Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.16.0 · метрики 1.13.0 · 2026-07-21 01:55 UTC
pinecone-io / python-sdk
Official Python SDK for the Pinecone vector database
pinecone-io/python-sdk має індекс здоров’я 72 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (83/100), найнижчий — Security (67/100). Останнє оновлення було 3 дні тому. Більшість нещодавньої роботи виконує один учасник.
72
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.
72
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
PineconeОрганізація
1 793 підписники113 публічних репозиторіївз серп. 2019 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 | pinecone | 9.1.0 | 7 868 895 | 94 | 47 днів тому | pineconevectordatabasecloudragai |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
83
Активність розробки
78Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 3 дн. тому |
| 14.5/36 | Ритм комітів — 21/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 1 557 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 1 557 |
| human_commit_share | — |
| days_since_last_push | 3 |
| active_weeks_last_year | 21 |
Дисципліна релізів
90Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 53 релізів |
| 36/36 | Свіжість релізів — останній реліз 46 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~39 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Використані вхідні дані
| releases_count | 53 |
| latest_release_tag | v9.1.0 |
| releases_from_tags | ні |
| days_since_latest_release | 46 |
| mean_days_between_releases | 39 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
72
Популярність і впровадження
68Помірний
Як обчислюється оцінка
| 43/60 | Зірки — 447 зірок |
| 17.7/25 | Форки — 133 форків |
| 7.7/15 | Спостерігачі — 25 спостерігачів |
Використані вхідні дані
| forks | 133 |
| stars | 447 |
| watchers | 25 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
57Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | так |
Впровадження в екосистемі (завантаження)
100Відмінний
Як обчислюється оцінка
| 80/80 | Щомісячні завантаження — 7 868 895 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | pinecone |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 7 868 895 |
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
67
Стійкість мейнтейнерів (бас-фактор)
39У зоні ризику
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 6.7/22.5 | Розподіл комітів — головний контриб’ютор — автор 70% комітів |
| 13.5/13.5 | Широта контриб’юторів — 41 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 41 |
| top_contributor_share | 0,702 |
Реактивність на issue та PR
64Помірний
Як обчислюється оцінка
| 34.9/46.8 | Вирішення issue — закрито 75% issue |
| 29.4/38.3 | Прийняття PR — злито 407/530 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 407 |
| open_issues | 33 |
| closed_issues | 97 |
| issue_closed_ratio | 0,746 |
| closed_unmerged_prs | 123 |
Власність та опіка
78Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 23.4/25 | Охоплення власника — 1 793 підписників у pinecone-io |
| 25/25 | Послужний список — 113 публічних репозиторіїв, вік облікового запису ~6 р. |
Використані вхідні дані
| followers | 1 793 |
| owner_type | Organization |
| is_verified | — |
| owner_login | pinecone-io |
| public_repos | 113 |
| account_age_days | 2 526 |
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 47 дн. тому |
| 20/20 | Історія версій — 94 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | pinecone |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 47 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
71
Інженерні практики
58Помірний
Як обчислюється оцінка
| 24/24 | Процеси CI — 6 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 10/20 | OpenSSF Scorecard: CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
90Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://pinecone-io.github.io/python-sdk/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 6 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | pinecone, python, rag, sdk, vector-database, vector-search |
| has_wiki | ні |
| homepage | https://pinecone-io.github.io/python-sdk/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
67
Стан безпеки
59Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 1.2/2.5 | CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 3/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
| 2.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 5 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0.8/7.5 | Vulnerabilities — 9 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5,9 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection. Залишкові ваги перенормовано.
Сповіщення про залежності
100Відмінний
Як обчислюється оцінка
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 25/25 | Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
Використані вхідні дані
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 11 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:pinecone@9.1.0 — тим, що тягне за собою встановлення опублікованого пакета, — 11 пакетів. Досяжність не аналізується.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
73
Контекст і настанови для агентів
75Добрий
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — AGENTS.md |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 13 204 |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — docs/Makefile |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — pinecone/py.typed |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 6/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | Cargo.lock, uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | docs/Makefile |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | pinecone/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами, Автоматизоване супроводження. Залишкові ваги перенормовано.
Читабельність коду для моделей
80Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (pinecone/py.typed) |
| 53.5/55 | Керовані розміри файлів — 15/546 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 159 605 |
| source_files_sampled | 546 |
| oversized_source_files | 15 |
Машиночитні інтерфейси
40У зоні ризику
Як обчислюється оцінка
| 40/40 | Схема API (OpenAPI/GraphQL/proto) — rust/proto/db_data_2025-10.proto, rust/proto/google/api/annotations.proto, rust/proto/google/api/field_behavior.proto |
| 0/20 | Сервер MCP |
| 0/40 | Придатні до запуску приклади |
Використані вхідні дані
| example_dirs | — |
| has_mcp_signal | ні |
| api_schema_files | rust/proto/db_data_2025-10.proto, rust/proto/google/api/annotations.proto, rust/proto/google/api/field_behavior.proto |
Ключові факти
447зірок GitHub
41контриб'юторів
1 557комітів за останні 12 місяців
3днів від останнього пушу
53релізів
1бас-фактор
33відкритих issue
crates.io, PyPIпакетних екосистем
Попередження щодо збору даних
- Could not fetch crates package 'pinecone-grpc' from its registry
Докладніше
OpenSSF Scorecard 5.9 / 10
5.9сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 5 | CI-Tests | 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/29 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 6 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 6 |
| 5 | SAST | SAST tool is not run on all commits -- score normalized to 5 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 1 | Vulnerabilities | 9 existing vulnerabilities detected |
Прямі залежності 13
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | httpx | >=0.27,<1.0 | pyproject.toml |
| PyPI | msgspec | — | pyproject.toml |
| PyPI | orjson | — | pyproject.toml |
| crates.io | pyo3 | 0.24 | rust/Cargo.toml |
| crates.io | tonic | 0.13 | rust/Cargo.toml |
| crates.io | prost | 0.13 | rust/Cargo.toml |
| crates.io | prost-types | 0.13 | rust/Cargo.toml |
| crates.io | tokio | 1 | rust/Cargo.toml |
| crates.io | uuid | 1 | rust/Cargo.toml |
| crates.io | rand | 0.9 | rust/Cargo.toml |
| crates.io | tracing | 0.1 | rust/Cargo.toml |
| crates.io | http | 1 | rust/Cargo.toml |
| crates.io | hyper-util | 0.1 | rust/Cargo.toml |
Усі залежності 277
Повний розв'язаний набір залежностей із графа залежностей GitHub: 24 прямих і 253 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| crates.io | http | — | пряма |
| crates.io | http | 1.4.0 | пряма |
| crates.io | hyper-util | — | пряма |
| crates.io | hyper-util | 0.1.20 | пряма |
| crates.io | prost | — | пряма |
| crates.io | prost | 0.13.5 | пряма |
| crates.io | prost-types | — | пряма |
| crates.io | prost-types | 0.13.5 | пряма |
| crates.io | pyo3 | — | пряма |
| crates.io | pyo3 | 0.24.1 | пряма |
| crates.io | rand | — | пряма |
| crates.io | rand | 0.9.3 | пряма |
| crates.io | tokio | — | пряма |
| crates.io | tokio | 1.51.0 | пряма |
| crates.io | tonic | — | пряма |
| crates.io | tonic | 0.13.1 | пряма |
| crates.io | tracing | — | пряма |
| crates.io | tracing | 0.1.44 | пряма |
| crates.io | uuid | — | пряма |
| crates.io | uuid | 1.23.0 | пряма |
| PyPI | httpx | — | пряма |
| PyPI | httpx | 0.28.1 | пряма |
| PyPI | msgspec | 0.20.0 | пряма |
| PyPI | orjson | 3.11.8 | пряма |
| crates.io | aho-corasick | 1.1.4 | непряма |
| crates.io | anyhow | 1.0.102 | непряма |
| crates.io | async-trait | 0.1.89 | непряма |
| crates.io | atomic-waker | 1.1.2 | непряма |
| crates.io | autocfg | 1.5.0 | непряма |
| crates.io | axum | 0.8.8 | непряма |
| crates.io | axum-core | 0.5.6 | непряма |
| crates.io | base64 | 0.22.1 | непряма |
| crates.io | bitflags | 2.11.0 | непряма |
| crates.io | bumpalo | 3.20.2 | непряма |
| crates.io | bytes | 1.11.1 | непряма |
| crates.io | cc | 1.2.59 | непряма |
| crates.io | cfg-if | 1.0.4 | непряма |
| crates.io | core-foundation | 0.10.1 | непряма |
| crates.io | core-foundation-sys | 0.8.7 | непряма |
| crates.io | either | 1.15.0 | непряма |
| crates.io | equivalent | 1.0.2 | непряма |
| crates.io | errno | 0.3.14 | непряма |
| crates.io | fastrand | 2.4.0 | непряма |
| crates.io | find-msvc-tools | 0.1.9 | непряма |
| crates.io | fixedbitset | 0.5.7 | непряма |
| crates.io | fnv | 1.0.7 | непряма |
| crates.io | foldhash | 0.1.5 | непряма |
| crates.io | futures-channel | 0.3.32 | непряма |
| crates.io | futures-core | 0.3.32 | непряма |
| crates.io | futures-sink | 0.3.32 | непряма |
| crates.io | futures-task | 0.3.32 | непряма |
| crates.io | futures-util | 0.3.32 | непряма |
| crates.io | getrandom | 0.2.17 | непряма |
| crates.io | getrandom | 0.3.4 | непряма |
| crates.io | getrandom | 0.4.2 | непряма |
| crates.io | h2 | 0.4.13 | непряма |
| crates.io | hashbrown | 0.15.5 | непряма |
| crates.io | hashbrown | 0.16.1 | непряма |
| crates.io | heck | 0.5.0 | непряма |
| crates.io | http-body | 1.0.1 | непряма |
| crates.io | http-body-util | 0.1.3 | непряма |
| crates.io | httparse | 1.10.1 | непряма |
| crates.io | httpdate | 1.0.3 | непряма |
| crates.io | hyper | 1.9.0 | непряма |
| crates.io | hyper-timeout | 0.5.2 | непряма |
| crates.io | id-arena | 2.3.0 | непряма |
| crates.io | indexmap | 2.13.1 | непряма |
| crates.io | indoc | 2.0.7 | непряма |
| crates.io | itertools | 0.14.0 | непряма |
| crates.io | itoa | 1.0.18 | непряма |
| crates.io | js-sys | 0.3.94 | непряма |
| crates.io | leb128fmt | 0.1.0 | непряма |
| crates.io | libc | 0.2.184 | непряма |
| crates.io | linux-raw-sys | 0.12.1 | непряма |
| crates.io | log | 0.4.29 | непряма |
| crates.io | matchit | 0.8.4 | непряма |
| crates.io | memchr | 2.8.0 | непряма |
| crates.io | memoffset | 0.9.1 | непряма |
| crates.io | mime | 0.3.17 | непряма |
| crates.io | mio | 1.2.0 | непряма |
| crates.io | multimap | 0.10.1 | непряма |
| crates.io | once_cell | 1.21.4 | непряма |
| crates.io | openssl-probe | 0.2.1 | непряма |
| crates.io | percent-encoding | 2.3.2 | непряма |
| crates.io | petgraph | 0.7.1 | непряма |
| crates.io | pin-project | 1.1.11 | непряма |
| crates.io | pin-project-internal | 1.1.11 | непряма |
| crates.io | pin-project-lite | 0.2.17 | непряма |
| crates.io | portable-atomic | 1.13.1 | непряма |
| crates.io | ppv-lite86 | 0.2.21 | непряма |
| crates.io | prettyplease | 0.2.37 | непряма |
| crates.io | proc-macro2 | 1.0.106 | непряма |
| crates.io | prost-build | — | непряма |
| crates.io | prost-build | 0.13.5 | непряма |
| crates.io | prost-derive | 0.13.5 | непряма |
| crates.io | pyo3-build-config | 0.24.1 | непряма |
| crates.io | pyo3-ffi | 0.24.1 | непряма |
| crates.io | pyo3-macros | 0.24.1 | непряма |
| crates.io | pyo3-macros-backend | 0.24.1 | непряма |
| crates.io | quote | 1.0.45 | непряма |
| crates.io | r-efi | 5.3.0 | непряма |
| crates.io | r-efi | 6.0.0 | непряма |
| crates.io | rand_chacha | 0.9.0 | непряма |
| crates.io | rand_core | 0.9.5 | непряма |
| crates.io | regex | 1.12.3 | непряма |
| crates.io | regex-automata | 0.4.14 | непряма |
| crates.io | regex-syntax | 0.8.10 | непряма |
| crates.io | ring | 0.17.14 | непряма |
| crates.io | rustix | 1.1.4 | непряма |
| crates.io | rustls | 0.23.37 | непряма |
| crates.io | rustls-native-certs | 0.8.3 | непряма |
| crates.io | rustls-pki-types | 1.14.0 | непряма |
| crates.io | rustls-webpki | 0.103.13 | непряма |
| crates.io | rustversion | 1.0.22 | непряма |
| crates.io | schannel | 0.1.29 | непряма |
| crates.io | security-framework | 3.7.0 | непряма |
| crates.io | security-framework-sys | 2.17.0 | непряма |
| crates.io | semver | 1.0.28 | непряма |
| crates.io | serde | 1.0.228 | непряма |
| crates.io | serde_core | 1.0.228 | непряма |
| crates.io | serde_derive | 1.0.228 | непряма |
| crates.io | serde_json | 1.0.149 | непряма |
| crates.io | shlex | 1.3.0 | непряма |
| crates.io | slab | 0.4.12 | непряма |
| crates.io | smallvec | 1.15.1 | непряма |
| crates.io | socket2 | 0.5.10 | непряма |
| crates.io | socket2 | 0.6.3 | непряма |
| crates.io | subtle | 2.6.1 | непряма |
| crates.io | syn | 2.0.117 | непряма |
| crates.io | sync_wrapper | 1.0.2 | непряма |
| crates.io | target-lexicon | 0.13.5 | непряма |
| crates.io | tempfile | 3.27.0 | непряма |
| crates.io | tokio-macros | 2.7.0 | непряма |
| crates.io | tokio-rustls | 0.26.4 | непряма |
| crates.io | tokio-stream | 0.1.18 | непряма |
| crates.io | tokio-util | 0.7.18 | непряма |
| crates.io | tonic-build | — | непряма |
| crates.io | tonic-build | 0.13.1 | непряма |
| crates.io | tower | 0.5.3 | непряма |
| crates.io | tower-layer | 0.3.3 | непряма |
| crates.io | tower-service | 0.3.3 | непряма |
| crates.io | tracing-attributes | 0.1.31 | непряма |
| crates.io | tracing-core | 0.1.36 | непряма |
| crates.io | try-lock | 0.2.5 | непряма |
| crates.io | unicode-ident | 1.0.24 | непряма |
| crates.io | unicode-xid | 0.2.6 | непряма |
| crates.io | unindent | 0.2.4 | непряма |
| crates.io | untrusted | 0.9.0 | непряма |
| crates.io | want | 0.3.1 | непряма |
| crates.io | wasi | 0.11.1+wasi-snapshot-preview1 | непряма |
| crates.io | wasip2 | 1.0.2+wasi-0.2.9 | непряма |
| crates.io | wasip3 | 0.4.0+wasi-0.3.0-rc-2026-01-06 | непряма |
| crates.io | wasm-bindgen | 0.2.117 | непряма |
| crates.io | wasm-bindgen-macro | 0.2.117 | непряма |
| crates.io | wasm-bindgen-macro-support | 0.2.117 | непряма |
| crates.io | wasm-bindgen-shared | 0.2.117 | непряма |
| crates.io | wasm-encoder | 0.244.0 | непряма |
| crates.io | wasm-metadata | 0.244.0 | непряма |
| crates.io | wasmparser | 0.244.0 | непряма |
| crates.io | windows-link | 0.2.1 | непряма |
| crates.io | windows-sys | 0.52.0 | непряма |
| crates.io | windows-sys | 0.61.2 | непряма |
| crates.io | windows-targets | 0.52.6 | непряма |
| crates.io | windows_aarch64_gnullvm | 0.52.6 | непряма |
| crates.io | windows_aarch64_msvc | 0.52.6 | непряма |
| crates.io | windows_i686_gnu | 0.52.6 | непряма |
| crates.io | windows_i686_gnullvm | 0.52.6 | непряма |
| crates.io | windows_i686_msvc | 0.52.6 | непряма |
| crates.io | windows_x86_64_gnu | 0.52.6 | непряма |
| crates.io | windows_x86_64_gnullvm | 0.52.6 | непряма |
| crates.io | windows_x86_64_msvc | 0.52.6 | непряма |
| crates.io | wit-bindgen | 0.51.0 | непряма |
| crates.io | wit-bindgen-core | 0.51.0 | непряма |
| crates.io | wit-bindgen-rust | 0.51.0 | непряма |
| crates.io | wit-bindgen-rust-macro | 0.51.0 | непряма |
| crates.io | wit-component | 0.244.0 | непряма |
| crates.io | wit-parser | 0.244.0 | непряма |
| crates.io | zerocopy | 0.8.48 | непряма |
| crates.io | zerocopy-derive | 0.8.48 | непряма |
| crates.io | zeroize | 1.8.2 | непряма |
| crates.io | zmij | 1.0.21 | непряма |
| PyPI | accessible-pygments | 0.0.5 | непряма |
| PyPI | alabaster | 1.0.0 | непряма |
| PyPI | anyio | 4.13.0 | непряма |
| PyPI | appnope | 0.1.4 | непряма |
| PyPI | asttokens | 3.0.1 | непряма |
| PyPI | babel | 2.18.0 | непряма |
| PyPI | backports-asyncio-runner | 1.2.0 | непряма |
| PyPI | beautifulsoup4 | 4.14.3 | непряма |
| PyPI | certifi | 2026.2.25 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | comm | 0.2.3 | непряма |
| PyPI | debugpy | 1.8.20 | непряма |
| PyPI | decorator | 5.2.1 | непряма |
| PyPI | docutils | 0.21.2 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | execnet | 2.1.2 | непряма |
| PyPI | executing | 2.2.1 | непряма |
| PyPI | furo | 2025.12.19 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | h2 | 4.3.0 | непряма |
| PyPI | hpack | 4.1.0 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | hyperframe | 6.1.0 | непряма |
| PyPI | hypothesis | 6.155.1 | непряма |
| PyPI | idna | 3.15 | непряма |
| PyPI | imagesize | 2.0.0 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | ipykernel | 7.2.0 | непряма |
| PyPI | ipython | 8.39.0 | непряма |
| PyPI | ipython-pygments-lexers | 1.1.1 | непряма |
| PyPI | jedi | 0.19.2 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jupyter-client | 8.8.0 | непряма |
| PyPI | jupyter-core | 5.9.1 | непряма |
| PyPI | librt | 0.8.1 | непряма |
| PyPI | markdown-it-py | 3.0.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | matplotlib-inline | 0.2.1 | непряма |
| PyPI | maturin | — | непряма |
| PyPI | mdit-py-plugins | 0.5.0 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mypy | 1.20.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | myst-parser | 4.0.1 | непряма |
| PyPI | nest-asyncio | 1.6.0 | непряма |
| PyPI | packaging | 26.0 | непряма |
| PyPI | parso | 0.8.6 | непряма |
| PyPI | pathspec | 1.0.4 | непряма |
| PyPI | pexpect | 4.9.0 | непряма |
| PyPI | pinecone | 9.0.1 | непряма |
| PyPI | platformdirs | 4.9.6 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | prompt-toolkit | 3.0.52 | непряма |
| PyPI | psutil | 7.2.2 | непряма |
| PyPI | ptyprocess | 0.7.0 | непряма |
| PyPI | pure-eval | 0.2.3 | непряма |
| PyPI | py-cpuinfo | 9.0.0 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pytest | 9.0.3 | непряма |
| PyPI | pytest-anyio | 0.0.0 | непряма |
| PyPI | pytest-asyncio | 1.3.0 | непряма |
| PyPI | pytest-benchmark | 5.2.3 | непряма |
| PyPI | pytest-timeout | 2.4.0 | непряма |
| PyPI | pytest-xdist | 3.8.0 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-dotenv | 1.2.2 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | pyzmq | 27.1.0 | непряма |
| PyPI | requests | 2.33.1 | непряма |
| PyPI | respx | 0.22.0 | непряма |
| PyPI | roman-numerals | 4.1.0 | непряма |
| PyPI | ruff | 0.15.9 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | snowballstemmer | 3.0.1 | непряма |
| PyPI | sortedcontainers | 2.4.0 | непряма |
| PyPI | soupsieve | 2.8.3 | непряма |
| PyPI | sphinx | 8.1.3 | непряма |
| PyPI | sphinx-basic-ng | 1.0.0b2 | непряма |
| PyPI | sphinx-copybutton | 0.5.2 | непряма |
| PyPI | sphinx-tabs | 3.5.0 | непряма |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | непряма |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | непряма |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | непряма |
| PyPI | stack-data | 0.6.3 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | tornado | 6.5.5 | непряма |
| PyPI | traitlets | 5.14.3 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | wcwidth | 0.6.0 | непряма |
Сповіщення про залежності 0
Встановлення pypi:pinecone@9.1.0 тягне 11 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.
Жодне відоме сповіщення не стосується оцінених залежностей.
Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"pinecone",
"python",
"rag",
"sdk",
"vector-database",
"vector-search"
],
"is_fork": false,
"size_kb": 16047,
"has_wiki": false,
"homepage": "https://pinecone-io.github.io/python-sdk/",
"languages": {
"Rust": 102487,
"Shell": 984,
"Python": 5148018
},
"pushed_at": "2026-07-17T14:30:30Z",
"created_at": "2021-09-16T00:07:17Z",
"owner_type": "Organization",
"updated_at": "2026-07-18T05:15:17Z",
"description": "Official Python SDK for the Pinecone vector database",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://www.pinecone.io",
"name": "Pinecone",
"type": "Organization",
"login": "pinecone-io",
"company": null,
"location": null,
"followers": 1793,
"avatar_url": "https://avatars.githubusercontent.com/u/54333248?v=4",
"created_at": "2019-08-20T20:25:51Z",
"is_verified": null,
"public_repos": 113,
"account_age_days": 2526
},
"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_count": 53,
"commits_last_year": 1557,
"latest_release_at": "2026-06-04T13:45:16Z",
"latest_release_tag": "v9.1.0",
"releases_from_tags": false,
"days_since_last_push": 3,
"active_weeks_last_year": 21,
"days_since_latest_release": 46,
"mean_days_between_releases": 39
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "pinecone",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"Pinecone",
"vector",
"database",
"cloud",
"RAG",
"AI",
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Database",
"Topic :: Software Development",
"Topic :: Software Development :: Libraries",
"Topic :: Software Development :: Libraries :: Application Frameworks",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/pinecone/",
"is_deprecated": false,
"latest_version": "9.1.0",
"repository_url": "https://github.com/pinecone-io/python-sdk",
"versions_count": 94,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 7868895,
"first_published_at": "2024-05-03T15:21:12.582237Z",
"latest_published_at": "2026-06-03T20:29:07.787596Z",
"latest_version_yanked": null,
"days_since_latest_publish": 47
}
]
},
"popularity": {
"forks": 133,
"stars": 447,
"watchers": 25,
"open_issues_and_prs": 62
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"docs/Makefile"
],
"api_schema_files": [
"rust/proto/db_data_2025-10.proto",
"rust/proto/google/api/annotations.proto",
"rust/proto/google/api/field_behavior.proto"
],
"has_devcontainer": false,
"typecheck_configs": [
"pinecone/py.typed"
],
"largest_source_bytes": 159605,
"source_files_sampled": 546,
"oversized_source_files": 15,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 13204
},
"dependencies": {
"manifests": [
"Cargo.toml",
"pyproject.toml",
"rust/Cargo.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 11,
"assessed_package": "pypi:pinecone@9.1.0",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"crates",
"pypi"
],
"dependencies": [
{
"name": "httpx",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.27,<1.0"
},
{
"name": "msgspec",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "orjson",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "pyo3",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.24"
},
{
"name": "tonic",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.13"
},
{
"name": "prost",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.13"
},
{
"name": "prost-types",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.13"
},
{
"name": "tokio",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "1"
},
{
"name": "uuid",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "1"
},
{
"name": "rand",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.9"
},
{
"name": "tracing",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.1"
},
{
"name": "http",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "1"
},
{
"name": "hyper-util",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.1"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "http",
"direct": true,
"version": null,
"ecosystem": "crates"
},
{
"name": "http",
"direct": true,
"version": "1.4.0",
"ecosystem": "crates"
},
{
"name": "hyper-util",
"direct": true,
"version": null,
"ecosystem": "crates"
},
{
"name": "hyper-util",
"direct": true,
"version": "0.1.20",
"ecosystem": "crates"
},
{
"name": "prost",
"direct": true,
"version": null,
"ecosystem": "crates"
},
{
"name": "prost",
"direct": true,
"version": "0.13.5",
"ecosystem": "crates"
},
{
"name": "prost-types",
"direct": true,
"version": null,
"ecosystem": "crates"
},
{
"name": "prost-types",
"direct": true,
"version": "0.13.5",
"ecosystem": "crates"
},
{
"name": "pyo3",
"direct": true,
"version": null,
"ecosystem": "crates"
},
{
"name": "pyo3",
"direct": true,
"version": "0.24.1",
"ecosystem": "crates"
},
{
"name": "rand",
"direct": true,
"version": null,
"ecosystem": "crates"
},
{
"name": "rand",
"direct": true,
"version": "0.9.3",
"ecosystem": "crates"
},
{
"name": "tokio",
"direct": true,
"version": null,
"ecosystem": "crates"
},
{
"name": "tokio",
"direct": true,
"version": "1.51.0",
"ecosystem": "crates"
},
{
"name": "tonic",
"direct": true,
"version": null,
"ecosystem": "crates"
},
{
"name": "tonic",
"direct": true,
"version": "0.13.1",
"ecosystem": "crates"
},
{
"name": "tracing",
"direct": true,
"version": null,
"ecosystem": "crates"
},
{
"name": "tracing",
"direct": true,
"version": "0.1.44",
"ecosystem": "crates"
},
{
"name": "uuid",
"direct": true,
"version": null,
"ecosystem": "crates"
},
{
"name": "uuid",
"direct": true,
"version": "1.23.0",
"ecosystem": "crates"
},
{
"name": "httpx",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": true,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "msgspec",
"direct": true,
"version": "0.20.0",
"ecosystem": "pypi"
},
{
"name": "orjson",
"direct": true,
"version": "3.11.8",
"ecosystem": "pypi"
},
{
"name": "aho-corasick",
"direct": false,
"version": "1.1.4",
"ecosystem": "crates"
},
{
"name": "anyhow",
"direct": false,
"version": "1.0.102",
"ecosystem": "crates"
},
{
"name": "async-trait",
"direct": false,
"version": "0.1.89",
"ecosystem": "crates"
},
{
"name": "atomic-waker",
"direct": false,
"version": "1.1.2",
"ecosystem": "crates"
},
{
"name": "autocfg",
"direct": false,
"version": "1.5.0",
"ecosystem": "crates"
},
{
"name": "axum",
"direct": false,
"version": "0.8.8",
"ecosystem": "crates"
},
{
"name": "axum-core",
"direct": false,
"version": "0.5.6",
"ecosystem": "crates"
},
{
"name": "base64",
"direct": false,
"version": "0.22.1",
"ecosystem": "crates"
},
{
"name": "bitflags",
"direct": false,
"version": "2.11.0",
"ecosystem": "crates"
},
{
"name": "bumpalo",
"direct": false,
"version": "3.20.2",
"ecosystem": "crates"
},
{
"name": "bytes",
"direct": false,
"version": "1.11.1",
"ecosystem": "crates"
},
{
"name": "cc",
"direct": false,
"version": "1.2.59",
"ecosystem": "crates"
},
{
"name": "cfg-if",
"direct": false,
"version": "1.0.4",
"ecosystem": "crates"
},
{
"name": "core-foundation",
"direct": false,
"version": "0.10.1",
"ecosystem": "crates"
},
{
"name": "core-foundation-sys",
"direct": false,
"version": "0.8.7",
"ecosystem": "crates"
},
{
"name": "either",
"direct": false,
"version": "1.15.0",
"ecosystem": "crates"
},
{
"name": "equivalent",
"direct": false,
"version": "1.0.2",
"ecosystem": "crates"
},
{
"name": "errno",
"direct": false,
"version": "0.3.14",
"ecosystem": "crates"
},
{
"name": "fastrand",
"direct": false,
"version": "2.4.0",
"ecosystem": "crates"
},
{
"name": "find-msvc-tools",
"direct": false,
"version": "0.1.9",
"ecosystem": "crates"
},
{
"name": "fixedbitset",
"direct": false,
"version": "0.5.7",
"ecosystem": "crates"
},
{
"name": "fnv",
"direct": false,
"version": "1.0.7",
"ecosystem": "crates"
},
{
"name": "foldhash",
"direct": false,
"version": "0.1.5",
"ecosystem": "crates"
},
{
"name": "futures-channel",
"direct": false,
"version": "0.3.32",
"ecosystem": "crates"
},
{
"name": "futures-core",
"direct": false,
"version": "0.3.32",
"ecosystem": "crates"
},
{
"name": "futures-sink",
"direct": false,
"version": "0.3.32",
"ecosystem": "crates"
},
{
"name": "futures-task",
"direct": false,
"version": "0.3.32",
"ecosystem": "crates"
},
{
"name": "futures-util",
"direct": false,
"version": "0.3.32",
"ecosystem": "crates"
},
{
"name": "getrandom",
"direct": false,
"version": "0.2.17",
"ecosystem": "crates"
},
{
"name": "getrandom",
"direct": false,
"version": "0.3.4",
"ecosystem": "crates"
},
{
"name": "getrandom",
"direct": false,
"version": "0.4.2",
"ecosystem": "crates"
},
{
"name": "h2",
"direct": false,
"version": "0.4.13",
"ecosystem": "crates"
},
{
"name": "hashbrown",
"direct": false,
"version": "0.15.5",
"ecosystem": "crates"
},
{
"name": "hashbrown",
"direct": false,
"version": "0.16.1",
"ecosystem": "crates"
},
{
"name": "heck",
"direct": false,
"version": "0.5.0",
"ecosystem": "crates"
},
{
"name": "http-body",
"direct": false,
"version": "1.0.1",
"ecosystem": "crates"
},
{
"name": "http-body-util",
"direct": false,
"version": "0.1.3",
"ecosystem": "crates"
},
{
"name": "httparse",
"direct": false,
"version": "1.10.1",
"ecosystem": "crates"
},
{
"name": "httpdate",
"direct": false,
"version": "1.0.3",
"ecosystem": "crates"
},
{
"name": "hyper",
"direct": false,
"version": "1.9.0",
"ecosystem": "crates"
},
{
"name": "hyper-timeout",
"direct": false,
"version": "0.5.2",
"ecosystem": "crates"
},
{
"name": "id-arena",
"direct": false,
"version": "2.3.0",
"ecosystem": "crates"
},
{
"name": "indexmap",
"direct": false,
"version": "2.13.1",
"ecosystem": "crates"
},
{
"name": "indoc",
"direct": false,
"version": "2.0.7",
"ecosystem": "crates"
},
{
"name": "itertools",
"direct": false,
"version": "0.14.0",
"ecosystem": "crates"
},
{
"name": "itoa",
"direct": false,
"version": "1.0.18",
"ecosystem": "crates"
},
{
"name": "js-sys",
"direct": false,
"version": "0.3.94",
"ecosystem": "crates"
},
{
"name": "leb128fmt",
"direct": false,
"version": "0.1.0",
"ecosystem": "crates"
},
{
"name": "libc",
"direct": false,
"version": "0.2.184",
"ecosystem": "crates"
},
{
"name": "linux-raw-sys",
"direct": false,
"version": "0.12.1",
"ecosystem": "crates"
},
{
"name": "log",
"direct": false,
"version": "0.4.29",
"ecosystem": "crates"
},
{
"name": "matchit",
"direct": false,
"version": "0.8.4",
"ecosystem": "crates"
},
{
"name": "memchr",
"direct": false,
"version": "2.8.0",
"ecosystem": "crates"
},
{
"name": "memoffset",
"direct": false,
"version": "0.9.1",
"ecosystem": "crates"
},
{
"name": "mime",
"direct": false,
"version": "0.3.17",
"ecosystem": "crates"
},
{
"name": "mio",
"direct": false,
"version": "1.2.0",
"ecosystem": "crates"
},
{
"name": "multimap",
"direct": false,
"version": "0.10.1",
"ecosystem": "crates"
},
{
"name": "once_cell",
"direct": false,
"version": "1.21.4",
"ecosystem": "crates"
},
{
"name": "openssl-probe",
"direct": false,
"version": "0.2.1",
"ecosystem": "crates"
},
{
"name": "percent-encoding",
"direct": false,
"version": "2.3.2",
"ecosystem": "crates"
},
{
"name": "petgraph",
"direct": false,
"version": "0.7.1",
"ecosystem": "crates"
},
{
"name": "pin-project",
"direct": false,
"version": "1.1.11",
"ecosystem": "crates"
},
{
"name": "pin-project-internal",
"direct": false,
"version": "1.1.11",
"ecosystem": "crates"
},
{
"name": "pin-project-lite",
"direct": false,
"version": "0.2.17",
"ecosystem": "crates"
},
{
"name": "portable-atomic",
"direct": false,
"version": "1.13.1",
"ecosystem": "crates"
},
{
"name": "ppv-lite86",
"direct": false,
"version": "0.2.21",
"ecosystem": "crates"
},
{
"name": "prettyplease",
"direct": false,
"version": "0.2.37",
"ecosystem": "crates"
},
{
"name": "proc-macro2",
"direct": false,
"version": "1.0.106",
"ecosystem": "crates"
},
{
"name": "prost-build",
"direct": false,
"version": null,
"ecosystem": "crates"
},
{
"name": "prost-build",
"direct": false,
"version": "0.13.5",
"ecosystem": "crates"
},
{
"name": "prost-derive",
"direct": false,
"version": "0.13.5",
"ecosystem": "crates"
},
{
"name": "pyo3-build-config",
"direct": false,
"version": "0.24.1",
"ecosystem": "crates"
},
{
"name": "pyo3-ffi",
"direct": false,
"version": "0.24.1",
"ecosystem": "crates"
},
{
"name": "pyo3-macros",
"direct": false,
"version": "0.24.1",
"ecosystem": "crates"
},
{
"name": "pyo3-macros-backend",
"direct": false,
"version": "0.24.1",
"ecosystem": "crates"
},
{
"name": "quote",
"direct": false,
"version": "1.0.45",
"ecosystem": "crates"
},
{
"name": "r-efi",
"direct": false,
"version": "5.3.0",
"ecosystem": "crates"
},
{
"name": "r-efi",
"direct": false,
"version": "6.0.0",
"ecosystem": "crates"
},
{
"name": "rand_chacha",
"direct": false,
"version": "0.9.0",
"ecosystem": "crates"
},
{
"name": "rand_core",
"direct": false,
"version": "0.9.5",
"ecosystem": "crates"
},
{
"name": "regex",
"direct": false,
"version": "1.12.3",
"ecosystem": "crates"
},
{
"name": "regex-automata",
"direct": false,
"version": "0.4.14",
"ecosystem": "crates"
},
{
"name": "regex-syntax",
"direct": false,
"version": "0.8.10",
"ecosystem": "crates"
},
{
"name": "ring",
"direct": false,
"version": "0.17.14",
"ecosystem": "crates"
},
{
"name": "rustix",
"direct": false,
"version": "1.1.4",
"ecosystem": "crates"
},
{
"name": "rustls",
"direct": false,
"version": "0.23.37",
"ecosystem": "crates"
},
{
"name": "rustls-native-certs",
"direct": false,
"version": "0.8.3",
"ecosystem": "crates"
},
{
"name": "rustls-pki-types",
"direct": false,
"version": "1.14.0",
"ecosystem": "crates"
},
{
"name": "rustls-webpki",
"direct": false,
"version": "0.103.13",
"ecosystem": "crates"
},
{
"name": "rustversion",
"direct": false,
"version": "1.0.22",
"ecosystem": "crates"
},
{
"name": "schannel",
"direct": false,
"version": "0.1.29",
"ecosystem": "crates"
},
{
"name": "security-framework",
"direct": false,
"version": "3.7.0",
"ecosystem": "crates"
},
{
"name": "security-framework-sys",
"direct": false,
"version": "2.17.0",
"ecosystem": "crates"
},
{
"name": "semver",
"direct": false,
"version": "1.0.28",
"ecosystem": "crates"
},
{
"name": "serde",
"direct": false,
"version": "1.0.228",
"ecosystem": "crates"
},
{
"name": "serde_core",
"direct": false,
"version": "1.0.228",
"ecosystem": "crates"
},
{
"name": "serde_derive",
"direct": false,
"version": "1.0.228",
"ecosystem": "crates"
},
{
"name": "serde_json",
"direct": false,
"version": "1.0.149",
"ecosystem": "crates"
},
{
"name": "shlex",
"direct": false,
"version": "1.3.0",
"ecosystem": "crates"
},
{
"name": "slab",
"direct": false,
"version": "0.4.12",
"ecosystem": "crates"
},
{
"name": "smallvec",
"direct": false,
"version": "1.15.1",
"ecosystem": "crates"
},
{
"name": "socket2",
"direct": false,
"version": "0.5.10",
"ecosystem": "crates"
},
{
"name": "socket2",
"direct": false,
"version": "0.6.3",
"ecosystem": "crates"
},
{
"name": "subtle",
"direct": false,
"version": "2.6.1",
"ecosystem": "crates"
},
{
"name": "syn",
"direct": false,
"version": "2.0.117",
"ecosystem": "crates"
},
{
"name": "sync_wrapper",
"direct": false,
"version": "1.0.2",
"ecosystem": "crates"
},
{
"name": "target-lexicon",
"direct": false,
"version": "0.13.5",
"ecosystem": "crates"
},
{
"name": "tempfile",
"direct": false,
"version": "3.27.0",
"ecosystem": "crates"
},
{
"name": "tokio-macros",
"direct": false,
"version": "2.7.0",
"ecosystem": "crates"
},
{
"name": "tokio-rustls",
"direct": false,
"version": "0.26.4",
"ecosystem": "crates"
},
{
"name": "tokio-stream",
"direct": false,
"version": "0.1.18",
"ecosystem": "crates"
},
{
"name": "tokio-util",
"direct": false,
"version": "0.7.18",
"ecosystem": "crates"
},
{
"name": "tonic-build",
"direct": false,
"version": null,
"ecosystem": "crates"
},
{
"name": "tonic-build",
"direct": false,
"version": "0.13.1",
"ecosystem": "crates"
},
{
"name": "tower",
"direct": false,
"version": "0.5.3",
"ecosystem": "crates"
},
{
"name": "tower-layer",
"direct": false,
"version": "0.3.3",
"ecosystem": "crates"
},
{
"name": "tower-service",
"direct": false,
"version": "0.3.3",
"ecosystem": "crates"
},
{
"name": "tracing-attributes",
"direct": false,
"version": "0.1.31",
"ecosystem": "crates"
},
{
"name": "tracing-core",
"direct": false,
"version": "0.1.36",
"ecosystem": "crates"
},
{
"name": "try-lock",
"direct": false,
"version": "0.2.5",
"ecosystem": "crates"
},
{
"name": "unicode-ident",
"direct": false,
"version": "1.0.24",
"ecosystem": "crates"
},
{
"name": "unicode-xid",
"direct": false,
"version": "0.2.6",
"ecosystem": "crates"
},
{
"name": "unindent",
"direct": false,
"version": "0.2.4",
"ecosystem": "crates"
},
{
"name": "untrusted",
"direct": false,
"version": "0.9.0",
"ecosystem": "crates"
},
{
"name": "want",
"direct": false,
"version": "0.3.1",
"ecosystem": "crates"
},
{
"name": "wasi",
"direct": false,
"version": "0.11.1+wasi-snapshot-preview1",
"ecosystem": "crates"
},
{
"name": "wasip2",
"direct": false,
"version": "1.0.2+wasi-0.2.9",
"ecosystem": "crates"
},
{
"name": "wasip3",
"direct": false,
"version": "0.4.0+wasi-0.3.0-rc-2026-01-06",
"ecosystem": "crates"
},
{
"name": "wasm-bindgen",
"direct": false,
"version": "0.2.117",
"ecosystem": "crates"
},
{
"name": "wasm-bindgen-macro",
"direct": false,
"version": "0.2.117",
"ecosystem": "crates"
},
{
"name": "wasm-bindgen-macro-support",
"direct": false,
"version": "0.2.117",
"ecosystem": "crates"
},
{
"name": "wasm-bindgen-shared",
"direct": false,
"version": "0.2.117",
"ecosystem": "crates"
},
{
"name": "wasm-encoder",
"direct": false,
"version": "0.244.0",
"ecosystem": "crates"
},
{
"name": "wasm-metadata",
"direct": false,
"version": "0.244.0",
"ecosystem": "crates"
},
{
"name": "wasmparser",
"direct": false,
"version": "0.244.0",
"ecosystem": "crates"
},
{
"name": "windows-link",
"direct": false,
"version": "0.2.1",
"ecosystem": "crates"
},
{
"name": "windows-sys",
"direct": false,
"version": "0.52.0",
"ecosystem": "crates"
},
{
"name": "windows-sys",
"direct": false,
"version": "0.61.2",
"ecosystem": "crates"
},
{
"name": "windows-targets",
"direct": false,
"version": "0.52.6",
"ecosystem": "crates"
},
{
"name": "windows_aarch64_gnullvm",
"direct": false,
"version": "0.52.6",
"ecosystem": "crates"
},
{
"name": "windows_aarch64_msvc",
"direct": false,
"version": "0.52.6",
"ecosystem": "crates"
},
{
"name": "windows_i686_gnu",
"direct": false,
"version": "0.52.6",
"ecosystem": "crates"
},
{
"name": "windows_i686_gnullvm",
"direct": false,
"version": "0.52.6",
"ecosystem": "crates"
},
{
"name": "windows_i686_msvc",
"direct": false,
"version": "0.52.6",
"ecosystem": "crates"
},
{
"name": "windows_x86_64_gnu",
"direct": false,
"version": "0.52.6",
"ecosystem": "crates"
},
{
"name": "windows_x86_64_gnullvm",
"direct": false,
"version": "0.52.6",
"ecosystem": "crates"
},
{
"name": "windows_x86_64_msvc",
"direct": false,
"version": "0.52.6",
"ecosystem": "crates"
},
{
"name": "wit-bindgen",
"direct": false,
"version": "0.51.0",
"ecosystem": "crates"
},
{
"name": "wit-bindgen-core",
"direct": false,
"version": "0.51.0",
"ecosystem": "crates"
},
{
"name": "wit-bindgen-rust",
"direct": false,
"version": "0.51.0",
"ecosystem": "crates"
},
{
"name": "wit-bindgen-rust-macro",
"direct": false,
"version": "0.51.0",
"ecosystem": "crates"
},
{
"name": "wit-component",
"direct": false,
"version": "0.244.0",
"ecosystem": "crates"
},
{
"name": "wit-parser",
"direct": false,
"version": "0.244.0",
"ecosystem": "crates"
},
{
"name": "zerocopy",
"direct": false,
"version": "0.8.48",
"ecosystem": "crates"
},
{
"name": "zerocopy-derive",
"direct": false,
"version": "0.8.48",
"ecosystem": "crates"
},
{
"name": "zeroize",
"direct": false,
"version": "1.8.2",
"ecosystem": "crates"
},
{
"name": "zmij",
"direct": false,
"version": "1.0.21",
"ecosystem": "crates"
},
{
"name": "accessible-pygments",
"direct": false,
"version": "0.0.5",
"ecosystem": "pypi"
},
{
"name": "alabaster",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.13.0",
"ecosystem": "pypi"
},
{
"name": "appnope",
"direct": false,
"version": "0.1.4",
"ecosystem": "pypi"
},
{
"name": "asttokens",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.18.0",
"ecosystem": "pypi"
},
{
"name": "backports-asyncio-runner",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": false,
"version": "4.14.3",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.2.25",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.7",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "comm",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "debugpy",
"direct": false,
"version": "1.8.20",
"ecosystem": "pypi"
},
{
"name": "decorator",
"direct": false,
"version": "5.2.1",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.21.2",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "execnet",
"direct": false,
"version": "2.1.2",
"ecosystem": "pypi"
},
{
"name": "executing",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "furo",
"direct": false,
"version": "2025.12.19",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "h2",
"direct": false,
"version": "4.3.0",
"ecosystem": "pypi"
},
{
"name": "hpack",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "hyperframe",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "hypothesis",
"direct": false,
"version": "6.155.1",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.15",
"ecosystem": "pypi"
},
{
"name": "imagesize",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "ipykernel",
"direct": false,
"version": "7.2.0",
"ecosystem": "pypi"
},
{
"name": "ipython",
"direct": false,
"version": "8.39.0",
"ecosystem": "pypi"
},
{
"name": "ipython-pygments-lexers",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "jedi",
"direct": false,
"version": "0.19.2",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "jupyter-client",
"direct": false,
"version": "8.8.0",
"ecosystem": "pypi"
},
{
"name": "jupyter-core",
"direct": false,
"version": "5.9.1",
"ecosystem": "pypi"
},
{
"name": "librt",
"direct": false,
"version": "0.8.1",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "matplotlib-inline",
"direct": false,
"version": "0.2.1",
"ecosystem": "pypi"
},
{
"name": "maturin",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mdit-py-plugins",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mypy",
"direct": false,
"version": "1.20.0",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "myst-parser",
"direct": false,
"version": "4.0.1",
"ecosystem": "pypi"
},
{
"name": "nest-asyncio",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "26.0",
"ecosystem": "pypi"
},
{
"name": "parso",
"direct": false,
"version": "0.8.6",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "1.0.4",
"ecosystem": "pypi"
},
{
"name": "pexpect",
"direct": false,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "pinecone",
"direct": false,
"version": "9.0.1",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.9.6",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "prompt-toolkit",
"direct": false,
"version": "3.0.52",
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": false,
"version": "7.2.2",
"ecosystem": "pypi"
},
{
"name": "ptyprocess",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "pure-eval",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "py-cpuinfo",
"direct": false,
"version": "9.0.0",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "3.0",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.20.0",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "9.0.3",
"ecosystem": "pypi"
},
{
"name": "pytest-anyio",
"direct": false,
"version": "0.0.0",
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "pytest-benchmark",
"direct": false,
"version": "5.2.3",
"ecosystem": "pypi"
},
{
"name": "pytest-timeout",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "pytest-xdist",
"direct": false,
"version": "3.8.0",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "pyzmq",
"direct": false,
"version": "27.1.0",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.33.1",
"ecosystem": "pypi"
},
{
"name": "respx",
"direct": false,
"version": "0.22.0",
"ecosystem": "pypi"
},
{
"name": "roman-numerals",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.15.9",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "snowballstemmer",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "sortedcontainers",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "soupsieve",
"direct": false,
"version": "2.8.3",
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "8.1.3",
"ecosystem": "pypi"
},
{
"name": "sphinx-basic-ng",
"direct": false,
"version": "1.0.0b2",
"ecosystem": "pypi"
},
{
"name": "sphinx-copybutton",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "sphinx-tabs",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-applehelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-devhelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-htmlhelp",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-jsmath",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-qthelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-serializinghtml",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "stack-data",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.4.1",
"ecosystem": "pypi"
},
{
"name": "tornado",
"direct": false,
"version": "6.5.5",
"ecosystem": "pypi"
},
{
"name": "traitlets",
"direct": false,
"version": "5.14.3",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "wcwidth",
"direct": false,
"version": "0.6.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 277,
"direct_count": 24,
"indirect_count": 253
}
},
"maintainership": {
"issues": {
"open_prs": 29,
"merged_prs": 407,
"open_issues": 33,
"closed_ratio": 0.746,
"closed_issues": 97,
"closed_unmerged_prs": 123
},
"bus_factor": 1,
"top_contributors": [
{
"type": "User",
"login": "jhamon",
"commits": 1781,
"avatar_url": "https://avatars.githubusercontent.com/u/1326365?v=4"
},
{
"type": "User",
"login": "rajat08",
"commits": 241,
"avatar_url": "https://avatars.githubusercontent.com/u/10922155?v=4"
},
{
"type": "User",
"login": "benjaminran",
"commits": 219,
"avatar_url": "https://avatars.githubusercontent.com/u/4780134?v=4"
},
{
"type": "User",
"login": "yarden-slon",
"commits": 49,
"avatar_url": "https://avatars.githubusercontent.com/u/98686373?v=4"
},
{
"type": "User",
"login": "mutayroei",
"commits": 45,
"avatar_url": "https://avatars.githubusercontent.com/u/67288983?v=4"
},
{
"type": "User",
"login": "igiloh-pinecone",
"commits": 39,
"avatar_url": "https://avatars.githubusercontent.com/u/118673156?v=4"
},
{
"type": "User",
"login": "acatav",
"commits": 37,
"avatar_url": "https://avatars.githubusercontent.com/u/39461369?v=4"
},
{
"type": "User",
"login": "austin-denoble",
"commits": 18,
"avatar_url": "https://avatars.githubusercontent.com/u/119623786?v=4"
},
{
"type": "Bot",
"login": "dependabot[bot]",
"commits": 14,
"avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
},
{
"type": "User",
"login": "byronnlandry",
"commits": 11,
"avatar_url": "https://avatars.githubusercontent.com/u/104170519?v=4"
}
],
"contributors_sampled": 41,
"top_contributor_share": 0.702
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"build-and-publish-docs.yaml",
"dev-publish.yml",
"on-push.yml",
"release-prod.yaml",
"release-rc.yaml",
"release-readiness.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"Cargo.lock",
"uv.lock"
],
"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": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 5,
"reason": "1 out of 2 merged PRs checked by a CI test -- score normalized to 5",
"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": 0,
"reason": "Found 1/29 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 3 contributing companies or organizations -- score normalized to 10",
"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": 10,
"reason": "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": 10,
"reason": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 6,
"reason": "dependency not pinned by hash detected -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 5,
"reason": "SAST tool is not run on all commits -- score normalized to 5",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": 0,
"reason": "Project has not signed or included provenance with any releases.",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 10,
"reason": "GitHub workflow tokens follow principle of least privilege",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 1,
"reason": "9 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "f156e4791cf76f6e46e49afb7cad5171a09ed143",
"ran_at": "2026-07-21T01:54:57Z",
"aggregate_score": 5.9,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/pinecone-io/python-sdk",
"host": "github.com",
"name": "python-sdk",
"owner": "pinecone-io"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"security": 67,
"vitality": 83,
"community": 72,
"governance": 67,
"engineering": 71
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 83,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"commits_last_year": 1557,
"human_commit_share": null,
"days_since_last_push": 3,
"active_weeks_last_year": 21
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 3 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 3
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "21/52 weeks with commits",
"points": 14.5,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 21
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "1557 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 1557
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"releases_count": 53,
"latest_release_tag": "v9.1.0",
"releases_from_tags": false,
"days_since_latest_release": 46,
"mean_days_between_releases": 39
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "53 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 53
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 46 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 46
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~39 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 39
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 72,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"forks": 133,
"stars": 447,
"watchers": 25,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "447 stars",
"points": 43,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 447
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "133 forks",
"points": 17.7,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 133
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "25 watchers",
"points": 7.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 25
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"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
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"packages": [
"pinecone"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 7868895
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "7,868,895 downloads/month across pypi",
"points": 80,
"status": "met",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 7868895,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 67,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 39,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 41,
"top_contributor_share": 0.702
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 70% of commits",
"points": 6.7,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 70
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "41 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 41
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 64,
"inputs": {
"merged_prs": 407,
"open_issues": 33,
"closed_issues": 97,
"issue_closed_ratio": 0.746,
"closed_unmerged_prs": 123
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "75% of issues closed",
"points": 34.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 75
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "407/530 decided PRs merged",
"points": 29.4,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 407,
"decided": 530
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/29 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"followers": 1793,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "pinecone-io",
"public_repos": 113,
"account_age_days": 2526
},
"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": "1,793 followers of pinecone-io",
"points": 23.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1793,
"login": "pinecone-io"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "113 public repos, account ~6 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 113
}
},
{
"code": "account_age_years",
"params": {
"years": 6
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"pinecone"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 47
},
"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 47 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 47
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "94 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 94
}
}
],
"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": "good",
"name": "Engineering Quality",
"value": 71,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 58,
"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": "6 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 6
}
}
],
"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": "1 out of 2 merged PRs checked by a CI test -- score normalized to 5",
"points": 10,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"pinecone",
"python",
"rag",
"sdk",
"vector-database",
"vector-search"
],
"has_wiki": false,
"homepage": "https://pinecone-io.github.io/python-sdk/",
"has_readme": true,
"has_docs_dir": true,
"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": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://pinecone-io.github.io/python-sdk/",
"points": 15,
"status": "met",
"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": "6 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 6
}
}
],
"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": 67,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 59,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.9
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "1 out of 2 merged PRs checked by a CI test -- score normalized to 5",
"points": 1.2,
"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": "Found 1/29 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 2.5,
"status": "met",
"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": "update tool detected",
"points": 7.5,
"status": "met",
"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": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 6",
"points": 3,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 5",
"points": 2.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"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": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "9 existing vulnerabilities detected",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pinecone@9.1.0 runtime dependency closure — what installing the published package pulls in — 11 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:pinecone@9.1.0",
"assessed": 11
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 11,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 11,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 73,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"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": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 13204
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md"
}
}
],
"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": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 82,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"Cargo.lock",
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"docs/Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"pinecone/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "pinecone/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "pinecone/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 6",
"points": 6,
"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": 159605,
"source_files_sampled": 546,
"oversized_source_files": 15
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (pinecone/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "pinecone/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "15/546 source files over 60KB",
"points": 53.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 546,
"oversized": 15
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [],
"has_mcp_signal": false,
"api_schema_files": [
"rust/proto/db_data_2025-10.proto",
"rust/proto/google/api/annotations.proto",
"rust/proto/google/api/field_behavior.proto"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "rust/proto/db_data_2025-10.proto, rust/proto/google/api/annotations.proto, rust/proto/google/api/field_behavior.proto",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "rust/proto/db_data_2025-10.proto, rust/proto/google/api/annotations.proto, rust/proto/google/api/field_behavior.proto"
}
}
],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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 crates package 'pinecone-grpc' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-21T01:55:18.583351Z",
"schema_version": "0.16.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pinecone-io/python-sdk.svg",
"full_name": "pinecone-io/python-sdk",
"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 v0.16.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.