,
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              "has_dependabot_config": true
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 25,
                "status": "met",
                "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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                    "params": {}
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                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 16 resolved dependencies against OSV; 28 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.",
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                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 16
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              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 28
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
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              "affected_packages": 2,
              "assessed_packages": 16,
              "unassessed_packages": 28,
              "affected_by_severity": "moderate 2",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "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": {}
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                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
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                ],
                "max_points": 40
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            ]
          },
          {
            "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": 16,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "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",
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                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
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                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "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",
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              "policy_countries": [
                "Russia",
                "Iran",
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              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 78,
        "weight": 0,
        "metrics": [
          {
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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 статистикаPyPI.