Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.12.0 · метрики 1.13.0 · 2026-07-17 18:05 UTC
databricks-industry-solutions / many-model-forecasting
Bootstrap your large scale forecasting solution on Databricks with Many Models Forecasting (MMF) Project.
databricks-industry-solutions/many-model-forecasting має індекс здоров’я 62 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (90/100), найнижчий — Security (45/100). Останнє оновлення було 5 днів тому. Більшість нещодавньої роботи виконує один учасник.
62
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.
62
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
Databricks Industry SolutionsОрганізація
797 підписників216 публічних репозиторіївз трав. 2022 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
90
Активність розробки
83Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 5 дн. тому |
| 18.7/36 | Ритм комітів — 27/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 302 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 302 |
| human_commit_share | — |
| days_since_last_push | 5 |
| active_weeks_last_year | 27 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 9 релізів |
| 36/36 | Свіжість релізів — останній реліз 6 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~18,6 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 9 |
| latest_release_tag | v0.1.7 |
| releases_from_tags | ні |
| days_since_latest_release | 6 |
| mean_days_between_releases | 18,6 |
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?
57
Популярність і впровадження
50Помірний
Як обчислюється оцінка
| 32.3/60 | Зірки — 99 зірок |
| 13.4/25 | Форки — 42 форків |
| 3.9/15 | Спостерігачі — 6 спостерігачів |
Використані вхідні дані
| forks | 42 |
| stars | 99 |
| watchers | 6 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
64Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 16.9/22.5 | Ліцензія — файл ліцензії наявний, не є визнаною ліцензією |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
58
Стійкість мейнтейнерів (бас-фактор)
32У зоні ризику
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 5.8/22.5 | Розподіл комітів — головний контриб’ютор — автор 74% комітів |
| 10.8/13.5 | Широта контриб’юторів — 8 контриб’юторів |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 8 |
| top_contributor_share | 0,744 |
Реактивність на issue та PR
75Добрий
Як обчислюється оцінка
| 37.4/46.8 | Вирішення issue — закрито 80% issue |
| 35.7/38.3 | Прийняття PR — злито 171/183 вирішених PR |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 1/7 approved changesets -- score normalized to 1 |
Використані вхідні дані
| merged_prs | 171 |
| open_issues | 2 |
| closed_issues | 8 |
| issue_closed_ratio | 0,8 |
| closed_unmerged_prs | 12 |
Власність та опіка
72Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 20.9/25 | Охоплення власника — 797 підписників у databricks-industry-solutions |
| 21.3/25 | Послужний список — 216 публічних репозиторіїв, вік облікового запису ~4 р. |
Використані вхідні дані
| followers | 797 |
| owner_type | Organization |
| is_verified | — |
| owner_login | databricks-industry-solutions |
| public_repos | 216 |
| account_age_days | 1 509 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
53
Інженерні практики
48У зоні ризику
Як обчислюється оцінка
| 24/24 | Процеси CI — 5 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 7 merged PRs checked by a CI test -- score normalized to 0 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
60Помірний
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 2 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | forecasting, xindustry |
| has_wiki | так |
| homepage | — |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
45
Стан безпеки
45У зоні ризику
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 7 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 1/7 approved changesets -- score normalized to 1 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 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 — 10 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,5 |
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
52
Контекст і настанови для агентів
75Добрий
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — CLAUDE.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 | CLAUDE.md |
| agent_instruction_max_bytes | 1 714 |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Цикл верифікації (збірка / тести / перевірка типів)
39У зоні ризику
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — devcontainer, Dockerfile, lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | так |
| has_linter_config | ні |
| typecheck_configs | — |
| 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
54Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 54.4/55 | Керовані розміри файлів — 1/99 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 63 634 |
| source_files_sampled | 99 |
| oversized_source_files | 1 |
Машиночитні інтерфейси
40У зоні ризику
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples, notebooks |
Використані вхідні дані
| example_dirs | examples, notebooks |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
99зірок GitHub
8контриб'юторів
302комітів за останні 12 місяців
5днів від останнього пушу
9релізів
1бас-фактор
2відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Could not fetch pypi package 'mmf_sa' from its registry
Докладніше
OpenSSF Scorecard 4.5 / 10
4.5сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 7 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 1/7 approved changesets -- score normalized to 1 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 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 | 10 existing vulnerabilities detected |
Прямі залежності 3
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | omegaconf | ==2.3.0 | pyproject.toml |
| PyPI | sktime | ==0.40.1 | pyproject.toml |
| PyPI | mlflow | >=3.1.4 | pyproject.toml |
Усі залежності 183
Повний розв'язаний набір залежностей із графа залежностей GitHub: 4 прямих і 179 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | mlflow | — | пряма |
| PyPI | mlflow | 3.13.0 | пряма |
| PyPI | omegaconf | 2.3.0 | пряма |
| PyPI | sktime | 0.40.1 | пряма |
| PyPI | aiohappyeyeballs | 2.6.2 | непряма |
| PyPI | aiohttp | 3.14.1 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | alembic | 1.18.3 | непряма |
| PyPI | annotated-doc | 0.0.4 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | anyio | 4.12.1 | непряма |
| PyPI | async-timeout | 5.0.1 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | azure-core | 1.38.0 | непряма |
| PyPI | azure-storage-blob | 12.28.0 | непряма |
| PyPI | azure-storage-file-datalake | 12.23.0 | непряма |
| PyPI | backports-asyncio-runner | 1.2.0 | непряма |
| PyPI | blinker | 1.9.0 | непряма |
| PyPI | boto3 | 1.42.41 | непряма |
| PyPI | botocore | 1.42.41 | непряма |
| PyPI | cachetools | 6.2.6 | непряма |
| PyPI | certifi | 2026.1.4 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | charset-normalizer | 3.4.4 | непряма |
| PyPI | chronos-forecasting | 2.2.2 | непряма |
| PyPI | click | 8.3.1 | непряма |
| PyPI | cloudpickle | 3.1.2 | непряма |
| PyPI | cmdstanpy | 1.2.5 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | contourpy | 1.3.2 | непряма |
| PyPI | contourpy | 1.3.3 | непряма |
| PyPI | cryptography | 48.0.1 | непряма |
| PyPI | cycler | 0.12.1 | непряма |
| PyPI | dash-bootstrap-components | — | непряма |
| PyPI | databricks-agents | 1.4.0 | непряма |
| PyPI | databricks-connect | 14.3.2 | непряма |
| PyPI | databricks-connect | 18.1.2 | непряма |
| PyPI | databricks-sdk | — | непряма |
| PyPI | databricks-sdk | 0.84.0 | непряма |
| PyPI | databricks-sql-connector | — | непряма |
| PyPI | dataclasses-json | 0.6.7 | непряма |
| PyPI | distro | 1.9.0 | непряма |
| PyPI | docker | 7.1.0 | непряма |
| PyPI | duckdb | 1.4.4 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | fastapi | 0.136.3 | непряма |
| PyPI | flask | 3.1.3 | непряма |
| PyPI | flask-cors | 6.0.2 | непряма |
| PyPI | fonttools | 4.61.1 | непряма |
| PyPI | frozenlist | 1.8.0 | непряма |
| PyPI | gepa | 0.1.0 | непряма |
| PyPI | gitdb | 4.0.12 | непряма |
| PyPI | gitpython | 3.1.50 | непряма |
| PyPI | google-api-core | 2.29.0 | непряма |
| PyPI | google-auth | 2.48.0 | непряма |
| PyPI | google-cloud-core | 2.5.0 | непряма |
| PyPI | google-cloud-storage | 3.9.0 | непряма |
| PyPI | google-crc32c | 1.8.0 | непряма |
| PyPI | google-resumable-media | 2.8.0 | непряма |
| PyPI | googleapis-common-protos | 1.72.0 | непряма |
| PyPI | graphene | 3.4.3 | непряма |
| PyPI | graphql-core | 3.2.7 | непряма |
| PyPI | graphql-relay | 3.2.0 | непряма |
| PyPI | greenlet | 3.3.1 | непряма |
| PyPI | grpcio | 1.80.0 | непряма |
| PyPI | grpcio-status | 1.80.0 | непряма |
| PyPI | gunicorn | 23.0.0 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | hierarchicalforecast | 1.5.1 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | huey | 2.6.0 | непряма |
| PyPI | idna | 3.15 | непряма |
| PyPI | importlib-metadata | 8.7.1 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | isodate | 0.7.2 | непряма |
| PyPI | itsdangerous | 2.2.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jiter | 0.13.0 | непряма |
| PyPI | jmespath | 1.1.0 | непряма |
| PyPI | joblib | 1.5.3 | непряма |
| PyPI | jsonpatch | 1.33 | непряма |
| PyPI | jsonpointer | 3.0.0 | непряма |
| PyPI | kiwisolver | 1.4.9 | непряма |
| PyPI | langchain-core | 1.3.3 | непряма |
| PyPI | langchain-openai | 1.1.14 | непряма |
| PyPI | langchain-protocol | 0.0.15 | непряма |
| PyPI | langsmith | 0.8.18 | непряма |
| PyPI | lightgbm | 4.6.0 | непряма |
| PyPI | mako | 1.3.12 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | marshmallow | 3.26.2 | непряма |
| PyPI | matplotlib | 3.10.8 | непряма |
| PyPI | mlflow-skinny | 3.13.0 | непряма |
| PyPI | mlflow-tracing | 3.13.0 | непряма |
| PyPI | mlforecast | 1.0.31 | непряма |
| PyPI | multidict | 6.7.1 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | neuralforecast | 3.1.4 | непряма |
| PyPI | numpy | 2.2.6 | непряма |
| PyPI | numpy | 2.4.2 | непряма |
| PyPI | openai | 2.32.0 | непряма |
| PyPI | opentelemetry-api | 1.39.1 | непряма |
| PyPI | opentelemetry-proto | 1.39.1 | непряма |
| PyPI | opentelemetry-sdk | 1.39.1 | непряма |
| PyPI | opentelemetry-semantic-conventions | 0.60b1 | непряма |
| PyPI | optuna | 3.6.1 | непряма |
| PyPI | orjson | 3.11.7 | непряма |
| PyPI | packaging | 25.0 | непряма |
| PyPI | pandas | — | непряма |
| PyPI | pandas | 2.2.3 | непряма |
| PyPI | pandas | 2.3.3 | непряма |
| PyPI | pillow | 12.2.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | polars | — | непряма |
| PyPI | prettytable | 3.17.0 | непряма |
| PyPI | propcache | 0.5.2 | непряма |
| PyPI | prophet | 1.1.6 | непряма |
| PyPI | proto-plus | 1.27.1 | непряма |
| PyPI | protobuf | 6.33.5 | непряма |
| PyPI | py4j | 0.10.9.7 | непряма |
| PyPI | py4j | 0.10.9.9 | непряма |
| PyPI | pyarrow | — | непряма |
| PyPI | pyarrow | 23.0.1 | непряма |
| PyPI | pyasn1 | 0.6.3 | непряма |
| PyPI | pyasn1-modules | 0.4.2 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic | 2.12.5 | непряма |
| PyPI | pydantic-core | 2.41.5 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pyparsing | 3.3.2 | непряма |
| PyPI | pyspark | 3.4.4 | непряма |
| PyPI | pytest | 9.0.3 | непряма |
| PyPI | pytest-asyncio | 1.3.0 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-dotenv | 1.2.2 | непряма |
| PyPI | pytz | 2025.2 | непряма |
| PyPI | pywin32 | 311 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | regex | 2026.1.15 | непряма |
| PyPI | requests | 2.33.0 | непряма |
| PyPI | requests-toolbelt | 1.0.0 | непряма |
| PyPI | rsa | 4.9.1 | непряма |
| PyPI | s3transfer | 0.16.0 | непряма |
| PyPI | scikit-learn | 1.7.2 | непряма |
| PyPI | scikit-learn | 1.8.0 | непряма |
| PyPI | scipy | — | непряма |
| PyPI | scipy | 1.15.3 | непряма |
| PyPI | scipy | 1.17.0 | непряма |
| PyPI | setuptools | 82.0.1 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | skill-test | 0.1.0 | непряма |
| PyPI | skops | 0.13.0 | непряма |
| PyPI | smmap | 5.0.2 | непряма |
| PyPI | sniffio | 1.3.1 | непряма |
| PyPI | sqlalchemy | 2.0.46 | непряма |
| PyPI | sqlglot | 29.0.1 | непряма |
| PyPI | sqlparse | 0.5.5 | непряма |
| PyPI | starlette | 1.3.1 | непряма |
| PyPI | statsforecast | 2.0.0 | непряма |
| PyPI | tenacity | 9.1.2 | непряма |
| PyPI | threadpoolctl | 3.6.0 | непряма |
| PyPI | tiktoken | 0.12.0 | непряма |
| PyPI | timesfm | — | непряма |
| PyPI | tomli | 2.4.0 | непряма |
| PyPI | tqdm | 4.67.3 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-inspect | 0.9.0 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | tzdata | 2025.3 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | utilsforecast | 0.2.15 | непряма |
| PyPI | uuid-utils | 0.14.0 | непряма |
| PyPI | uvicorn | 0.40.0 | непряма |
| PyPI | waitress | 3.0.2 | непряма |
| PyPI | wcwidth | 0.5.3 | непряма |
| PyPI | websockets | 16.0 | непряма |
| PyPI | werkzeug | 3.1.6 | непряма |
| PyPI | whenever | 0.7.3 | непряма |
| PyPI | xxhash | 3.6.0 | непряма |
| PyPI | yarl | 1.24.2 | непряма |
| PyPI | zipp | 3.23.0 | непряма |
| PyPI | zstandard | 0.25.0 | непряма |
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"forecasting",
"xindustry"
],
"is_fork": false,
"size_kb": 3414,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 810822,
"Dockerfile": 786,
"Jupyter Notebook": 104802
},
"pushed_at": "2026-07-12T10:22:27Z",
"created_at": "2022-10-17T15:09:53Z",
"owner_type": "Organization",
"updated_at": "2026-07-13T10:00:27Z",
"description": "Bootstrap your large scale forecasting solution on Databricks with Many Models Forecasting (MMF) Project.",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python",
"Jupyter Notebook"
]
},
"owner": {
"blog": "https://databricks.com/solutions/accelerators",
"name": "Databricks Industry Solutions",
"type": "Organization",
"login": "databricks-industry-solutions",
"company": null,
"followers": 797,
"avatar_url": "https://avatars.githubusercontent.com/u/106546034?v=4",
"created_at": "2022-05-30T15:44:04Z",
"is_verified": null,
"public_repos": 216,
"account_age_days": 1509
},
"activity": {
"releases_count": 9,
"commits_last_year": 302,
"latest_release_at": "2026-07-11T15:00:56Z",
"latest_release_tag": "v0.1.7",
"releases_from_tags": false,
"days_since_last_push": 5,
"active_weeks_last_year": 27,
"days_since_latest_release": 6,
"mean_days_between_releases": 18.6
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 62,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 42,
"stars": 99,
"watchers": 6,
"open_issues_and_prs": 4
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": true,
"typecheck_configs": [],
"largest_source_bytes": 63634,
"source_files_sampled": 99,
"oversized_source_files": 1,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 1714
},
"dependencies": {
"manifests": [
"apps/requirements.txt",
"pyproject.toml",
"requirements-foundation.txt",
"requirements-global.txt",
"requirements-local.txt",
"requirements.txt"
],
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "omegaconf",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==2.3.0"
},
{
"name": "sktime",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==0.40.1"
},
{
"name": "mlflow",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.1.4"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "mlflow",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mlflow",
"direct": true,
"version": "3.13.0",
"ecosystem": "pypi"
},
{
"name": "omegaconf",
"direct": true,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "sktime",
"direct": true,
"version": "0.40.1",
"ecosystem": "pypi"
},
{
"name": "aiohappyeyeballs",
"direct": false,
"version": "2.6.2",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": false,
"version": "3.14.1",
"ecosystem": "pypi"
},
{
"name": "aiosignal",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "alembic",
"direct": false,
"version": "1.18.3",
"ecosystem": "pypi"
},
{
"name": "annotated-doc",
"direct": false,
"version": "0.0.4",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.12.1",
"ecosystem": "pypi"
},
{
"name": "async-timeout",
"direct": false,
"version": "5.0.1",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "26.1.0",
"ecosystem": "pypi"
},
{
"name": "azure-core",
"direct": false,
"version": "1.38.0",
"ecosystem": "pypi"
},
{
"name": "azure-storage-blob",
"direct": false,
"version": "12.28.0",
"ecosystem": "pypi"
},
{
"name": "azure-storage-file-datalake",
"direct": false,
"version": "12.23.0",
"ecosystem": "pypi"
},
{
"name": "backports-asyncio-runner",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "blinker",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "boto3",
"direct": false,
"version": "1.42.41",
"ecosystem": "pypi"
},
{
"name": "botocore",
"direct": false,
"version": "1.42.41",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "6.2.6",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.1.4",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.4",
"ecosystem": "pypi"
},
{
"name": "chronos-forecasting",
"direct": false,
"version": "2.2.2",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.3.1",
"ecosystem": "pypi"
},
{
"name": "cloudpickle",
"direct": false,
"version": "3.1.2",
"ecosystem": "pypi"
},
{
"name": "cmdstanpy",
"direct": false,
"version": "1.2.5",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "contourpy",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "contourpy",
"direct": false,
"version": "1.3.3",
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "48.0.1",
"ecosystem": "pypi"
},
{
"name": "cycler",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "dash-bootstrap-components",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "databricks-agents",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "databricks-connect",
"direct": false,
"version": "14.3.2",
"ecosystem": "pypi"
},
{
"name": "databricks-connect",
"direct": false,
"version": "18.1.2",
"ecosystem": "pypi"
},
{
"name": "databricks-sdk",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "databricks-sdk",
"direct": false,
"version": "0.84.0",
"ecosystem": "pypi"
},
{
"name": "databricks-sql-connector",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "dataclasses-json",
"direct": false,
"version": "0.6.7",
"ecosystem": "pypi"
},
{
"name": "distro",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "docker",
"direct": false,
"version": "7.1.0",
"ecosystem": "pypi"
},
{
"name": "duckdb",
"direct": false,
"version": "1.4.4",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.136.3",
"ecosystem": "pypi"
},
{
"name": "flask",
"direct": false,
"version": "3.1.3",
"ecosystem": "pypi"
},
{
"name": "flask-cors",
"direct": false,
"version": "6.0.2",
"ecosystem": "pypi"
},
{
"name": "fonttools",
"direct": false,
"version": "4.61.1",
"ecosystem": "pypi"
},
{
"name": "frozenlist",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "gepa",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "gitdb",
"direct": false,
"version": "4.0.12",
"ecosystem": "pypi"
},
{
"name": "gitpython",
"direct": false,
"version": "3.1.50",
"ecosystem": "pypi"
},
{
"name": "google-api-core",
"direct": false,
"version": "2.29.0",
"ecosystem": "pypi"
},
{
"name": "google-auth",
"direct": false,
"version": "2.48.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-core",
"direct": false,
"version": "2.5.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-storage",
"direct": false,
"version": "3.9.0",
"ecosystem": "pypi"
},
{
"name": "google-crc32c",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "google-resumable-media",
"direct": false,
"version": "2.8.0",
"ecosystem": "pypi"
},
{
"name": "googleapis-common-protos",
"direct": false,
"version": "1.72.0",
"ecosystem": "pypi"
},
{
"name": "graphene",
"direct": false,
"version": "3.4.3",
"ecosystem": "pypi"
},
{
"name": "graphql-core",
"direct": false,
"version": "3.2.7",
"ecosystem": "pypi"
},
{
"name": "graphql-relay",
"direct": false,
"version": "3.2.0",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.3.1",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": false,
"version": "1.80.0",
"ecosystem": "pypi"
},
{
"name": "grpcio-status",
"direct": false,
"version": "1.80.0",
"ecosystem": "pypi"
},
{
"name": "gunicorn",
"direct": false,
"version": "23.0.0",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "hierarchicalforecast",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "huey",
"direct": false,
"version": "2.6.0",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.15",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.7.1",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "isodate",
"direct": false,
"version": "0.7.2",
"ecosystem": "pypi"
},
{
"name": "itsdangerous",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "jmespath",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "joblib",
"direct": false,
"version": "1.5.3",
"ecosystem": "pypi"
},
{
"name": "jsonpatch",
"direct": false,
"version": "1.33",
"ecosystem": "pypi"
},
{
"name": "jsonpointer",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "kiwisolver",
"direct": false,
"version": "1.4.9",
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": false,
"version": "1.3.3",
"ecosystem": "pypi"
},
{
"name": "langchain-openai",
"direct": false,
"version": "1.1.14",
"ecosystem": "pypi"
},
{
"name": "langchain-protocol",
"direct": false,
"version": "0.0.15",
"ecosystem": "pypi"
},
{
"name": "langsmith",
"direct": false,
"version": "0.8.18",
"ecosystem": "pypi"
},
{
"name": "lightgbm",
"direct": false,
"version": "4.6.0",
"ecosystem": "pypi"
},
{
"name": "mako",
"direct": false,
"version": "1.3.12",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "marshmallow",
"direct": false,
"version": "3.26.2",
"ecosystem": "pypi"
},
{
"name": "matplotlib",
"direct": false,
"version": "3.10.8",
"ecosystem": "pypi"
},
{
"name": "mlflow-skinny",
"direct": false,
"version": "3.13.0",
"ecosystem": "pypi"
},
{
"name": "mlflow-tracing",
"direct": false,
"version": "3.13.0",
"ecosystem": "pypi"
},
{
"name": "mlforecast",
"direct": false,
"version": "1.0.31",
"ecosystem": "pypi"
},
{
"name": "multidict",
"direct": false,
"version": "6.7.1",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "neuralforecast",
"direct": false,
"version": "3.1.4",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.2.6",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.4.2",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "2.32.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-proto",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-sdk",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-semantic-conventions",
"direct": false,
"version": "0.60b1",
"ecosystem": "pypi"
},
{
"name": "optuna",
"direct": false,
"version": "3.6.1",
"ecosystem": "pypi"
},
{
"name": "orjson",
"direct": false,
"version": "3.11.7",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": "2.2.3",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": "2.3.3",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": "12.2.0",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "polars",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "prettytable",
"direct": false,
"version": "3.17.0",
"ecosystem": "pypi"
},
{
"name": "propcache",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "prophet",
"direct": false,
"version": "1.1.6",
"ecosystem": "pypi"
},
{
"name": "proto-plus",
"direct": false,
"version": "1.27.1",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "6.33.5",
"ecosystem": "pypi"
},
{
"name": "py4j",
"direct": false,
"version": "0.10.9.7",
"ecosystem": "pypi"
},
{
"name": "py4j",
"direct": false,
"version": "0.10.9.9",
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": false,
"version": "23.0.1",
"ecosystem": "pypi"
},
{
"name": "pyasn1",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "pyasn1-modules",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "3.0",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.12.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.41.5",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.20.0",
"ecosystem": "pypi"
},
{
"name": "pyparsing",
"direct": false,
"version": "3.3.2",
"ecosystem": "pypi"
},
{
"name": "pyspark",
"direct": false,
"version": "3.4.4",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "9.0.3",
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": "1.3.0",
"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": "pytz",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "pywin32",
"direct": false,
"version": "311",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2026.1.15",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.33.0",
"ecosystem": "pypi"
},
{
"name": "requests-toolbelt",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "rsa",
"direct": false,
"version": "4.9.1",
"ecosystem": "pypi"
},
{
"name": "s3transfer",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "scikit-learn",
"direct": false,
"version": "1.7.2",
"ecosystem": "pypi"
},
{
"name": "scikit-learn",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": "1.15.3",
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "82.0.1",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "skill-test",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "skops",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "smmap",
"direct": false,
"version": "5.0.2",
"ecosystem": "pypi"
},
{
"name": "sniffio",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy",
"direct": false,
"version": "2.0.46",
"ecosystem": "pypi"
},
{
"name": "sqlglot",
"direct": false,
"version": "29.0.1",
"ecosystem": "pypi"
},
{
"name": "sqlparse",
"direct": false,
"version": "0.5.5",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "statsforecast",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": "9.1.2",
"ecosystem": "pypi"
},
{
"name": "threadpoolctl",
"direct": false,
"version": "3.6.0",
"ecosystem": "pypi"
},
{
"name": "tiktoken",
"direct": false,
"version": "0.12.0",
"ecosystem": "pypi"
},
{
"name": "timesfm",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.3",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspect",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2025.3",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "utilsforecast",
"direct": false,
"version": "0.2.15",
"ecosystem": "pypi"
},
{
"name": "uuid-utils",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.40.0",
"ecosystem": "pypi"
},
{
"name": "waitress",
"direct": false,
"version": "3.0.2",
"ecosystem": "pypi"
},
{
"name": "wcwidth",
"direct": false,
"version": "0.5.3",
"ecosystem": "pypi"
},
{
"name": "websockets",
"direct": false,
"version": "16.0",
"ecosystem": "pypi"
},
{
"name": "werkzeug",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "whenever",
"direct": false,
"version": "0.7.3",
"ecosystem": "pypi"
},
{
"name": "xxhash",
"direct": false,
"version": "3.6.0",
"ecosystem": "pypi"
},
{
"name": "yarl",
"direct": false,
"version": "1.24.2",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "3.23.0",
"ecosystem": "pypi"
},
{
"name": "zstandard",
"direct": false,
"version": "0.25.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 183,
"direct_count": 4,
"indirect_count": 179
}
},
"maintainership": {
"issues": {
"open_prs": 2,
"merged_prs": 171,
"open_issues": 2,
"closed_ratio": 0.8,
"closed_issues": 8,
"closed_unmerged_prs": 12
},
"bus_factor": 1,
"top_contributors": [
{
"type": "User",
"login": "ryuta-yoshimatsu",
"commits": 405,
"avatar_url": "https://avatars.githubusercontent.com/u/107132414?u=c5d03510dfc7990a360c9827d2e92c260a6c1998&v=4"
},
{
"type": "User",
"login": "lourdesmartinezma",
"commits": 56,
"avatar_url": "https://avatars.githubusercontent.com/u/26594446?v=4"
},
{
"type": "Bot",
"login": "dependabot[bot]",
"commits": 36,
"avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
},
{
"type": "User",
"login": "mshtelma",
"commits": 27,
"avatar_url": "https://avatars.githubusercontent.com/u/2151050?v=4"
},
{
"type": "User",
"login": "lbruand-db",
"commits": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/169044155?u=4f8706ccf2baa14d9b410440f3db6e35a62662d4&v=4"
},
{
"type": "User",
"login": "dbbnicole",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/86326159?u=4888aab3142ac2cf9b077b868c975f3c3e40e041&v=4"
},
{
"type": "User",
"login": "AnastasiaProkaieva",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/88480495?u=830e4a603fda6e0b07194dee53970e409f993875&v=4"
},
{
"type": "User",
"login": "antonyprasad-db",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/280810845?v=4"
}
],
"contributors_sampled": 8,
"top_contributor_share": 0.744
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"integration-test-aws-pr.yml",
"integration-test-aws-push.yml",
"integration-test-msa-pr.yml",
"integration-test-msa-push.yml",
"skills-ci.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"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": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 0,
"reason": "0 out of 7 merged PRs checked by a CI test -- score normalized to 0",
"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": 1,
"reason": "Found 1/7 approved changesets -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 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": 9,
"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 0 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": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 0,
"reason": "10 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "50b3531c08f748d35294add8ef520a5aaa7b9fac",
"ran_at": "2026-07-17T18:05:00Z",
"aggregate_score": 4.5,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/databricks-industry-solutions/many-model-forecasting",
"host": "github.com",
"name": "many-model-forecasting",
"owner": "databricks-industry-solutions"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"security": 45,
"vitality": 90,
"community": 57,
"governance": 58,
"engineering": 53
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 90,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 83,
"inputs": {
"commits_last_year": 302,
"human_commit_share": null,
"days_since_last_push": 5,
"active_weeks_last_year": 27
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 5 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 5
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "27/52 weeks with commits",
"points": 18.7,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 27
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "302 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 302
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 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": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 9,
"latest_release_tag": "v0.1.7",
"releases_from_tags": false,
"days_since_latest_release": 6,
"mean_days_between_releases": 18.6
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "9 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 9
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 6 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 6
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~18.6 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 18.6
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "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": "moderate",
"name": "Community & Adoption",
"value": 57,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"forks": 42,
"stars": 99,
"watchers": 6,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "99 stars",
"points": 32.3,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 99
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "42 forks",
"points": 13.4,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 42
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "6 watchers",
"points": 3.9,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 6
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 64,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "license file present, not a recognized license",
"points": 16.9,
"status": "partial",
"details": [
{
"code": "license_custom",
"params": {}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 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": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 58,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 32,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 8,
"top_contributor_share": 0.744
},
"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 74% of commits",
"points": 5.8,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 74
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "8 contributors",
"points": 10.8,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 8
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"merged_prs": 171,
"open_issues": 2,
"closed_issues": 8,
"issue_closed_ratio": 0.8,
"closed_unmerged_prs": 12
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "80% of issues closed",
"points": 37.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 80
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "171/183 decided PRs merged",
"points": 35.7,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 171,
"decided": 183
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/7 approved changesets -- score normalized to 1",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"followers": 797,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "databricks-industry-solutions",
"public_repos": 216,
"account_age_days": 1509
},
"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": "797 followers of databricks-industry-solutions",
"points": 20.9,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 797,
"login": "databricks-industry-solutions"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "216 public repos, account ~4 yr old",
"points": 21.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 216
}
},
{
"code": "account_age_years",
"params": {
"years": 4
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 53,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 48,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "5 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 5
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "0 out of 7 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
"forecasting",
"xindustry"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "2 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 2
}
}
],
"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": 45,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 45,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.5
},
"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 not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "0 out of 7 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"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 1/7 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "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": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 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 not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"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": "10 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 52,
"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": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 1714
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.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": "at_risk",
"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": 39,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": true,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "devcontainer, Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "devcontainer, 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": "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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 63634,
"source_files_sampled": 99,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/99 source files over 60KB",
"points": 54.4,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 99,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch pypi package 'mmf_sa' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-17T18:05:18.033980Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/databricks-industry-solutions/many-model-forecasting.svg",
"full_name": "databricks-industry-solutions/many-model-forecasting",
"license_state": "custom",
"license_spdx": null
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.12.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика.