Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.16.0 · метрики 1.13.0 · 2026-07-20 21:55 UTC
kubeflow / arena
A CLI for Kubeflow.
kubeflow/arena має індекс здоров’я 75 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (89/100), найнижчий — AI Readiness (56/100). Останнє оновлення було 3 дні тому. Більшість нещодавньої роботи виконують 4 учасники.
75
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.
75
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
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
KubeflowОрганізація
2 427 підписників49 публічних репозиторіївз жовт. 2017 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| Go | github.com/kubeflow/arena | v0.15.4 | - | 65 | 192 дні тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
72
Активність розробки
74Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 3 дн. тому |
| 12.5/36 | Ритм комітів — 18/52 тижнів із комітами |
| 15.5/18 | Обсяг комітів — 52 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 52 |
| human_commit_share | — |
| days_since_last_push | 3 |
| active_weeks_last_year | 18 |
Дисципліна релізів
70Добрий
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 58 релізів |
| 16.2/36 | Свіжість релізів — останній реліз 192 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~42,4 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Використані вхідні дані
| releases_count | 58 |
| latest_release_tag | v0.15.4 |
| releases_from_tags | ні |
| days_since_latest_release | 192 |
| mean_days_between_releases | 42,4 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
67
Популярність і впровадження
76Добрий
Як обчислюється оцінка
| 47.2/60 | Зірки — 815 зірок |
| 19.1/25 | Форки — 196 форків |
| 9.3/15 | Спостерігачі — 48 спостерігачів |
Використані вхідні дані
| forks | 196 |
| stars | 815 |
| watchers | 48 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
57Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | так |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
83
Стійкість мейнтейнерів (бас-фактор)
85Відмінний
Як обчислюється оцінка
| 43.2/54 | Бас-фактор — на 4 контриб’ютор(ів) припадає половина всіх комітів |
| 18.6/22.5 | Розподіл комітів — головний контриб’ютор — автор 17% комітів |
| 13.5/13.5 | Широта контриб’юторів — 63 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 4 |
| contributors_sampled | 63 |
| top_contributor_share | 0,173 |
Реактивність на issue та PR
78Добрий
Як обчислюється оцінка
| 42.8/46.8 | Вирішення issue — закрито 92% issue |
| 20.3/38.3 | Прийняття PR — злито 671/1 262 вирішених PR |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Використані вхідні дані
| merged_prs | 671 |
| open_issues | 15 |
| closed_issues | 163 |
| issue_closed_ratio | 0,916 |
| closed_unmerged_prs | 591 |
Власність та опіка
79Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 24.3/25 | Охоплення власника — 2 427 підписників у kubeflow |
| 24.4/25 | Послужний список — 49 публічних репозиторіїв, вік облікового запису ~8 р. |
Використані вхідні дані
| followers | 2 427 |
| owner_type | Organization |
| is_verified | — |
| owner_login | kubeflow |
| public_repos | 49 |
| account_age_days | 3 188 |
Супровід пакетів
91Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у go |
| 26/35 | Свіжість публікацій — остання публікація 192 дн. тому |
| 20/20 | Історія версій — 65 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | github.com/kubeflow/arena |
| ecosystems | go |
| any_deprecated | ні |
| min_days_since_publish | 192 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
89
Інженерні практики
82Добрий
Як обчислюється оцінка
| 24/24 | Процеси CI — 4 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — .golangci.yaml |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | ні |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://arena-docs.readthedocs.io |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 5 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | kubeflow, kubernetes, tensorflow, docker, deep-learning |
| has_wiki | так |
| homepage | https://arena-docs.readthedocs.io |
| 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?
60
Стан безпеки
54Помірний
Як обчислюється оцінка
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 13 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 — 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 2.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 5 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 47 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5,4 |
Сповіщення про залежності
83Добрий
Як обчислюється оцінка
| 24.7/35 | Прямі залежності без відомих сповіщень — уражено 2: helm.sh/helm/v3 v3.18.6 (moderate), golang.org/x/crypto v0.52.0 (unknown) |
| 0/25 | Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі |
| 37.2/40 | Немає задавнених сповіщень — 1 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 101 дн. тому |
Використані вхідні дані
| source | osv |
| advisories | 14 |
| affected_packages | 6 |
| assessed_packages | 171 |
| unassessed_packages | 3 |
| affected_by_severity | critical 1, high 1, moderate 1, unknown 3 |
| direct_affected_packages | 2 |
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 171 резолвлених залежностей із OSV. 3 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза межами звітованого переліку пакетів. 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.
56
Контекст і настанови для агентів
1Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 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 | — |
| agent_instruction_max_bytes | — |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — .golangci.yaml |
| 11/11 | Статична перевірка типів — Go (статично типізована) |
| 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 |
| 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 | go.sum |
| has_dockerfile | так |
| typed_language | так |
| bootstrap_files | Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | — |
| 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
100Відмінний
Як обчислюється оцінка
| 45/45 | Типізований код — Go (статично типізована) |
| 55/55 | Керовані розміри файлів — 0/689 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Go |
| largest_source_bytes | 31 663 |
| source_files_sampled | 689 |
| oversized_source_files | 0 |
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, samples |
Використані вхідні дані
| example_dirs | examples, samples |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
815зірок GitHub
63контриб'юторів
52комітів за останні 12 місяців
3днів від останнього пушу
58релізів
4бас-фактор
15відкритих issue
Go, PyPIпакетних екосистем
Докладніше
OpenSSF Scorecard 5.4 / 10
5.4сукупно
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).
| 9 | Binary-Artifacts | binaries present in source code |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 28 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 13 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 | 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 5 | SAST | SAST tool is not run on all commits -- score normalized to 5 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 47 existing vulnerabilities detected |
Прямі залежності 29
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| Go | github.com/go-resty/resty/v2 | v2.16.5 | go.mod |
| Go | github.com/golang/glog | v1.2.4 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/kserve/kserve | v0.13.1 | go.mod |
| Go | github.com/mitchellh/go-homedir | v1.1.0 | go.mod |
| Go | github.com/onsi/ginkgo/v2 | v2.25.2 | go.mod |
| Go | github.com/onsi/gomega | v1.38.2 | go.mod |
| Go | github.com/prometheus/client_golang | v1.23.2 | go.mod |
| Go | github.com/prometheus/common | v0.67.5 | go.mod |
| Go | github.com/ray-project/kuberay/ray-operator | v1.2.2 | go.mod |
| Go | github.com/sirupsen/logrus | v1.9.3 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/spf13/pflag | v1.0.10 | go.mod |
| Go | github.com/spf13/viper | v1.21.0 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | golang.org/x/crypto | v0.52.0 | go.mod |
| Go | google.golang.org/protobuf | v1.36.11 | go.mod |
| Go | gopkg.in/yaml.v2 | v2.4.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
| Go | helm.sh/helm/v3 | v3.18.6 | go.mod |
| Go | istio.io/api | v1.19.4 | go.mod |
| Go | k8s.io/api | v0.33.3 | go.mod |
| Go | k8s.io/apiextensions-apiserver | v0.33.3 | go.mod |
| Go | k8s.io/apimachinery | v0.33.3 | go.mod |
| Go | k8s.io/cli-runtime | v0.33.3 | go.mod |
| Go | k8s.io/client-go | v0.33.3 | go.mod |
| Go | k8s.io/kubectl | v0.33.3 | go.mod |
| Go | sigs.k8s.io/controller-runtime | v0.17.5 | go.mod |
| Go | sigs.k8s.io/lws | v0.3.0 | go.mod |
Усі залежності 174
Повний розв'язаний набір залежностей із графа залежностей GitHub: 23 прямих і 151 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| Go | github.com/go-resty/resty/v2 | v2.16.5 | пряма |
| Go | github.com/golang/glog | v1.2.4 | пряма |
| Go | github.com/google/uuid | v1.6.0 | пряма |
| Go | github.com/kserve/kserve | v0.13.1 | пряма |
| Go | github.com/mitchellh/go-homedir | v1.1.0 | пряма |
| Go | github.com/onsi/ginkgo/v2 | v2.25.2 | пряма |
| Go | github.com/onsi/gomega | v1.38.2 | пряма |
| Go | github.com/prometheus/client_golang | v1.23.2 | пряма |
| Go | github.com/prometheus/common | v0.67.5 | пряма |
| Go | github.com/ray-project/kuberay/ray-operator | v1.2.2 | пряма |
| Go | github.com/sirupsen/logrus | v1.9.3 | пряма |
| Go | github.com/spf13/cobra | v1.10.2 | пряма |
| Go | github.com/spf13/pflag | v1.0.10 | пряма |
| Go | github.com/spf13/viper | v1.21.0 | пряма |
| Go | github.com/stretchr/testify | v1.11.1 | пряма |
| Go | golang.org/x/crypto | v0.52.0 | пряма |
| Go | google.golang.org/protobuf | v1.36.11 | пряма |
| Go | gopkg.in/yaml.v2 | v2.4.0 | пряма |
| Go | gopkg.in/yaml.v3 | v3.0.1 | пряма |
| Go | helm.sh/helm/v3 | v3.18.6 | пряма |
| Go | istio.io/api | v1.19.4 | пряма |
| Go | sigs.k8s.io/controller-runtime | v0.17.5 | пряма |
| Go | sigs.k8s.io/lws | v0.3.0 | пряма |
| Go | cloud.google.com/go | v0.110.10 | непряма |
| Go | cloud.google.com/go/compute/metadata | v0.5.0 | непряма |
| Go | cloud.google.com/go/iam | v1.1.5 | непряма |
| Go | cloud.google.com/go/storage | v1.35.1 | непряма |
| Go | dario.cat/mergo | v1.0.1 | непряма |
| Go | github.com/asaskevich/govalidator | v0.0.0-20230301143203-a9d515a09cc2 | непряма |
| Go | github.com/aws/aws-sdk-go | v1.48.0 | непряма |
| Go | github.com/azure/go-ansiterm | v0.0.0-20250102033503-faa5f7b0171c | непряма |
| Go | github.com/beorn7/perks | v1.0.1 | непряма |
| Go | github.com/blang/semver/v4 | v4.0.0 | непряма |
| Go | github.com/blendle/zapdriver | v1.3.1 | непряма |
| Go | github.com/burntsushi/toml | v1.5.0 | непряма |
| Go | github.com/cespare/xxhash/v2 | v2.3.0 | непряма |
| Go | github.com/chai2010/gettext-go | v1.0.2 | непряма |
| Go | github.com/containerd/containerd | v1.7.33 | непряма |
| Go | github.com/containerd/errdefs | v0.3.0 | непряма |
| Go | github.com/containerd/log | v0.1.0 | непряма |
| Go | github.com/containerd/platforms | v0.2.1 | непряма |
| Go | github.com/cpuguy83/go-md2man/v2 | v2.0.6 | непряма |
| Go | github.com/cyphar/filepath-securejoin | v0.5.1 | непряма |
| Go | github.com/davecgh/go-spew | v1.1.2-0.20180830191138-d8f796af33cc | непряма |
| Go | github.com/emicklei/go-restful/v3 | v3.12.1 | непряма |
| Go | github.com/evanphx/json-patch | v5.9.11+incompatible | непряма |
| Go | github.com/evanphx/json-patch/v5 | v5.9.0 | непряма |
| Go | github.com/exponent-io/jsonpath | v0.0.0-20210407135951-1de76d718b3f | непряма |
| Go | github.com/fatih/camelcase | v1.0.0 | непряма |
| Go | github.com/fatih/color | v1.13.0 | непряма |
| Go | github.com/fsnotify/fsnotify | v1.9.0 | непряма |
| Go | github.com/go-errors/errors | v1.4.2 | непряма |
| Go | github.com/go-gorp/gorp/v3 | v3.1.0 | непряма |
| Go | github.com/go-logr/logr | v1.4.3 | непряма |
| Go | github.com/go-logr/zapr | v1.3.0 | непряма |
| Go | github.com/go-openapi/jsonpointer | v0.21.0 | непряма |
| Go | github.com/go-openapi/jsonreference | v0.21.0 | непряма |
| Go | github.com/go-openapi/swag | v0.23.0 | непряма |
| Go | github.com/go-task/slim-sprig/v3 | v3.0.0 | непряма |
| Go | github.com/go-viper/mapstructure/v2 | v2.4.0 | непряма |
| Go | github.com/gobwas/glob | v0.2.3 | непряма |
| Go | github.com/gogo/protobuf | v1.3.2 | непряма |
| Go | github.com/golang/groupcache | v0.0.0-20210331224755-41bb18bfe9da | непряма |
| Go | github.com/golang/protobuf | v1.5.4 | непряма |
| Go | github.com/google/btree | v1.1.3 | непряма |
| Go | github.com/google/gnostic-models | v0.6.9 | непряма |
| Go | github.com/google/go-cmp | v0.7.0 | непряма |
| Go | github.com/google/go-containerregistry | v0.16.1 | непряма |
| Go | github.com/google/gofuzz | v1.2.0 | непряма |
| Go | github.com/google/pprof | v0.0.0-20250403155104-27863c87afa6 | непряма |
| Go | github.com/google/s2a-go | v0.1.7 | непряма |
| Go | github.com/google/shlex | v0.0.0-20191202100458-e7afc7fbc510 | непряма |
| Go | github.com/googleapis/enterprise-certificate-proxy | v0.3.2 | непряма |
| Go | github.com/googleapis/gax-go/v2 | v2.12.0 | непряма |
| Go | github.com/googleapis/google-cloud-go-testing | v0.0.0-20210719221736-1c9a4c676720 | непряма |
| Go | github.com/gosuri/uitable | v0.0.4 | непряма |
| Go | github.com/gregjones/httpcache | v0.0.0-20190611155906-901d90724c79 | непряма |
| Go | github.com/hashicorp/errwrap | v1.1.0 | непряма |
| Go | github.com/hashicorp/go-multierror | v1.1.1 | непряма |
| Go | github.com/huandu/xstrings | v1.5.0 | непряма |
| Go | github.com/imdario/mergo | v0.3.16 | непряма |
| Go | github.com/inconshreveable/mousetrap | v1.1.0 | непряма |
| Go | github.com/jmespath/go-jmespath | v0.4.0 | непряма |
| Go | github.com/jmoiron/sqlx | v1.4.0 | непряма |
| Go | github.com/josharian/intern | v1.0.0 | непряма |
| Go | github.com/json-iterator/go | v1.1.12 | непряма |
| Go | github.com/klauspost/compress | v1.18.0 | непряма |
| Go | github.com/lann/builder | v0.0.0-20180802200727-47ae307949d0 | непряма |
| Go | github.com/lann/ps | v0.0.0-20150810152359-62de8c46ede0 | непряма |
| Go | github.com/lib/pq | v1.10.9 | непряма |
| Go | github.com/liggitt/tabwriter | v0.0.0-20181228230101-89fcab3d43de | непряма |
| Go | github.com/mailru/easyjson | v0.7.7 | непряма |
| Go | github.com/makenowjust/heredoc | v1.0.0 | непряма |
| Go | github.com/masterminds/goutils | v1.1.1 | непряма |
| Go | github.com/masterminds/semver/v3 | v3.4.0 | непряма |
| Go | github.com/masterminds/sprig/v3 | v3.3.0 | непряма |
| Go | github.com/masterminds/squirrel | v1.5.4 | непряма |
| Go | github.com/mattn/go-colorable | v0.1.13 | непряма |
| Go | github.com/mattn/go-isatty | v0.0.17 | непряма |
| Go | github.com/mattn/go-runewidth | v0.0.9 | непряма |
| Go | github.com/mitchellh/copystructure | v1.2.0 | непряма |
| Go | github.com/mitchellh/go-wordwrap | v1.0.1 | непряма |
| Go | github.com/mitchellh/reflectwalk | v1.0.2 | непряма |
| Go | github.com/moby/spdystream | v0.5.1 | непряма |
| Go | github.com/moby/term | v0.5.2 | непряма |
| Go | github.com/modern-go/concurrent | v0.0.0-20180306012644-bacd9c7ef1dd | непряма |
| Go | github.com/modern-go/reflect2 | v1.0.2 | непряма |
| Go | github.com/monochromegane/go-gitignore | v0.0.0-20200626010858-205db1a8cc00 | непряма |
| Go | github.com/munnerz/goautoneg | v0.0.0-20191010083416-a7dc8b61c822 | непряма |
| Go | github.com/opencontainers/go-digest | v1.0.0 | непряма |
| Go | github.com/opencontainers/image-spec | v1.1.1 | непряма |
| Go | github.com/pelletier/go-toml/v2 | v2.2.4 | непряма |
| Go | github.com/peterbourgon/diskv | v2.0.1+incompatible | непряма |
| Go | github.com/pkg/errors | v0.9.1 | непряма |
| Go | github.com/pmezard/go-difflib | v1.0.1-0.20181226105442-5d4384ee4fb2 | непряма |
| Go | github.com/prometheus/client_model | v0.6.2 | непряма |
| Go | github.com/prometheus/procfs | v0.16.1 | непряма |
| Go | github.com/rogpeppe/go-internal | v1.13.1 | непряма |
| Go | github.com/rubenv/sql-migrate | v1.8.0 | непряма |
| Go | github.com/russross/blackfriday/v2 | v2.1.0 | непряма |
| Go | github.com/sagikazarmark/locafero | v0.11.0 | непряма |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | непряма |
| Go | github.com/shopspring/decimal | v1.4.0 | непряма |
| Go | github.com/sourcegraph/conc | v0.3.1-0.20240121214520-5f936abd7ae8 | непряма |
| Go | github.com/spf13/afero | v1.15.0 | непряма |
| Go | github.com/spf13/cast | v1.10.0 | непряма |
| Go | github.com/subosito/gotenv | v1.6.0 | непряма |
| Go | github.com/xlab/treeprint | v1.2.0 | непряма |
| Go | go.opencensus.io | v0.24.0 | непряма |
| Go | go.uber.org/automaxprocs | v1.6.0 | непряма |
| Go | go.uber.org/multierr | v1.11.0 | непряма |
| Go | go.uber.org/zap | v1.27.0 | непряма |
| Go | go.yaml.in/yaml/v2 | v2.4.3 | непряма |
| Go | go.yaml.in/yaml/v3 | v3.0.4 | непряма |
| Go | golang.org/x/exp | v0.0.0-20240613232115-7f521ea00fb8 | непряма |
| Go | golang.org/x/net | v0.55.0 | непряма |
| Go | golang.org/x/oauth2 | v0.34.0 | непряма |
| Go | golang.org/x/sync | v0.20.0 | непряма |
| Go | golang.org/x/sys | v0.45.0 | непряма |
| Go | golang.org/x/term | v0.43.0 | непряма |
| Go | golang.org/x/text | v0.37.0 | непряма |
| Go | golang.org/x/time | v0.12.0 | непряма |
| Go | golang.org/x/tools | v0.44.0 | непряма |
| Go | golang.org/x/xerrors | v0.0.0-20231012003039-104605ab7028 | непряма |
| Go | gomodules.xyz/jsonpatch/v2 | v2.4.0 | непряма |
| Go | google.golang.org/api | v0.151.0 | непряма |
| Go | google.golang.org/genproto | v0.0.0-20231211222908-989df2bf70f3 | непряма |
| Go | google.golang.org/genproto/googleapis/api | v0.0.0-20241209162323-e6fa225c2576 | непряма |
| Go | google.golang.org/genproto/googleapis/rpc | v0.0.0-20241209162323-e6fa225c2576 | непряма |
| Go | google.golang.org/grpc | v1.68.1 | непряма |
| Go | gopkg.in/evanphx/json-patch.v4 | v4.12.0 | непряма |
| Go | gopkg.in/inf.v0 | v0.9.1 | непряма |
| Go | k8s.io/klog/v2 | v2.130.1 | непряма |
| Go | k8s.io/kube-openapi | v0.0.0-20250318190949-c8a335a9a2ff | непряма |
| Go | k8s.io/utils | v0.0.0-20241104100929-3ea5e8cea738 | непряма |
| Go | knative.dev/networking | v0.0.0-20231115015815-3af9769712cd | непряма |
| Go | knative.dev/pkg | v0.0.0-20231115001034-97c7258e3a98 | непряма |
| Go | knative.dev/serving | v0.39.3 | непряма |
| Go | oras.land/oras-go/v2 | v2.6.0 | непряма |
| Go | sigs.k8s.io/json | v0.0.0-20241010143419-9aa6b5e7a4b3 | непряма |
| Go | sigs.k8s.io/kustomize/api | v0.19.0 | непряма |
| Go | sigs.k8s.io/kustomize/kyaml | v0.19.0 | непряма |
| Go | sigs.k8s.io/randfill | v1.0.0 | непряма |
| Go | sigs.k8s.io/structured-merge-diff/v4 | v4.6.0 | непряма |
| Go | sigs.k8s.io/yaml | v1.5.0 | непряма |
| Maven | com.alibaba:fastjson | 1.2.83 | непряма |
| Maven | io.kubernetes:client-java | 11.0.1 | непряма |
| Maven | junit:junit | 4.13.2 | непряма |
| Maven | org.apache.maven.plugins:maven-compiler-plugin | 3.8.1 | непряма |
| Maven | org.apache.maven.plugins:maven-source-plugin | 3.0.1 | непряма |
| PyPI | coloredlogs | — | непряма |
| PyPI | mkdocs-material | 9.5.44 | непряма |
| PyPI | pyyaml | — | непряма |
| PyPI | tensorboard | — | непряма |
Сповіщення про залежності 6
Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 171 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 6 мають відомі сповіщення, з них 2 прямі. 3 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.
| Пакет | Версія | Зв'язок | Критичність | Сповіщень | Виправлено в |
|---|---|---|---|---|---|
| google.golang.org/grpc | v1.68.1 | непряма | критична | 2 | 1.79.3 |
| oras.land/oras-go/v2 | v2.6.0 | непряма | висока | 5 | 2.6.1 |
| helm.sh/helm/v3 | v3.18.6 | пряма | помірна | 1 | 4.1.4 |
| golang.org/x/crypto | v0.52.0 | пряма | невідома | 1 | — |
| github.com/aws/aws-sdk-go | v1.48.0 | непряма | невідома | 2 | — |
| github.com/containerd/containerd | v1.7.33 | непряма | невідома | 3 | 2.3.2 |
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": [
"kubeflow",
"kubernetes",
"tensorflow",
"docker",
"deep-learning"
],
"is_fork": false,
"size_kb": 81682,
"has_wiki": true,
"homepage": "https://arena-docs.readthedocs.io",
"languages": {
"Go": 1735899,
"Java": 177983,
"Shell": 33644,
"Python": 142699,
"Makefile": 13252,
"Mustache": 28131,
"Dockerfile": 837,
"Go Template": 6777
},
"pushed_at": "2026-07-17T10:56:05Z",
"created_at": "2018-07-30T09:19:04Z",
"owner_type": "Organization",
"updated_at": "2026-07-16T11:51:25Z",
"description": "A CLI for Kubeflow. ",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "master",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://kubeflow.org",
"name": "Kubeflow",
"type": "Organization",
"login": "kubeflow",
"company": null,
"location": null,
"followers": 2427,
"avatar_url": "https://avatars.githubusercontent.com/u/33164907?v=4",
"created_at": "2017-10-27T20:44:02Z",
"is_verified": null,
"public_repos": 49,
"account_age_days": 3188
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 58,
"commits_last_year": 52,
"latest_release_at": "2026-01-09T08:57:59Z",
"latest_release_tag": "v0.15.4",
"releases_from_tags": false,
"days_since_last_push": 3,
"active_weeks_last_year": 18,
"days_since_latest_release": 192,
"mean_days_between_releases": 42.4
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "github.com/kubeflow/arena",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": true,
"registry_url": "https://pkg.go.dev/github.com/kubeflow/arena",
"is_deprecated": false,
"latest_version": "v0.15.4",
"repository_url": "https://github.com/kubeflow/arena",
"versions_count": 65,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-01-09T08:20:21Z",
"latest_version_yanked": null,
"days_since_latest_publish": 192
}
]
},
"popularity": {
"forks": 196,
"stars": 815,
"watchers": 48,
"open_issues_and_prs": 58
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"samples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 31663,
"source_files_sampled": 689,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"docs/requirements.txt",
"go.mod"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "google.golang.org/grpc",
"direct": false,
"version": "v1.68.1",
"severity": "critical",
"ecosystem": "go",
"cvss_score": 9.1,
"advisory_ids": [
"GHSA-p77j-4mvh-x3m3",
"GO-2026-4762"
],
"fixed_version": "1.79.3",
"advisory_count": 2,
"oldest_advisory_days": 124
},
{
"name": "oras.land/oras-go/v2",
"direct": false,
"version": "v2.6.0",
"severity": "high",
"ecosystem": "go",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-8xwf-rjm4-xvhv",
"GHSA-fxhp-mv3v-67qp",
"GHSA-jxpm-75mh-9fp7",
"GHSA-vh4v-2xq2-g5cg",
"GHSA-xf85-363p-868w"
],
"fixed_version": "2.6.1",
"advisory_count": 5,
"oldest_advisory_days": 19
},
{
"name": "helm.sh/helm/v3",
"direct": true,
"version": "v3.18.6",
"severity": "moderate",
"ecosystem": "go",
"cvss_score": null,
"advisory_ids": [
"GHSA-hr2v-4r36-88hr"
],
"fixed_version": "4.1.4",
"advisory_count": 1,
"oldest_advisory_days": 101
},
{
"name": "golang.org/x/crypto",
"direct": true,
"version": "v0.52.0",
"severity": "unknown",
"ecosystem": "go",
"cvss_score": null,
"advisory_ids": [
"GO-2026-5932"
],
"fixed_version": null,
"advisory_count": 1,
"oldest_advisory_days": 12
},
{
"name": "github.com/aws/aws-sdk-go",
"direct": false,
"version": "v1.48.0",
"severity": "unknown",
"ecosystem": "go",
"cvss_score": null,
"advisory_ids": [
"GO-2022-0635",
"GO-2022-0646"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": 1619
},
{
"name": "github.com/containerd/containerd",
"direct": false,
"version": "v1.7.33",
"severity": "unknown",
"ecosystem": "go",
"cvss_score": null,
"advisory_ids": [
"GO-2026-5064",
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}
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{
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}
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{
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]
},
{
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{
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"status": "met",
"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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{
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{
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{
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],
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{
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{
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}
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{
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{
"key": "openssf_scorecard_contributors",
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]
},
{
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"note": null,
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"components": [
{
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{
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
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"points": 20.3,
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"details": [
{
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{
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"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"is_verified": null,
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"account_age_days": 3188
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"components": [
{
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{
"code": "owner_organization",
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}
],
"max_points": 30
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{
"key": "verified_domain",
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"detail": null,
"points": 0,
"status": "missed",
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},
{
"key": "owner_reach",
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"detail": "2,427 followers of kubeflow",
"points": 24.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 2427,
"login": "kubeflow"
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}
],
"max_points": 25
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{
"key": "track_record",
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"detail": "49 public repos, account ~8 yr old",
"points": 24.4,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 49
}
},
{
"code": "account_age_years",
"params": {
"years": 8
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 91,
"inputs": {
"packages": [
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"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 192
},
"components": [
{
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"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 1,
"ecosystems": "go"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 192 days ago",
"points": 26,
"status": "partial",
"details": [
{
"code": "publish_recency",
"params": {
"days": 192
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}
],
"max_points": 35
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{
"key": "version_history",
"name": "Version history",
"detail": "65 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 65
}
}
],
"max_points": 20
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{
"key": "not_deprecated",
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"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
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}
],
"max_points": 20
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]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 89,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 82,
"inputs": {
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"key": "ci_workflows",
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"detail": "4 workflow(s)",
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"status": "met",
"details": [
{
"code": "ci_workflows",
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"count": 4
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}
],
"max_points": 24
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{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".golangci.yaml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
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"files": ".golangci.yaml"
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],
"max_points": 16
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{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "editorconfig",
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"detail": null,
"points": 0,
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"details": [],
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},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "28 out of 30 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
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"kubernetes",
"tensorflow",
"docker",
"deep-learning"
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"has_wiki": true,
"homepage": "https://arena-docs.readthedocs.io",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
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"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
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{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://arena-docs.readthedocs.io",
"points": 15,
"status": "met",
"details": [],
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},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
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}
],
"max_points": 10
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{
"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": "moderate",
"name": "Security",
"value": 60,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 5.4
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
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{
"key": "branch_protection",
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"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
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{
"key": "ci_tests",
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"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 13 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": "15 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 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 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 5",
"points": 2.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "47 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "good",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 171 resolved dependencies against OSV; 3 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 171
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 3
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 83,
"inputs": {
"source": "osv",
"advisories": 14,
"affected_packages": 6,
"assessed_packages": 171,
"unassessed_packages": 3,
"affected_by_severity": "critical 1, high 1, moderate 1, unknown 3",
"direct_affected_packages": 2
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "2 affected: helm.sh/helm/v3 v3.18.6 (moderate), golang.org/x/crypto v0.52.0 (unknown)",
"points": 24.7,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 2,
"packages": "helm.sh/helm/v3 v3.18.6 (moderate), golang.org/x/crypto v0.52.0 (unknown)"
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}
],
"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": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 101 days ago",
"points": 37.2,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 1,
"oldest": 101
}
}
],
"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": 171,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"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": 56,
"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": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 86,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
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},
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{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
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"status": "met",
"details": [
{
"code": "file_list",
"params": {
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}
}
],
"max_points": 18
},
{
"key": "automated_tests",
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},
{
"key": "lint_format_config",
"name": "Lint / format config",
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"status": "met",
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}
}
],
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},
{
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}
}
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},
{
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{
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}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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}
],
"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",
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}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
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"status": "missed",
"details": [],
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}
]
},
{
"key": "ai_code_legibility",
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"notes": [],
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"inputs": {
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},
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"key": "type_checkable_code",
"name": "Type-checkable code",
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{
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}
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],
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/689 source files over 60KB",
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{
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}
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}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
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"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"samples"
],
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},
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{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, samples",
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"status": "met",
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{
"code": "file_list",
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"files": "examples, samples"
}
}
],
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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": [],
"report_type": "repository",
"generated_at": "2026-07-20T21:55:11.245655Z",
"schema_version": "0.16.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/kubeflow/arena.svg",
"full_name": "kubeflow/arena",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.16.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — Go.