Публічний реєстрУ зоні ризику
Звіт про здоров'я програмного забезпеченнясхема 0.16.0 · метрики 1.13.0 · 2026-07-20 18:37 UTC
koxudaxi / datamodel-code-generator
Generate Pydantic v2 models, dataclasses, TypedDict, and msgspec.Struct from OpenAPI, JSON Schema, GraphQL, Avro, Protobuf, and raw JSON/YAML/CSV.
koxudaxi/datamodel-code-generator має індекс здоров’я 38 зі 100, що відповідає смузі «У зоні ризику». Найвищий показник — Vitality (98/100), найнижчий — Security (31/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
38
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.
38
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.
Політика юрисдикцій високого ризику застосовує множник 50% до зваженого загального індексу здоров’я і встановлює для нього межу «У зоні ризику» на рівні 49.
Власність
Koudai AonoОсобистий обліковий запис
566 підписників83 публічні репозиторіїз лют. 2011 р.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | datamodel-code-generator | 0.69.0 | - | 266 | 0 днів тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
98
Активність розробки
97Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 33.2/36 | Ритм комітів — 48/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 914 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 914 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 48 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 100 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~3,1 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 100 |
| latest_release_tag | 0.69.0 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 3,1 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
77
Популярність і впровадження
88Відмінний
Як обчислюється оцінка
| 58.4/60 | Зірки — 3 972 зірок |
| 22.1/25 | Форки — 450 форків |
| 7.6/15 | Спостерігачі — 24 спостерігачів |
Використані вхідні дані
| forks | 450 |
| stars | 3 972 |
| watchers | 24 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
65Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 0/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | ні |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
69
Стійкість мейнтейнерів (бас-фактор)
42У зоні ризику
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 9/22.5 | Розподіл комітів — головний контриб’ютор — автор 60% комітів |
| 13.5/13.5 | Широта контриб’юторів — 100 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 11 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 100 |
| top_contributor_share | 0,6 |
Реактивність на issue та PR
77Добрий
Як обчислюється оцінка
| 45.8/46.8 | Вирішення issue — закрито 98% issue |
| 30/38.3 | Прийняття PR — злито 2 113/2 697 вирішених PR |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 3/25 approved changesets -- score normalized to 1 |
Використані вхідні дані
| merged_prs | 2 113 |
| open_issues | 18 |
| closed_issues | 829 |
| issue_closed_ratio | 0,979 |
| closed_unmerged_prs | 584 |
Власність та опіка
68Помірний
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 19.8/25 | Охоплення власника — 566 підписників у koxudaxi |
| 25/25 | Послужний список — 83 публічних репозиторіїв, вік облікового запису ~15 р. |
Використані вхідні дані
| followers | 566 |
| owner_type | User |
| is_verified | — |
| owner_login | koxudaxi |
| public_repos | 83 |
| account_age_days | 5 627 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 0 дн. тому |
| 20/20 | Історія версій — 266 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | datamodel-code-generator |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 0 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
96
Інженерні практики
94Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 22 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — tox.ini |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://datamodel-code-generator.koxudaxi.dev/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 17 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | openapi, code-generator, python, pydantic, generator, fastapi, json-schema, datamodel, swagger, yaml, csv, openapi-codegen, swagger-codegen, dataclass, graphql, msgspec, typeddict |
| has_wiki | так |
| homepage | https://datamodel-code-generator.koxudaxi.dev/ |
| 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?
31
Стан безпеки
31У зоні ризику
Попередження про юрисдикційний ризик
Виявлено пов’язаність із юрисдикцією високого ризику
1 профілі ключових контриб’юторівRussiaБезпека й загальний рейтинг: межа «Під ризиком»
Сигнал ґрунтується на публічних локаціях, самостійно вказаних у профілях. Він не визначає національність, громадянство, наміри, санкційний статус чи надійність людини.
Як оцінюється юрисдикційна пов’язаністьЯк обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 3/25 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 11 contributing companies or organizations |
| 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 6 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 4/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 37 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6,2 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 31 |
| security_posture_before_jurisdiction | 62 |
Виключено з оцінювання (немає даних або не застосовно): signed_releases. Залишкові ваги перенормовано. Політика юрисдикцій високого ризику застосовує множник 50% і встановлює для стану безпеки межу «У зоні ризику» на рівні 49.
Сповіщення про залежності
33У зоні ризику
Як обчислюється оцінка
| 4.4/35 | Прямі залежності без відомих сповіщень — уражено 4: black 22.1.0 (critical 9.8), black 23.12.0 (critical 9.8), black 24.1.0 (critical 9.8), ще +1 |
| 0/25 | Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі |
| 20.2/40 | Немає задавнених сповіщень — 4 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 853 дн. тому |
Використані вхідні дані
| source | osv |
| advisories | 81 |
| affected_packages | 14 |
| assessed_packages | 135 |
| unassessed_packages | 0 |
| affected_by_severity | critical 6, high 3, moderate 5 |
| direct_affected_packages | 4 |
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 135 резолвлених залежностей із OSV. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
64
Контекст і настанови для агентів
25Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 15/15 | Машиночитана документація (llms.txt) — llms.txt наявний |
| 0/40 | Читабельна історія комітів — немає даних |
Використані вхідні дані
| has_llms_txt | так |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — tox.ini |
| 11/11 | Статична перевірка типів — src/datamodel_code_generator/py.typed |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 8/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | src/datamodel_code_generator/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.
Читабельність коду для моделей
82Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (src/datamodel_code_generator/py.typed) |
| 54.6/55 | Керовані розміри файлів — 17/2 460 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 561 311 |
| source_files_sampled | 2 460 |
| oversized_source_files | 17 |
Машиночитні інтерфейси
100Відмінний
Як обчислюється оцінка
| 40/40 | Схема API (OpenAPI/GraphQL/proto) — tests/data/asyncapi/proto_child.proto, tests/data/graphql/additional-imports.graphql, tests/data/graphql/annotated.graphql, tests/data/graphql/casing.graphql, tests/data/graphql/collection-options.graphql, tests/data/graphql/custom-scalar-types.graphql, tests/data/graphql/default_values_required.graphql, tests/data/graphql/different-types-of-fields.graphql, tests/data/graphql/empty_list_default.graphql, tests/data/graphql/enums.graphql, tests/data/graphql/field-aliases.graphql, tests/data/graphql/field-default-enum.graphql, tests/data/graphql/github-api.graphql, tests/data/graphql/interface_mro.graphql, tests/data/graphql/multiple-aliases.graphql, tests/data/graphql/no-typename.graphql, tests/data/graphql/simple-star-wars.graphql, tests/data/graphql/split/a.graphql, tests/data/graphql/split/b.graphql, tests/data/graphql/split/c.graphql, tests/data/graphql/type_alias.graphql, tests/data/graphql/union-aliased-bug.graphql, tests/data/graphql/union-commented.graphql, tests/data/graphql/union-description-cr.graphql, tests/data/graphql/union.graphql, tests/data/graphql/union_class_name_prefix.graphql, tests/data/graphql/use-standard-collections.graphql, tests/data/graphql/use-union-operator.graphql, tests/data/malformed/bad.graphql, tests/data/openapi/all_of_with_relative_ref/openapi.yaml, tests/data/openapi/discriminator_external_mapping/openapi.yaml, tests/data/openapi/external_ref_with_transitive_local_ref/openapi.yaml, tests/data/openapi/module_class_name_collision/openapi.json, tests/data/openapi/module_class_name_collision_deep/openapi.json, tests/data/openapi/paths_external_ref/openapi.yaml, tests/data/openapi/paths_ref_with_external_schema/openapi.yaml, tests/data/openapi/referenced_path_item_mutation_guard/openapi.yaml, tests/data/openapi/serialize_as_any_module_import_alias/openapi.json, tests/data/openapi/webhooks_ref_with_external_schema/openapi.yaml, tests/data/protobuf/common.proto, tests/data/protobuf/complex_proto3.proto, tests/data/protobuf/edition_2023.proto, tests/data/protobuf/proto2.proto, tests/data/protobuf/proto3_optional.proto, tests/data/protobuf/public_common.proto, tests/data/protobuf/public_import.proto, tests/data/protobuf/spec_proto2.proto, tests/data/protobuf/spec_proto3.proto, tests/data/protobuf/well_known_wrappers.proto, tests/data/protobuf_collision/left.proto, tests/data/protobuf_collision/right.proto, tests/skills/datamodel-code-generator/fixtures/asyncapi.yaml, tests/skills/datamodel-code-generator/fixtures/openapi.yaml, tests/skills/datamodel-code-generator/fixtures/sample.proto, tests/skills/datamodel-code-generator/fixtures/schema.graphql |
| 20/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — example |
Використані вхідні дані
| example_dirs | example |
| has_mcp_signal | так |
| api_schema_files | tests/data/asyncapi/proto_child.proto, tests/data/graphql/additional-imports.graphql, tests/data/graphql/annotated.graphql, tests/data/graphql/casing.graphql, tests/data/graphql/collection-options.graphql, tests/data/graphql/custom-scalar-types.graphql, tests/data/graphql/default_values_required.graphql, tests/data/graphql/different-types-of-fields.graphql, tests/data/graphql/empty_list_default.graphql, tests/data/graphql/enums.graphql, tests/data/graphql/field-aliases.graphql, tests/data/graphql/field-default-enum.graphql, tests/data/graphql/github-api.graphql, tests/data/graphql/interface_mro.graphql, tests/data/graphql/multiple-aliases.graphql, tests/data/graphql/no-typename.graphql, tests/data/graphql/simple-star-wars.graphql, tests/data/graphql/split/a.graphql, tests/data/graphql/split/b.graphql, tests/data/graphql/split/c.graphql, tests/data/graphql/type_alias.graphql, tests/data/graphql/union-aliased-bug.graphql, tests/data/graphql/union-commented.graphql, tests/data/graphql/union-description-cr.graphql, tests/data/graphql/union.graphql, tests/data/graphql/union_class_name_prefix.graphql, tests/data/graphql/use-standard-collections.graphql, tests/data/graphql/use-union-operator.graphql, tests/data/malformed/bad.graphql, tests/data/openapi/all_of_with_relative_ref/openapi.yaml, tests/data/openapi/discriminator_external_mapping/openapi.yaml, tests/data/openapi/external_ref_with_transitive_local_ref/openapi.yaml, tests/data/openapi/module_class_name_collision/openapi.json, tests/data/openapi/module_class_name_collision_deep/openapi.json, tests/data/openapi/paths_external_ref/openapi.yaml, tests/data/openapi/paths_ref_with_external_schema/openapi.yaml, tests/data/openapi/referenced_path_item_mutation_guard/openapi.yaml, tests/data/openapi/serialize_as_any_module_import_alias/openapi.json, tests/data/openapi/webhooks_ref_with_external_schema/openapi.yaml, tests/data/protobuf/common.proto, tests/data/protobuf/complex_proto3.proto, tests/data/protobuf/edition_2023.proto, tests/data/protobuf/proto2.proto, tests/data/protobuf/proto3_optional.proto, tests/data/protobuf/public_common.proto, tests/data/protobuf/public_import.proto, tests/data/protobuf/spec_proto2.proto, tests/data/protobuf/spec_proto3.proto, tests/data/protobuf/well_known_wrappers.proto, tests/data/protobuf_collision/left.proto, tests/data/protobuf_collision/right.proto, tests/skills/datamodel-code-generator/fixtures/asyncapi.yaml, tests/skills/datamodel-code-generator/fixtures/openapi.yaml, tests/skills/datamodel-code-generator/fixtures/sample.proto, tests/skills/datamodel-code-generator/fixtures/schema.graphql |
Ключові факти
3 972зірок GitHub
100контриб'юторів
914комітів за останні 12 місяців
0днів від останнього пушу
100релізів
1бас-фактор
18відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- deps.dev does not index pypi:datamodel-code-generator@0.69.0; advisories assessed against the repository dependency graph instead
Докладніше
OpenSSF Scorecard 6.2 / 10
6.2сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 1 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 3/25 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 11 contributing companies or organizations |
| 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 6 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 8 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 8 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 37 existing vulnerabilities detected |
Прямі залежності 10
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | argcomplete | >=2.10.1,<4 | pyproject.toml |
| PyPI | black | >=19.10b0 | pyproject.toml |
| PyPI | genson | >=1.2.1,<2 | pyproject.toml |
| PyPI | inflect | >=4.1,<8 | pyproject.toml |
| PyPI | isort | >=4.3.21,<9 | pyproject.toml |
| PyPI | jinja2 | >=2.10.1,<4 | pyproject.toml |
| PyPI | pydantic | >=2,<3 | pyproject.toml |
| PyPI | pydantic | >=2.12,<3 | pyproject.toml |
| PyPI | pyyaml | >=6.0.1 | pyproject.toml |
| PyPI | tomli | >=2.2.1,<3 | pyproject.toml |
Усі залежності 135
Повний розв'язаний набір залежностей із графа залежностей GitHub: 15 прямих і 120 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | argcomplete | 3.6.3 | пряма |
| PyPI | black | 22.1.0 | пряма |
| PyPI | black | 23.12.0 | пряма |
| PyPI | black | 24.1.0 | пряма |
| PyPI | black | 26.1a1 | пряма |
| PyPI | genson | 1.3.0 | пряма |
| PyPI | inflect | 7.5.0 | пряма |
| PyPI | isort | 5.13.2 | пряма |
| PyPI | isort | 6.1.0 | пряма |
| PyPI | isort | 7.0.0 | пряма |
| PyPI | isort | 8.0.1 | пряма |
| PyPI | jinja2 | 3.1.6 | пряма |
| PyPI | pydantic | 2.12.5 | пряма |
| PyPI | pyyaml | 6.0.3 | пряма |
| PyPI | tomli | 2.4.1 | пряма |
| PyPI | aiohappyeyeballs | 2.6.1 | непряма |
| PyPI | aiohttp | 3.13.3 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | anyio | 4.12.0 | непряма |
| PyPI | asttokens | 3.0.1 | непряма |
| PyPI | async-timeout | 5.0.1 | непряма |
| PyPI | attrs | 25.4.0 | непряма |
| PyPI | backports-tarfile | 1.2.0 | непряма |
| PyPI | certifi | 2026.1.4 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | chardet | 5.2.0 | непряма |
| PyPI | charset-normalizer | 3.4.4 | непряма |
| PyPI | check-wheel-contents | 0.6.3 | непряма |
| PyPI | click | 8.3.1 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | covdefaults | 2.3.0 | непряма |
| PyPI | coverage | 7.13.1 | непряма |
| PyPI | cryptography | 46.0.5 | непряма |
| PyPI | deepmerge | 2.0 | непряма |
| PyPI | diff-cover | 10.1.0 | непряма |
| PyPI | dnspython | 2.8.0 | непряма |
| PyPI | docutils | 0.22.4 | непряма |
| PyPI | email-validator | 2.3.0 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | execnet | 2.1.2 | непряма |
| PyPI | executing | 2.2.1 | непряма |
| PyPI | frozenlist | 1.8.0 | непряма |
| PyPI | graphql-core | 3.2.7 | непряма |
| PyPI | grpcio | 1.80.0 | непряма |
| PyPI | grpcio-tools | 1.80.0 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | hypothesis | 6.152.9 | непряма |
| PyPI | hypothesis-jsonschema | 0.23.1 | непряма |
| PyPI | id | 1.5.0 | непряма |
| PyPI | idna | 3.11 | непряма |
| PyPI | importlib-metadata | 8.7.1 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | inline-snapshot | 0.34.2 | непряма |
| PyPI | jaraco-classes | 3.4.0 | непряма |
| PyPI | jaraco-context | 6.0.2 | непряма |
| PyPI | jaraco-functools | 4.4.0 | непряма |
| PyPI | jeepney | 0.9.0 | непряма |
| PyPI | jsonschema | 4.25.1 | непряма |
| PyPI | jsonschema-path | 0.3.4 | непряма |
| PyPI | jsonschema-specifications | 2025.9.1 | непряма |
| PyPI | keyring | 25.7.0 | непряма |
| PyPI | lazy-object-proxy | 1.12.0 | непряма |
| PyPI | markdown | 3.10 | непряма |
| PyPI | markdown-it-py | 4.0.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | more-itertools | 10.8.0 | непряма |
| PyPI | msgspec | 0.20.0 | непряма |
| PyPI | multidict | 6.7.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | nh3 | 0.3.2 | непряма |
| PyPI | openapi-schema-validator | 0.6.3 | непряма |
| PyPI | openapi-spec-validator | 0.7.2 | непряма |
| PyPI | packaging | 25.0 | непряма |
| PyPI | pathable | 0.4.4 | непряма |
| PyPI | pathspec | 0.12.1 | непряма |
| PyPI | platformdirs | 4.5.1 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | prance | 25.4.8.0 | непряма |
| PyPI | prek | 0.2.25 | непряма |
| PyPI | propcache | 0.4.1 | непряма |
| PyPI | protobuf | 6.33.6 | непряма |
| PyPI | py-cpuinfo | 9.0.0 | непряма |
| PyPI | pycparser | 2.23 | непряма |
| PyPI | pydantic-core | 2.41.5 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pymdown-extensions | 10.21.3 | непряма |
| PyPI | pysnooper | 1.2.3 | непряма |
| PyPI | pytest | 9.0.2 | непряма |
| PyPI | pytest-benchmark | 5.2.3 | непряма |
| PyPI | pytest-codspeed | 4.2.0 | непряма |
| PyPI | pytest-cov | 7.0.0 | непряма |
| PyPI | pytest-mock | 3.15.1 | непряма |
| PyPI | pytest-timeout | 2.4.0 | непряма |
| PyPI | pytest-xdist | 3.8.0 | непряма |
| PyPI | pytokens | 0.3.0 | непряма |
| PyPI | pywin32-ctypes | 0.2.3 | непряма |
| PyPI | readme-renderer | 44.0 | непряма |
| PyPI | referencing | 0.36.2 | непряма |
| PyPI | requests | 2.32.5 | непряма |
| PyPI | requests-toolbelt | 1.0.0 | непряма |
| PyPI | rfc3339-validator | 0.1.4 | непряма |
| PyPI | rfc3986 | 2.0.0 | непряма |
| PyPI | rich | 14.2.0 | непряма |
| PyPI | rpds-py | 0.30.0 | непряма |
| PyPI | ruamel-yaml | 0.19.1 | непряма |
| PyPI | ruff | 0.14.10 | непряма |
| PyPI | ryaml | 0.5.1 | непряма |
| PyPI | secretstorage | 3.5.0 | непряма |
| PyPI | setuptools | 82.0.1 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | sortedcontainers | 2.4.0 | непряма |
| PyPI | t-linter | 0.8.0 | непряма |
| PyPI | tdom | 0.1.16 | непряма |
| PyPI | time-machine | 3.2.0 | непряма |
| PyPI | twine | 6.2.0 | непряма |
| PyPI | ty | 0.0.9 | непряма |
| PyPI | typeguard | 4.4.4 | непряма |
| PyPI | types-jinja2 | 2.11.9 | непряма |
| PyPI | types-markupsafe | 1.1.10 | непряма |
| PyPI | types-pyyaml | 6.0.12.20250915 | непряма |
| PyPI | types-setuptools | 69.5.0.20240522 | непряма |
| PyPI | types-toml | 0.10.8.20240310 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | urllib3 | 2.6.3 | непряма |
| PyPI | uv | 0.9.21 | непряма |
| PyPI | watchfiles | 1.1.1 | непряма |
| PyPI | wheel-filename | 1.4.2 | непряма |
| PyPI | yarl | 1.22.0 | непряма |
| PyPI | zensical | 0.0.43 | непряма |
| PyPI | zipp | 3.23.0 | непряма |
Сповіщення про залежності 14
Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 135 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 14 мають відомі сповіщення, з них 4 прямі.
| Пакет | Версія | Зв'язок | Критичність | Сповіщень | Виправлено в |
|---|---|---|---|---|---|
| black | 22.1.0 | пряма | критична | 5 | 26.3.1 |
| black | 23.12.0 | пряма | критична | 5 | 26.3.1 |
| black | 24.1.0 | пряма | критична | 5 | 26.3.1 |
| black | 26.1a1 | пряма | критична | 3 | 26.3.1 |
| aiohttp | 3.13.3 | непряма | критична | 42 | 3.14.1 |
| cryptography | 46.0.5 | непряма | критична | 5 | 48.0.1 |
| click | 8.3.1 | непряма | висока | 1 | 8.3.3 |
| jaraco-context | 6.0.2 | непряма | висока | 2 | 6.1.0 |
| urllib3 | 2.6.3 | непряма | висока | 4 | 2.7.0 |
| idna | 3.11 | непряма | помірна | 2 | 3.15 |
| pytest | 9.0.2 | непряма | помірна | 2 | 9.0.3 |
| requests | 2.32.5 | непряма | помірна | 2 | 2.33.0 |
| setuptools | 82.0.1 | непряма | помірна | 1 | 83.0.0 |
| uv | 0.9.21 | непряма | помірна | 2 | 0.11.15 |
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": [
"openapi",
"code-generator",
"python",
"pydantic",
"generator",
"fastapi",
"json-schema",
"datamodel",
"swagger",
"yaml",
"csv",
"openapi-codegen",
"swagger-codegen",
"dataclass",
"graphql",
"msgspec",
"typeddict"
],
"is_fork": false,
"size_kb": 14710,
"has_wiki": true,
"homepage": "https://datamodel-code-generator.koxudaxi.dev/",
"languages": {
"HTML": 4976,
"Jinja": 31860,
"Shell": 3646,
"Python": 5937925,
"Dockerfile": 1210
},
"pushed_at": "2026-07-20T17:53:01Z",
"created_at": "2019-05-29T08:01:32Z",
"owner_type": "User",
"updated_at": "2026-07-19T19:19:15Z",
"description": "Generate Pydantic v2 models, dataclasses, TypedDict, and msgspec.Struct from OpenAPI, JSON Schema, GraphQL, Avro, Protobuf, and raw JSON/YAML/CSV.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://koxudaxi.dev/",
"name": "Koudai Aono",
"type": "User",
"login": "koxudaxi",
"company": null,
"location": "Tokyo, Japan",
"followers": 566,
"avatar_url": "https://avatars.githubusercontent.com/u/630670?v=4",
"created_at": "2011-02-21T20:40:46Z",
"is_verified": null,
"public_repos": 83,
"account_age_days": 5627
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 100,
"commits_last_year": 914,
"latest_release_at": "2026-07-19T19:28:26Z",
"latest_release_tag": "0.69.0",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 48,
"days_since_latest_release": 0,
"mean_days_between_releases": 3.1
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 85,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "datamodel-code-generator",
"exists": true,
"license": "MIT",
"keywords": [
"Development Status :: 4 - Beta",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Programming Language :: Python :: Implementation :: CPython"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/datamodel-code-generator/",
"is_deprecated": false,
"latest_version": "0.69.0",
"repository_url": "https://github.com/koxudaxi/datamodel-code-generator",
"versions_count": 266,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2019-07-23T12:29:30.354607Z",
"latest_published_at": "2026-07-19T19:30:41.998170Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 450,
"stars": 3972,
"watchers": 24,
"open_issues_and_prs": 26
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"example"
],
"has_llms_txt": true,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [
"tests/data/asyncapi/proto_child.proto",
"tests/data/graphql/additional-imports.graphql",
"tests/data/graphql/annotated.graphql",
"tests/data/graphql/casing.graphql",
"tests/data/graphql/collection-options.graphql",
"tests/data/graphql/custom-scalar-types.graphql",
"tests/data/graphql/default_values_required.graphql",
"tests/data/graphql/different-types-of-fields.graphql",
"tests/data/graphql/empty_list_default.graphql",
"tests/data/graphql/enums.graphql",
"tests/data/graphql/field-aliases.graphql",
"tests/data/graphql/field-default-enum.graphql",
"tests/data/graphql/github-api.graphql",
"tests/data/graphql/interface_mro.graphql",
"tests/data/graphql/multiple-aliases.graphql",
"tests/data/graphql/no-typename.graphql",
"tests/data/graphql/simple-star-wars.graphql",
"tests/data/graphql/split/a.graphql",
"tests/data/graphql/split/b.graphql",
"tests/data/graphql/split/c.graphql",
"tests/data/graphql/type_alias.graphql",
"tests/data/graphql/union-aliased-bug.graphql",
"tests/data/graphql/union-commented.graphql",
"tests/data/graphql/union-description-cr.graphql",
"tests/data/graphql/union.graphql",
"tests/data/graphql/union_class_name_prefix.graphql",
"tests/data/graphql/use-standard-collections.graphql",
"tests/data/graphql/use-union-operator.graphql",
"tests/data/malformed/bad.graphql",
"tests/data/openapi/all_of_with_relative_ref/openapi.yaml",
"tests/data/openapi/discriminator_external_mapping/openapi.yaml",
"tests/data/openapi/external_ref_with_transitive_local_ref/openapi.yaml",
"tests/data/openapi/module_class_name_collision/openapi.json",
"tests/data/openapi/module_class_name_collision_deep/openapi.json",
"tests/data/openapi/paths_external_ref/openapi.yaml",
"tests/data/openapi/paths_ref_with_external_schema/openapi.yaml",
"tests/data/openapi/referenced_path_item_mutation_guard/openapi.yaml",
"tests/data/openapi/serialize_as_any_module_import_alias/openapi.json",
"tests/data/openapi/webhooks_ref_with_external_schema/openapi.yaml",
"tests/data/protobuf/common.proto",
"tests/data/protobuf/complex_proto3.proto",
"tests/data/protobuf/edition_2023.proto",
"tests/data/protobuf/proto2.proto",
"tests/data/protobuf/proto3_optional.proto",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"merged_prs": 2113,
"open_issues": 18,
"closed_issues": 829,
"issue_closed_ratio": 0.979,
"closed_unmerged_prs": 584
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "98% of issues closed",
"points": 45.8,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 98
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "2113/2697 decided PRs merged",
"points": 30,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 2113,
"decided": 2697
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 3/25 approved changesets -- score normalized to 1",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 68,
"inputs": {
"followers": 566,
"owner_type": "User",
"is_verified": null,
"owner_login": "koxudaxi",
"public_repos": 83,
"account_age_days": 5627
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "566 followers of koxudaxi",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 566,
"login": "koxudaxi"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "83 public repos, account ~15 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 83
}
},
{
"code": "account_age_years",
"params": {
"years": 15
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"datamodel-code-generator"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "266 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 266
}
}
],
"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": "excellent",
"name": "Engineering Quality",
"value": 96,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "22 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 22
}
}
],
"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": "tox.ini",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tox.ini"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"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": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"openapi",
"code-generator",
"python",
"pydantic",
"generator",
"fastapi",
"json-schema",
"datamodel",
"swagger",
"yaml",
"csv",
"openapi-codegen",
"swagger-codegen",
"dataclass",
"graphql",
"msgspec",
"typeddict"
],
"has_wiki": true,
"homepage": "https://datamodel-code-generator.koxudaxi.dev/",
"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://datamodel-code-generator.koxudaxi.dev/",
"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": "17 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 17
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 31,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier to Security posture and gives it an At risk ceiling of 49.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "jurisdiction_posture_adjustment",
"params": {
"cap": 49,
"pct": 50
}
}
],
"value": 31,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 6.2,
"high_risk_jurisdiction_cap": 49,
"high_risk_jurisdiction_multiplier": 50,
"security_posture_after_multiplier": 31,
"security_posture_before_jurisdiction": 62
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"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 3/25 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 11 contributing companies or organizations",
"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 6 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 8",
"points": 4,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "37 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "at_risk",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 135 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 135
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 33,
"inputs": {
"source": "osv",
"advisories": 81,
"affected_packages": 14,
"assessed_packages": 135,
"unassessed_packages": 0,
"affected_by_severity": "critical 6, high 3, moderate 5",
"direct_affected_packages": 4
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "4 affected: black 22.1.0 (critical 9.8), black 23.12.0 (critical 9.8), black 24.1.0 (critical 9.8), +1 more",
"points": 4.4,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 4,
"packages": "black 22.1.0 (critical 9.8), black 23.12.0 (critical 9.8), black 24.1.0 (critical 9.8)"
}
},
{
"code": "advisories_affected_more",
"params": {
"count": 1
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "4 advisory-carrying package(s) unaddressed past 90 days; oldest published 853 days ago",
"points": 20.2,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 4,
"oldest": 853
}
}
],
"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": 135,
"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": "moderate",
"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": 50,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": true,
"exposures": [
{
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 7
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "Russia: top_contributor (1)",
"points": 50,
"status": "partial",
"details": [
{
"code": "jurisdiction_exposure",
"params": {
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 64,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 25,
"inputs": {
"has_llms_txt": true,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": "llms.txt present",
"points": 15,
"status": "met",
"details": [
{
"code": "llms_txt_present",
"params": {}
}
],
"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. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 74,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"src/datamodel_code_generator/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": "tox.ini",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tox.ini"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "src/datamodel_code_generator/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/datamodel_code_generator/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 8",
"points": 8,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
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"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": [
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],
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"generated_at": "2026-07-20T18:37:04.562233Z",
"schema_version": "0.16.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/koxudaxi/datamodel-code-generator.svg",
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"license_state": "standard",
"license_spdx": "MIT"
}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.