Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.23.0 · метрики 1.13.0 · 2026-07-21 20:32 UTC

apache / arrow-julia

Official Julia implementation of Apache Arrow

JuliaApache-2.0★ 310 зірок⑂ 78 форківз серп. 2020 р.Переглянути на GitHub ↗

apache/arrow-julia має індекс здоров’я 67 зі 100, що відповідає смузі «Помірний». Найвищий показник — Sustainability & Governance (72/100), найнижчий — AI Readiness (39/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.

67
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

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

67
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

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

Власність

The Apache Software FoundationОрганізація
23 511 підписників3 146 публічних репозиторіївз січ. 2009 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?

66Помірний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
10.4/36Ритм комітів — 15/52 тижнів із комітами
12.4/18Обсяг комітів — 23 комітів за останній рік
4/10OpenSSF Scorecard: Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
Використані вхідні дані
commits_last_year23
human_commit_share0,82
days_since_last_push0
active_weeks_last_year15
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 38 релізів
16.2/36Свіжість релізів — останній реліз 188 дн. тому
19.8/27Ритм релізів — реліз кожні ~105,9 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count38
latest_release_tagv2.8.1
releases_from_tagsні
days_since_latest_release188
mean_days_between_releases105,9
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?

64Помірний · 18% загального індексу
Як обчислюється оцінка
40.4/60Зірки — 310 зірок
15.7/25Форки — 78 форків
7.9/15Спостерігачі — 27 спостерігачів
Використані вхідні дані
forks78
stars310
watchers27
growth_stateorganic
growth_factor_pct100
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
0/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateні

Сталість та врядування

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

72Добрий · 24% загального індексу
Як обчислюється оцінка
25.2/54Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів
12.6/22.5Розподіл комітів — головний контриб’ютор — автор 44% комітів
13.5/13.5Широта контриб’юторів — 46 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 48 contributing companies or organizations
Використані вхідні дані
bus_factor2
contributors_sampled46
top_contributor_share0,441
Як обчислюється оцінка
31.8/46.8Вирішення issue — закрито 68% issue
33.7/38.3Прийняття PR — злито 252/286 вирішених PR
10.5/15OpenSSF Scorecard: Code-Review — Found 14/18 approved changesets -- score normalized to 7
Використані вхідні дані
merged_prs252
open_issues96
closed_issues205
issue_closed_ratio0,681
closed_unmerged_prs34
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 23 511 підписників у apache
25/25Послужний список — 3 146 публічних репозиторіїв, вік облікового запису ~17 р.
Використані вхідні дані
followers23 511
owner_typeOrganization
is_verified
owner_loginapache
public_repos3 146
account_age_days6 394

Інженерна якість

Чи наявні базові інженерні практики та документація?

68Помірний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 4 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
6/20OpenSSF Scorecard: CI-Tests — 10 out of 30 merged PRs checked by a CI test -- score normalized to 3
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://arrow.apache.org/julia/
10/10Опис репозиторію
10/10Теми — 2 тем
0/10Wiki
Використані вхідні дані
topicsjulia, apache-arrow
has_wikiні
homepagehttps://arrow.apache.org/julia/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

61Помірний · 16% загального індексу

Стан безпеки

61Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
0.8/2.5CI-Tests — 10 out of 30 merged PRs checked by a CI test -- score normalized to 3
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 14/18 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 48 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
3/7.5Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6,1
Виключено з оцінювання (немає даних або не застосовно): branch_protection, 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.

39У зоні ризику · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 76 з 82 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,927
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
0/10Відтворюване середовище
2/10Підтверджена практика роботи з агентами — 1 з останніх 100 комітів створено агентом або з його зазначенням
8/8Автоматизоване супроводження — 17 з останніх 100 комітів — автоматичні оновлення залежностей
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfiles
has_dockerfileні
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0,01
toolchain_manifests
dependency_bot_commit_share0,17
Як обчислюється оцінка
0/45Типізований код — Julia без конфігурації перевірки типів
55/55Керовані розміри файлів — 0/1 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageJulia
largest_source_bytes1 831
source_files_sampled1
oversized_source_files0

Ключові факти

310зірок GitHub
46контриб'юторів
23комітів за останні 12 місяців
0днів від останнього пушу
38релізів
2бас-фактор
96відкритих issue
пакетних екосистем

Докладніше

Історія зірок і форків 310 ★ / 78 ⇿
310Зірки
78Форки
38Релізи

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

012525037531077162020-082023-082026-07
Мажорні 2Мінорні 14Патчі 22

Кожна точка охоплює 6 днів.

OpenSSF Scorecard 6.1 / 10
6.1сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-21 20:32 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
3CI-Tests10 out of 30 merged PRs checked by a CI test -- score normalized to 3
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 14/18 approved changesets -- score normalized to 7
10Contributorsproject has 48 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
4Maintained5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Усі залежності 0

Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 0 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
Сповіщення про залежності не оцінено

Звірка сповіщень не відбулася для цього звіту: No resolved dependencies to assess

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "julia",
        "apache-arrow"
      ],
      "is_fork": false,
      "size_kb": 2594,
      "has_wiki": false,
      "homepage": "https://arrow.apache.org/julia/",
      "languages": {
        "Julia": 367608,
        "Shell": 13784,
        "Python": 1831,
        "Emacs Lisp": 895
      },
      "pushed_at": "2026-07-21T01:17:42Z",
      "created_at": "2020-08-28T12:54:32Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T02:32:33Z",
      "description": "Official Julia implementation of Apache Arrow",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Julia",
      "significant_languages": [
        "Julia"
      ]
    },
    "owner": {
      "blog": "https://www.apache.org/",
      "name": "The Apache Software Foundation",
      "type": "Organization",
      "login": "apache",
      "company": null,
      "location": null,
      "followers": 23511,
      "avatar_url": "https://avatars.githubusercontent.com/u/47359?v=4",
      "created_at": "2009-01-17T20:14:40Z",
      "is_verified": null,
      "public_repos": 3146,
      "account_age_days": 6394
    },
    "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": [
        {
          "tag": "v2.8.1",
          "kind": "patch",
          "published_at": "2026-01-14T05:15:35Z"
        },
        {
          "tag": "v2.8.0",
          "kind": "minor",
          "published_at": "2024-12-08T01:28:02Z"
        },
        {
          "tag": "v2.7.4",
          "kind": "patch",
          "published_at": "2024-10-30T00:37:32Z"
        },
        {
          "tag": "v2.7.3",
          "kind": "patch",
          "published_at": "2024-08-30T01:54:45Z"
        },
        {
          "tag": "v2.7.2",
          "kind": "patch",
          "published_at": "2024-05-05T20:31:07Z"
        },
        {
          "tag": "v2.7.1",
          "kind": "patch",
          "published_at": "2024-02-01T19:29:38Z"
        },
        {
          "tag": "v2.7.0",
          "kind": "minor",
          "published_at": "2023-12-10T01:51:29Z"
        },
        {
          "tag": "v2.6.2",
          "kind": "patch",
          "published_at": "2023-06-12T08:13:32Z"
        },
        {
          "tag": "v2.6.1",
          "kind": "patch",
          "published_at": "2023-06-08T02:28:10Z"
        },
        {
          "tag": "v2.6.0",
          "kind": "minor",
          "published_at": "2023-06-05T21:29:56Z"
        },
        {
          "tag": "v2.5.2",
          "kind": "patch",
          "published_at": "2023-04-20T00:26:44Z"
        },
        {
          "tag": "v2.5.1",
          "kind": "patch",
          "published_at": "2023-04-16T21:04:31Z"
        },
        {
          "tag": "v2.5.0",
          "kind": "minor",
          "published_at": "2023-03-16T06:18:12Z"
        },
        {
          "tag": "v2.4.3",
          "kind": "patch",
          "published_at": "2023-02-04T13:33:18Z"
        },
        {
          "tag": "v2.2.1",
          "kind": "patch",
          "published_at": "2022-03-08T04:13:26Z"
        },
        {
          "tag": "v2.2.0",
          "kind": "minor",
          "published_at": "2021-10-29T16:16:21Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2021-09-28T23:48:14Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2021-09-22T18:59:06Z"
        },
        {
          "tag": "v1.6.2",
          "kind": "patch",
          "published_at": "2021-07-24T00:59:04Z"
        },
        {
          "tag": "v1.6.1",
          "kind": "patch",
          "published_at": "2021-07-19T13:32:48Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2021-07-07T22:05:51Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2021-05-31T19:08:22Z"
        },
        {
          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2021-04-23T00:44:50Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2021-04-16T19:02:02Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2021-03-29T13:37:40Z"
        },
        {
          "tag": "v1.2.4",
          "kind": "patch",
          "published_at": "2021-02-05T05:13:52Z"
        },
        {
          "tag": "v1.2.3",
          "kind": "patch",
          "published_at": "2021-02-04T07:08:28Z"
        },
        {
          "tag": "v1.2.2",
          "kind": "patch",
          "published_at": "2021-01-31T06:41:06Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2021-01-25T18:54:15Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2021-01-19T18:30:25Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2021-01-06T05:06:19Z"
        },
        {
          "tag": "v1.0.3",
          "kind": "patch",
          "published_at": "2020-12-02T06:45:25Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2020-11-28T20:37:42Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2020-11-19T18:00:55Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2020-11-19T08:01:53Z"
        },
        {
          "tag": "v0.4.1",
          "kind": "patch",
          "published_at": "2020-11-04T00:47:31Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2020-10-28T15:32:01Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2020-10-03T22:23:50Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "c66d7078c39dea39a16721e27f051b84cb73f063",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python)\nfrom 6 to 7.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/setup-python/releases\">actions/setup-python's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v7.0.0</h2>\n<h2>What's Changed</\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-python from 6 to 7 (#608)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T01:13:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3085365803a4401b1a36135e48037f6e51dbf69d",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 5 to 6.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/cache/releases\">actions/cache's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v6.0.0</h2>\n<h2>What's Changed</h2>\n<ul>\n<li>Update packages\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/cache from 5 to 6 (#602)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T16:20:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "44557ed6de8e7c7a4f0ac580107a0064d98352a0",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6 to\n7.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/checkout/releases\">actions/checkout's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v7.0.0</h2>\n<h2>What's Changed</h2>\n<ul>\n<li>blo\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 6 to 7 (#601)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-22T21:48:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c04398a2b8529445a9550811cee067b377e6b099",
          "body": "Updates the package to use StringViews 2.0 if available (which has minor\nbreaking changes with 1.0 that shouldn't affect this package). In Julia\n1.14, where the StringView type is merged into Base, the StringViews 2.0\npackage becomes a simple stub around the Base type.",
          "is_bot": false,
          "headline": "support StringViews 2.0 (#599)",
          "author_name": "Steven G. Johnson",
          "author_login": "stevengj",
          "committed_at": "2026-06-11T14:57:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f0397f8b2dafc3b59e58276e38db7d258815b2d",
          "body": "Bumps\n[codecov/codecov-action](https://github.com/codecov/codecov-action) from\n6 to 7.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/codecov/codecov-action/releases\">codecov/codecov-action's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v7.0.0</h2>\n<p>⚠️ Due to\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump codecov/codecov-action from 6 to 7 (#598)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-09T00:48:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ade01aca6de20393e17fa80706a71603fc27b3c",
          "body": "Bumps\n[julia-actions/setup-julia](https://github.com/julia-actions/setup-julia)\nfrom 2 to 3.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/julia-actions/setup-julia/releases\">julia-actions/setup-julia's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v3.0.0</h2>\n\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump julia-actions/setup-julia from 2 to 3 (#593)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-20T20:37:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bc39b2d7cc568e6e648b32ac02b303017b293471",
          "body": "Bumps\n[codecov/codecov-action](https://github.com/codecov/codecov-action) from\n5 to 6.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/codecov/codecov-action/releases\">codecov/codecov-action's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v6.0.0</h2>\n<h2>⚠️ This \n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump codecov/codecov-action from 5 to 6 (#592)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-31T00:20:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "10a830883c0e97e86d32cccd4710d44ec1635f09",
          "body": null,
          "is_bot": false,
          "headline": "test on macOS latest (#585)",
          "author_name": "Phillip Alday",
          "author_login": "palday",
          "committed_at": "2026-02-05T01:49:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23d253ca59abdd6cdf4251bdc84ad1cec17dd750",
          "body": "This should fix test failures from #556.\n\n---------\n\nCo-authored-by: Jacob Quinn <quinn.jacobd@gmail.com>\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump CategoricalArrays to 1.0 in tests (#583)",
          "author_name": "Milan Bouchet-Valat",
          "author_login": "nalimilan",
          "committed_at": "2026-01-14T09:23:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3847f7c58427d4c4150eff333a3e4d7a099515ed",
          "body": "…p existing compat) (#536)\n\nCompatHelper: add StringViews compat entry",
          "is_bot": true,
          "headline": "CompatHelper: add new compat entry for StringViews at version 1, (kee…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-01-14T06:51:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e98c0754a21c0411228d4f5f06ea4896d132fe0",
          "body": "Documentation: recommend package-specific prefix with arrowname",
          "is_bot": false,
          "headline": "Recommend using package-specific prefix with `arrowname` (#541)",
          "author_name": "Milan Bouchet-Valat",
          "author_login": "nalimilan",
          "committed_at": "2026-01-14T06:51:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "472baa05ae247ebec6183550b7e99836dce4a572",
          "body": "Fix OffsetArray support and clean CategoricalArray support",
          "is_bot": false,
          "headline": "Fix `OffsetArray` support and clean `CategoricalArray` support (#556)",
          "author_name": "Milan Bouchet-Valat",
          "author_login": "nalimilan",
          "committed_at": "2026-01-14T06:51:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8ebfc558807bd2176bc3a3b107f9c3e1704f27c",
          "body": "…itioned writes (#582)\n\nThere is race condition fundamental to the current architecture for\ncreating and writing dictionary encodings. The relevant lock is created\non a worker thread and thus there is a race to _create_ the lock and\ninitialize the relevant data structure. This race condition has exi\n[…]\n\nspeed.\n2. The test failures that this race condition causes on 1.12 are\nblocking the release of 2.8.1, which includes #543 and addresses another\nsource of potential correctness issues on Julia 1.12+.",
          "is_bot": false,
          "headline": "fix test failures on 1.12, avoid race condition in multithreaded part…",
          "author_name": "Phillip Alday",
          "author_login": "palday",
          "committed_at": "2026-01-13T01:12:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bfa321f732099a54c915cc7e9fb0b36d1df56735",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 4 to 5.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/cache/releases\">actions/cache's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v5.0.0</h2>\n<blockquote>\n<p>[!IMPORTANT]\n<strong><code>actio\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/cache from 4 to 5 (#581)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-16T01:13:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7e6b41897bdefeb2bc0cf95d0b7c7acc646e280b",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to\n6.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/checkout/releases\">actions/checkout's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v6.0.0</h2>\n<h2>What's Changed</h2>\n<ul>\n<li>Upd\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 5 to 6 (#579)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-01T23:53:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d1157e0d8fab40adbaa328905a4995c84a8004ee",
          "body": "- fixes #573\n- adds a workflow for weekly and manual testing against julia nightly\n- adds versioned manifests to the ignore file",
          "is_bot": false,
          "headline": "Test on Julia pre instead of Julia nightly (#574)",
          "author_name": "Phillip Alday",
          "author_login": "palday",
          "committed_at": "2025-11-27T01:48:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d02c4716fe4889d18ff151bc6af360bd4a1a9aad",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to\n6.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/checkout/releases\">actions/checkout's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v6.0.0</h2>\n<h2>What's Changed</h2>\n<ul>\n<li>Upd\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 5 to 6 (#576)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-11-25T02:41:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3aa469a061a958c493105e06f6b8b209bb8e3ef0",
          "body": "GH-567",
          "is_bot": false,
          "headline": "Bump version (#569)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2025-10-27T04:17:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c011888f676b41805f6833c3662fbbef02b4cbe3",
          "body": "…volved (#570)\n\nFixes #528. Alternative to #568 \n\ncc: @KristofferC",
          "is_bot": false,
          "headline": "Fix poor performance of table reading when many record batches are in…",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2025-10-24T22:10:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c75d0e964697e152614f48e012f8b610b5582032",
          "body": "The internal Flatbuf module defines a function called `Type`. On Julia\n1.12, defining a new function by defining methods is insufficient to\ndistinguish it from defining new constructor methods for a visible type\nof the same name. It's now necessary to forward-declare the function to\nensure it takes \n[…]\nublic in Arrow.Flatbuf\ntrue\n```\nWith this PR, the output is the same because of\nhttps://github.com/JuliaLang/julia/issues/57546 but will have the\ncorrect behavior once that issue is fixed.\n\nFixes #555",
          "is_bot": false,
          "headline": "Avoid extending `Type` from Base on Julia 1.12 (#543)",
          "author_name": "Alex Arslan",
          "author_login": "ararslan",
          "committed_at": "2025-09-19T00:55:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b3693d56858ba4286ac02869e385b9b237077293",
          "body": "fixes #532",
          "is_bot": false,
          "headline": "ci: Set timeout (#533)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2025-09-09T04:42:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d6f67cb109013d9040ea780c6b2dd888fe285088",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python)\nfrom 5 to 6.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/setup-python/releases\">actions/setup-python's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v6.0.0</h2>\n<h2>What's Changed</\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-python from 5 to 6 (#566)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-09-08T23:39:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "185eedc6078f377a511529169dde88e7bbb090c4",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to\n5.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/checkout/releases\">actions/checkout's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v5.0.0</h2>\n<h2>What's Changed</h2>\n<ul>\n<li>Upd\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 4 to 5 (#557)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-08-29T08:40:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "059f31d01bb6671324fd6ad70e3213bd5f2e41a8",
          "body": "Fixes #554.",
          "is_bot": false,
          "headline": "ci: Fix format check (#558)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2025-08-21T07:43:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78e4f4b04a309433179cfafbf9ddb9f9ac8eb9bb",
          "body": "Fixes #552\n\nPush for all branches except branches that are created by Dependabot\nruns CI. Dependabot creates a branch in apache/arrow-julia and open a PR\nto apache/arrow-juila. If it happens, CI is triggered by both of push\nand pull_request. We need only pull_request for the case.",
          "is_bot": false,
          "headline": "Add support for running CI on fork (#553)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2025-05-10T03:41:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d18877b79732527e0874774d82c326a4513767b2",
          "body": "Fixes #550\n\nWe need to install Subversion explicitly with ubuntu-24.04.",
          "is_bot": false,
          "headline": "Fix verify RC CI (#551)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2025-05-10T03:41:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6ca23797474ac2c5c30198663467d881dc21b2f",
          "body": null,
          "is_bot": false,
          "headline": "Hide HTML comment (license) in rendered Documenter page (#549)",
          "author_name": "abhro",
          "author_login": "abhro",
          "committed_at": "2025-05-09T20:24:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de59e485a4197b5e70537e3572a31734d3f9e4a9",
          "body": "Fixed a follow up bug to #511",
          "is_bot": false,
          "headline": "Fix bug where inline bytes weren't valid for Utf8View data (#548)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2025-05-09T20:23:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "464470a0e22f09564fc85fce9a8127ba8a127a44",
          "body": "Sorry! I did messed up. I did miss the notifications on the top of the\nfile (we have them at the bottom at the rest of the repos) and\nreplicated the section.\n\nThis failed to apply the change for discussions as it had incorrect\nformat.",
          "is_bot": false,
          "headline": "Remove duplicated notifications section on .asf.yaml (#547)",
          "author_name": "Raúl Cumplido",
          "author_login": "raulcd",
          "committed_at": "2025-04-11T15:55:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1f21a9d64f87fbbb4d72fd52a5573e6e13f999b",
          "body": "This will enable GitHub discussions and also will send some GitHub\nnotifications to the project mailing lists as the rest of\nimplementations.",
          "is_bot": false,
          "headline": "Enable GitHub discussions and notifications to mailing lists (#546)",
          "author_name": "Raúl Cumplido",
          "author_login": "raulcd",
          "committed_at": "2025-04-11T12:34:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97a40dffe6b788b18a0eac4a404a205f1c9e8b32",
          "body": "Fixes #544\n\nAdd missing NOTICE and use the full Apache 2.0 license content for\nLICENSE.",
          "is_bot": false,
          "headline": "Fix license information (#545)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2025-03-20T15:42:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c12899b979f4195788e4d69047fc2c2cd1f81e71",
          "body": "Spelling correction",
          "is_bot": false,
          "headline": "Update manual.md (#539)",
          "author_name": "Douglas Bates",
          "author_login": "dmbates",
          "committed_at": "2024-12-20T18:46:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2583a66f54ac4087bfe7ae34c1ffbab3cb3c81f6",
          "body": null,
          "is_bot": false,
          "headline": "Add compat for StringViews",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-12-07T23:53:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76ae99209247043dbc37978f260c5deeb097d691",
          "body": null,
          "is_bot": false,
          "headline": "Change an info log back to debug (#537)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-12-03T14:26:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d3c98c1bd048f42f3666e040c2f363a7dc893c3",
          "body": null,
          "is_bot": false,
          "headline": "Fix formatting of various files",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-12-03T05:12:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee007244d765277d9d074142efbb2ca0cf8fcece",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 2.7.3 (#524)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-12-03T05:12:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4757d657a0a49b509ae582662f395ce154dd8be",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 2.8.0",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-12-01T06:24:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0e259783ff0f4d92ec2ef7cb3c5cb0c17626553",
          "body": null,
          "is_bot": false,
          "headline": "Start support for ListView, BinaryView, Utf8View, etc. (#512)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-12-01T06:24:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9041cbfded03d8c99e85efc78f9abb5c70b6cfc9",
          "body": "Partially solves https://github.com/apache/arrow-julia/issues/337 for\r\n`Arrow.Table`.",
          "is_bot": false,
          "headline": "Add reading metadata from Arrow.Table (#481)",
          "author_name": "Bogumił Kamiński",
          "author_login": "bkamins",
          "committed_at": "2024-12-01T05:15:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc8b899356a4298a25a08a9f314be0a49bb2bbc5",
          "body": "Fixes #534",
          "is_bot": false,
          "headline": "Make DictEncoding reading threadsafe (#535)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-11-27T04:22:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fa18aa262009dd749007bf07468b82c5045402b",
          "body": "Bumps\r\n[codecov/codecov-action](https://github.com/codecov/codecov-action) from\r\n1 to 5.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/codecov/codecov-action/releases\">codecov/codecov-action's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v5.0.0</h2>\r\n<h\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump codecov/codecov-action from 1 to 5 (#531)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-11-18T23:52:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91e271eee38e8b376a069d3b09065cefe32de9a4",
          "body": "@kou can you help us kick off a release-vote on this commit?",
          "is_bot": false,
          "headline": "Bump version to 2.7.4 (#530)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-10-28T16:53:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa5ad746f417343da0f17e3cb896226251a5ec7a",
          "body": null,
          "is_bot": false,
          "headline": "Remove usage of LoggingExtras and verbosity logging macros (#529)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-10-28T16:52:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a31fcf92c1dab6d8673dde70be53e2eaaffa365a",
          "body": "- closes #526 \r\n- closes #363",
          "is_bot": false,
          "headline": "fromarrow(::Type{Dates.Time}, x::Arrow.Time) (#527)",
          "author_name": "Phillip Alday",
          "author_login": "palday",
          "committed_at": "2024-10-21T17:37:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2696105d01cfda7c55d1902951a20908a3c205e5",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 2.7.3 (#524)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-08-28T16:31:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a3c8b91b13cc1ccf7b1c218e85fd73e59050f36",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python)\r\nfrom 2 to 5.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/actions/setup-python/releases\">actions/setup-python's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v5.0.0</h2>\r\n<h2>What's \n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-python from 2 to 5 (#522)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-12T20:28:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2c2d3e93001f30ff7dd1b682f0ebea77107cba90",
          "body": "Bumps\r\n[julia-actions/julia-buildpkg](https://github.com/julia-actions/julia-buildpkg)\r\nfrom 1.2 to 1.6.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/julia-actions/julia-buildpkg/releases\">julia-actions/julia-buildpkg's\r\nreleases</a>.</em></p>\r\n<bloc\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump julia-actions/julia-buildpkg from 1.2 to 1.6 (#521)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-07T00:04:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f359c2377de646f79ff5ab58b441fa50d74adc27",
          "body": "Bumps\r\n[julia-actions/setup-julia](https://github.com/julia-actions/setup-julia)\r\nfrom 1 to 2.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/julia-actions/setup-julia/releases\">julia-actions/setup-julia's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v2.\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump julia-actions/setup-julia from 1 to 2 (#520)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-07T00:03:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "60b34bfd00eb16d3c24afc7cb1ed72d709107689",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 1 to 4.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/actions/cache/releases\">actions/cache's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v4.0.0</h2>\r\n<h2>What's Changed</h2>\r\n<ul>\r\n<li>Updat\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/cache from 1 to 4 (#519)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-07T00:02:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "24981f12b549bbccb8b85edc27efbb42b59d11c1",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 3 to\r\n4.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/actions/checkout/releases\">actions/checkout's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v4.0.0</h2>\r\n<h2>What's Changed</h2>\r\n<u\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 3 to 4 (#518)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-06T23:34:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1c826b14ddcae274598a14883564f87c1ffed0a3",
          "body": "fixes #513\r\n\r\n* Install Subversion explicitly\r\n* Because recent macOS GitHub Actions runner doesn't provide Subversion\r\nby default\r\n* Add support for installing Julia for macOS (Apple Silicon)\r\n  * Because the current `macos-latest` is macOS (Apple Silicon)",
          "is_bot": false,
          "headline": "release: Fix \"Verify release\" job on macOS GitHub Actions runner (#514)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2024-08-06T20:50:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7825543aa2975c9404f02930a8e8a6689befc26b",
          "body": "fixes #515",
          "is_bot": false,
          "headline": "ci: Enable Dependabot for GitHub Actions (#516)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2024-08-06T20:49:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1a91bfcbdca5532002d75c127db858d49133cec",
          "body": null,
          "is_bot": false,
          "headline": "Bump compat for TranscodingStreams",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-07-04T05:23:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64fc730f767de84835a5f1b4fc9b7831a3c2d15b",
          "body": "Hi,\r\n\r\nHere is a minimal example of the issue I've encountered.\r\n\r\n```julia\r\n struct A\r\n    x::Int\r\nend\r\n\r\nstruct B\r\n    a::A\r\nend\r\n\r\nv = [B(A(i)) for i =1:3]\r\n\r\nio = IOBuffer()\r\nArrow.write(io, v; file=false)\r\nseekstart(io)\r\nArrow.append(io, v) # throws\r\n```\r\n\r\nI don't know if this is really necess\n[…]\no `append` can succeed,\r\nI do not think that this creates retro-compatibility issues.\r\n\r\nThanks for the review!\r\n\r\n---------\r\n\r\nCo-authored-by: Ben Baumgold <4933671+baumgold@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Compatibility of schemas with nested types (#504)",
          "author_name": "Romain Poncet",
          "author_login": "poncito",
          "committed_at": "2024-05-05T19:07:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ac199b0e377502ea0f1fa5ced7fda897a01b82a9",
          "body": "Co-authored-by: Ben Baumgold <4933671+baumgold@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bugfix type instability in length(::Arrow.ToList) (#497)",
          "author_name": "Joao Aparicio",
          "author_login": "JoaoAparicio",
          "committed_at": "2024-01-30T17:37:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37122911c24f44318e6d4a0840408adb3364cf2a",
          "body": "… (#493)\n\nMotivated by\r\nhttps://github.com/beacon-biosignals/Legolas.jl/issues/94#issuecomment-1837366852\r\n\r\nStill requires:\r\n\r\n- [x] docs\r\n- [x] a test\r\n- [x] a bit more due diligence benchmarking-wise. `@benchmark`ing the\r\naccess in the test case from\r\nhttps://github.com/beacon-biosignals/Legolas.jl/issues/94 didn't reveal\r\nany perf difference, which seems like a good sign\r\n\r\n---------\r\n\r\nCo-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>",
          "is_bot": false,
          "headline": "enable field-order-agnostic overloads of `fromarrow` for struct types…",
          "author_name": "Jarrett Revels",
          "author_login": "jrevels",
          "committed_at": "2023-12-05T17:33:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "787768fc60ff09ea52be0c5fb7c40e04be47619b",
          "body": "…columns are regular vectors (#487)\n\nCo-authored-by: Bogumił Kamiński <bkamins@sgh.waw.pl>",
          "is_bot": false,
          "headline": "Docs: add a note about using `copy()` to get a `DataFrame` where the …",
          "author_name": "Dilum Aluthge",
          "author_login": "DilumAluthge",
          "committed_at": "2023-10-22T20:54:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "953cbac5f25076b45452213db5cd9f21e74250a8",
          "body": "fix #470",
          "is_bot": false,
          "headline": "Use https://arrow.apache.org/julia/ as the official document URL (#490)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2023-10-16T11:14:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95c053a272ddae7d2037eddad0379681c59e3608",
          "body": "This package didn't specify `compat` for Documenter, so when the\r\nbreaking v1 release was made, it broke the docs build (since warnings\r\nbecame errors). This PR fixes those errors and specifies compatibility\r\nwith Documenter v1.",
          "is_bot": false,
          "headline": "Fix docs errors (#491)",
          "author_name": "Eric Hanson",
          "author_login": "ericphanson",
          "committed_at": "2023-10-16T11:13:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42a46f5087ffb6a1f4e03cfe5d2236b646a6656f",
          "body": "Co-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>",
          "is_bot": false,
          "headline": "bump (#488)",
          "author_name": "Joao Aparicio",
          "author_login": "JoaoAparicio",
          "committed_at": "2023-10-15T21:03:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95efe954784062a115c2a5af15f5c4dbde3fe6f3",
          "body": "The previous link was broken, giving error 404.",
          "is_bot": false,
          "headline": "Fix documentation link (#478)",
          "author_name": "Guilherme Bodin",
          "author_login": "guilhermebodin",
          "committed_at": "2023-07-29T20:27:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d6695626fbd1f4db5b5da5b0b137893d16871fc6",
          "body": null,
          "is_bot": false,
          "headline": "Fix example in Arrow.Writer (#480)",
          "author_name": "Guilherme Bodin",
          "author_login": "guilhermebodin",
          "committed_at": "2023-07-29T19:42:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7eaf0b234cc5c9816537dd39bcd3fd9351c3e2e9",
          "body": null,
          "is_bot": false,
          "headline": "Fix documentation example for Arrow.Writer (#479)",
          "author_name": "Guilherme Bodin",
          "author_login": "guilhermebodin",
          "committed_at": "2023-07-29T10:32:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8d2203b07380e1423723b5bfe32356aa1239284",
          "body": "Should fix #336.\r\n\r\nFor more context, see the [same\r\nfix](https://github.com/JuliaData/CSV.jl/commit/077e177e359c0b58e2d6db0b660a235a2ee54228)\r\nwe made for this in CSV.jl.\r\n\r\nBasically, objects interpolated into or returned from spawned tasks can\r\nbe unexpectedly kept alive long after the task has f\n[…]\ngarbage-collected due to individual threads\r\nholding the most recent task as a reference. Using `@wkspawn` ensures\r\ntasks themselves don't hold references to any of these once they're done\r\nexecuting.",
          "is_bot": false,
          "headline": "Use wkspawn from ConcurrentUtilities instead of Threads.spawn (#469)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-14T12:16:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fc7cc2d7512c9699cb73109c5b646b6d377fce36",
          "body": "I used the default JuliaFormatter options, but we can customize them if\r\nwe want to with a `.JuliaFormatter.toml` file. Details available here:\r\n\r\nhttps://domluna.github.io/JuliaFormatter.jl\r\n\r\nFixes #398.  CC: @svilupp",
          "is_bot": false,
          "headline": "Formatting (#464)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-14T00:16:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce8b581a7d5b53f88d48ef651a19b02425af6e21",
          "body": "Implements @kou's suggestion in\r\n\r\nhttps://github.com/apache/arrow-julia/issues/463#issuecomment-1588454604.",
          "is_bot": false,
          "headline": "Try to fix docs by publishing to apache infra (#468)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-13T16:23:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c439bac84d1f4f59180837338d3b2eb0ec6de6c",
          "body": "Fixes #461. This is the other proposal from what I originally suggested.\r\nThough `Tuple{Varag}` is never the concrete type of a value in Julia, it\r\ncomes up when dealing with structs with fields that have Vararg types;\r\nnot common at all, but it's allowed and happens.\r\n\r\nThe reflection code here is \n[…]\nto see if a tuple has a vararg element.\r\nI've commented out the Arrow/runtests test for now until we bump another\r\nversion and can then uncomment. Unit tests are added for ArrowTypes in\r\nthe meantime.",
          "is_bot": false,
          "headline": "Ensure that ArrowTypes.default is defined for Vararg tuples (#466)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-13T13:44:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a48407886eae3acf54ee3d43e7e8ed3836d234b7",
          "body": "Fixes #392",
          "is_bot": false,
          "headline": "Fix typo in passing largelists keyword arg (#467)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-13T13:40:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5532270a27ce33ce98e640f28a8f597680786042",
          "body": "1. Re-enable commented-out test from #456\r\n2. Use separate test-specific Project.toml to allow for test-specific\r\ncompat (and remove compat shim)\r\n3. Replace testing println with testsets",
          "is_bot": false,
          "headline": "cleanup testing (#462)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-12T16:24:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f1d51a2c975bd83cbaf70c5f640762c6a0bccaf",
          "body": null,
          "is_bot": false,
          "headline": "Bump Arrow & ArrowTypes versions (#460)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-09T13:27:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5231195705fc8ccb122d04da762e08f454e09cef",
          "body": "`similar(::Type{<:SubArray})` doesn't exist. This change should handle\r\nit gracefully.\r\n\r\n---------\r\n\r\nCo-authored-by: Jacob Quinn <quinn.jacobd@gmail.com>",
          "is_bot": false,
          "headline": "implement default for SubArray (#456)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-09T03:26:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "074c7a77b821b608ab085c498ef328f4f455375e",
          "body": "Fixes issue reported by @Moelf in #458.\r\n\r\nThe issue is we need to get the eltype from the recursively built child\r\narray instead of as a top-level translation of the current field type.",
          "is_bot": false,
          "headline": "Fix case of recursively nested lists (#459)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-08T15:39:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f039a5e929e0a6d253788e4cf78b5e956841772f",
          "body": "Should fix #416.\r\n\r\n---------\r\n\r\nCo-authored-by: Sutou Kouhei <kou@clear-code.com>",
          "is_bot": false,
          "headline": "Fix various links/urls for apache/arrow-julia (#457)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-07T15:15:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d1114e180ef11f9d3bbe310b2eb856550cfbeb3",
          "body": null,
          "is_bot": false,
          "headline": "Update Project.toml",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-06T21:30:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b6d412685bfebb7164694cd55339aa7fe974f74",
          "body": "Includes the bug-fix from #453 / #454",
          "is_bot": false,
          "headline": "bump version for new release (#455)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-06T18:59:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7044e19849382129e0712133ee5ebb13310f53ee",
          "body": "I introduced this bug in #389 - my apologies.  Fixes #453.",
          "is_bot": false,
          "headline": "#453 fix typeo introduced in #389 (#454)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-06T18:17:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8aed96998ace1010580a74d03222770140acd579",
          "body": "… (#451)\n\nfixes #450",
          "is_bot": false,
          "headline": "release: Add how to register ArrowTypes to the Julia General Registry…",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2023-06-06T03:36:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e57bdab3171df107fba887e50e34632f8a71096b",
          "body": "Fixes #437. Thanks to @DrChainsaw for the investigation, proposed fix,\r\nand test file.",
          "is_bot": false,
          "headline": "Fix case where compressed file reports non-zero buffer length (#448)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-05T13:52:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "771db0a31685e6b12e8b576685b7d8d5c573b855",
          "body": "I think we've merged enough PRs that we should probably cut a release.",
          "is_bot": false,
          "headline": "bump version of Arrow and ArrowTypes to prepare for new release (#447)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-02T20:35:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "784b27bc81ea227f5556106d948db42d79b84fcb",
          "body": null,
          "is_bot": false,
          "headline": "fix Base.eltype methods and functions that take Type parameters (#404)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-02T17:12:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e295928b879b65180f89fb47fb3bbcfcb4053045",
          "body": null,
          "is_bot": false,
          "headline": "Return SubArrays when possible for arrow list types (#446)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-02T17:11:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1b53263cd73a4a8fb61cfb7c0392a92239fe43e",
          "body": "Implement Base.isdone for Arrow.Stream\r\n\r\n\r\nhttps://github.com/JuliaLang/julia/blob/v1.8.5/base/essentials.jl#L882-L895\r\n\r\nThis enables calling `Base.isempty(::Arrow.Stream)` without affecting\r\nthe state of the Arrow.Stream object.",
          "is_bot": false,
          "headline": "Base.isdone for Stream (#428)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-05-31T00:14:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6fe4ec0058657a5fe9a18b226a54a03a56d5bf81",
          "body": "Fixes #396.\r\n\r\nAs noted in the originally reported issue, enabling debug logging when\r\nwriting arrow data with compression can result in segfaults because the\r\nunderlying CodecX package have debug logs, causing task\r\nswitches/migration and thus making the pattern of using a single\r\n`X_COMPRESSOR` ar\n[…]\nI've added\r\n@svilupp as a co-author here since they started the original movement\r\nfor the code to go in this direction.\r\n\r\n---------\r\n\r\nCo-authored-by: J S <49557684+svilupp@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Refactor compressors/decompressors for laziness + safety (#445)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-05-30T18:52:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "36f895860c046b8b10224cfad44bf43c0992c4bf",
          "body": "This allows users to read Arrow files while they're being written even\r\nwhen not using IPC mode. This is accomplished by removing the\r\nrequirement that the data must end with the magic \"ARROW1\".",
          "is_bot": false,
          "headline": "enable incremental reads of arrow-formatted files (#408)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-05-26T20:12:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9385a9129b669ebeea1c69eaf40825bab2228719",
          "body": "We had this functionality w/ `Arrow.Stream`, but it's convenient and not\r\nthat expensive to define it for `Arrow.Table` as well.\r\n\r\nFixes #293.",
          "is_bot": false,
          "headline": "Add Tables.partitions definition for Arrow.Table (#443)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-05-25T21:45:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94f7e37f637878c9850ebe345664011a636e3ecb",
          "body": "…382)\n\nCloses #375 \r\n\r\nThis PR fixes a problem in reading an Arrow IPC file generated by C#\r\nApache.Arrow 10.0.1 where the last recursive iteration to get the\r\ndictionaries returns `nothing` instead of an empty iterable.",
          "is_bot": false,
          "headline": "Get dictionaries of children only when field.children not nothing  (#…",
          "author_name": "Önder Kartal",
          "author_login": "okartal",
          "committed_at": "2023-05-25T20:27:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebf9fcf1b0ebea7153a9fe24c65c271d13e164eb",
          "body": "Successor to https://github.com/apache/arrow-julia/pull/309",
          "is_bot": false,
          "headline": "Remove scopedenum for EnumX (#444)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-05-25T12:56:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3008e7feaa37d9bd0e1cc03572ea855e2c2d97ca",
          "body": "It's unclear why other language implementations will have a compression\r\nset for arrow data, then indicate that the length is -1, as a sentinel\r\nvalue that the data is actually _not_ compressed. But since they do, we\r\ncan handle that case pretty easily. I'm basically just adding a test\r\nhere from @DrChainsaw's original PR (#436 ).",
          "is_bot": false,
          "headline": "Handle len of -1 in \"compressed\" buffers from other languages (#442)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-05-23T15:32:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94749c07d96cf69659e079f8f0702913f8ed76d9",
          "body": "Fix #435 \r\n\r\nHipshot PR from the github API. Not sure how to add tests for this if\r\nneeded. It reads my files correctly at least :)",
          "is_bot": false,
          "headline": "Add handling of len = -1 in uncompress (#436)",
          "author_name": "DrChainsaw",
          "author_login": "DrChainsaw",
          "committed_at": "2023-05-22T22:44:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "899ecb0207bb6e4f1c50d9a17dc779d87f5031aa",
          "body": "Fixes #411. Alternative to #419.\r\n\r\nThis PR should be compatible with or without the ArrowTypes changes. I\r\nthink it's fine to do compat things in Arrow like this as long as they\r\ndon't get out of hand and we can eventually remove them as we bump\r\nrequired ArrowTypes versions and such.\r\n\r\nThe PR con\n[…]\nt for \"binary string\"s. Julia has a pretty good match\r\nfor that in `Base.CodeUnits`, so instead, we use that to write Binary\r\nand `Vector{UInt8}` is treated as a regular List of Primitive UInt8\r\ntype.",
          "is_bot": false,
          "headline": "Don't treat Vector{UInt8} as Arrow Binary type (#439)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-05-19T14:15:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b2a832eae1071e0cee211b211039a74a838def11",
          "body": null,
          "is_bot": false,
          "headline": "Bump BitIntegers compat (#441)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-05-19T12:34:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e893c327f177f5a4d5efeab831df0fe93ab4ec5b",
          "body": null,
          "is_bot": false,
          "headline": "Run with 1 and 2 threads during tests (#431)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-04-23T21:31:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "686ab570b831035715cb58f666233ec673e50d8f",
          "body": null,
          "is_bot": false,
          "headline": "Bump Arrow + ArrowTypes versions (#407)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-04-17T23:19:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6c44ddbe0fb0c336fad31aa5a84f0b167495d31",
          "body": "Closes #429.  Related to #345.",
          "is_bot": false,
          "headline": "#429 fix alignment for compressed data (#430)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-04-15T05:05:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3feee6aaf6cff791820e432198f47b0700045d8",
          "body": "Co-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>\r\nCo-authored-by: Sutou Kouhei <kou@cozmixng.org>",
          "is_bot": false,
          "headline": "add dev CI for monorepo (#424)",
          "author_name": "Jerry Ling",
          "author_login": "Moelf",
          "committed_at": "2023-04-12T23:22:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22088f1cb59bcd99fbffbf9d8248e491690dbfd9",
          "body": "This is to get #415 released to allow writing wide (more than 65535\r\ncolumns) tables to Arrow.\r\n\r\n@kou, could you take it from here?",
          "is_bot": false,
          "headline": "Bump patch version (#423)",
          "author_name": "Simone Carlo Surace",
          "author_login": "simsurace",
          "committed_at": "2023-04-11T15:54:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8f8d8e2a44822a8c31ed354cd7d10e9d76ffcc3",
          "body": "If we let transcode to its own allocation it will allocate a small\r\nvector, start filling it, resize the vector, fill it some more, resize\r\nthe vector, etc.\r\n\r\nInstead in this commit we pre-allocate a vector of the corect size and\r\npass it to transcode().\r\n\r\nInspired by https://github.com/apache/arrow-julia/pull/399",
          "is_bot": false,
          "headline": "Pre-allocate buffer (#422)",
          "author_name": "Joao Aparicio",
          "author_login": "JoaoAparicio",
          "committed_at": "2023-04-11T15:52:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a42df8b3a1e1f2fce806432215b2aad4018f6fc",
          "body": "Tests under \"misc\" aren't bundled into testsets. As a consequence, tests\r\nterminate when the first misc test fails, making it difficult to get a\r\ngood picture of how many failing misc tests remain.\r\n\r\nIn this commit I've bundled misc tests into testsets.\r\n\r\nFor example, in (unrelated) work that I'm \n[…]\n total misc tests.\r\nBefore it would just show 1 error out of 69 misc tests, as it was\r\nstopping early.\r\nDoes anyone else like this?\r\n\r\nCo-authored-by: Joao Aparicio <joao.aparicio@mavensecurities.com>",
          "is_bot": false,
          "headline": "Add @testsets for misc tests (#421)",
          "author_name": "Joao Aparicio",
          "author_login": "JoaoAparicio",
          "committed_at": "2023-04-11T15:51:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c469151d4ff261b50c59bf98101f068fa577fca4",
          "body": "Closes #414 \r\n\r\n`Tables.Schema` does not store names in the type parameters if there are\r\nmore than `(2^16) - 1` columns:\r\n\r\n\r\nhttps://github.com/JuliaData/Tables.jl/blob/2cb13998e856692ed273c931b83477caf8b7b020/src/Tables.jl#L477-L483\r\n\r\n---------\r\n\r\nCo-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Use `getproperty` instead of type parameter to get names (#415)",
          "author_name": "Simone Carlo Surace",
          "author_login": "simsurace",
          "committed_at": "2023-04-07T11:08:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "adf6ab8e39b38723a805eeb46d2b100a6855ec69",
          "body": "Fixes the deprecation introduced in JuliaLang/julia#39448 (Julia v1.7+)",
          "is_bot": false,
          "headline": "Fix deprecation of getproperty(::Pairs, s) (#409)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-03-23T05:27:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 38,
      "commits_last_year": 23,
      "latest_release_at": "2026-01-14T05:15:35Z",
      "latest_release_tag": "v2.8.1",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 15,
      "days_since_latest_release": 188,
      "mean_days_between_releases": 105.9
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 62,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 78,
      "stars": 310,
      "watchers": 27,
      "fork_history": {
        "days": [
          {
            "date": "2020-08-29",
            "count": 1
          },
          {
            "date": "2020-09-12",
            "count": 1
          },
          {
            "date": "2020-09-29",
            "count": 1
          },
          {
            "date": "2020-10-04",
            "count": 1
          },
          {
            "date": "2020-10-17",
            "count": 1
          },
          {
            "date": "2020-11-16",
            "count": 1
          },
          {
            "date": "2020-11-18",
            "count": 1
          },
          {
            "date": "2020-12-22",
            "count": 1
          },
          {
            "date": "2020-12-26",
            "count": 1
          },
          {
            "date": "2021-01-28",
            "count": 1
          },
          {
            "date": "2021-02-11",
            "count": 1
          },
          {
            "date": "2021-03-04",
            "count": 1
          },
          {
            "date": "2021-03-23",
            "count": 1
          },
          {
            "date": "2021-03-27",
            "count": 1
          },
          {
            "date": "2021-03-31",
            "count": 1
          },
          {
            "date": "2021-04-14",
            "count": 1
          },
          {
            "date": "2021-04-17",
            "count": 1
          },
          {
            "date": "2021-05-12",
            "count": 1
          },
          {
            "date": "2021-05-28",
            "count": 1
          },
          {
            "date": "2021-07-05",
            "count": 1
          },
          {
            "date": "2021-07-07",
            "count": 1
          },
          {
            "date": "2021-07-20",
            "count": 1
          },
          {
            "date": "2021-10-06",
            "count": 1
          },
          {
            "date": "2021-10-12",
            "count": 1
          },
          {
            "date": "2021-12-17",
            "count": 1
          },
          {
            "date": "2021-12-28",
            "count": 1
          },
          {
            "date": "2021-12-29",
            "count": 2
          },
          {
            "date": "2021-12-30",
            "count": 1
          },
          {
            "date": "2022-01-10",
            "count": 1
          },
          {
            "date": "2022-01-11",
            "count": 1
          },
          {
            "date": "2022-01-31",
            "count": 1
          },
          {
            "date": "2022-03-03",
            "count": 1
          },
          {
            "date": "2022-03-16",
            "count": 1
          },
          {
            "date": "2022-04-29",
            "count": 1
          },
          {
            "date": "2022-05-07",
            "count": 1
          },
          {
            "date": "2022-07-27",
            "count": 1
          },
          {
            "date": "2022-09-03",
            "count": 1
          },
          {
            "date": "2022-09-13",
            "count": 1
          },
          {
            "date": "2022-10-28",
            "count": 2
          },
          {
            "date": "2022-11-15",
            "count": 1
          },
          {
            "date": "2022-12-02",
            "count": 1
          },
          {
            "date": "2023-01-15",
            "count": 1
          },
          {
            "date": "2023-01-26",
            "count": 1
          },
          {
            "date": "2023-03-05",
            "count": 1
          },
          {
            "date": "2023-03-17",
            "count": 1
          },
          {
            "date": "2023-04-02",
            "count": 1
          },
          {
            "date": "2023-04-06",
            "count": 1
          },
          {
            "date": "2023-04-07",
            "count": 1
          },
          {
            "date": "2023-05-04",
            "count": 1
          },
          {
            "date": "2023-07-29",
            "count": 1
          },
          {
            "date": "2023-09-20",
            "count": 1
          },
          {
            "date": "2023-09-24",
            "count": 1
          },
          {
            "date": "2023-11-30",
            "count": 1
          },
          {
            "date": "2023-12-09",
            "count": 1
          },
          {
            "date": "2024-04-11",
            "count": 1
          },
          {
            "date": "2024-04-16",
            "count": 1
          },
          {
            "date": "2024-11-28",
            "count": 1
          },
          {
            "date": "2024-12-19",
            "count": 1
          },
          {
            "date": "2025-01-07",
            "count": 1
          },
          {
            "date": "2025-03-01",
            "count": 1
          },
          {
            "date": "2025-03-19",
            "count": 1
          },
          {
            "date": "2025-08-30",
            "count": 1
          },
          {
            "date": "2025-10-20",
            "count": 1
          },
          {
            "date": "2025-10-28",
            "count": 1
          },
          {
            "date": "2025-11-03",
            "count": 1
          },
          {
            "date": "2025-11-17",
            "count": 1
          },
          {
            "date": "2025-12-10",
            "count": 1
          },
          {
            "date": "2026-02-27",
            "count": 1
          },
          {
            "date": "2026-03-05",
            "count": 1
          },
          {
            "date": "2026-03-28",
            "count": 1
          },
          {
            "date": "2026-05-12",
            "count": 1
          },
          {
            "date": "2026-05-13",
            "count": 1
          },
          {
            "date": "2026-06-10",
            "count": 1
          },
          {
            "date": "2026-06-11",
            "count": 1
          },
          {
            "date": "2026-07-06",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 77,
        "total_forks": 78
      },
      "star_history": {
        "days": [
          {
            "date": "2020-08-28",
            "count": 1
          },
          {
            "date": "2020-08-29",
            "count": 3
          },
          {
            "date": "2020-09-07",
            "count": 1
          },
          {
            "date": "2020-09-18",
            "count": 2
          },
          {
            "date": "2020-09-19",
            "count": 2
          },
          {
            "date": "2020-09-21",
            "count": 1
          },
          {
            "date": "2020-09-29",
            "count": 1
          },
          {
            "date": "2020-09-30",
            "count": 1
          },
          {
            "date": "2020-10-04",
            "count": 8
          },
          {
            "date": "2020-10-05",
            "count": 4
          },
          {
            "date": "2020-10-06",
            "count": 1
          },
          {
            "date": "2020-10-08",
            "count": 1
          },
          {
            "date": "2020-10-09",
            "count": 2
          },
          {
            "date": "2020-10-10",
            "count": 2
          },
          {
            "date": "2020-10-12",
            "count": 1
          },
          {
            "date": "2020-10-14",
            "count": 2
          },
          {
            "date": "2020-10-17",
            "count": 3
          },
          {
            "date": "2020-10-19",
            "count": 1
          },
          {
            "date": "2020-10-22",
            "count": 1
          },
          {
            "date": "2020-10-24",
            "count": 2
          },
          {
            "date": "2020-10-26",
            "count": 1
          },
          {
            "date": "2020-10-28",
            "count": 1
          },
          {
            "date": "2020-11-06",
            "count": 2
          },
          {
            "date": "2020-11-07",
            "count": 2
          },
          {
            "date": "2020-11-08",
            "count": 1
          },
          {
            "date": "2020-11-18",
            "count": 1
          },
          {
            "date": "2020-11-20",
            "count": 1
          },
          {
            "date": "2020-12-10",
            "count": 1
          },
          {
            "date": "2020-12-13",
            "count": 1
          },
          {
            "date": "2020-12-18",
            "count": 1
          },
          {
            "date": "2021-01-07",
            "count": 1
          },
          {
            "date": "2021-01-13",
            "count": 1
          },
          {
            "date": "2021-01-19",
            "count": 1
          },
          {
            "date": "2021-01-20",
            "count": 1
          },
          {
            "date": "2021-01-22",
            "count": 2
          },
          {
            "date": "2021-01-24",
            "count": 1
          },
          {
            "date": "2021-01-28",
            "count": 2
          },
          {
            "date": "2021-01-29",
            "count": 1
          },
          {
            "date": "2021-01-30",
            "count": 2
          },
          {
            "date": "2021-01-31",
            "count": 3
          },
          {
            "date": "2021-02-02",
            "count": 1
          },
          {
            "date": "2021-02-03",
            "count": 4
          },
          {
            "date": "2021-02-04",
            "count": 5
          },
          {
            "date": "2021-02-05",
            "count": 3
          },
          {
            "date": "2021-02-06",
            "count": 1
          },
          {
            "date": "2021-02-08",
            "count": 1
          },
          {
            "date": "2021-02-18",
            "count": 1
          },
          {
            "date": "2021-02-23",
            "count": 1
          },
          {
            "date": "2021-02-26",
            "count": 1
          },
          {
            "date": "2021-03-01",
            "count": 1
          },
          {
            "date": "2021-03-02",
            "count": 1
          },
          {
            "date": "2021-03-12",
            "count": 1
          },
          {
            "date": "2021-03-17",
            "count": 1
          },
          {
            "date": "2021-03-28",
            "count": 1
          },
          {
            "date": "2021-04-02",
            "count": 1
          },
          {
            "date": "2021-04-04",
            "count": 1
          },
          {
            "date": "2021-04-07",
            "count": 1
          },
          {
            "date": "2021-04-14",
            "count": 1
          },
          {
            "date": "2021-04-19",
            "count": 2
          },
          {
            "date": "2021-04-27",
            "count": 1
          },
          {
            "date": "2021-04-28",
            "count": 1
          },
          {
            "date": "2021-04-29",
            "count": 1
          },
          {
            "date": "2021-04-30",
            "count": 1
          },
          {
            "date": "2021-05-02",
            "count": 1
          },
          {
            "date": "2021-05-06",
            "count": 1
          },
          {
            "date": "2021-05-21",
            "count": 1
          },
          {
            "date": "2021-05-25",
            "count": 1
          },
          {
            "date": "2021-05-27",
            "count": 1
          },
          {
            "date": "2021-05-31",
            "count": 1
          },
          {
            "date": "2021-06-03",
            "count": 1
          },
          {
            "date": "2021-06-05",
            "count": 1
          },
          {
            "date": "2021-06-06",
            "count": 1
          },
          {
            "date": "2021-06-12",
            "count": 1
          },
          {
            "date": "2021-06-15",
            "count": 1
          },
          {
            "date": "2021-06-19",
            "count": 1
          },
          {
            "date": "2021-06-24",
            "count": 1
          },
          {
            "date": "2021-06-29",
            "count": 1
          },
          {
            "date": "2021-07-03",
            "count": 1
          },
          {
            "date": "2021-07-07",
            "count": 1
          },
          {
            "date": "2021-07-10",
            "count": 1
          },
          {
            "date": "2021-07-11",
            "count": 2
          },
          {
            "date": "2021-07-14",
            "count": 1
          },
          {
            "date": "2021-07-20",
            "count": 2
          },
          {
            "date": "2021-07-26",
            "count": 1
          },
          {
            "date": "2021-08-01",
            "count": 1
          },
          {
            "date": "2021-08-04",
            "count": 1
          },
          {
            "date": "2021-08-17",
            "count": 1
          },
          {
            "date": "2021-08-20",
            "count": 1
          },
          {
            "date": "2021-09-01",
            "count": 1
          },
          {
            "date": "2021-09-05",
            "count": 1
          },
          {
            "date": "2021-09-07",
            "count": 1
          },
          {
            "date": "2021-09-10",
            "count": 1
          },
          {
            "date": "2021-09-22",
            "count": 1
          },
          {
            "date": "2021-09-25",
            "count": 1
          },
          {
            "date": "2021-10-02",
            "count": 1
          },
          {
            "date": "2021-10-03",
            "count": 1
          },
          {
            "date": "2021-10-10",
            "count": 2
          },
          {
            "date": "2021-10-15",
            "count": 1
          },
          {
            "date": "2021-10-18",
            "count": 1
          },
          {
            "date": "2021-11-01",
            "count": 1
          },
          {
            "date": "2021-11-18",
            "count": 1
          },
          {
            "date": "2021-11-26",
            "count": 1
          },
          {
            "date": "2021-12-02",
            "count": 1
          },
          {
            "date": "2021-12-03",
            "count": 1
          },
          {
            "date": "2021-12-19",
            "count": 1
          },
          {
            "date": "2021-12-29",
            "count": 1
          },
          {
            "date": "2021-12-31",
            "count": 1
          },
          {
            "date": "2022-01-10",
            "count": 1
          },
          {
            "date": "2022-01-12",
            "count": 1
          },
          {
            "date": "2022-01-21",
            "count": 1
          },
          {
            "date": "2022-01-26",
            "count": 2
          },
          {
            "date": "2022-01-29",
            "count": 1
          },
          {
            "date": "2022-02-01",
            "count": 1
          },
          {
            "date": "2022-02-02",
            "count": 3
          },
          {
            "date": "2022-02-03",
            "count": 2
          },
          {
            "date": "2022-02-04",
            "count": 1
          },
          {
            "date": "2022-02-07",
            "count": 1
          },
          {
            "date": "2022-02-09",
            "count": 1
          },
          {
            "date": "2022-02-11",
            "count": 1
          },
          {
            "date": "2022-02-14",
            "count": 1
          },
          {
            "date": "2022-02-17",
            "count": 1
          },
          {
            "date": "2022-03-30",
            "count": 1
          },
          {
            "date": "2022-04-08",
            "count": 1
          },
          {
            "date": "2022-04-18",
            "count": 1
          },
          {
            "date": "2022-04-22",
            "count": 1
          },
          {
            "date": "2022-04-26",
            "count": 1
          },
          {
            "date": "2022-05-07",
            "count": 4
          },
          {
            "date": "2022-05-21",
            "count": 1
          },
          {
            "date": "2022-05-28",
            "count": 1
          },
          {
            "date": "2022-06-01",
            "count": 1
          },
          {
            "date": "2022-06-05",
            "count": 1
          },
          {
            "date": "2022-06-09",
            "count": 1
          },
          {
            "date": "2022-06-17",
            "count": 1
          },
          {
            "date": "2022-06-18",
            "count": 1
          },
          {
            "date": "2022-06-20",
            "count": 1
          },
          {
            "date": "2022-06-28",
            "count": 1
          },
          {
            "date": "2022-06-29",
            "count": 1
          },
          {
            "date": "2022-07-06",
            "count": 1
          },
          {
            "date": "2022-07-14",
            "count": 1
          },
          {
            "date": "2022-07-23",
            "count": 1
          },
          {
            "date": "2022-07-31",
            "count": 1
          },
          {
            "date": "2022-08-11",
            "count": 1
          },
          {
            "date": "2022-08-18",
            "count": 2
          },
          {
            "date": "2022-08-27",
            "count": 1
          },
          {
            "date": "2022-09-20",
            "count": 1
          },
          {
            "date": "2022-10-07",
            "count": 1
          },
          {
            "date": "2022-10-09",
            "count": 1
          },
          {
            "date": "2022-10-14",
            "count": 1
          },
          {
            "date": "2022-10-19",
            "count": 1
          },
          {
            "date": "2022-10-26",
            "count": 1
          },
          {
            "date": "2022-10-28",
            "count": 1
          },
          {
            "date": "2022-11-01",
            "count": 1
          },
          {
            "date": "2022-11-02",
            "count": 2
          },
          {
            "date": "2022-11-07",
            "count": 1
          },
          {
            "date": "2022-11-08",
            "count": 1
          },
          {
            "date": "2022-11-15",
            "count": 1
          },
          {
            "date": "2022-11-16",
            "count": 1
          },
          {
            "date": "2022-11-18",
            "count": 1
          },
          {
            "date": "2022-11-21",
            "count": 1
          },
          {
            "date": "2022-11-26",
            "count": 1
          },
          {
            "date": "2022-12-03",
            "count": 1
          },
          {
            "date": "2022-12-10",
            "count": 1
          },
          {
            "date": "2022-12-20",
            "count": 1
          },
          {
            "date": "2022-12-22",
            "count": 1
          },
          {
            "date": "2022-12-29",
            "count": 1
          },
          {
            "date": "2023-01-05",
            "count": 1
          },
          {
            "date": "2023-01-13",
            "count": 1
          },
          {
            "date": "2023-01-20",
            "count": 1
          },
          {
            "date": "2023-01-25",
            "count": 1
          },
          {
            "date": "2023-01-26",
            "count": 1
          },
          {
            "date": "2023-02-02",
            "count": 1
          },
          {
            "date": "2023-02-08",
            "count": 1
          },
          {
            "date": "2023-02-14",
            "count": 1
          },
          {
            "date": "2023-02-24",
            "count": 1
          },
          {
            "date": "2023-02-25",
            "count": 1
          },
          {
            "date": "2023-03-07",
            "count": 1
          },
          {
            "date": "2023-03-08",
            "count": 1
          },
          {
            "date": "2023-03-14",
            "count": 1
          },
          {
            "date": "2023-03-15",
            "count": 1
          },
          {
            "date": "2023-03-17",
            "count": 1
          },
          {
            "date": "2023-03-19",
            "count": 1
          },
          {
            "date": "2023-03-20",
            "count": 1
          },
          {
            "date": "2023-03-21",
            "count": 1
          },
          {
            "date": "2023-03-25",
            "count": 1
          },
          {
            "date": "2023-04-02",
            "count": 1
          },
          {
            "date": "2023-04-12",
            "count": 3
          },
          {
            "date": "2023-04-15",
            "count": 1
          },
          {
            "date": "2023-04-18",
            "count": 1
          },
          {
            "date": "2023-04-27",
            "count": 1
          },
          {
            "date": "2023-05-06",
            "count": 1
          },
          {
            "date": "2023-05-23",
            "count": 1
          },
          {
            "date": "2023-06-05",
            "count": 1
          },
          {
            "date": "2023-06-10",
            "count": 1
          },
          {
            "date": "2023-06-13",
            "count": 1
          },
          {
            "date": "2023-06-16",
            "count": 1
          },
          {
            "date": "2023-06-21",
            "count": 1
          },
          {
            "date": "2023-07-15",
            "count": 1
          },
          {
            "date": "2023-07-16",
            "count": 1
          },
          {
            "date": "2023-07-25",
            "count": 1
          },
          {
            "date": "2023-08-01",
            "count": 1
          },
          {
            "date": "2023-08-02",
            "count": 1
          },
          {
            "date": "2023-08-10",
            "count": 1
          },
          {
            "date": "2023-09-07",
            "count": 1
          },
          {
            "date": "2023-09-20",
            "count": 1
          },
          {
            "date": "2023-10-08",
            "count": 1
          },
          {
            "date": "2023-10-18",
            "count": 1
          },
          {
            "date": "2023-10-20",
            "count": 1
          },
          {
            "date": "2023-12-08",
            "count": 1
          },
          {
            "date": "2023-12-10",
            "count": 1
          },
          {
            "date": "2024-01-05",
            "count": 1
          },
          {
            "date": "2024-01-09",
            "count": 1
          },
          {
            "date": "2024-01-21",
            "count": 1
          },
          {
            "date": "2024-01-23",
            "count": 1
          },
          {
            "date": "2024-03-02",
            "count": 1
          },
          {
            "date": "2024-03-09",
            "count": 1
          },
          {
            "date": "2024-03-15",
            "count": 1
          },
          {
            "date": "2024-04-01",
            "count": 1
          },
          {
            "date": "2024-04-03",
            "count": 1
          },
          {
            "date": "2024-05-24",
            "count": 1
          },
          {
            "date": "2024-05-29",
            "count": 1
          },
          {
            "date": "2024-06-03",
            "count": 1
          },
          {
            "date": "2024-06-05",
            "count": 1
          },
          {
            "date": "2024-06-10",
            "count": 1
          },
          {
            "date": "2024-06-16",
            "count": 1
          },
          {
            "date": "2024-06-24",
            "count": 1
          },
          {
            "date": "2024-07-22",
            "count": 1
          },
          {
            "date": "2024-08-29",
            "count": 1
          },
          {
            "date": "2024-11-04",
            "count": 1
          },
          {
            "date": "2024-11-25",
            "count": 1
          },
          {
            "date": "2024-12-03",
            "count": 1
          },
          {
            "date": "2024-12-21",
            "count": 1
          },
          {
            "date": "2024-12-26",
            "count": 1
          },
          {
            "date": "2025-02-12",
            "count": 1
          },
          {
            "date": "2025-02-21",
            "count": 1
          },
          {
            "date": "2025-04-23",
            "count": 1
          },
          {
            "date": "2025-04-29",
            "count": 1
          },
          {
            "date": "2025-06-09",
            "count": 1
          },
          {
            "date": "2025-06-18",
            "count": 1
          },
          {
            "date": "2025-07-22",
            "count": 1
          },
          {
            "date": "2025-08-30",
            "count": 1
          },
          {
            "date": "2025-08-31",
            "count": 1
          },
          {
            "date": "2025-10-08",
            "count": 1
          },
          {
            "date": "2025-10-10",
            "count": 1
          },
          {
            "date": "2025-10-20",
            "count": 1
          },
          {
            "date": "2025-10-23",
            "count": 1
          },
          {
            "date": "2025-11-20",
            "count": 1
          },
          {
            "date": "2025-12-03",
            "count": 1
          },
          {
            "date": "2026-01-12",
            "count": 1
          },
          {
            "date": "2026-02-01",
            "count": 1
          },
          {
            "date": "2026-02-08",
            "count": 1
          },
          {
            "date": "2026-02-13",
            "count": 1
          },
          {
            "date": "2026-02-23",
            "count": 1
          },
          {
            "date": "2026-04-08",
            "count": 1
          },
          {
            "date": "2026-05-18",
            "count": 1
          },
          {
            "date": "2026-06-22",
            "count": 1
          },
          {
            "date": "2026-06-29",
            "count": 1
          },
          {
            "date": "2026-07-06",
            "count": 1
          },
          {
            "date": "2026-07-15",
            "count": 1
          },
          {
            "date": "2026-07-21",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 310,
        "total_stars": 310
      },
      "open_issues_and_prs": 117
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 1831,
      "source_files_sampled": 1,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [],
      "advisories": {
        "error": "No resolved dependencies to assess",
        "scope": "repository_graph",
        "source": null,
        "findings": [],
        "collected": false,
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [],
        "collected": true,
        "truncated": false,
        "total_count": 0,
        "direct_count": 0,
        "indirect_count": 0
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 21,
        "merged_prs": 252,
        "open_issues": 96,
        "closed_ratio": 0.681,
        "closed_issues": 205,
        "closed_unmerged_prs": 34
      },
      "bus_factor": 2,
      "bot_contributors": 2,
      "top_contributors": [
        {
          "type": "User",
          "login": "quinnj",
          "commits": 147,
          "avatar_url": "https://avatars.githubusercontent.com/u/2896623?v=4"
        },
        {
          "type": "User",
          "login": "ExpandingMan",
          "commits": 36,
          "avatar_url": "https://avatars.githubusercontent.com/u/11379353?v=4"
        },
        {
          "type": "User",
          "login": "baumgold",
          "commits": 23,
          "avatar_url": "https://avatars.githubusercontent.com/u/4933671?v=4"
        },
        {
          "type": "User",
          "login": "kou",
          "commits": 23,
          "avatar_url": "https://avatars.githubusercontent.com/u/27350?v=4"
        },
        {
          "type": "User",
          "login": "jrevels",
          "commits": 19,
          "avatar_url": "https://avatars.githubusercontent.com/u/3277443?v=4"
        },
        {
          "type": "User",
          "login": "omus",
          "commits": 13,
          "avatar_url": "https://avatars.githubusercontent.com/u/1675958?v=4"
        },
        {
          "type": "User",
          "login": "ericphanson",
          "commits": 10,
          "avatar_url": "https://avatars.githubusercontent.com/u/5846501?v=4"
        },
        {
          "type": "User",
          "login": "palday",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/1677783?v=4"
        },
        {
          "type": "User",
          "login": "JoaoAparicio",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/5380486?v=4"
        },
        {
          "type": "User",
          "login": "davidanthoff",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/1036561?v=4"
        }
      ],
      "contributors_sampled": 46,
      "top_contributor_share": 0.441
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "CompatHelper.yml",
        "TagBot.yml",
        "ci.yml",
        "ci_nightly.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 3,
            "reason": "10 out of 30 merged PRs checked by a CI test -- score normalized to 3",
            "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": 7,
            "reason": "Found 14/18 approved changesets -- score normalized to 7",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 48 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 4,
            "reason": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
            "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": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "c66d7078c39dea39a16721e27f051b84cb73f063",
        "ran_at": "2026-07-21T20:32:10Z",
        "aggregate_score": 6.1,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/apache/arrow-julia",
    "host": "github.com",
    "name": "arrow-julia",
    "owner": "apache"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 67,
      "inputs": {
        "security": 61,
        "vitality": 66,
        "community": 64,
        "governance": 72,
        "engineering": 68
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 66,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 63,
            "inputs": {
              "commits_last_year": 23,
              "human_commit_share": 0.82,
              "days_since_last_push": 0,
              "active_weeks_last_year": 15
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "15/52 weeks with commits",
                "points": 10.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 15
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "23 commits in the last year",
                "points": 12.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 23
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "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": 70,
            "inputs": {
              "releases_count": 38,
              "latest_release_tag": "v2.8.1",
              "releases_from_tags": false,
              "days_since_latest_release": 188,
              "mean_days_between_releases": 105.9
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "38 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 38
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 188 days ago",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 188
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~105.9 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 105.9
                    }
                  }
                ],
                "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": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 40,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 40 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 40
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 64,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "forks": 78,
              "stars": 310,
              "watchers": 27,
              "growth_state": "organic",
              "growth_factor_pct": 100
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "310 stars",
                "points": 40.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 310
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "78 forks",
                "points": 15.7,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 78
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "27 watchers",
                "points": 7.9,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 27
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "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": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "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": "good",
        "name": "Sustainability & Governance",
        "value": 72,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 46,
              "top_contributor_share": 0.441
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 44% of commits",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 44
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "46 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 46
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 48 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "merged_prs": 252,
              "open_issues": 96,
              "closed_issues": 205,
              "issue_closed_ratio": 0.681,
              "closed_unmerged_prs": 34
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "68% of issues closed",
                "points": 31.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 68
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "252/286 decided PRs merged",
                "points": 33.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 252,
                      "decided": 286
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 14/18 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 23511,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "apache",
              "public_repos": 3146,
              "account_age_days": 6394
            },
            "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": "23,511 followers of apache",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 23511,
                      "login": "apache"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "3146 public repos, account ~17 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 3146
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 17
                    }
                  }
                ],
                "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": 68,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 54,
            "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": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": "10 out of 30 merged PRs checked by a CI test -- score normalized to 3",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "julia",
                "apache-arrow"
              ],
              "has_wiki": false,
              "homepage": "https://arrow.apache.org/julia/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://arrow.apache.org/julia/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "2 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "10 out of 30 merged PRs checked by a CI test -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 14/18 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 48 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": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "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": 14
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 39,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.927,
              "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": "76 of 82 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 76,
                      "sampled": 82
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.17
            },
            "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "17 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 17,
                      "sampled": 100
                    }
                  }
                ],
                "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": 55,
            "inputs": {
              "primary_language": "Julia",
              "largest_source_bytes": 1831,
              "source_files_sampled": 1,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Julia without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Julia"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/1 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": "2026-07-21T20:32:38.610954Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/apache/arrow-julia.svg",
  "full_name": "apache/arrow-julia",
  "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 v0.23.0 — повна методологія · вікі метрик.

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