Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-24 18:41 UTC
aws / aws-iot-device-sdk-python
SDK for connecting to AWS IoT from a device using Python.
aws/aws-iot-device-sdk-python має індекс здоров’я 65 зі 100, що відповідає смузі «Помірний». Найвищий показник — Community & Adoption (84/100), найнижчий — AI Readiness (29/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.
65
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
65
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Власність
Amazon Web ServicesОрганізація
16 160 підписників551 публічний репозиторійз серп. 2012 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація | Теги |
|---|---|---|---|---|---|---|
| PyPI | AWSIoTPythonSDK | 1.6.1 | - | 22 | 0 днів тому | awsiotmqtt |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
61
Активність розробки
45У зоні ризику
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 2.1/36 | Ритм комітів — 3/52 тижнів із комітами |
| 6.3/18 | Обсяг комітів — 4 комітів за останній рік |
| 1/10 | OpenSSF Scorecard: Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
Використані вхідні дані
| commits_last_year | 4 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 3 |
Дисципліна релізів
84Добрий
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 16 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 12.6/27 | Ритм релізів — реліз кожні ~347,2 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 16 |
| latest_release_tag | v1.6.1 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 347,2 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
84
Популярність і впровадження
77Добрий
Як обчислюється оцінка
| 46/60 | Зірки — 688 зірок |
| 21.8/25 | Форки — 418 форків |
| 9.4/15 | Спостерігачі — 51 спостерігачів |
Використані вхідні дані
| forks | 418 |
| stars | 688 |
| watchers | 51 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
92Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | так |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
77
Стійкість мейнтейнерів (бас-фактор)
56Помірний
Як обчислюється оцінка
| 25.2/54 | Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів |
| 11.8/22.5 | Розподіл комітів — головний контриб’ютор — автор 48% комітів |
| 13.5/13.5 | Широта контриб’юторів — 18 контриб’юторів |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Використані вхідні дані
| bus_factor | 2 |
| contributors_sampled | 18 |
| top_contributor_share | 0,475 |
Реактивність на issue та PR
82Добрий
Як обчислюється оцінка
| 46.8/46.8 | Вирішення issue — закрито 100% issue |
| 20/38.3 | Прийняття PR — злито 35/67 вирішених PR |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Використані вхідні дані
| merged_prs | 35 |
| open_issues | 0 |
| closed_issues | 267 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 32 |
Власність та опіка
80Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 25/25 | Охоплення власника — 16 160 підписників у aws |
| 25/25 | Послужний список — 551 публічних репозиторіїв, вік облікового запису ~13 р. |
Використані вхідні дані
| followers | 16 160 |
| owner_type | Organization |
| is_verified | — |
| owner_login | aws |
| public_repos | 551 |
| account_age_days | 5 078 |
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 0 дн. тому |
| 20/20 | Історія версій — 22 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | AWSIoTPythonSDK |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 0 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
47
Інженерні практики
52Помірний
Як обчислюється оцінка
| 24/24 | Процеси CI — 5 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 4/20 | OpenSSF Scorecard: CI-Tests — 5 out of 18 merged PRs checked by a CI test -- score normalized to 2 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
40У зоні ризику
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 0/10 | Теми |
| 0/10 | Wiki |
Використані вхідні дані
| topics | — |
| has_wiki | ні |
| homepage | — |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
52
Стан безпеки
52Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 4.5/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0.5/2.5 | CI-Tests — 5 out of 18 merged PRs checked by a CI test -- score normalized to 2 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 0.8/7.5 | Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 0/5 | Packaging — немає даних |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 1 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5,2 |
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
29
Контекст і настанови для агентів
20Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 19.7/40 | Читабельна історія комітів — намір зазначено у 37 з 100 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,37 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 0/10 | Відтворюване середовище |
| 0/10 | Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | — |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
54Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 53.9/55 | Керовані розміри файлів — 2/101 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 99 147 |
| source_files_sampled | 101 |
| oversized_source_files | 2 |
Машиночитні інтерфейси
40У зоні ризику
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — samples |
Використані вхідні дані
| example_dirs | samples |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
688зірок GitHub
18контриб'юторів
4комітів за останні 12 місяців
0днів від останнього пушу
16релізів
2бас-фактор
0відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- deps.dev does not index pypi:AWSIoTPythonSDK@1.6.1; advisories assessed against the repository dependency graph instead
Докладніше
Історія зірок і форків 0 ★ / 418 ⇿
0Зірки
418Форки
14Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 0Мінорні 5Патчі 9
Кожна точка охоплює 10 днів.
OpenSSF Scorecard 5.2 / 10
5.2сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 6 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 2 | CI-Tests | 5 out of 18 merged PRs checked by a CI test -- score normalized to 2 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 1 | Maintained | 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| н/д | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 1 | SAST | SAST tool is not run on all commits -- score normalized to 1 |
| 10 | Security-Policy | security policy file detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Усі залежності 0
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 0 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|
Сповіщення про залежності не оцінено
Звірка сповіщень не відбулася для цього звіту: No resolved dependencies to assess
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 358,
"has_wiki": false,
"homepage": null,
"languages": {
"Shell": 7447,
"Python": 643580
},
"pushed_at": "2026-07-24T18:30:10Z",
"created_at": "2016-06-08T19:06:12Z",
"owner_type": "Organization",
"updated_at": "2026-07-24T18:29:19Z",
"description": "SDK for connecting to AWS IoT from a device using Python. ",
"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://amazon.com/aws",
"name": "Amazon Web Services",
"type": "Organization",
"login": "aws",
"company": null,
"location": "United States of America",
"followers": 16160,
"avatar_url": "https://avatars.githubusercontent.com/u/2232217?v=4",
"created_at": "2012-08-28T05:37:55Z",
"is_verified": null,
"public_repos": 551,
"account_age_days": 5078
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.6.1",
"kind": "patch",
"published_at": "2026-07-24T18:30:10Z"
},
{
"tag": "v1.6.0",
"kind": "minor",
"published_at": "2026-01-28T16:49:05Z"
},
{
"tag": "v1.5.5",
"kind": "patch",
"published_at": "2025-08-04T16:12:46Z"
},
{
"tag": "v1.5.4",
"kind": "patch",
"published_at": "2024-02-14T21:24:34Z"
},
{
"tag": "v1.5.3",
"kind": "patch",
"published_at": "2024-02-14T19:30:54Z"
},
{
"tag": "v1.5.2",
"kind": "patch",
"published_at": "2022-04-13T21:27:34Z"
},
{
"tag": "v1.5.1",
"kind": "patch",
"published_at": "2022-03-04T20:48:59Z"
},
{
"tag": "v1.5.0",
"kind": "minor",
"published_at": "2022-01-17T16:49:38Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2018-06-29T00:07:41Z"
},
{
"tag": "v1.3.1",
"kind": "patch",
"published_at": "2018-01-02T21:41:06Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2017-09-08T17:49:23Z"
},
{
"tag": "v1.1.2",
"kind": "patch",
"published_at": "2017-06-19T21:36:29Z"
},
{
"tag": "v1.1.1",
"kind": "patch",
"published_at": "2016-11-14T23:40:00Z"
},
{
"tag": "v1.1.0",
"kind": "minor",
"published_at": "2016-10-12T22:45:52Z"
},
{
"tag": "v1.0.1",
"kind": "patch",
"published_at": "2016-08-08T23:43:02Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2016-06-14T21:21:22Z"
}
],
"recent_commits": [
{
"oid": "604b999f027a5f85ae32d3480dbf43cc194e6602",
"body": "* update ssl context config\n\n* clean up comments",
"is_bot": false,
"headline": "Fix TLS hostname verification (#354)",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2026-07-24T18:29:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ea78d414b0e43957d19b72e73d7d61adf4dc227",
"body": "* chore: Modified bug issue template to add checkbox to report potential regression.\n\n* fix script injection\n\n---------\n\nCo-authored-by: Ashish Dhingra <67916761+ashishdhingra@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix script injection in Github action (#353)",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2026-07-07T18:52:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "43536ade4da1b4e9f6c5e999c8892d7f1506cc33",
"body": null,
"is_bot": false,
"headline": "Fix link in readme (#351)",
"author_name": "Igor Abdrakhimov",
"author_login": "sfod",
"committed_at": "2026-01-29T18:04:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "52cfb0b4a819a381fc9eae6cee4d039daff158d8",
"body": "* Update Paho Client to v1.2",
"is_bot": false,
"headline": "Paho Client Update (#350)",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2026-01-28T16:03:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "057fda5720281407d6d054932a3f6b03c5b495fb",
"body": "* handle ack packet\n\n* update suback packet\n\n* update runner image\n\n* improve error structure\n\n* add suback test",
"is_bot": false,
"headline": "Handle Suback Packet (#349)",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2025-08-04T16:10:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33016f1ee7f76423805a63a68385b94e8a7015f8",
"body": "* switch to using a role for integrated tests\r\n\r\n* separate python\r\n\r\n* setup permision&test against CI_PubSub_Role\r\n\r\n* test against iot account\r\n\r\n* update host\r\n\r\n* test host\r\n\r\n* use a ci job role for test\r\n\r\n* update role permission\r\n\r\n* update tests to use host argument\r\n\r\n* quick run discovery test\r\n\r\n* quick test for gg discovery\r\n\r\n* migrate gg discovery test\r\n\r\n* more comments\r\n\r\n---------\r\n\r\nCo-authored-by: Vera Xia <zhvxia@amazon.com>",
"is_bot": false,
"headline": "Switch to using a role for CI (#348)",
"author_name": "Steve Kim",
"author_login": "sbSteveK",
"committed_at": "2024-11-26T20:02:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1f495dd556e670af147009d964ad707e98a458a",
"body": "\r\n\r\nCo-authored-by: Bret Ambrose <bambrose@amazon.com>",
"is_bot": false,
"headline": "Update and clarify Python minimum version (#346)",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2024-10-28T16:50:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37de5162375eafde639742b113ebb2925170b51e",
"body": "…l regression. (#344)",
"is_bot": false,
"headline": "chore: Modified bug issue template to add checkbox to report potentia…",
"author_name": "Ashish Dhingra",
"author_login": "ashishdhingra",
"committed_at": "2024-10-25T22:40:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "567e3dbd0e027e990e4ecfc423b98629e13d37f3",
"body": "Co-authored-by: Bret Ambrose <bambrose@amazon.com>",
"is_bot": false,
"headline": "Iterate flushing CD pipeline (#340)",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2024-02-14T21:24:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3865ac9eec6274dac41f37cabd86e896e0e3bdbc",
"body": "Co-authored-by: Bret Ambrose <bambrose@amazon.com>",
"is_bot": false,
"headline": "Manual version update for pending release (#339)",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2024-02-14T19:24:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "800c16e7ef8b8c2ec84befdf2e9f76fa2f431fd7",
"body": "* Use ssl context wrap socket in Python3.12+\r\n* Remove redundant test modes\r\n\r\n---------\r\n\r\nCo-authored-by: Bret Ambrose <bambrose@amazon.com>",
"is_bot": false,
"headline": "Use ssl context wrap socket in Python3.12+ (#338)",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2024-02-14T17:47:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f78e330bfc4f007be5ecbd269b2429718e9b25e2",
"body": null,
"is_bot": false,
"headline": "added workflow for handling answerable discussions (#328)",
"author_name": "Shailja Khurana",
"author_login": "khushail",
"committed_at": "2023-07-20T21:17:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fdda2ecc36c2ccf5be19281b2be49d353f4e93f4",
"body": "Co-authored-by: Noah Beard <ncbeard@amazon.com>",
"is_bot": false,
"headline": "update time to ancient (#324)",
"author_name": "Joseph Klix",
"author_login": "jmklix",
"committed_at": "2023-05-23T14:20:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dcbd4e734864fbad10773d1d6ba53f88c5c8a4e0",
"body": null,
"is_bot": false,
"headline": "Fix CI failing due to Python version (#325)",
"author_name": "TwistedTwigleg",
"author_login": "TwistedTwigleg",
"committed_at": "2023-05-22T22:42:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39c35f61b30e089e413b833c8a44a40bfc3b2e95",
"body": null,
"is_bot": false,
"headline": "Use PyPi token specific to the Python V1 SDK (#317)",
"author_name": "TwistedTwigleg",
"author_login": "TwistedTwigleg",
"committed_at": "2022-08-18T12:48:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f3521d104bd30e41ea88aef9a2a683146a22d044",
"body": "distutils is deprecated and will be gone in 3.12+\r\n\r\nSigned-off-by: Khem Raj <raj.khem@gmail.com>",
"is_bot": false,
"headline": "setup.py: Use setuptools instead of distutils (#305)",
"author_name": "Khem Raj",
"author_login": "kraj",
"committed_at": "2022-06-14T18:47:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e964489ee21bf84dc3bee1a1435f77b5af526a0",
"body": "because actions in this repo no longer have write permission by default.",
"is_bot": false,
"headline": "Give explicit permissions to Github actions (#314)",
"author_name": "Michael Graeb",
"author_login": "graebm",
"committed_at": "2022-06-02T17:11:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0ea1a2d013529839fc1e7448d19dadff25d581b4",
"body": "1. Added the scripts for python SDK deployment. The deployment pipeline has the following stages\r\na. Verify the package version. Check if we need push a new release\r\ncontinuous-delivery/test_version_exists.yml\r\ncontinuous-delivery/test_version_exists\r\nb. Deliver to Test pypi and test\r\ncontinuous-del\n[…]\nt, for the test pypi, we use a different package name.\r\n\r\nBy submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.",
"is_bot": false,
"headline": "Merge pull request #313 from aws/pipeline",
"author_name": "xiazhvera",
"author_login": "xiazhvera",
"committed_at": "2022-04-13T20:01:54Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6a7da4ea321a3b7007e34cf926cad8b0185d25c6",
"body": null,
"is_bot": false,
"headline": "add comments to explain about test pypi package name",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-13T17:09:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce1b26adaa38cb1b0cd6f85dbb7638bacc942607",
"body": null,
"is_bot": false,
"headline": "revert test changes",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-13T17:05:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04432b1d20e43a9f4d0418290ca5e4dd8401c414",
"body": null,
"is_bot": false,
"headline": "revert testing changes",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-13T17:02:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f237bd555ee281730e875d448a711f9437d8e7a",
"body": null,
"is_bot": false,
"headline": "setup a fake version number for testing",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-13T16:41:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55526970e6a97fea0c690e303f2c551b2b885d8c",
"body": null,
"is_bot": false,
"headline": "setup a fake version number for testing",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-13T16:19:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e8fca898fc7dbeb5646ea6a75af51e661b0dda81",
"body": null,
"is_bot": false,
"headline": "add print_only mode for deployment test",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-13T00:01:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "244e2df48ae572c7bfd687c5e91998e2b66aee32",
"body": null,
"is_bot": false,
"headline": "clean up and revert test changes",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-12T23:07:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5d989a16287eef624e56682b473d01294ea1bb4e",
"body": null,
"is_bot": false,
"headline": "fix test command",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-12T22:04:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0738f24b039ecf76a67170dad58c630b8f7b3a58",
"body": null,
"is_bot": false,
"headline": "hard code the version number for test",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-12T20:35:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d908131009cf59ae259de4f945febbc5bb49f1a9",
"body": null,
"is_bot": false,
"headline": "hard code the version number for test",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-12T20:21:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04ad731a947ea149a963366d08c77bc59ceb04ec",
"body": null,
"is_bot": false,
"headline": "update set command for version number update",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-12T20:13:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d48971f26bcbaf482980128f0b0316dbe3b119e",
"body": null,
"is_bot": false,
"headline": "update test test-pypi for new package name",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-12T19:57:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24e1a4d0048864d0e441b0962817e14e385142da",
"body": null,
"is_bot": false,
"headline": "add logs flag for test-pypi",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-12T19:01:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd8b757e4922d521c84799f4589dcacb8c278bfd",
"body": null,
"is_bot": false,
"headline": "update test setup",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-12T18:14:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "533b588a0a5a806bb9c614305b4bf9fd65e7556f",
"body": null,
"is_bot": false,
"headline": "update package name",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-12T18:13:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5e922a45ff788fb5871d5ecf8a3e1f835d9df75",
"body": null,
"is_bot": false,
"headline": "remove version check for test",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-11T22:19:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bece8387e2d2f15f7e9702e8f9119ffd744b402d",
"body": null,
"is_bot": false,
"headline": "add --universal option for python2&3",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-11T22:17:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d08006aa2f8c5c5356f9becfbac08c7e671a9ef2",
"body": null,
"is_bot": false,
"headline": "update deployment test and scripts",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-11T22:12:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7657abd2e0e563ea9964f30892543e39ea044f22",
"body": null,
"is_bot": false,
"headline": "update deployment script",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-11T21:28:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf9c0d1b2e0b154a226f9dc4bc932b41a83d4e5f",
"body": null,
"is_bot": false,
"headline": "update test_version_exists",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-11T20:50:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a09b436dc55ac61fb77b46a0ea5ccdc5065210b0",
"body": null,
"is_bot": false,
"headline": "add continuous-delivery",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-11T18:17:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b5ba6fe696cfd2e7bf20135289ecc803f973ddae",
"body": "Added integration tests in GitHub CI",
"is_bot": false,
"headline": "Merge pull request #310 from aws/integration_test",
"author_name": "xiazhvera",
"author_login": "xiazhvera",
"committed_at": "2022-04-11T17:15:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "99fe2e9f635a0126a0cdcc629aecda71b6d051ab",
"body": "This reverts commit 72e47e06cb9ea77498b7f42c1a561f07594b9bad.",
"is_bot": false,
"headline": "Revert \"add script to check version\"",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-11T16:58:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72e47e06cb9ea77498b7f42c1a561f07594b9bad",
"body": null,
"is_bot": false,
"headline": "add script to check version",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-11T16:56:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b970c2d159ee2cf308be2d9d6a67f4bcb8b81c29",
"body": null,
"is_bot": false,
"headline": "use a random id for client id to prevent conflicts between tests",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-11T16:53:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34734fb30658bdd2e4bead50bd3e49f52dc588f9",
"body": null,
"is_bot": false,
"headline": "kick CI to verify the tests",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-07T18:25:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "53efd56e004efd6ad05dc65d620fb38cbb398ab8",
"body": null,
"is_bot": false,
"headline": "update subscribe topic",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-07T17:24:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08f4b782d07269991fe9d45b0d73c2a3f64c6fea",
"body": null,
"is_bot": false,
"headline": "add back __init__.py for python2",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-07T17:11:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "261d5639aaf90f721216cbf1f686e0fc8d0e0b9c",
"body": null,
"is_bot": false,
"headline": "update ignore file",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-07T17:06:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e4995d6550f15eac15c561f9398cef6d7d23fe1d",
"body": null,
"is_bot": false,
"headline": "remove empty files and improve comments",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-07T17:00:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "96425fec6e0bea0931b2b9d2c1ca57cc6ed90799",
"body": null,
"is_bot": false,
"headline": "add debug log for integration test",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-06T18:48:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee1e3502eda96d085755e114b969ff8f29a97c2f",
"body": null,
"is_bot": false,
"headline": "update logic to use random topic to avoid test conflicts",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-06T18:28:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7113589843a3de502cabaef018820f2a83a66036",
"body": null,
"is_bot": false,
"headline": "kick CI",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-06T18:02:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5b5a66d2a7418b1c1d439bf4b063e3d5d0c95d73",
"body": null,
"is_bot": false,
"headline": "kick CI",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-06T17:51:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "54dee767dc796ad4439a2a9e18ded11332e8f7cc",
"body": null,
"is_bot": false,
"headline": "update codebuild to run integration test",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-06T17:45:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92501f6d1250992155b24d4b600df776de9d51e3",
"body": null,
"is_bot": false,
"headline": "kick ci",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-06T16:25:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7409849907f1ccda6b53609e0de4838505d421e0",
"body": null,
"is_bot": false,
"headline": "clean up code",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-05T23:32:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a1442d615b512ef7509913ce79397b978e0bd3e6",
"body": null,
"is_bot": false,
"headline": "update .gitignore file",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-05T23:27:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "da268b7c300fc9f4f2d812739f84715921e9064c",
"body": null,
"is_bot": false,
"headline": "update cancle in process option",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-05T23:13:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f1e7a705261ce2357e86f6a6ce152470b616b353",
"body": null,
"is_bot": false,
"headline": "update concurrency group",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-05T23:11:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c3c45956bd2c6663c01d7c5dca7d99e446868f09",
"body": null,
"is_bot": false,
"headline": "use concurrency to prevent github CI run simultaneously",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-05T22:16:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b35e010df70c0e4a9c11cd8293f850918b8f22c8",
"body": null,
"is_bot": false,
"headline": "manully call command instead of use matrix",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-05T21:49:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37202c075aac0d4b114e2e3fdf545c32f33285bc",
"body": null,
"is_bot": false,
"headline": "manully call command instead of use matrix",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-05T21:40:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9affb83a5a1e81f0c727e7e2dc4d31a0c863c09",
"body": null,
"is_bot": false,
"headline": "manully call command instead of use matrix",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-05T21:39:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c44be6127a94df2520a40b37b4bb63998fe389b",
"body": null,
"is_bot": false,
"headline": "update integration test commands",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-05T21:26:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "def51baa65184b6b035dedc692334a0a7a1074b0",
"body": null,
"is_bot": false,
"headline": "update run scripts and ci to use AWS keys",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-05T21:21:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a1c3b943fedc96551f993a590081bd396b5e9a5",
"body": null,
"is_bot": false,
"headline": "update test case using cipher_provider",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-04T23:48:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "15a9e8443cc5a3a28dda36c0b4a6c0cfa440fae5",
"body": null,
"is_bot": false,
"headline": "fix pySDK path",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-04T23:43:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba571fc1335625516ea4115adfe3ca65b2fbd88e",
"body": null,
"is_bot": false,
"headline": "fix pySDK path",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-04T23:43:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a43eda363a9a10c684c6bb910c71e33ac51f9cda",
"body": null,
"is_bot": false,
"headline": "update run.sh access permission",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-04T23:33:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "972dd5ff57ae598510ed602d32053e2546534154",
"body": null,
"is_bot": false,
"headline": "update CI command",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-04T23:29:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e3a15efa967b086f04fc31f82aec2700470dfe2e",
"body": null,
"is_bot": false,
"headline": "add a test CI for integration test",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-04T23:28:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10b897139f9fa70451984b109c8ef15829671737",
"body": null,
"is_bot": false,
"headline": "add integration test",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2022-04-04T23:22:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "782f41f565afbd365fe225ca20a2415421659720",
"body": "rename ISSUE_TEMPLATE folder",
"is_bot": false,
"headline": "Merge pull request #309 from aws/issue_template",
"author_name": "Joseph Klix",
"author_login": "jmklix",
"committed_at": "2022-04-04T18:30:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e6b1a10d020165d2d519331ca31f89c8f9454dc",
"body": null,
"is_bot": false,
"headline": "rename ISSUE_TEMPLATE folder",
"author_name": "Joseph Klix",
"author_login": "jmklix",
"committed_at": "2022-04-04T18:26:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "21c37b577d6ca80519b45f0532e0c7838898441f",
"body": "Fixed list type check condition always returning false",
"is_bot": false,
"headline": "Merge pull request #307 from aws/ByteStreamErrorConditionFix",
"author_name": "TwistedTwigleg",
"author_login": "TwistedTwigleg",
"committed_at": "2022-04-04T17:08:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5fee11be5503cf2ff32b4bda0114f27f5c9dd300",
"body": null,
"is_bot": false,
"headline": "Adjusted condition to use isinstance",
"author_name": "Noah Beard",
"author_login": "TwistedTwigleg",
"committed_at": "2022-04-04T17:04:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04196b943df225e91da3f7dcfdaab245d4280cae",
"body": null,
"is_bot": false,
"headline": "Fixed list type check condition always returning false",
"author_name": "Noah Beard",
"author_login": "TwistedTwigleg",
"committed_at": "2022-04-04T15:39:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a87ceee3bcac9fbbb1dbcde28988c51cab0f91d0",
"body": "feat: Standardize issue templates for discussions",
"is_bot": false,
"headline": "Merge pull request #306 from aws/kellertk/issue-templates",
"author_name": "Joseph Klix",
"author_login": "jmklix",
"committed_at": "2022-04-01T22:09:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "116d3c165c8cd0c8ab7050ed5b7eb04c16e9b7be",
"body": null,
"is_bot": false,
"headline": "feat: Standardize issue templates for discussions",
"author_name": "kellertk",
"author_login": "kellertk",
"committed_at": "2022-03-31T20:57:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6ca6c73775c953114f83240a850a0d1ab49b68ac",
"body": "change append to extend to fix bytestream error",
"is_bot": false,
"headline": "Merge pull request #302 from aws/Issue_295",
"author_name": "Joseph Klix",
"author_login": "jmklix",
"committed_at": "2022-03-03T19:30:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4b80923ca0bbed5be220ee4dd6e9f431f332fafd",
"body": null,
"is_bot": false,
"headline": "correctly handle bytearray with extend or append",
"author_name": "Joseph Klix",
"author_login": "jmklix",
"committed_at": "2022-03-01T19:33:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dd4a46459b754415ea688f8baa04c5ff2800f932",
"body": null,
"is_bot": false,
"headline": "change append to extend to fix bytestream error",
"author_name": "Joseph Klix",
"author_login": "jmklix",
"committed_at": "2022-02-17T19:53:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "90d7b05749e2da7a13193024c720e3c8d9bf1157",
"body": "Use conditional accessor to get socket object",
"is_bot": false,
"headline": "Merge pull request #300 from aws/FixSocketAccess",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2021-12-07T21:56:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e9f610383da9f03dc9f30c5dae6b721712822ab0",
"body": null,
"is_bot": false,
"headline": "Use conditional accessor to get socket object",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2021-12-07T19:37:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b195b82349e2d5b9715d4880da747bfbaaa1437",
"body": "First step at setting up github authoritative CI",
"is_bot": false,
"headline": "Merge pull request #298 from aws/TestingAndCiphers",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2021-12-07T19:30:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc78ddf06e9874c92d10d8f8950b69bcffa19db6",
"body": null,
"is_bot": false,
"headline": "Remove some more tests that will never pass in a CI environment",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2021-12-07T02:10:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "566555ec347673666b89ffc1cda13e757f350b08",
"body": "…o be running integration tests as well so we need real credentials not mocked nonsense",
"is_bot": false,
"headline": "Remove problematic test: We're running in github CI and we're going t…",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2021-12-07T02:06:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7080367a9850e698c656d017d0dfa6491478405a",
"body": null,
"is_bot": false,
"headline": "Try 3.6",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2021-12-07T01:44:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2c6d120d2b73180ed6ebf1e8f60c81a0ba0e50e",
"body": "…ipher override support, gitignore",
"is_bot": false,
"headline": "Import internal unit tests, first crack at unit test ci definition, c…",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2021-12-07T01:40:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "203c122b9e93864c2a7c9b7532cb1ff7b9873f07",
"body": "Apply socket read fix from public gihub issue #296",
"is_bot": false,
"headline": "Merge pull request #297 from aws/SocketReadFix",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2021-12-07T01:24:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf1f3d41a1f213cd6448a08e892e76e0dfd4ef46",
"body": null,
"is_bot": false,
"headline": "Apply socket read fix from public gihub issue #296",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2021-12-06T21:35:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a67eadfcbf9d229229b18435fb7a109685250854",
"body": "Init offline request queue exceptions on raise",
"is_bot": false,
"headline": "Merge pull request #283 from cph-w/master",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2021-08-18T19:58:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2662cc08e1160f533fdf22a868f12b51baa965e",
"body": "Fix issue #284. Keep usage of _basicJSONParserHandler inside the _dataStructureLock block",
"is_bot": false,
"headline": "Merge pull request #286 from mrducky4/master",
"author_name": "Joseph Klix",
"author_login": "jmklix",
"committed_at": "2021-07-01T17:46:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "faf1472bbed631c35b3129845096303585159931",
"body": "fix: use string representation of error (Fixes #289)",
"is_bot": false,
"headline": "Merge pull request #290 from gbataille/basicDiscover_error_handling",
"author_name": "Joseph Klix",
"author_login": "jmklix",
"committed_at": "2021-06-23T18:08:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de3f059cc3b9d6352cd9312280842c7a804ceac1",
"body": "A BaseException does not always have a message field.\n\nTraceback (most recent call last):\n File \"basicDiscovery.py\", line 160, in <module>\n print(\"Error message: %s\" % e.message)\nAttributeError: 'ConnectionRefusedError' object has no attribute 'message'",
"is_bot": false,
"headline": "fix: use string representation of error (Fixes #289)",
"author_name": "Grégory Bataille",
"author_login": "gbataille",
"committed_at": "2021-04-21T09:41:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "59d071d9063079cbada53b1022c10e3bfdf5bf2a",
"body": "…aStructureLock",
"is_bot": false,
"headline": "Fix issue #284. Keep usage of _basicJSONParserHandler inside the _dat…",
"author_name": "Mark",
"author_login": null,
"committed_at": "2021-03-10T12:43:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d3b94e5d2c4113c2fb36e087c8c22fc3c4030484",
"body": "This causes the exception stack trace to be added to the instance\nevery time the exception is raised, increasing memory usage and causing\na memory leak.\n\nThe state to exception map is preserved without initialising the\nexceptions, instead they are initialised when needed to be raised.\n\nFixes: 333ffdb",
"is_bot": false,
"headline": "Init offline request queue exceptions on raise",
"author_name": "Callum Haughtey-Wilkinson",
"author_login": "cph-w",
"committed_at": "2021-03-02T14:36:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0f9eef8aafdf6319022d7972d3f1f65eefb784d",
"body": "Add closed issue message github action",
"is_bot": false,
"headline": "Merge pull request #271 from SomayaB/closed-issue-message",
"author_name": "Joseph Klix",
"author_login": "jmklix",
"committed_at": "2020-10-16T00:34:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9e3f6dc9850eaefc4b226a4ab0d6630dae957ba8",
"body": null,
"is_bot": false,
"headline": "Add closed issue message github action",
"author_name": "Somaya",
"author_login": "SomayaB",
"committed_at": "2020-10-05T19:19:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a2e9d38806a89f43cb093abac8fcb16b78e3cf5",
"body": "Fixing removed files",
"is_bot": false,
"headline": "Merge pull request #264 from aws/fixing-removed-files",
"author_name": "Ryan Carper",
"author_login": "rccarper",
"committed_at": "2020-08-12T16:59:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0698da39f1d950393431e31f1b8e9cc5d65d77e",
"body": null,
"is_bot": false,
"headline": "Fixing removed files",
"author_name": "Ryan Carper",
"author_login": "rccarper",
"committed_at": "2020-08-12T13:31:29Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 16,
"commits_last_year": 4,
"latest_release_at": "2026-07-24T18:30:10Z",
"latest_release_tag": "v1.6.1",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 3,
"days_since_latest_release": 0,
"mean_days_between_releases": 347.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 87,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "AWSIoTPythonSDK",
"exists": true,
"license": null,
"keywords": [
"aws",
"iot",
"mqtt",
"Development Status :: 6 - Mature",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"Natural Language :: English",
"Programming Language :: Python",
"Programming Language :: Python :: 3"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/AWSIoTPythonSDK/",
"is_deprecated": false,
"latest_version": "1.6.1",
"repository_url": "https://github.com/aws/aws-iot-device-sdk-python.git",
"versions_count": 22,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2016-06-14T21:03:53.806969Z",
"latest_published_at": "2026-07-24T18:38:04.352139Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 418,
"stars": 688,
"watchers": 51,
"fork_history": {
"days": [
{
"date": "2016-06-23",
"count": 1
},
{
"date": "2016-07-08",
"count": 1
},
{
"date": "2016-07-09",
"count": 1
},
{
"date": "2016-07-12",
"count": 2
},
{
"date": "2016-07-30",
"count": 1
},
{
"date": "2016-08-01",
"count": 1
},
{
"date": "2016-08-08",
"count": 1
},
{
"date": "2016-08-17",
"count": 1
},
{
"date": "2016-08-26",
"count": 1
},
{
"date": "2016-09-01",
"count": 1
},
{
"date": "2016-09-13",
"count": 1
},
{
"date": "2016-09-29",
"count": 2
},
{
"date": "2016-10-04",
"count": 1
},
{
"date": "2016-10-08",
"count": 1
},
{
"date": "2016-10-09",
"count": 1
},
{
"date": "2016-10-20",
"count": 2
},
{
"date": "2016-10-22",
"count": 1
},
{
"date": "2016-11-05",
"count": 1
},
{
"date": "2016-11-07",
"count": 1
},
{
"date": "2016-11-08",
"count": 1
},
{
"date": "2016-11-10",
"count": 1
},
{
"date": "2016-11-20",
"count": 1
},
{
"date": "2016-12-01",
"count": 1
},
{
"date": "2016-12-06",
"count": 1
},
{
"date": "2016-12-07",
"count": 1
},
{
"date": "2016-12-09",
"count": 1
},
{
"date": "2017-01-10",
"count": 1
},
{
"date": "2017-01-16",
"count": 1
},
{
"date": "2017-01-19",
"count": 1
},
{
"date": "2017-01-30",
"count": 1
},
{
"date": "2017-02-13",
"count": 2
},
{
"date": "2017-02-16",
"count": 1
},
{
"date": "2017-02-21",
"count": 1
},
{
"date": "2017-03-01",
"count": 1
},
{
"date": "2017-03-30",
"count": 1
},
{
"date": "2017-04-06",
"count": 2
},
{
"date": "2017-04-10",
"count": 1
},
{
"date": "2017-04-11",
"count": 1
},
{
"date": "2017-04-16",
"count": 1
},
{
"date": "2017-04-23",
"count": 1
},
{
"date": "2017-04-25",
"count": 1
},
{
"date": "2017-05-03",
"count": 1
},
{
"date": "2017-05-05",
"count": 1
},
{
"date": "2017-05-24",
"count": 1
},
{
"date": "2017-06-03",
"count": 1
},
{
"date": "2017-06-08",
"count": 1
},
{
"date": "2017-06-12",
"count": 1
},
{
"date": "2017-06-13",
"count": 1
},
{
"date": "2017-06-16",
"count": 1
},
{
"date": "2017-06-22",
"count": 1
},
{
"date": "2017-06-26",
"count": 1
},
{
"date": "2017-06-29",
"count": 1
},
{
"date": "2017-06-30",
"count": 1
},
{
"date": "2017-07-05",
"count": 1
},
{
"date": "2017-07-17",
"count": 1
},
{
"date": "2017-07-19",
"count": 1
},
{
"date": "2017-07-22",
"count": 1
},
{
"date": "2017-07-29",
"count": 1
},
{
"date": "2017-08-09",
"count": 1
},
{
"date": "2017-08-12",
"count": 1
},
{
"date": "2017-08-14",
"count": 1
},
{
"date": "2017-08-16",
"count": 1
},
{
"date": "2017-08-23",
"count": 2
},
{
"date": "2017-08-28",
"count": 1
},
{
"date": "2017-08-29",
"count": 1
},
{
"date": "2017-09-01",
"count": 2
},
{
"date": "2017-09-02",
"count": 1
},
{
"date": "2017-09-06",
"count": 1
},
{
"date": "2017-09-08",
"count": 1
},
{
"date": "2017-09-09",
"count": 1
},
{
"date": "2017-09-15",
"count": 1
},
{
"date": "2017-09-19",
"count": 1
},
{
"date": "2017-09-21",
"count": 1
},
{
"date": "2017-09-25",
"count": 1
},
{
"date": "2017-09-28",
"count": 1
},
{
"date": "2017-10-09",
"count": 1
},
{
"date": "2017-10-18",
"count": 1
},
{
"date": "2017-10-19",
"count": 1
},
{
"date": "2017-10-20",
"count": 1
},
{
"date": "2017-10-28",
"count": 1
},
{
"date": "2017-10-31",
"count": 2
},
{
"date": "2017-11-11",
"count": 1
},
{
"date": "2017-11-29",
"count": 1
},
{
"date": "2017-11-30",
"count": 1
},
{
"date": "2017-12-06",
"count": 2
},
{
"date": "2017-12-13",
"count": 2
},
{
"date": "2017-12-22",
"count": 1
},
{
"date": "2017-12-29",
"count": 1
},
{
"date": "2017-12-30",
"count": 1
},
{
"date": "2018-01-06",
"count": 1
},
{
"date": "2018-01-31",
"count": 1
},
{
"date": "2018-02-02",
"count": 1
},
{
"date": "2018-02-09",
"count": 1
},
{
"date": "2018-02-19",
"count": 2
},
{
"date": "2018-02-24",
"count": 1
},
{
"date": "2018-03-05",
"count": 1
},
{
"date": "2018-03-06",
"count": 3
},
{
"date": "2018-03-07",
"count": 1
},
{
"date": "2018-03-09",
"count": 1
},
{
"date": "2018-03-10",
"count": 1
},
{
"date": "2018-03-16",
"count": 1
},
{
"date": "2018-03-17",
"count": 1
},
{
"date": "2018-03-21",
"count": 3
},
{
"date": "2018-03-28",
"count": 1
},
{
"date": "2018-04-04",
"count": 2
},
{
"date": "2018-04-15",
"count": 1
},
{
"date": "2018-04-24",
"count": 1
},
{
"date": "2018-04-30",
"count": 2
},
{
"date": "2018-05-02",
"count": 1
},
{
"date": "2018-05-07",
"count": 1
},
{
"date": "2018-05-10",
"count": 1
},
{
"date": "2018-05-13",
"count": 1
},
{
"date": "2018-05-25",
"count": 1
},
{
"date": "2018-05-31",
"count": 2
},
{
"date": "2018-06-21",
"count": 2
},
{
"date": "2018-06-29",
"count": 2
},
{
"date": "2018-07-06",
"count": 1
},
{
"date": "2018-07-11",
"count": 1
},
{
"date": "2018-07-12",
"count": 1
},
{
"date": "2018-07-16",
"count": 1
},
{
"date": "2018-07-17",
"count": 1
},
{
"date": "2018-07-24",
"count": 2
},
{
"date": "2018-08-01",
"count": 1
},
{
"date": "2018-08-08",
"count": 1
},
{
"date": "2018-08-11",
"count": 2
},
{
"date": "2018-08-16",
"count": 1
},
{
"date": "2018-08-19",
"count": 1
},
{
"date": "2018-08-20",
"count": 1
},
{
"date": "2018-08-21",
"count": 1
},
{
"date": "2018-08-24",
"count": 1
},
{
"date": "2018-08-29",
"count": 1
},
{
"date": "2018-08-30",
"count": 2
},
{
"date": "2018-09-02",
"count": 1
},
{
"date": "2018-09-04",
"count": 1
},
{
"date": "2018-09-06",
"count": 1
},
{
"date": "2018-09-12",
"count": 1
},
{
"date": "2018-09-15",
"count": 1
},
{
"date": "2018-09-17",
"count": 1
},
{
"date": "2018-09-23",
"count": 1
},
{
"date": "2018-09-27",
"count": 1
},
{
"date": "2018-10-11",
"count": 3
},
{
"date": "2018-10-25",
"count": 1
},
{
"date": "2018-10-30",
"count": 1
},
{
"date": "2018-10-31",
"count": 1
},
{
"date": "2018-11-12",
"count": 1
},
{
"date": "2018-11-13",
"count": 1
},
{
"date": "2018-11-14",
"count": 1
},
{
"date": "2018-11-26",
"count": 1
},
{
"date": "2018-12-01",
"count": 1
},
{
"date": "2018-12-07",
"count": 2
},
{
"date": "2018-12-11",
"count": 1
},
{
"date": "2018-12-12",
"count": 1
},
{
"date": "2018-12-13",
"count": 1
},
{
"date": "2018-12-17",
"count": 1
},
{
"date": "2018-12-25",
"count": 1
},
{
"date": "2019-01-14",
"count": 1
},
{
"date": "2019-01-16",
"count": 1
},
{
"date": "2019-01-17",
"count": 1
},
{
"date": "2019-01-31",
"count": 1
},
{
"date": "2019-02-15",
"count": 1
},
{
"date": "2019-02-19",
"count": 1
},
{
"date": "2019-02-20",
"count": 1
},
{
"date": "2019-02-22",
"count": 1
},
{
"date": "2019-02-24",
"count": 1
},
{
"date": "2019-03-14",
"count": 1
},
{
"date": "2019-03-18",
"count": 1
},
{
"date": "2019-03-23",
"count": 1
},
{
"date": "2019-04-01",
"count": 1
},
{
"date": "2019-04-08",
"count": 1
},
{
"date": "2019-04-23",
"count": 1
},
{
"date": "2019-04-30",
"count": 1
},
{
"date": "2019-05-01",
"count": 1
},
{
"date": "2019-05-02",
"count": 1
},
{
"date": "2019-05-05",
"count": 1
},
{
"date": "2019-05-09",
"count": 3
},
{
"date": "2019-05-15",
"count": 1
},
{
"date": "2019-05-22",
"count": 1
},
{
"date": "2019-05-24",
"count": 1
},
{
"date": "2019-05-30",
"count": 1
},
{
"date": "2019-06-01",
"count": 1
},
{
"date": "2019-06-02",
"count": 1
},
{
"date": "2019-06-10",
"count": 1
},
{
"date": "2019-06-14",
"count": 1
},
{
"date": "2019-06-19",
"count": 1
},
{
"date": "2019-06-26",
"count": 1
},
{
"date": "2019-07-09",
"count": 2
},
{
"date": "2019-07-10",
"count": 1
},
{
"date": "2019-07-11",
"count": 1
},
{
"date": "2019-07-16",
"count": 1
},
{
"date": "2019-07-18",
"count": 2
},
{
"date": "2019-07-24",
"count": 1
},
{
"date": "2019-08-06",
"count": 1
},
{
"date": "2019-08-09",
"count": 1
},
{
"date": "2019-08-13",
"count": 1
},
{
"date": "2019-08-14",
"count": 1
},
{
"date": "2019-08-21",
"count": 1
},
{
"date": "2019-08-22",
"count": 1
},
{
"date": "2019-09-10",
"count": 1
},
{
"date": "2019-09-23",
"count": 1
},
{
"date": "2019-09-24",
"count": 1
},
{
"date": "2019-09-25",
"count": 1
},
{
"date": "2019-10-15",
"count": 1
},
{
"date": "2019-10-16",
"count": 1
},
{
"date": "2019-10-17",
"count": 1
},
{
"date": "2019-10-23",
"count": 1
},
{
"date": "2019-10-25",
"count": 1
},
{
"date": "2019-10-27",
"count": 1
},
{
"date": "2019-11-05",
"count": 2
},
{
"date": "2019-11-13",
"count": 2
},
{
"date": "2019-11-14",
"count": 2
},
{
"date": "2019-11-21",
"count": 1
},
{
"date": "2019-11-26",
"count": 1
},
{
"date": "2019-12-05",
"count": 1
},
{
"date": "2019-12-07",
"count": 1
},
{
"date": "2019-12-20",
"count": 1
},
{
"date": "2019-12-28",
"count": 1
},
{
"date": "2019-12-30",
"count": 1
},
{
"date": "2019-12-31",
"count": 1
},
{
"date": "2020-01-08",
"count": 1
},
{
"date": "2020-01-13",
"count": 1
},
{
"date": "2020-01-31",
"count": 1
},
{
"date": "2020-02-05",
"count": 1
},
{
"date": "2020-02-07",
"count": 1
},
{
"date": "2020-02-09",
"count": 1
},
{
"date": "2020-02-12",
"count": 1
},
{
"date": "2020-02-13",
"count": 1
},
{
"date": "2020-02-15",
"count": 1
},
{
"date": "2020-02-19",
"count": 1
},
{
"date": "2020-02-21",
"count": 1
},
{
"date": "2020-02-24",
"count": 1
},
{
"date": "2020-02-26",
"count": 1
},
{
"date": "2020-03-03",
"count": 1
},
{
"date": "2020-03-05",
"count": 2
},
{
"date": "2020-03-11",
"count": 1
},
{
"date": "2020-03-30",
"count": 1
},
{
"date": "2020-03-31",
"count": 1
},
{
"date": "2020-04-01",
"count": 1
},
{
"date": "2020-04-09",
"count": 1
},
{
"date": "2020-04-10",
"count": 1
},
{
"date": "2020-04-18",
"count": 1
},
{
"date": "2020-04-23",
"count": 1
},
{
"date": "2020-04-30",
"count": 1
},
{
"date": "2020-05-07",
"count": 1
},
{
"date": "2020-05-12",
"count": 1
},
{
"date": "2020-05-21",
"count": 1
},
{
"date": "2020-05-31",
"count": 1
},
{
"date": "2020-06-03",
"count": 1
},
{
"date": "2020-06-04",
"count": 1
},
{
"date": "2020-06-28",
"count": 1
},
{
"date": "2020-07-10",
"count": 1
},
{
"date": "2020-07-15",
"count": 1
},
{
"date": "2020-07-20",
"count": 1
},
{
"date": "2020-07-25",
"count": 1
},
{
"date": "2020-07-26",
"count": 1
},
{
"date": "2020-07-27",
"count": 1
},
{
"date": "2020-08-01",
"count": 1
},
{
"date": "2020-08-10",
"count": 2
},
{
"date": "2020-09-04",
"count": 1
},
{
"date": "2020-09-10",
"count": 1
},
{
"date": "2020-09-11",
"count": 1
},
{
"date": "2020-10-01",
"count": 2
},
{
"date": "2020-10-22",
"count": 1
},
{
"date": "2020-10-23",
"count": 2
},
{
"date": "2020-10-27",
"count": 1
},
{
"date": "2020-11-03",
"count": 1
},
{
"date": "2020-11-09",
"count": 1
},
{
"date": "2020-11-22",
"count": 1
},
{
"date": "2020-11-24",
"count": 1
},
{
"date": "2020-12-03",
"count": 1
},
{
"date": "2020-12-08",
"count": 1
},
{
"date": "2020-12-10",
"count": 1
},
{
"date": "2021-01-09",
"count": 1
},
{
"date": "2021-02-01",
"count": 1
},
{
"date": "2021-02-21",
"count": 1
},
{
"date": "2021-02-22",
"count": 1
},
{
"date": "2021-03-02",
"count": 1
},
{
"date": "2021-03-03",
"count": 1
},
{
"date": "2021-03-07",
"count": 1
},
{
"date": "2021-03-11",
"count": 1
},
{
"date": "2021-04-18",
"count": 1
},
{
"date": "2021-04-21",
"count": 1
},
{
"date": "2021-04-22",
"count": 1
},
{
"date": "2021-04-29",
"count": 1
},
{
"date": "2021-05-07",
"count": 1
},
{
"date": "2021-05-19",
"count": 1
},
{
"date": "2021-05-22",
"count": 1
},
{
"date": "2021-05-24",
"count": 1
},
{
"date": "2021-07-09",
"count": 2
},
{
"date": "2021-07-10",
"count": 1
},
{
"date": "2021-08-03",
"count": 1
},
{
"date": "2021-08-06",
"count": 1
},
{
"date": "2021-08-29",
"count": 1
},
{
"date": "2021-09-01",
"count": 1
},
{
"date": "2021-09-02",
"count": 1
},
{
"date": "2021-09-15",
"count": 1
},
{
"date": "2021-10-05",
"count": 1
},
{
"date": "2021-10-15",
"count": 1
},
{
"date": "2021-10-20",
"count": 1
},
{
"date": "2021-10-31",
"count": 1
},
{
"date": "2021-11-01",
"count": 2
},
{
"date": "2021-11-15",
"count": 1
},
{
"date": "2021-11-24",
"count": 1
},
{
"date": "2021-11-25",
"count": 1
},
{
"date": "2021-12-20",
"count": 2
},
{
"date": "2022-01-04",
"count": 1
},
{
"date": "2022-01-05",
"count": 1
},
{
"date": "2022-01-07",
"count": 1
},
{
"date": "2022-01-12",
"count": 1
},
{
"date": "2022-01-16",
"count": 1
},
{
"date": "2022-03-02",
"count": 2
},
{
"date": "2022-03-07",
"count": 1
},
{
"date": "2022-03-21",
"count": 1
},
{
"date": "2022-03-30",
"count": 1
},
{
"date": "2022-04-10",
"count": 1
},
{
"date": "2022-04-11",
"count": 1
},
{
"date": "2022-04-15",
"count": 1
},
{
"date": "2022-04-20",
"count": 1
},
{
"date": "2022-04-21",
"count": 1
},
{
"date": "2022-05-06",
"count": 1
},
{
"date": "2022-05-12",
"count": 1
},
{
"date": "2022-05-28",
"count": 1
},
{
"date": "2022-05-29",
"count": 1
},
{
"date": "2022-07-08",
"count": 1
},
{
"date": "2022-08-26",
"count": 1
},
{
"date": "2022-09-03",
"count": 1
},
{
"date": "2022-09-05",
"count": 1
},
{
"date": "2022-09-29",
"count": 1
},
{
"date": "2022-10-07",
"count": 1
},
{
"date": "2022-11-27",
"count": 1
},
{
"date": "2022-12-08",
"count": 1
},
{
"date": "2022-12-20",
"count": 1
},
{
"date": "2023-01-09",
"count": 1
},
{
"date": "2023-02-14",
"count": 1
},
{
"date": "2023-02-19",
"count": 1
},
{
"date": "2023-04-18",
"count": 1
},
{
"date": "2023-05-25",
"count": 1
},
{
"date": "2023-05-29",
"count": 1
},
{
"date": "2023-06-05",
"count": 1
},
{
"date": "2023-06-17",
"count": 1
},
{
"date": "2023-06-20",
"count": 1
},
{
"date": "2023-07-09",
"count": 1
},
{
"date": "2023-07-13",
"count": 1
},
{
"date": "2023-07-31",
"count": 1
},
{
"date": "2023-08-12",
"count": 1
},
{
"date": "2023-09-11",
"count": 1
},
{
"date": "2023-09-24",
"count": 1
},
{
"date": "2023-09-25",
"count": 1
},
{
"date": "2023-10-28",
"count": 1
},
{
"date": "2023-12-15",
"count": 1
},
{
"date": "2024-01-10",
"count": 1
},
{
"date": "2024-01-27",
"count": 1
},
{
"date": "2024-02-27",
"count": 1
},
{
"date": "2024-02-28",
"count": 1
},
{
"date": "2024-04-30",
"count": 1
},
{
"date": "2024-05-13",
"count": 1
},
{
"date": "2024-06-02",
"count": 1
},
{
"date": "2024-07-04",
"count": 1
},
{
"date": "2024-08-28",
"count": 1
},
{
"date": "2024-09-20",
"count": 1
},
{
"date": "2024-09-29",
"count": 1
},
{
"date": "2024-10-21",
"count": 1
},
{
"date": "2024-12-08",
"count": 1
},
{
"date": "2024-12-12",
"count": 1
},
{
"date": "2024-12-25",
"count": 1
},
{
"date": "2025-04-18",
"count": 1
},
{
"date": "2025-07-02",
"count": 1
},
{
"date": "2025-10-28",
"count": 1
},
{
"date": "2026-01-20",
"count": 1
},
{
"date": "2026-01-29",
"count": 1
},
{
"date": "2026-04-22",
"count": 1
},
{
"date": "2026-07-12",
"count": 1
}
],
"complete": true,
"collected": 412,
"total_forks": 418
},
"star_history": null,
"open_issues_and_prs": 1
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"samples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 99147,
"source_files_sampled": 101,
"oversized_source_files": 2,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"setup.cfg",
"setup.py"
],
"advisories": {
"error": "No resolved dependencies to assess",
"scope": "repository_graph",
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [],
"collected": true,
"truncated": false,
"total_count": 0,
"direct_count": 0,
"indirect_count": 0
}
},
"maintainership": {
"issues": {
"open_prs": 1,
"merged_prs": 35,
"open_issues": 0,
"closed_ratio": 1,
"closed_issues": 267,
"closed_unmerged_prs": 32
},
"bus_factor": 2,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "xiazhvera",
"commits": 58,
"avatar_url": "https://avatars.githubusercontent.com/u/4317731?v=4"
},
{
"type": "User",
"login": "liuszeng",
"commits": 17,
"avatar_url": "https://avatars.githubusercontent.com/u/14796906?v=4"
},
{
"type": "User",
"login": "bretambrose",
"commits": 16,
"avatar_url": "https://avatars.githubusercontent.com/u/341314?v=4"
},
{
"type": "User",
"login": "jmklix",
"commits": 10,
"avatar_url": "https://avatars.githubusercontent.com/u/5644066?v=4"
},
{
"type": "User",
"login": "TwistedTwigleg",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/25082678?v=4"
},
{
"type": "User",
"login": "KaibaLopez",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/10042156?v=4"
},
{
"type": "User",
"login": "rccarper",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/51676630?v=4"
},
{
"type": "User",
"login": "kellertk",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/1083460?v=4"
},
{
"type": "User",
"login": "sbSteveK",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/86316075?v=4"
},
{
"type": "User",
"login": "SomayaB",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/23043132?v=4"
}
],
"contributors_sampled": 18,
"top_contributor_share": 0.475
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml",
"closed-issue-message.yml",
"handle-stale-discussions.yml",
"issue-regression-labeler.yml",
"stale_issue.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 6,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 2,
"reason": "5 out of 18 merged PRs checked by a CI test -- score normalized to 2",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 10,
"reason": "all changesets reviewed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 1,
"reason": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 1,
"reason": "SAST tool is not run on all commits -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "604b999f027a5f85ae32d3480dbf43cc194e6602",
"ran_at": "2026-07-24T18:41:28Z",
"aggregate_score": 5.2,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-24T18:40:26Z",
"oldest_open_prs": [
{
"number": 336,
"created_at": "2024-02-07T00:23:56Z",
"last_comment_at": "2024-02-07T01:18:41Z",
"last_comment_author": "xiazhvera"
}
],
"last_merged_pr_at": "2026-07-24T18:29:13Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/aws/aws-iot-device-sdk-python",
"host": "github.com",
"name": "aws-iot-device-sdk-python",
"owner": "aws"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"security": 52,
"vitality": 61,
"community": 84,
"governance": 77,
"engineering": 47
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "moderate",
"name": "Vitality",
"value": 61,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "at_risk",
"name": "Development activity",
"note": null,
"notes": [],
"value": 45,
"inputs": {
"commits_last_year": 4,
"human_commit_share": 1,
"days_since_last_push": 0,
"active_weeks_last_year": 3
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "3/52 weeks with commits",
"points": 2.1,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 3
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "4 commits in the last year",
"points": 6.3,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 4
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "good",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 84,
"inputs": {
"releases_count": 16,
"latest_release_tag": "v1.6.1",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 347.2
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "16 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 16
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~347.2 days",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 347.2
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 0,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 0 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 0
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 84,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "good",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"forks": 418,
"stars": 688,
"watchers": 51,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "688 stars",
"points": 46,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 688
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "418 forks",
"points": 21.8,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 418
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "51 watchers",
"points": 9.4,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 51
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"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"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 77,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 56,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 18,
"top_contributor_share": 0.475
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 48% of commits",
"points": 11.8,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 48
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "18 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 18
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"merged_prs": 35,
"open_issues": 0,
"closed_issues": 267,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 32
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "35/67 decided PRs merged",
"points": 20,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 35,
"decided": 67
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "all changesets reviewed",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"followers": 16160,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "aws",
"public_repos": 551,
"account_age_days": 5078
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "16,160 followers of aws",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
"params": {
"count": 16160,
"login": "aws"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "551 public repos, account ~13 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 551
}
},
{
"code": "account_age_years",
"params": {
"years": 13
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"AWSIoTPythonSDK"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "22 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 22
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "at_risk",
"name": "Engineering Quality",
"value": 47,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "5 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 5
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "5 out of 18 merged PRs checked by a CI test -- score normalized to 2",
"points": 4,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "at_risk",
"name": "Documentation",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"topics": [],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 52,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 52,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.2
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "5 out of 18 merged PRs checked by a CI test -- score normalized to 2",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 1",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"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": "critical",
"name": "AI Readiness",
"value": 29,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.37,
"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": "37 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 19.7,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 37,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 22,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": 0,
"status": "missed",
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"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": 99147,
"source_files_sampled": 101,
"oversized_source_files": 2
},
"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": "2/101 source files over 60KB",
"points": 53.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 101,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"samples"
],
"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": "samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "samples"
}
}
],
"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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"deps.dev does not index pypi:AWSIoTPythonSDK@1.6.1; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-24T18:41:52.552789Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/aws/aws-iot-device-sdk-python.svg",
"full_name": "aws/aws-iot-device-sdk-python",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.