Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.12.0 · метрики 1.13.0 · 2026-07-18 12:58 UTC

opensearch-project / opensearch-py

Python Client for OpenSearch

PythonApache-2.0★ 469 зірок⑂ 241 форкз лип. 2021 р.Переглянути на GitHub ↗

opensearch-project/opensearch-py має індекс здоров’я 75 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (85/100), найнижчий — AI Readiness (55/100). Останнє оновлення було 1 день тому. Більшість нещодавньої роботи виконує один учасник.

75
загалом / 100
Добрий

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

75
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.

Власність

OpenSearch ProjectОрганізація
3 822 підписники152 публічні репозиторіїз бер. 2021 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIpackageвказує на інший репозиторій — не оцінюється0.1.17 92015564 дні тому

Метрики за категоріями

Життєздатність

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

80Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 1 дн. тому
15.9/36Ритм комітів — 23/52 тижнів із комітами
15.7/18Обсяг комітів — 55 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 13 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year55
human_commit_share
days_since_last_push1
active_weeks_last_year23
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 21 релізів
36/36Свіжість релізів — останній реліз 81 дн. тому
19.8/27Ритм релізів — реліз кожні ~99,3 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count21
latest_release_tagv3.2.0
releases_from_tagsні
days_since_latest_release81
mean_days_between_releases99,3

Спільнота та впровадження

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

80Добрий · 18% загального індексу
Як обчислюється оцінка
43.3/60Зірки — 469 зірок
19.8/25Форки — 241 форків
6.5/15Спостерігачі — 16 спостерігачів
Використані вхідні дані
forks241
stars469
watchers16
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateтак

Сталість та врядування

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

66Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
10.7/22.5Розподіл комітів — головний контриб’ютор — автор 52% комітів
13.5/13.5Широта контриб’юторів — 100 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 32 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled100
top_contributor_share0,524
Як обчислюється оцінка
38.1/46.8Вирішення issue — закрито 81% issue
26.6/38.3Прийняття PR — злито 425/612 вирішених PR
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Використані вхідні дані
merged_prs425
open_issues83
closed_issues363
issue_closed_ratio0,814
closed_unmerged_prs187
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 3 822 підписників у opensearch-project
23.7/25Послужний список — 152 публічних репозиторіїв, вік облікового запису ~5 р.
Використані вхідні дані
followers3 822
owner_typeOrganization
is_verified
owner_loginopensearch-project
public_repos152
account_age_days1 960

Інженерна якість

Чи наявні базові інженерні практики та документація?

85Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 13 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .pylintrc
0/9.6Pre-commit-хуки
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configні

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://opensearch.org/docs/latest/clients/python/
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepagehttps://opensearch.org/docs/latest/clients/python/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

65Помірний · 16% загального індексу

Стан безпеки

65Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 32 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 13 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
4.5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6,5

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.

55Помірний · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
0/40Читабельна історія комітів — немає даних
Використані вхідні дані
has_llms_txtні
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile, docs/Makefile, noxfile.py
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .pylintrc
11/11Статична перевірка типів — opensearchpy/py.typed
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — немає даних
5/8Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Використані вхідні дані
has_nixні
has_testsтак
lockfilespoetry.lock
has_dockerfileтак
typed_languageні
bootstrap_filesMakefile, docs/Makefile, noxfile.py
has_devcontainerні
has_linter_configтак
typecheck_configsopensearchpy/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (opensearchpy/py.typed)
53.5/55Керовані розміри файлів — 8/302 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes142 258
source_files_sampled302
oversized_source_files8
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — samples
Використані вхідні дані
example_dirssamples
has_mcp_signalні
api_schema_files

Ключові факти

469зірок GitHub
100контриб'юторів
55комітів за останні 12 місяців
1днів від останнього пушу
21релізів
1бас-фактор
83відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Could not fetch pypi package 'opensearch-py-benchmarks' from its registry
  • pypi package 'package' points at a different repository (http://www.pypi.org/pypi/package/); excluded from ecosystem scoring

Докладніше

OpenSSF Scorecard 6.5 / 10
6.5сукупно

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).Scorecard v5.5.0 · 2026-07-18 12:57 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 32 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained13 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
0SASTSAST tool is not run on all commits -- score normalized to 0
9Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Прямі залежності 13
РеєстрПакетОбмеження версіїМаніфест
PyPIopensearch-pybenchmarks/pyproject.toml
PyPIrichbench*benchmarks/pyproject.toml
PyPIurllib3>=2.7.0,<3benchmarks/pyproject.toml
PyPIrequests>=2.33.0,<3benchmarks/pyproject.toml
PyPIpygments>=2.20.0benchmarks/pyproject.toml
PyPIidna>=3.18benchmarks/pyproject.toml
PyPIaiohttp>=3.14.1,<4benchmarks/pyproject.toml
PyPIopensearch-pysamples/pyproject.toml
PyPIboto3^1.28samples/pyproject.toml
PyPIrequests>=2.33.0,<3samples/pyproject.toml
PyPIurllib3>=2.7.0,<3samples/pyproject.toml
PyPIidna>=3.18samples/pyproject.toml
PyPIaiohttp>=3.14.1,<4samples/pyproject.toml
Усі залежності 79

Повний розв'язаний набір залежностей із графа залежностей GitHub: 14 прямих і 65 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIaiohttpпряма
PyPIaiohttp3.14.1пряма
PyPIaiohttp3.7.4.post0пряма
PyPIboto31.34.160пряма
PyPIidna3.18пряма
PyPIidna3.2пряма
PyPIpygments2.20.0пряма
PyPIrequestsпряма
PyPIrequests2.33.1пряма
PyPIrequests2.34.2пряма
PyPIrichbench1.0.3пряма
PyPIurllib3пряма
PyPIurllib31.26.5пряма
PyPIurllib32.7.0пряма
PyPIaiohappyeyeballs2.6.1непряма
PyPIaiohappyeyeballs2.7.1непряма
PyPIaiosignal1.4.0непряма
PyPIasgiref3.3.4непряма
PyPIasync-timeout3.0.1непряма
PyPIasync-timeout4.0.3непряма
PyPIattrs21.2.0непряма
PyPIattrs24.2.0непряма
PyPIblackнепряма
PyPIbotocoreнепряма
PyPIbotocore1.34.160непряма
PyPIcertifiнепряма
PyPIcertifi2021.5.30непряма
PyPIcertifi2024.7.4непряма
PyPIchardet4.0.0непряма
PyPIcharset-normalizer3.3.2непряма
PyPIclick8.0.1непряма
PyPIcoverageнепряма
PyPIdeepmergeнепряма
PyPIelastic-apm6.2.1непряма
PyPIelasticsearchнепряма
PyPIelasticsearch7.13.1непряма
PyPIevents0.5непряма
PyPIfastapi0.65.1непряма
PyPIfrozenlist1.4.1непряма
PyPIh110.12.0непряма
PyPIisortнепряма
PyPIjinja2непряма
PyPIjmespath1.0.1непряма
PyPImarkdown-it-py3.0.0непряма
PyPImdurl0.1.2непряма
PyPImultidict5.1.0непряма
PyPImultidict6.0.5непряма
PyPInumpyнепряма
PyPIopensearch-protobufs1.4.0непряма
PyPIpandasнепряма
PyPIpropcache0.4.1непряма
PyPIpropcache0.5.2непряма
PyPIpydantic1.8.2непряма
PyPIpyinstrument4.7.2непряма
PyPIpytestнепряма
PyPIpytest-asyncioнепряма
PyPIpytest-covнепряма
PyPIpytest-mockнепряма
PyPIpython-dateutilнепряма
PyPIpython-dateutil2.9.0.post0непряма
PyPIpytzнепряма
PyPIpyyamlнепряма
PyPIrich13.7.1непряма
PyPIs3transfer0.10.2непряма
PyPIsetuptools71.1.0непряма
PyPIsix1.16.0непряма
PyPIsphinxнепряма
PyPIsphinx-rtd-themeнепряма
PyPIstarlette0.14.2непряма
PyPItqdmнепряма
PyPItwineнепряма
PyPItyping-extensions3.10.0.0непряма
PyPItyping-extensions4.12.2непряма
PyPItyping-extensions4.16.0непряма
PyPIunasyncнепряма
PyPIuvicorn0.14.0непряма
PyPIyarl1.23.0непряма
PyPIyarl1.24.2непряма
PyPIyarl1.6.3непряма
Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 15791,
      "has_wiki": true,
      "homepage": "https://opensearch.org/docs/latest/clients/python/",
      "languages": {
        "Shell": 17343,
        "Python": 3303352,
        "Makefile": 589,
        "Dockerfile": 616
      },
      "pushed_at": "2026-07-16T19:48:37Z",
      "created_at": "2021-07-23T17:56:15Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-16T19:48:48Z",
      "description": "Python Client for OpenSearch",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://opensearch.org/",
      "name": "OpenSearch Project",
      "type": "Organization",
      "login": "opensearch-project",
      "company": null,
      "followers": 3822,
      "avatar_url": "https://avatars.githubusercontent.com/u/80134844?v=4",
      "created_at": "2021-03-06T00:03:44Z",
      "is_verified": null,
      "public_repos": 152,
      "account_age_days": 1960
    },
    "activity": {
      "releases_count": 21,
      "commits_last_year": 55,
      "latest_release_at": "2026-04-27T18:17:58Z",
      "latest_release_tag": "v3.2.0",
      "releases_from_tags": false,
      "days_since_last_push": 1,
      "active_weeks_last_year": 23,
      "days_since_latest_release": 81,
      "mean_days_between_releases": 99.3
    },
    "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": "package",
          "exists": true,
          "license": "UNKNOWN",
          "keywords": [
            "Development Status :: 4 - Beta",
            "Environment :: Console",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Programming Language :: Python",
            "Topic :: Software Development",
            "Topic :: System :: Software Distribution",
            "Topic :: Utilities"
          ],
          "ecosystem": "pypi",
          "matches_repo": false,
          "registry_url": "https://pypi.org/project/package/",
          "is_deprecated": false,
          "latest_version": "0.1.1",
          "repository_url": "http://www.pypi.org/pypi/package/",
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                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "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": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 55,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 91,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile",
                "noxfile.py"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "opensearchpy/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile, noxfile.py",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/Makefile, noxfile.py"
                    }
                  }
                ],
                "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": ".pylintrc",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "opensearchpy/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "opensearchpy/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 142258,
              "source_files_sampled": 302,
              "oversized_source_files": 8
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (opensearchpy/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "opensearchpy/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "8/302 source files over 60KB",
                "points": 53.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 302,
                      "oversized": 8
                    }
                  }
                ],
                "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": [
    "Could not fetch pypi package 'opensearch-py-benchmarks' from its registry",
    "pypi package 'package' points at a different repository (http://www.pypi.org/pypi/package/); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-18T12:58:26.429138Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/opensearch-project/opensearch-py.svg",
  "full_name": "opensearch-project/opensearch-py",
  "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 v0.12.0 — повна методологія · вікі метрик.

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