flyteorg / flytekit

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

每个点涵盖 7 天。

来自 GitHub 依赖图的完整解析依赖集合：143 个直接依赖与 597 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 669 个包，其中也包含从不交付的开发与测试版本固定：97 个存在已知公告，28 个为直接依赖。 有 71 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

{
  "data": {
    "repo": {
      "topics": [
        "flyte",
        "flyte-tasks",
        "pypi",
        "spark",
        "workflows",
        "sdk",
        "python",
        "mlops",
        "extensible",
        "automation",
        "data-science",
        "data",
        "hacktoberfest"
      ],
      "is_fork": false,
      "size_kb": 43731,
      "has_wiki": false,
      "homepage": "https://docs.flyte.org/en/latest/api/flytekit/docs_index.html",
      "languages": {
        "CSS": 699,
        "HTML": 3458,
        "Shell": 9209,
        "Python": 5901848,
        "Makefile": 6277,
        "Dockerfile": 6593
      },
      "pushed_at": "2026-07-21T17:19:07Z",
      "created_at": "2019-08-21T17:38:38Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T17:19:14Z",
      "description": "Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible. ",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://flyte.org",
      "name": "Flyte",
      "type": "Organization",
      "login": "flyteorg",
      "company": null,
      "location": null,
      "followers": 338,
      "avatar_url": "https://avatars.githubusercontent.com/u/35380635?v=4",
      "created_at": "2018-01-12T18:57:57Z",
      "is_verified": null,
      "public_repos": 49,
      "account_age_days": 3112
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": null,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.16.26",
          "kind": "patch",
          "published_at": "2026-07-16T16:54:54Z"
        },
        {
          "tag": "v1.16.25",
          "kind": "patch",
          "published_at": "2026-07-07T18:01:45Z"
        },
        {
          "tag": "v1.16.24",
          "kind": "patch",
          "published_at": "2026-06-23T06:38:14Z"
        },
        {
          "tag": "v1.16.23",
          "kind": "patch",
          "published_at": "2026-06-02T06:11:40Z"
        },
        {
          "tag": "v1.16.22",
          "kind": "patch",
          "published_at": "2026-05-28T17:55:07Z"
        },
        {
          "tag": "v1.16.21",
          "kind": "patch",
          "published_at": "2026-05-18T21:19:21Z"
        },
        {
          "tag": "v1.16.21b0",
          "kind": "other",
          "published_at": "2026-05-18T20:29:23Z"
        },
        {
          "tag": "v1.16.20",
          "kind": "patch",
          "published_at": "2026-05-04T17:54:00Z"
        },
        {
          "tag": "v1.16.19",
          "kind": "patch",
          "published_at": "2026-04-13T19:50:02Z"
        },
        {
          "tag": "v1.16.18",
          "kind": "patch",
          "published_at": "2026-04-13T19:28:30Z"
        },
        {
          "tag": "v1.16.17",
          "kind": "patch",
          "published_at": "2026-04-10T22:46:51Z"
        },
        {
          "tag": "v1.16.16",
          "kind": "patch",
          "published_at": "2026-04-03T16:07:25Z"
        },
        {
          "tag": "v1.16.15",
          "kind": "patch",
          "published_at": "2026-03-11T03:59:37Z"
        },
        {
          "tag": "v1.16.14",
          "kind": "patch",
          "published_at": "2026-02-13T18:11:13Z"
        },
        {
          "tag": "v1.16.13",
          "kind": "patch",
          "published_at": "2026-02-11T21:09:21Z"
        },
        {
          "tag": "v1.16.12",
          "kind": "patch",
          "published_at": "2026-01-09T19:59:55Z"
        },
        {
          "tag": "v1.16.12a0",
          "kind": "other",
          "published_at": "2025-12-24T21:54:34Z"
        },
        {
          "tag": "v1.16.11",
          "kind": "patch",
          "published_at": "2025-12-06T01:07:56Z"
        },
        {
          "tag": "v1.16.10",
          "kind": "patch",
          "published_at": "2025-11-25T05:17:36Z"
        },
        {
          "tag": "v1.16.9",
          "kind": "patch",
          "published_at": "2025-11-03T23:24:00Z"
        },
        {
          "tag": "v1.16.8",
          "kind": "patch",
          "published_at": "2025-10-29T01:45:53Z"
        },
        {
          "tag": "v1.16.7",
          "kind": "patch",
          "published_at": "2025-10-28T17:35:02Z"
        },
        {
          "tag": "v1.16.6",
          "kind": "patch",
          "published_at": "2025-10-21T16:34:01Z"
        },
        {
          "tag": "v1.16.5",
          "kind": "patch",
          "published_at": "2025-09-25T19:13:58Z"
        },
        {
          "tag": "v1.16.4",
          "kind": "patch",
          "published_at": "2025-09-13T00:58:36Z"
        },
        {
          "tag": "v1.16.3",
          "kind": "patch",
          "published_at": "2025-07-17T18:55:42Z"
        },
        {
          "tag": "v1.16.2",
          "kind": "patch",
          "published_at": "2025-07-16T17:54:17Z"
        },
        {
          "tag": "v1.16.2b1",
          "kind": "other",
          "published_at": "2025-07-07T20:31:25Z"
        },
        {
          "tag": "v1.16.2b0",
          "kind": "other",
          "published_at": "2025-06-30T20:48:20Z"
        },
        {
          "tag": "v1.14.9",
          "kind": "patch",
          "published_at": "2025-06-23T20:40:17Z"
        },
        {
          "tag": "v1.16.1",
          "kind": "patch",
          "published_at": "2025-06-10T16:12:58Z"
        },
        {
          "tag": "v1.16.1b0",
          "kind": "other",
          "published_at": "2025-06-03T18:11:14Z"
        },
        {
          "tag": "v1.16.0",
          "kind": "minor",
          "published_at": "2025-05-30T22:38:07Z"
        },
        {
          "tag": "v1.14.8",
          "kind": "patch",
          "published_at": "2025-04-23T06:56:53Z"
        },
        {
          "tag": "v1.15.4",
          "kind": "patch",
          "published_at": "2025-04-22T23:05:25Z"
        },
        {
          "tag": "v1.16.0b7",
          "kind": "other",
          "published_at": "2025-04-21T17:50:25Z"
        },
        {
          "tag": "v1.16.0b6",
          "kind": "other",
          "published_at": "2025-04-10T19:59:10Z"
        },
        {
          "tag": "1.16.0b5",
          "kind": "other",
          "published_at": "2025-04-10T10:45:48Z"
        },
        {
          "tag": "1.16.0b4",
          "kind": "other",
          "published_at": "2025-04-10T03:50:04Z"
        },
        {
          "tag": "v1.16.0b3",
          "kind": "other",
          "published_at": "2025-04-09T01:08:36Z"
        },
        {
          "tag": "1.16.0b2",
          "kind": "other",
          "published_at": "2025-04-08T22:01:42Z"
        },
        {
          "tag": "1.16.0b1",
          "kind": "other",
          "published_at": "2025-03-28T09:57:06Z"
        },
        {
          "tag": "1.16.0b0",
          "kind": "other",
          "published_at": "2025-03-17T21:08:41Z"
        },
        {
          "tag": "v1.15.3",
          "kind": "patch",
          "published_at": "2025-03-14T20:27:47Z"
        },
        {
          "tag": "v1.15.2",
          "kind": "patch",
          "published_at": "2025-03-10T23:52:34Z"
        },
        {
          "tag": "v1.15.1",
          "kind": "patch",
          "published_at": "2025-03-07T21:19:38Z"
        },
        {
          "tag": "v1.15.1b0",
          "kind": "other",
          "published_at": "2025-02-28T14:58:25Z"
        },
        {
          "tag": "v1.14.7",
          "kind": "patch",
          "published_at": "2025-02-25T18:42:05Z"
        },
        {
          "tag": "v1.15.0",
          "kind": "minor",
          "published_at": "2025-02-15T01:57:36Z"
        },
        {
          "tag": "v1.15.0b5",
          "kind": "other",
          "published_at": "2025-02-13T21:37:23Z"
        },
        {
          "tag": "v1.15.0b4",
          "kind": "other",
          "published_at": "2025-02-12T04:38:36Z"
        },
        {
          "tag": "v1.15.0b3",
          "kind": "other",
          "published_at": "2025-02-11T01:51:24Z"
        },
        {
          "tag": "v1.15.0b2",
          "kind": "other",
          "published_at": "2025-02-05T18:10:43Z"
        },
        {
          "tag": "v1.14.6",
          "kind": "patch",
          "published_at": "2025-01-25T01:20:58Z"
        },
        {
          "tag": "v1.14.5",
          "kind": "patch",
          "published_at": "2025-01-24T01:08:21Z"
        },
        {
          "tag": "v1.15.0b1",
          "kind": "other",
          "published_at": "2025-01-23T15:46:04Z"
        },
        {
          "tag": "v1.14.4",
          "kind": "patch",
          "published_at": "2025-01-13T20:44:43Z"
        },
        {
          "tag": "v1.15.0b0",
          "kind": "other",
          "published_at": "2025-01-02T20:47:09Z"
        },
        {
          "tag": "v1.14.3",
          "kind": "patch",
          "published_at": "2024-12-26T22:42:11Z"
        },
        {
          "tag": "v1.14.2",
          "kind": "patch",
          "published_at": "2024-12-17T17:12:19Z"
        },
        {
          "tag": "v1.14.1",
          "kind": "patch",
          "published_at": "2024-12-16T20:08:59Z"
        },
        {
          "tag": "v1.15.0a1",
          "kind": "other",
          "published_at": "2024-12-11T17:13:02Z"
        },
        {
          "tag": "v1.15.0a0",
          "kind": "other",
          "published_at": "2024-12-10T19:51:19Z"
        },
        {
          "tag": "v1.13.15",
          "kind": "patch",
          "published_at": "2024-12-09T20:09:44Z"
        },
        {
          "tag": "v1.14.0",
          "kind": "minor",
          "published_at": "2024-12-06T23:33:07Z"
        },
        {
          "tag": "v1.13.14",
          "kind": "patch",
          "published_at": "2024-11-22T22:16:28Z"
        },
        {
          "tag": "v1.14.0b6",
          "kind": "other",
          "published_at": "2024-11-07T19:02:52Z"
        },
        {
          "tag": "v1.13.13",
          "kind": "patch",
          "published_at": "2024-11-05T22:33:57Z"
        },
        {
          "tag": "v1.14.0b5",
          "kind": "other",
          "published_at": "2024-11-04T15:14:22Z"
        },
        {
          "tag": "v1.13.12",
          "kind": "patch",
          "published_at": "2024-10-31T00:34:22Z"
        },
        {
          "tag": "v1.14.0b4",
          "kind": "other",
          "published_at": "2024-10-29T00:29:06Z"
        },
        {
          "tag": "v1.13.11",
          "kind": "patch",
          "published_at": "2024-10-23T17:10:26Z"
        },
        {
          "tag": "v1.14.0b3",
          "kind": "other",
          "published_at": "2024-10-23T00:32:47Z"
        },
        {
          "tag": "v1.13.10",
          "kind": "patch",
          "published_at": "2024-10-23T00:50:20Z"
        },
        {
          "tag": "v1.14.0b2",
          "kind": "other",
          "published_at": "2024-10-17T23:45:54Z"
        },
        {
          "tag": "v1.13.9",
          "kind": "patch",
          "published_at": "2024-10-17T01:18:14Z"
        },
        {
          "tag": "v1.14.0b1",
          "kind": "other",
          "published_at": "2024-10-12T01:31:13Z"
        },
        {
          "tag": "v1.13.8",
          "kind": "patch",
          "published_at": "2024-10-08T19:06:43Z"
        },
        {
          "tag": "v1.14.0b0",
          "kind": "other",
          "published_at": "2024-10-02T19:51:18Z"
        },
        {
          "tag": "v1.13.7",
          "kind": "patch",
          "published_at": "2024-10-02T16:22:58Z"
        },
        {
          "tag": "v1.13.6",
          "kind": "patch",
          "published_at": "2024-10-01T14:35:24Z"
        },
        {
          "tag": "v1.13.6b2",
          "kind": "other",
          "published_at": "2024-09-18T21:22:25Z"
        },
        {
          "tag": "v1.13.6b1",
          "kind": "other",
          "published_at": "2024-09-18T17:19:36Z"
        },
        {
          "tag": "v1.13.6b0",
          "kind": "other",
          "published_at": "2024-09-16T17:05:10Z"
        },
        {
          "tag": "v1.13.5",
          "kind": "patch",
          "published_at": "2024-08-28T19:44:09Z"
        },
        {
          "tag": "v1.13.4",
          "kind": "patch",
          "published_at": "2024-08-15T18:48:43Z"
        },
        {
          "tag": "v1.13.3",
          "kind": "patch",
          "published_at": "2024-08-08T22:54:32Z"
        },
        {
          "tag": "v1.13.2",
          "kind": "patch",
          "published_at": "2024-08-02T20:57:02Z"
        },
        {
          "tag": "v1.13.2b1",
          "kind": "other",
          "published_at": "2024-08-01T20:07:17Z"
        },
        {
          "tag": "v1.13.2b0",
          "kind": "other",
          "published_at": "2024-07-29T20:51:06Z"
        },
        {
          "tag": "v1.13.1",
          "kind": "patch",
          "published_at": "2024-07-29T17:23:12Z"
        },
        {
          "tag": "v1.13.1a5",
          "kind": "other",
          "published_at": "2024-07-29T11:14:06Z"
        },
        {
          "tag": "v1.13.1a4",
          "kind": "other",
          "published_at": "2024-07-29T07:05:19Z"
        },
        {
          "tag": "v1.13.1a3",
          "kind": "other",
          "published_at": "2024-07-26T17:51:13Z"
        },
        {
          "tag": "v1.13.1a2",
          "kind": "other",
          "published_at": "2024-07-19T17:20:24Z"
        },
        {
          "tag": "v1.13.1a1",
          "kind": "other",
          "published_at": "2024-07-19T00:46:19Z"
        },
        {
          "tag": "v1.13.1a0",
          "kind": "other",
          "published_at": "2024-07-10T06:10:14Z"
        },
        {
          "tag": "v1.13.0",
          "kind": "minor",
          "published_at": "2024-07-03T21:16:36Z"
        },
        {
          "tag": "v1.12.3",
          "kind": "patch",
          "published_at": "2024-06-17T22:51:08Z"
        },
        {
          "tag": "v1.12.3-b0",
          "kind": "prerelease",
          "published_at": "2024-06-14T18:08:10Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "ca59398f59e06882594c5e75e76c5a71f047c030",
          "body": "Signed-off-by: machichima <nary12321@gmail.com>",
          "is_bot": false,
          "headline": "[Feat] add sleep plugins and examples (#3446)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2026-07-21T17:19:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "124d99cc88da463526a88e6470ba6733abb281dc",
          "body": "…less) (#3427)\n\n* Add AWS EMR Serverless connector plugin (flytekitplugins-awsemrserverless)\n\nAdds a new plugin that lets Flyte tasks run Spark and Hive jobs on AWS EMR\nServerless via an async connector. Three task modes are supported:\n\n- Pythonic Spark: regular @task body, packaged and uploaded to \n[…]\nignore this file.\n\nSigned-off-by: Rohit Sharma <rohitrsh@gmail.com>\nMade-with: Cursor\n\n---------\n\nSigned-off-by: Rohit Sharma <rohitrsh@gmail.com>\nCo-authored-by: Samhita Alla <aallasamhita@gmail.com>",
          "is_bot": false,
          "headline": "Add AWS EMR Serverless connector plugin (flytekitplugins-awsemrserver…",
          "author_name": "Rohit Sharma",
          "author_login": "rohitrsh",
          "committed_at": "2026-07-09T06:54:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f34c5daeb2377b344975f60cb52e419e08742500",
          "body": "Signed-off-by: Jason Parraga <sovietaced@gmail.com>",
          "is_bot": false,
          "headline": "Use fixed flytectl-setup-action (#3451)",
          "author_name": "Jason Parraga",
          "author_login": "Sovietaced",
          "committed_at": "2026-07-08T04:29:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2b2e45126ce5b8c0970dd10cc927e08437a354e",
          "body": "…t port (#3450)\n\nSigned-off-by: Jeev B <jeevb@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(interactive): pin PORT env var so code-server binds to the correc…",
          "author_name": "Jeev B",
          "author_login": "jeevb",
          "committed_at": "2026-07-07T18:00:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "952709151e1bf5baf0613994ccad6d99f6f6edaf",
          "body": "…ue (#3439)\n\n* fix: EnumTransformer.to_literal accepts a string matching an enum value\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n* Address review feedback\n\n- Simplify EnumTransformer.to_literal: unify the enum/string paths through\n  a single value extraction\n- UnionTransformer: replace the str-s\n[…]\nmment is now a single line.\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n---------\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\nCo-authored-by: Nary Yeh <60069744+machichima@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: EnumTransformer.to_literal accepts a string matching an enum val…",
          "author_name": "Stefan Wang",
          "author_login": "1fanwang",
          "committed_at": "2026-07-01T02:52:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1acfad533f566368a99175cb44f4e83264b58a90",
          "body": "…#3443)\n\n* fix(auth): don't delete cached credentials when token refresh fails\n\nThe authenticators call KeyringStore.delete(endpoint) when a token refresh\nfails, then immediately fall back to a full authorization flow that calls\nKeyringStore.store(...). store() overwrites each key in place, so the d\n[…]\nt comment to a single line.\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n---------\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\nCo-authored-by: Nary Yeh <60069744+machichima@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(auth): don't delete cached credentials when token refresh fails (…",
          "author_name": "Stefan Wang",
          "author_login": "1fanwang",
          "committed_at": "2026-07-01T02:52:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2182a71c857ac53c822b61253882f80815a2ad47",
          "body": "* fix: merge LaunchPlan security context per field on registration\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n* test: use docstring and top-level imports in security context merge test\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n---------\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>",
          "is_bot": false,
          "headline": "fix: merge LaunchPlan security context per field on registration (#3442)",
          "author_name": "Stefan Wang",
          "author_login": "1fanwang",
          "committed_at": "2026-07-01T00:47:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b24374e1a4050ff4a37107e5aacbd65e395e638",
          "body": "…(#3448)\n\n* fix(spark): cap aiohttp<3.14 in test deps for aioresponses compat\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n* fix(ci): pin scipy<1.18 for onnx and re-pin aiohttp<3.14 for spark after -U\n\nBoth plugin builds are red on master, so every PR inherits two failing checks.\n\nonnx-scikitlearn:\n[…]\nobs on master and every PR. Download the last flytectl\nrelease (v0.9.8) from its asset URL instead.\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n---------\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>",
          "is_bot": false,
          "headline": "Fix red CI on master: plugin deps (aiohttp/scipy) + flytectl install …",
          "author_name": "Stefan Wang",
          "author_login": "1fanwang",
          "committed_at": "2026-06-30T08:06:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e96c7203089a1edc5709c92a606a2d4abb481c0e",
          "body": "…y_points (#3445)\n\nCurrently, flytekit's auth system only supports a fixed set of built-in\nauthentication modes (PKCE, ClientSecret, ExternalCommand, DeviceFlow).\nAdding a new mode requires modifying flytekit core. This makes it\nimpossible for downstream consumers to provide custom authenticators\n(e\n[…]\nr consistency with the built-in auth mode handling.\n\nPlugin contract: a callable `(PlatformConfig, ClientConfigStore) -> Authenticator`.\n\nSigned-off-by: Hongxin Liang <honnix@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(auth): add pluggable authenticator support via registry and entr…",
          "author_name": "Honnix",
          "author_login": "honnix",
          "committed_at": "2026-06-22T18:41:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "735f322ba435d274d316435aaafa75104298a262",
          "body": "…ts (#3440)\n\nWhen an image with a digest is used (e.g. image:tag@sha256:...), the\ntemplate replacement for {{.image.<name>.version}} hardcodes : as the\nseparator. Since version returns the digest, this produces\nimage:tag:sha256:... (invalid) instead of image:tag@sha256:... (valid).\n\nFix by detecting\n[…]\na digest (contains :) and replacing\nthe preceding : separator with @ in the output.\n\nFixes https://github.com/flyteorg/flyte/issues/7531\n\nSigned-off-by: Hongxin Liang <honnix@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix template replacement producing invalid image reference with diges…",
          "author_name": "Honnix",
          "author_login": "honnix",
          "committed_at": "2026-06-22T15:05:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0e2463a10e1535a6099ea51c9a75c571531cb95a",
          "body": "Signed-off-by: Katrina Rogan <katroganGH@gmail.com>",
          "is_bot": false,
          "headline": "Bump requirements to avoid gcsfs close spam (#3436)",
          "author_name": "Katrina Milles",
          "author_login": "katrogan",
          "committed_at": "2026-06-01T19:28:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d42ce0ff3e45b6f04a578e41d23c22319047679d",
          "body": "Signed-off-by: David Holtz <56723830+dmholtz@users.noreply.github.com>\nCo-authored-by: Fabio M. Graetz, Ph.D. <fabiograetz@googlemail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Improve docstring of Elastic dataclass in flytekit-kf-pytorch (#3419)",
          "author_name": "David Holtz",
          "author_login": "dmholtz",
          "committed_at": "2026-05-28T18:50:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00d5e22c61267437b646f1065a49a8a054f3bc34",
          "body": "* Bump flyteidSigned-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Bump flyteidl minimum version to 1.16.7 (#3435)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2026-05-28T17:54:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "231bc0764523b54329fade86659dcee42ecf35fa",
          "body": "---\nupdated-dependencies:\n- dependency-name: aiohttp\n  dependency-version: 3.13.4\n  dependency-type: indirect\n...\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 aiohttp from 3.10.11 to 3.13.4 (#3416)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-26T21:51:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1f8414f220f608061d8b43c2fd2e577fcd55707",
          "body": "Bumps [pillow](https://github.com/python-pillow/Pillow) from 10.3.0 to 12.2.0.\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\n- [Commits](https://github.com/python-pillow/Pillow/compare/10.3.0...12.2.0)\n[…]\n:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": true,
          "headline": "Bump pillow from 10.3.0 to 12.2.0 (#3424)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-26T21:37:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8e498f6885903fd063cf10feb56466a3456ffe98",
          "body": "Signed-off-by: yuteng chen <a08h0283@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "ray autoscaler (#3413)",
          "author_name": "YuTeng Chen",
          "author_login": "0yukali0",
          "committed_at": "2026-05-26T21:37:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2223dfff721cdb09d7ea0f6140ca701f1cc7ffcd",
          "body": "Signed-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix (#3434)",
          "author_name": "M. Adil Fayyaz",
          "author_login": "AdilFayyaz",
          "committed_at": "2026-05-26T21:16:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81c3828dc1101024187fb3fbac76fbf04190835f",
          "body": "* Carry pod_template override through map_task serialization\n\nmap_task(...).with_overrides(pod_template=PodTemplate(...)) was being\nsilently dropped at serialization. The override is accepted at workflow\nbuild time and stored on the Node, but get_serializable_array_node_map_task\nnever read node._pod\n[…]\ne pod spec can still resolve image/command/args.\n\nAdd a parametrized test exercising this scenario.\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n---------\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>",
          "is_bot": false,
          "headline": "Carry pod_template override through map_task serialization (#3428)",
          "author_name": "Stefan Wang",
          "author_login": "1fanwang",
          "committed_at": "2026-05-20T20:52:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3aadb292c095909d14347b69317ecfd5e1b7dd8b",
          "body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump werkzeug from 3.1.5 to 3.1.6 (#3425)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-20T17:30:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d03d8e57ea13e2b1cc7fd5aafd0084a2c6de8685",
          "body": "Signed-off-by: Jason Parraga <sovietaced@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Make optional arguments not required in click option (#3432)",
          "author_name": "Jason Parraga",
          "author_login": "Sovietaced",
          "committed_at": "2026-05-20T17:08:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3157ce5e978f9949750b8c1322761144dc96cc2e",
          "body": "Signed-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add grpc headers and timeout (#3433)",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2026-05-18T20:20:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48a846e1fd39b75964535afbec0952a230ad06ce",
          "body": "Signed-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix (#3431)",
          "author_name": "M. Adil Fayyaz",
          "author_login": "AdilFayyaz",
          "committed_at": "2026-05-14T17:24:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41a9f8009128db1391697cec0441e924e7e27d68",
          "body": "Bumps [sqlparse](https://github.com/andialbrecht/sqlparse) from 0.5.1 to 0.5.4.\n- [Changelog](https://github.com/andialbrecht/sqlparse/blob/master/CHANGELOG)\n- [Commits](https://github.com/andialbrecht/sqlparse/compare/0.5.1...0.5.4)\n\n---\nupdated-dependencies:\n- dependency-name: sqlparse\n  dependenc\n[…]\npe: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": true,
          "headline": "Bump sqlparse from 0.5.1 to 0.5.4 in /plugins/flytekit-airflow (#3390)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-02T00:31:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fbd4fd4c350d545b7e393ea4f0091ceab0e8a063",
          "body": null,
          "is_bot": false,
          "headline": "chore: Allow later version of setuptools (<82) (#3430)",
          "author_name": "Honnix",
          "author_login": "honnix",
          "committed_at": "2026-05-01T18:13:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "541c8d3e7bacb90362f393b363cedbcaedb34472",
          "body": null,
          "is_bot": false,
          "headline": "update readme for flyte 2 devbox launch (#3426)",
          "author_name": "Niels Bantilan",
          "author_login": "cosmicBboy",
          "committed_at": "2026-04-28T00:24:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39d4a9f8ad59e5bcf12de1fd381a6fe289fc6aa3",
          "body": "* Fix release pipeline failures in pythonpublish and build_image workflows\n\nThe v1.16.17 release failed because a transient PyPI connection error\nduring plugin upload killed the entire deploy job, and re-runs failed\nbecause already-uploaded packages return 400. The manual build_image\nworkflow also f\n[…]\nage instead of silently using an invalid PyPI version.\n\nSigned-off-by: Kevin Su <pingsutw@apache.org>\n\n---------\n\nSigned-off-by: Kevin Su <kevin@union.ai>\nSigned-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Fix release pipeline failures (#3423)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2026-04-13T19:49:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "54b82e5fd263cd2f09a1b1abda88042956ecde5c",
          "body": "…ion (#3403)\n\n* fix: re-translate LaunchPlan fixed inputs with remote context on registration\n\n* NamedTemporaryFile(delete=False) to avoid file lock error",
          "is_bot": false,
          "headline": "Re-translate LaunchPlan fixed inputs with remote context on registrat…",
          "author_name": "Daniel Sola",
          "author_login": "dansola",
          "committed_at": "2026-04-10T22:46:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0c3e23c1de60cf3bd8ede02c4461a9ef0d3a359",
          "body": "Signed-off-by: Thomas Newton <thomas.w.newton@gmail.com>",
          "is_bot": false,
          "headline": "GH-7196: More lenient regex for container image templating (#3421)",
          "author_name": "Thomas Newton",
          "author_login": "Tom-Newton",
          "committed_at": "2026-04-10T22:13:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c164f35dd3f1ce3b4b2c082ef43d22afd67cd727",
          "body": "Signed-off-by: Niels Bantilan <niels.bantilan@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "add support for installing system-level venv in ImageSpec (#3400)",
          "author_name": "Niels Bantilan",
          "author_login": "cosmicBboy",
          "committed_at": "2026-04-01T14:22:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "71194a4de9601bd819b2192da447d0c5a5d904ce",
          "body": "* add run_all_sub_nodes for map tasks\n\nSigned-off-by: Paul Dittamo <pvdittamo@gmail.com>\n\n* update unit tests\n\nSigned-off-by: Paul Dittamo <pvdittamo@gmail.com>\n\n---------\n\nSigned-off-by: Paul Dittamo <pvdittamo@gmail.com>",
          "is_bot": false,
          "headline": "add run_all_sub_nodes for map tasks (#3399)",
          "author_name": "Paul Dittamo",
          "author_login": "pvditt",
          "committed_at": "2026-03-11T03:58:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6297a983c934362d322e24cd0e44189940bf882c",
          "body": "…space K8s secrets (#3394)\n\nEnable per-project Databricks authentication by reading tokens from\nKubernetes secrets in workflow namespaces, with backward-compatible\nfallback to the FLYTE_DATABRICKS_ACCESS_TOKEN environment variable.\n\nChanges:\n- Add get_secret_from_k8s() for cross-namespace K8s secret\n[…]\ncret for custom secret names\n- Add 31 comprehensive tests covering all token resolution paths\n\nTracking: https://github.com/flyteorg/flyte/issues/6911\n\nSigned-off-by: Rohit Sharma <rohitrsh@gmail.com>",
          "is_bot": false,
          "headline": "feat(spark): Add multi-tenant Databricks token support via cross-name…",
          "author_name": "Rohit Sharma",
          "author_login": "rohitrsh",
          "committed_at": "2026-03-10T23:20:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a735a6277a36953fa7a649066140421b2e536351",
          "body": "* feat(spark): Add Databricks Serverless Compute support\n\nSigned-off-by: Rohit Sharma <rohitrsh@gmail.com>\n\n* refactor(spark): Address review comments on serverless support\n\n- Extract _build_notebook_job_spec() and _build_python_file_job_spec()\n- Move compute validation to beginning of _get_databric\n[…]\nSharma <rohitrsh@gmail.com>\n\n---------\n\nSigned-off-by: Rohit Sharma <rohitrsh@gmail.com>\nCo-authored-by: Rohit Sharma <rohsharma@expediagroup.com>\nCo-authored-by: Samhita Alla <aallasamhita@gmail.com>",
          "is_bot": false,
          "headline": " Add Databricks Serverless Compute Support (#3392)",
          "author_name": "Rohit Sharma",
          "author_login": "rohitrsh",
          "committed_at": "2026-03-10T14:07:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c0921e936a2d29069c9266ab4a6890d2d6a3fdf9",
          "body": "Co-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Add S3 addressing style configuration support (#3367)",
          "author_name": "Ranjit Kumar Parvathaneni",
          "author_login": "ranjit-parva",
          "committed_at": "2026-02-24T01:18:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b9b3beeedcb1bb77fa292f2e1b650b1f42ef7b4",
          "body": "* added support for custom types\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>\n\n* fix: lint\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>\n\n---------\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Generalize custom type detection in nested Pydantic models (#3396)",
          "author_name": "M. Adil Fayyaz",
          "author_login": "AdilFayyaz",
          "committed_at": "2026-02-19T17:35:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10ecd80573af2a7f4c78ffb619302dd08a41a04c",
          "body": "…3395)\n\n* added tests\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>\n\n* fix: lint\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>\n\n---------\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Tests for FlyteFile, FlyteDirectory, StructuredDataset in Pydantic (#…",
          "author_name": "M. Adil Fayyaz",
          "author_login": "AdilFayyaz",
          "committed_at": "2026-02-19T01:26:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8811574617224b63a2f16bb010844dcefd81e37d",
          "body": "* added support for nested structs in pydantic\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>\n\n* dup code, in diff PR removed\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>\n\n* fix: lint\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@\n[…]\noreply.github.com>\n\n* fix: errors\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>\n\n---------\n\nSigned-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Added support to handle nested Pydantic types (#3393)",
          "author_name": "M. Adil Fayyaz",
          "author_login": "AdilFayyaz",
          "committed_at": "2026-02-18T20:13:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4ee6f75b1f2c6782532ce7c902548e3f916a08b3",
          "body": "Signed-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Added support for Enum types in Pydantic models (#3391)",
          "author_name": "M. Adil Fayyaz",
          "author_login": "AdilFayyaz",
          "committed_at": "2026-02-18T05:35:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba7dc6fc8db929bd911847a6bbb9bc11d18ad216",
          "body": "Users have been seeing odd blocking behavior around `remote.wait`\n* Add fault handler for map tasks\n* Add debug logging to remote.wait\n\nSigned-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "FlyteRemote - additional debugging (#3369)",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2026-02-13T00:10:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4a81255c5dd2f9cbdf350bdc838129b00876dd9",
          "body": "Signed-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Use setuptools<82.0.0 (#3388)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2026-02-12T20:44:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c93a1c5fa020f5f1ee62b8a93d9117e9100ba2bb",
          "body": "* support passing optional date through CLI\n\nSigned-off-by: Blake <blaketastic2@gmail.com>\n\n* feedback from review\n\nSigned-off-by: Blake <blaketastic2@gmail.com>\n\n* feedback from review\n\nSigned-off-by: Blake <blaketastic2@gmail.com>\n\n---------\n\nSigned-off-by: Blake <blaketastic2@gmail.com>",
          "is_bot": false,
          "headline": "support passing optional date through CLI (#3273)",
          "author_name": "Blake Jackson",
          "author_login": "blaketastic2",
          "committed_at": "2026-02-09T08:57:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57db1e852f1dcffa89e0e53f7ae0d6e2f7eafd15",
          "body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": true,
          "headline": "Bump aiohttp from 3.10.11 to 3.13.3 in /plugins/flytekit-spark (#3360)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-30T18:42:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2891409d61296aab4ae5b002b8cbb41f8d6c759",
          "body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": true,
          "headline": "Bump urllib3 from 2.2.3 to 2.6.3 in /plugins/flytekit-airflow (#3364)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-30T08:07:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32ac47830bbd819927b20c4b804fc9ac7a7c8815",
          "body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": true,
          "headline": "Bump virtualenv from 20.26.6 to 20.36.1 (#3381)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-30T08:07:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f77e93192b0d588c5b380211d861669bcf1e000",
          "body": "… (#3278)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": true,
          "headline": "Bump protobuf from 4.25.0 to 4.25.8 in /plugins/flytekit-onnx-pytorch…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-30T07:58:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e9b58c306c38c607216763f67be8fa97fc11366",
          "body": "Signed-off-by: Martin Simonovsky <martin.simonovsky@aleph-alpha-ip.ai>\nSigned-off-by: Kevin Su <pingsutw@apache.org>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Bugfix: \"audience\" from config.yaml (#3305)",
          "author_name": "Martin Simonovsky",
          "author_login": "mys007",
          "committed_at": "2026-01-30T07:57:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82256ead8ecc7f3dd769e17b757253903ebbf63e",
          "body": "Co-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "[BUG] sync_node_executions fails for workflows with FailureNodes (#3268)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2026-01-30T06:47:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b78c718c1c0e13a2feaeee8e01811a6641e4840a",
          "body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": true,
          "headline": "Bump pyasn1 from 0.6.1 to 0.6.2 in /plugins/flytekit-airflow (#3370)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-30T06:14:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97713150e5163988ba5b15dabac5bd46b0387045",
          "body": "Signed-off-by: Jason Parraga <sovietaced@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Fix syncing of branch node executions and add integration test (#3372)",
          "author_name": "Jason Parraga",
          "author_login": "Sovietaced",
          "committed_at": "2026-01-30T06:13:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "052662b84cd5bb88c606c4718de834871f21c35c",
          "body": "Signed-off-by: Kevin Su <pingsutw@apache.org>\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix PydanticTransformer to handle locally-defined nested models (#3373)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2026-01-30T05:41:58Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ca416a4fc8b7f324ea5bf9f9b88011451105cb06",
          "body": "Signed-off-by: ddl-rliu <richard.liu@dominodatalab.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Use abfs headers (#3378)",
          "author_name": "ddl-rliu",
          "author_login": "ddl-rliu",
          "committed_at": "2026-01-30T05:36:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0dc69643efd2b4392baf242e166f9ab1e5038a6b",
          "body": "Signed-off-by: Samhita Alla <aallasamhita@gmail.com>",
          "is_bot": false,
          "headline": "add support for dir in wandb plugin (#3342)",
          "author_name": "Samhita Alla",
          "author_login": "samhita-alla",
          "committed_at": "2026-01-30T05:20:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a817ecd73b6dcf8126fbf5d41dacb11bc5633de0",
          "body": "Signed-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Remove python 3.9 tests (#3380)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2026-01-29T23:09:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf665b97bc637e5f2e6f4681d83677415994d6c0",
          "body": "Signed-off-by: machichima <nary12321@gmail.com>\nSigned-off-by: Kevin Su <pingsutw@apache.org>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "[Fix] build plugins error (#3376)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2026-01-29T22:23:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a433336029400f4706a9af05254f57626852602c",
          "body": "Signed-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Improve dataclass type guessing to handle nested types (#3375)",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2026-01-29T19:16:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6efd1be6b9763a577f80688cff8b9d4ccf6d9a2a",
          "body": "Signed-off-by: machichima <nary12321@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "build: fix airflow plugin issue (#3356)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2026-01-29T06:31:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "330a1e8cf8f220aad04a320637d0d90f799bf628",
          "body": "Signed-off-by: redartera <reda@artera.ai>",
          "is_bot": false,
          "headline": "add cachetools dependency (#3362)",
          "author_name": "Reda Oulbacha",
          "author_login": "redartera",
          "committed_at": "2026-01-09T19:59:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d4b122c3e252963459bde18cea7d6b470330dbe",
          "body": "…339)\n\n* Fix Pydantic deserialization for FlyteFile and FlyteDirectory\n\n  Fixes #6669\n\nSigned-off-by: Govert Verkes <gmverkes@gmail.com>\nSigned-off-by: Govert Verkes <govert@cusp.ai>\n\n* Add tests to improve codecov coverage for FlyteFile and FlyteDirectory validators\n\nSigned-off-by: Govert Verkes <g\n[…]\nby: Govert Verkes <gmverkes@gmail.com>\nSigned-off-by: Govert Verkes <govert@cusp.ai>\nSigned-off-by: gverkes <gmverkes@gmail.com>\nCo-authored-by: Nary Yeh <60069744+machichima@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bugfix: Pydantic deserialization for FlyteFile and FlyteDirectory (#3…",
          "author_name": "Govert",
          "author_login": "gverkes",
          "committed_at": "2025-12-31T08:46:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "010a0efaa5a9bc5606b6d00363f0d2c5160655bb",
          "body": "…(#3357)\n\nSigned-off-by: pmahindrakar-oss <prafulla.mahindrakar@gmail.com>\nSigned-off-by: Kevin Su <pingsutw@apache.org>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Add idle timeout to code server instead of relying on heartbeat file …",
          "author_name": "Prafulla Mahindrakar",
          "author_login": "pmahindrakar-oss",
          "committed_at": "2025-12-11T02:31:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a4c2d862724ab500495677ec63d8e2fc0e9484c",
          "body": null,
          "is_bot": false,
          "headline": "feat(remote): Support branch node execution sync (#3353)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2025-12-06T01:07:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a13edac83504d76a4be80ed2dc90923954c556c1",
          "body": "…350)\n\nSigned-off-by: Kevin Liao <q85292542000@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "fix: update Spark plugin for compatibility with Spark 3.x and 4.x (#3…",
          "author_name": "Kevin Liao",
          "author_login": "kevinliao852",
          "committed_at": "2025-12-06T00:24:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21ffdc359f77830fe5a5d3401a86f9d6a7c56037",
          "body": "This commit adds support for executing remote workflows via the\n`pyflyte run remote-workflow` command, similar to the existing\n`remote-task` and `remote-launchplan` commands.\n\nChanges include:\n- Add WORKFLOW_LAUNCHER constant to DynamicEntityLaunchCommand\n- Update _fetch_entity() to handle workflow \n[…]\n- Add comprehensive unit tests for remote workflow execution\n\nSigned-off-by: CtfChan <23730526+CtfChan@users.noreply.github.com>\nCo-authored-by: Nary Yeh <60069744+machichima@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add remote workflow execution support to pyflyte run (#3338)",
          "author_name": "CtfChan",
          "author_login": "CtfChan",
          "committed_at": "2025-12-05T12:21:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "531d2aaa313370be10f461a12087f01baf73edb4",
          "body": "Signed-off-by: Ketan Umare <kumare3@users.noreply.github.com>\nCo-authored-by: Ketan Umare <kumare3@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Use importlib from system (#3351)",
          "author_name": "Ketan Umare",
          "author_login": "kumare3",
          "committed_at": "2025-11-24T17:25:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3818b37380f0a2bcf3abccfc053877cf240fdc2",
          "body": "…ns` (#3343)\n\nFixes #6694\n\nWhen using `from __future__ import annotations`, the `__annotations__`\ndictionary contains string literals instead of actual type objects. This\nwas causing the PydanticTransformer to fail to recognize standard Python\ntypes (str, int, float, etc.) in BaseModel fields, resul\n[…]\n literal type structure validation\n\nThe fix ensures compatibility with PEP 563 future annotations, which\nwill become the default behavior in Python 3.14.\n\nSigned-off-by: Govert Verkes <govert@cusp.ai>",
          "is_bot": false,
          "headline": "Fix Pydantic transformer to support `from __future__ import annotatio…",
          "author_name": "Govert",
          "author_login": "gverkes",
          "committed_at": "2025-11-10T23:55:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3645cb34eeff25d947034ab5c927cc0d32ba206b",
          "body": "* Check metaclass error_code property properly\n\nSigned-off-by: Andres Gomez Ferrer <andresg@spotify.com>\n\n* Fix\n\nSigned-off-by: Andres Gomez Ferrer <andresg@spotify.com>\n\n* fix lint\n\nSigned-off-by: Andres Gomez Ferrer <andresg@spotify.com>\n\n---------\n\nSigned-off-by: Andres Gomez Ferrer <andresg@spotify.com>",
          "is_bot": false,
          "headline": "Check and access metaclass error_code property properly (#3349)",
          "author_name": "Andrés Gómez",
          "author_login": "andresgomezfrr",
          "committed_at": "2025-11-10T13:43:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3aebd235224fd11854e440d58abbb82b500dbff9",
          "body": "…(#3347)\n\nSigned-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "FlyteRemote - Delay fetching task execution data until node complete …",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2025-11-03T22:27:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "545d07ece82eafcd3faea577630009950d948c2b",
          "body": null,
          "is_bot": false,
          "headline": "Fix tensorflow transformer (#3346)",
          "author_name": "Daniel Sola",
          "author_login": "dansola",
          "committed_at": "2025-11-01T17:17:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f3ec969041636ceb5ef945b39bc05b7d10d6687",
          "body": "Signed-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update idl requirement to v1.16.1 (#3345)",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2025-10-28T19:23:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a289bcdcb33e9011c07582d7136febbf6cffe311",
          "body": "…or (#3344)\n\nSigned-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "skip node in sync_node_execution if get node data returns missing err…",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2025-10-28T17:34:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0663d8e6c5de1c88318d07fa3579003cdae0458e",
          "body": "…3341)\n\nSigned-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add escape hatch for reference entities in remote._get_image_names (#…",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2025-10-21T16:23:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a693622e471dcf44dd5c8dc624857fdc64ee2d91",
          "body": "Signed-off-by: Jason Parraga <sovietaced@gmail.com>",
          "is_bot": false,
          "headline": "Add default sort_by to iterate_node_executions (#3340)",
          "author_name": "Jason Parraga",
          "author_login": "Sovietaced",
          "committed_at": "2025-10-16T22:10:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31c8bcef1f1f199b321f2ecb268b9a582a982ac3",
          "body": "Signed-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Add rtx-pro-6000 to ACCELERATOR_DEVICE_MAP (#3336)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2025-10-13T16:03:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "828396e948d32fbead674acbbfea0b62476e031d",
          "body": "Signed-off-by: machichima <nary12321@gmail.com>",
          "is_bot": false,
          "headline": "fix: remove --image after flytectl demo start (#3337)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2025-10-10T23:44:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff4c79c556785a8332ce14a284a414f61d481154",
          "body": "Signed-off-by: ansjindal <ansjindal@nvidia.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Add Flytekit-Lepton Plugin for Lepton AI Inference Endpoints (#3328)",
          "author_name": "ansjindal",
          "author_login": "ansjindal",
          "committed_at": "2025-10-03T20:35:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "953a82905524a5a76d263c01b8dca1039f6ea14e",
          "body": "Signed-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Improve error message for type engine  (#3334)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2025-10-03T19:24:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95d1b34850230530638776985b4da23725764276",
          "body": "Signed-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Set project for the bigquery client (#3330)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2025-10-03T08:28:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49755b61614467a4d4661377e3a72bef4d39a49f",
          "body": "Signed-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Code owners (#3333)",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2025-10-03T07:40:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4050b68c38c88a0f2fb55feb7373217f414c217",
          "body": "* Add concurrency policy\n\nSigned-off-by: thomasjhuang <thomashuang63@gmail.com>\n\n* Update to latest idl\n\nSigned-off-by: thomasjhuang <thomashuang63@gmail.com>\n\n* Reformat with ruff\n\nSigned-off-by: thomasjhuang <thomashuang63@gmail.com>\n\n* Change reference\n\nSigned-off-by: thomasjhuang <thomashuang63@\n[…]\nix lint\n\nSigned-off-by: thomasjhuang <thomashuang63@gmail.com>\n\n---------\n\nSigned-off-by: thomasjhuang <thomashuang63@gmail.com>\nCo-authored-by: Nary Yeh <60069744+machichima@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add concurrency policy (#3267)",
          "author_name": "Thomas Huang",
          "author_login": "thomasjhuang",
          "committed_at": "2025-10-03T00:14:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9270511539100604936c36c6dd56de2ff872f065",
          "body": "* build: try disable connector for flyte demo start\n\nSigned-off-by: machichima <nary12321@gmail.com>\n\n* build: set image\n\nSigned-off-by: machichima <nary12321@gmail.com>\n\n---------\n\nSigned-off-by: machichima <nary12321@gmail.com>",
          "is_bot": false,
          "headline": "build: change flyte demo start command to make CI work (#3332)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2025-10-02T07:37:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23de1abb44c6135030c0d49ba66846d7da109409",
          "body": "Signed-off-by: Barry Wu <a0987818905@gmail.com>\nCo-authored-by: Barry Wu <barry@wukanglideMacBook-Pro.local>",
          "is_bot": false,
          "headline": "[Core feature] Add support Literal Transformer (#3304)",
          "author_name": "5KL",
          "author_login": "BarryWu0812",
          "committed_at": "2025-09-27T05:08:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d21550c5916792aeb3d9c2e789d8e8463a778e3",
          "body": "Signed-off-by: Barry Wu <a0987818905@gmail.com>",
          "is_bot": false,
          "headline": "Extend waiting time in test_attr_access_sd (#3324)",
          "author_name": "5KL",
          "author_login": "BarryWu0812",
          "committed_at": "2025-09-27T01:30:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90f57516c244b1f170ca2abde0d487feb9b6243e",
          "body": "Signed-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "fix(core): Handle empty external schema fields (#3329)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2025-09-25T19:05:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8df37f2a45e7b7eae5e59ea11587ccd0c32c1c9",
          "body": "Signed-off-by: machichima <nary12321@gmail.com>",
          "is_bot": false,
          "headline": "[Fix] Error when using FlyteFile as default value in workflow (#3322)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2025-09-23T22:23:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9effe915c0dfdd1b9870ce0539ed0aec3ccda80c",
          "body": "Signed-off-by: Barry Wu <a0987818905@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@gmail.com>\nCo-authored-by: Nary Yeh <60069744+machichima@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[Core feature] Reuse same literals in the dynamic task (#3307)",
          "author_name": "5KL",
          "author_login": "BarryWu0812",
          "committed_at": "2025-09-19T19:27:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "665a4efa0f4f47d00f97757f24d4243a7eea8410",
          "body": "Signed-off-by: machichima <nary12321@gmail.com>",
          "is_bot": false,
          "headline": "[Core feature] Task retry support in Flyte Connectors (#3265)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2025-09-17T09:01:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f87103c30eddbe551882b1562ea01a9b97e2547a",
          "body": "…(#3303)\n\nSigned-off-by: Clint Harrison <clint@stripe.com>",
          "is_bot": false,
          "headline": "Restore behavior passing FlyteClient kwargs to gRPC channel creation …",
          "author_name": "Clint Harrison",
          "author_login": "clint-stripe",
          "committed_at": "2025-09-05T12:21:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44af03fca6d2d6d85b0d94e2b8a017ce0d627bec",
          "body": "Signed-off-by: Niels Bantilan <niels.bantilan@gmail.com>",
          "is_bot": false,
          "headline": "add short_description to Task and Workflow model (#3224)",
          "author_name": "Niels Bantilan",
          "author_login": "cosmicBboy",
          "committed_at": "2025-09-03T13:58:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4922dbe00d47c514e963132a35d4b7a101c9ea19",
          "body": "Signed-off-by: machichima <nary12321@gmail.com>",
          "is_bot": false,
          "headline": "bulid: add dockerignore (#3323)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2025-08-29T11:38:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a134f6e9eb301ae4690bd6e5627ef6ed870addd",
          "body": "Signed-off-by: machichima <nary12321@gmail.com>",
          "is_bot": false,
          "headline": "[Fix] Issue when using FlyteDirectory with Elastic (#3320)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2025-08-28T07:04:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "12ce1b906503d0febf798c52444a11ff6ae911d5",
          "body": "…velopment (#3315)\n\nSigned-off-by: Barry Wu <a0987818905@gmail.com>",
          "is_bot": false,
          "headline": "Dynamic platform detection for ImageSpec to support cross-platform de…",
          "author_name": "5KL",
          "author_login": "BarryWu0812",
          "committed_at": "2025-08-27T04:39:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a28f70d0c26f8f80895fd22352e0bda6861cd429",
          "body": "Signed-off-by: machichima <nary12321@gmail.com>",
          "is_bot": false,
          "headline": "fix: add env var to prevent deprecation warning (#3319)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2025-08-27T04:08:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6eb853def7673cc04f2ed2e19ba746596465994f",
          "body": "Signed-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "IDL upper bound (#3321)",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2025-08-24T08:02:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d03c14ce7c6748b01f0b3cf2450c469c3bc0327c",
          "body": null,
          "is_bot": false,
          "headline": "fix(pyproject.toml): Exclude gcsfs 2024.2.0 due to bug (#3309)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2025-08-21T20:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6614d4c806ab71d3cfd5200a66d173e8a62073ae",
          "body": "Signed-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "feat: Add faulthandler registration for SIGUSR1 (#3310)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2025-08-21T20:04:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fae44de6bb4619733f230b741856397d8ccc4238",
          "body": "Signed-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Sort subworkflows when creating admin WorkflowSpec (#3318)",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
          "committed_at": "2025-08-21T19:42:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bcdfaae94e53f4045e0d73054c7ab542a7fdc88e",
          "body": "Signed-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Handle None in sorted bound_inputs conditionally (#3317)",
          "author_name": "Kevin Su",
          "author_login": "pingsutw",
          "committed_at": "2025-08-21T19:07:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edd0f41a7c4ad12e8444ddccb5cca437104a0fcd",
          "body": "Signed-off-by: Nelson Chen <asd3431090@gmail.com>",
          "is_bot": false,
          "headline": "Create execution according to task config (#3302)",
          "author_name": "arbaobao",
          "author_login": "arbaobao",
          "committed_at": "2025-08-21T17:26:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb52d881d4db075ea135f4a19ad76f732ebdd206",
          "body": "…hould_build function (#3311)\n\nSigned-off-by: Alex Wu <c.alexwu@gmail.com>",
          "is_bot": false,
          "headline": "[BUG] ImageSpec NoOpBuilder should always return True while calling s…",
          "author_name": "Alex Wu",
          "author_login": "popojk",
          "committed_at": "2025-08-16T16:19:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a09252af8e1f8edf101c70ae898c02c6b757290e",
          "body": "Signed-off-by: machichima <nary12321@gmail.com>",
          "is_bot": false,
          "headline": "[Fix] Issue when using FlyteFile with Elastic (#3313)",
          "author_name": "Nary Yeh",
          "author_login": "machichima",
          "committed_at": "2025-08-16T05:12:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01a4987e6140f2d4acb53e73b9a55ba36baa9212",
          "body": "…er (#3312)\n\nSigned-off-by: Alex Wu <c.alexwu@gmail.com>",
          "is_bot": false,
          "headline": "[BUG]Invalid cron date schedule creates infinite loop in flyteschedul…",
          "author_name": "Alex Wu",
          "author_login": "popojk",
          "committed_at": "2025-08-16T00:52:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6e257eceaf0a5b4ea48c03d6e6412ab8e16c2a7",
          "body": "Signed-off-by: Nelson Chen <asd3431090@gmail.com>",
          "is_bot": false,
          "headline": "remove tmate session (#3316)",
          "author_name": "arbaobao",
          "author_login": "arbaobao",
          "committed_at": "2025-08-15T19:18:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 100,
      "commits_last_year": 100,
      "latest_release_at": "2026-07-16T16:54:54Z",
      "latest_release_tag": "v1.16.26",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 32,
      "days_since_latest_release": 5,
      "mean_days_between_releases": 10.4
    },
    "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": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "flytekit",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: Apache Software License",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Topic :: Scientific/Engineering",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Software Development",
            "Topic :: Software Development :: Libraries",
            "Topic :: Software Development :: Libraries :: Python Modules"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/flytekit/",
          "is_deprecated": false,
          "latest_version": "1.16.26",
          "repository_url": "https://github.com/flyteorg/flytekit",
          "versions_count": 480,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 413094,
          "first_published_at": "2019-08-29T00:49:15.691606Z",
          "latest_published_at": "2026-07-16T16:55:25.416995Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 5
        }
      ]
    },
    "popularity": {
      "forks": 339,
      "stars": 315,
      "watchers": 234,
      "fork_history": {
        "days": [
          {
            "date": "2019-08-22",
            "count": 1
          },
          {
            "date": "2019-08-24",
            "count": 1
          },
          {
            "date": "2019-08-28",
            "count": 1
          },
          {
            "date": "2019-10-06",
            "count": 1
          },
          {
            "date": "2019-10-22",
            "count": 1
          },
          {
            "date": "2019-11-04",
            "count": 1
          },
          {
            "date": "2019-11-25",
            "count": 1
          },
          {
            "date": "2019-12-01",
            "count": 1
          },
          {
            "date": "2020-01-06",
            "count": 1
          },
          {
            "date": "2020-01-23",
            "count": 1
          },
          {
            "date": "2020-04-14",
            "count": 1
          },
          {
            "date": "2020-05-08",
            "count": 1
          },
          {
            "date": "2020-07-22",
            "count": 2
          },
          {
            "date": "2020-10-12",
            "count": 1
          },
          {
            "date": "2020-11-17",
            "count": 1
          },
          {
            "date": "2020-11-25",
            "count": 1
          },
          {
            "date": "2020-11-27",
            "count": 1
          },
          {
            "date": "2020-12-10",
            "count": 1
          },
          {
            "date": "2020-12-11",
            "count": 1
          },
          {
            "date": "2020-12-15",
            "count": 1
          },
          {
            "date": "2020-12-23",
            "count": 1
          },
          {
            "date": "2021-01-27",
            "count": 1
          },
          {
            "date": "2021-02-12",
            "count": 1
          },
          {
            "date": "2021-02-17",
            "count": 1
          },
          {
            "date": "2021-02-18",
            "count": 1
          },
          {
            "date": "2021-02-19",
            "count": 1
          },
          {
            "date": "2021-02-20",
            "count": 1
          },
          {
            "date": "2021-03-06",
            "count": 1
          },
          {
            "date": "2021-03-11",
            "count": 2
          },
          {
            "date": "2021-04-06",
            "count": 1
          },
          {
            "date": "2021-04-07",
            "count": 1
          },
          {
            "date": "2021-04-16",
            "count": 1
          },
          {
            "date": "2021-04-27",
            "count": 1
          },
          {
            "date": "2021-04-28",
            "count": 1
          },
          {
            "date": "2021-05-07",
            "count": 1
          },
          {
            "date": "2021-05-26",
            "count": 1
          },
          {
            "date": "2021-06-25",
            "count": 1
          },
          {
            "date": "2021-07-07",
            "count": 1
          },
          {
            "date": "2021-09-03",
            "count": 1
          },
          {
            "date": "2021-09-23",
            "count": 1
          },
          {
            "date": "2021-10-01",
            "count": 1
          },
          {
            "date": "2021-10-05",
            "count": 1
          },
          {
            "date": "2021-10-06",
            "count": 1
          },
          {
            "date": "2021-10-08",
            "count": 1
          },
          {
            "date": "2021-10-10",
            "count": 1
          },
          {
            "date": "2021-10-12",
            "count": 1
          },
          {
            "date": "2021-10-18",
            "count": 1
          },
          {
            "date": "2021-10-21",
            "count": 1
          },
          {
            "date": "2021-11-02",
            "count": 1
          },
          {
            "date": "2021-11-04",
            "count": 1
          },
          {
            "date": "2021-12-01",
            "count": 2
          },
          {
            "date": "2021-12-15",
            "count": 1
          },
          {
            "date": "2021-12-23",
            "count": 1
          },
          {
            "date": "2021-12-24",
            "count": 1
          },
          {
            "date": "2022-01-22",
            "count": 1
          },
          {
            "date": "2022-01-25",
            "count": 1
          },
          {
            "date": "2022-02-14",
            "count": 1
          },
          {
            "date": "2022-02-15",
            "count": 1
          },
          {
            "date": "2022-02-26",
            "count": 1
          },
          {
            "date": "2022-03-07",
            "count": 1
          },
          {
            "date": "2022-03-23",
            "count": 1
          },
          {
            "date": "2022-04-06",
            "count": 1
          },
          {
            "date": "2022-04-07",
            "count": 1
          },
          {
            "date": "2022-04-12",
            "count": 1
          },
          {
            "date": "2022-04-15",
            "count": 1
          },
          {
            "date": "2022-04-19",
            "count": 1
          },
          {
            "date": "2022-04-22",
            "count": 1
          },
          {
            "date": "2022-04-27",
            "count": 1
          },
          {
            "date": "2022-05-19",
            "count": 2
          },
          {
            "date": "2022-05-24",
            "count": 1
          },
          {
            "date": "2022-06-05",
            "count": 1
          },
          {
            "date": "2022-06-11",
            "count": 1
          },
          {
            "date": "2022-06-21",
            "count": 1
          },
          {
            "date": "2022-06-29",
            "count": 1
          },
          {
            "date": "2022-06-30",
            "count": 1
          },
          {
            "date": "2022-07-02",
            "count": 2
          },
          {
            "date": "2022-07-03",
            "count": 1
          },
          {
            "date": "2022-07-05",
            "count": 1
          },
          {
            "date": "2022-07-07",
            "count": 1
          },
          {
            "date": "2022-07-13",
            "count": 1
          },
          {
            "date": "2022-07-14",
            "count": 2
          },
          {
            "date": "2022-08-02",
            "count": 1
          },
          {
            "date": "2022-08-03",
            "count": 1
          },
          {
            "date": "2022-08-16",
            "count": 1
          },
          {
            "date": "2022-08-18",
            "count": 1
          },
          {
            "date": "2022-08-30",
            "count": 1
          },
          {
            "date": "2022-09-08",
            "count": 1
          },
          {
            "date": "2022-09-24",
            "count": 1
          },
          {
            "date": "2022-09-26",
            "count": 1
          },
          {
            "date": "2022-09-30",
            "count": 1
          },
          {
            "date": "2022-10-03",
            "count": 1
          },
          {
            "date": "2022-10-04",
            "count": 1
          },
          {
            "date": "2022-10-10",
            "count": 1
          },
          {
            "date": "2022-10-11",
            "count": 1
          },
          {
            "date": "2022-10-19",
            "count": 2
          },
          {
            "date": "2022-10-21",
            "count": 1
          },
          {
            "date": "2022-10-22",
            "count": 1
          },
          {
            "date": "2022-10-26",
            "count": 1
          },
          {
            "date": "2022-11-07",
            "count": 1
          },
          {
            "date": "2022-11-16",
            "count": 1
          },
          {
            "date": "2022-11-23",
            "count": 1
          },
          {
            "date": "2022-12-21",
            "count": 1
          },
          {
            "date": "2023-01-04",
            "count": 1
          },
          {
            "date": "2023-01-07",
            "count": 1
          },
          {
            "date": "2023-01-12",
            "count": 1
          },
          {
            "date": "2023-01-20",
            "count": 2
          },
          {
            "date": "2023-01-24",
            "count": 1
          },
          {
            "date": "2023-01-30",
            "count": 1
          },
          {
            "date": "2023-02-02",
            "count": 1
          },
          {
            "date": "2023-02-13",
            "count": 1
          },
          {
            "date": "2023-02-22",
            "count": 1
          },
          {
            "date": "2023-03-01",
            "count": 1
          },
          {
            "date": "2023-03-03",
            "count": 1
          },
          {
            "date": "2023-03-05",
            "count": 1
          },
          {
            "date": "2023-03-06",
            "count": 1
          },
          {
            "date": "2023-03-16",
            "count": 1
          },
          {
            "date": "2023-03-17",
            "count": 1
          },
          {
            "date": "2023-03-24",
            "count": 1
          },
          {
            "date": "2023-04-09",
            "count": 1
          },
          {
            "date": "2023-04-10",
            "count": 1
          },
          {
            "date": "2023-04-11",
            "count": 2
          },
          {
            "date": "2023-04-12",
            "count": 1
          },
          {
            "date": "2023-04-21",
            "count": 1
          },
          {
            "date": "2023-04-29",
            "count": 1
          },
          {
            "date": "2023-05-10",
            "count": 1
          },
          {
            "date": "2023-05-11",
            "count": 1
          },
          {
            "date": "2023-05-15",
            "count": 1
          },
          {
            "date": "2023-05-16",
            "count": 1
          },
          {
            "date": "2023-05-19",
            "count": 1
          },
          {
            "date": "2023-05-20",
            "count": 1
          },
          {
            "date": "2023-05-22",
            "count": 1
          },
          {
            "date": "2023-05-23",
            "count": 1
          },
          {
            "date": "2023-05-25",
            "count": 1
          },
          {
            "date": "2023-05-26",
            "count": 1
          },
          {
            "date": "2023-06-02",
            "count": 1
          },
          {
            "date": "2023-06-09",
            "count": 1
          },
          {
            "date": "2023-06-13",
            "count": 1
          },
          {
            "date": "2023-06-21",
            "count": 1
          },
          {
            "date": "2023-06-27",
            "count": 1
          },
          {
            "date": "2023-07-01",
            "count": 1
          },
          {
            "date": "2023-07-05",
            "count": 1
          },
          {
            "date": "2023-07-11",
            "count": 2
          },
          {
            "date": "2023-07-12",
            "count": 1
          },
          {
            "date": "2023-07-15",
            "count": 1
          },
          {
            "date": "2023-07-17",
            "count": 1
          },
          {
            "date": "2023-07-21",
            "count": 1
          },
          {
            "date": "2023-07-24",
            "count": 1
          },
          {
            "date": "2023-08-01",
            "count": 1
          },
          {
            "date": "2023-08-04",
            "count": 1
          },
          {
            "date": "2023-08-06",
            "count": 1
          },
          {
            "date": "2023-08-10",
            "count": 2
          },
          {
            "date": "2023-08-15",
            "count": 1
          },
          {
            "date": "2023-08-17",
            "count": 1
          },
          {
            "date": "2023-08-29",
            "count": 1
          },
          {
            "date": "2023-08-30",
            "count": 1
          },
          {
            "date": "2023-09-01",
            "count": 1
          },
          {
            "date": "2023-09-06",
            "count": 1
          },
          {
            "date": "2023-09-10",
            "count": 1
          },
          {
            "date": "2023-09-12",
            "count": 1
          },
          {
            "date": "2023-09-20",
            "count": 2
          },
          {
            "date": "2023-09-27",
            "count": 1
          },
          {
            "date": "2023-10-03",
            "count": 1
          },
          {
            "date": "2023-10-04",
            "count": 2
          },
          {
            "date": "2023-10-06",
            "count": 2
          },
          {
            "date": "2023-10-13",
            "count": 1
          },
          {
            "date": "2023-10-18",
            "count": 2
          },
          {
            "date": "2023-10-23",
            "count": 3
          },
          {
            "date": "2023-10-27",
            "count": 1
          },
          {
            "date": "2023-10-30",
            "count": 1
          },
          {
            "date": "2023-10-31",
            "count": 1
          },
          {
            "date": "2023-11-16",
            "count": 1
          },
          {
            "date": "2023-11-18",
            "count": 1
          },
          {
            "date": "2023-11-19",
            "count": 1
          },
          {
            "date": "2023-12-14",
            "count": 1
          },
          {
            "date": "2023-12-18",
            "count": 1
          },
          {
            "date": "2023-12-20",
            "count": 1
          },
          {
            "date": "2023-12-29",
            "count": 1
          },
          {
            "date": "2024-01-02",
            "count": 2
          },
          {
            "date": "2024-01-06",
            "count": 2
          },
          {
            "date": "2024-01-07",
            "count": 1
          },
          {
            "date": "2024-01-09",
            "count": 1
          },
          {
            "date": "2024-01-16",
            "count": 1
          },
          {
            "date": "2024-01-17",
            "count": 1
          },
          {
            "date": "2024-01-19",
            "count": 1
          },
          {
            "date": "2024-01-30",
            "count": 1
          },
          {
            "date": "2024-01-31",
            "count": 1
          },
          {
            "date": "2024-02-03",
            "count": 1
          },
          {
            "date": "2024-02-06",
            "count": 1
          },
          {
            "date": "2024-02-08",
            "count": 1
          },
          {
            "date": "2024-02-17",
            "count": 1
          },
          {
            "date": "2024-02-19",
            "count": 1
          },
          {
            "date": "2024-02-20",
            "count": 1
          },
          {
            "date": "2024-03-12",
            "count": 1
          },
          {
            "date": "2024-03-14",
            "count": 1
          },
          {
            "date": "2024-03-15",
            "count": 1
          },
          {
            "date": "2024-03-18",
            "count": 1
          },
          {
            "date": "2024-03-27",
            "count": 1
          },
          {
            "date": "2024-03-28",
            "count": 2
          },
          {
            "date": "2024-04-15",
            "count": 1
          },
          {
            "date": "2024-04-18",
            "count": 1
          },
          {
            "date": "2024-04-21",
            "count": 1
          },
          {
            "date": "2024-05-15",
            "count": 2
          },
          {
            "date": "2024-05-23",
            "count": 1
          },
          {
            "date": "2024-05-27",
            "count": 1
          },
          {
            "date": "2024-05-30",
            "count": 1
          },
          {
            "date": "2024-06-03",
            "count": 1
          },
          {
            "date": "2024-06-06",
            "count": 1
          },
          {
            "date": "2024-06-07",
            "count": 2
          },
          {
            "date": "2024-06-11",
            "count": 1
          },
          {
            "date": "2024-06-19",
            "count": 1
          },
          {
            "date": "2024-06-20",
            "count": 1
          },
          {
            "date": "2024-06-21",
            "count": 1
          },
          {
            "date": "2024-07-07",
            "count": 1
          },
          {
            "date": "2024-07-13",
            "count": 1
          },
          {
            "date": "2024-07-27",
            "count": 1
          },
          {
            "date": "2024-07-31",
            "count": 1
          },
          {
            "date": "2024-08-03",
            "count": 1
          },
          {
            "date": "2024-08-06",
            "count": 1
          },
          {
            "date": "2024-08-13",
            "count": 1
          },
          {
            "date": "2024-08-21",
            "count": 1
          },
          {
            "date": "2024-09-01",
            "count": 1
          },
          {
            "date": "2024-09-10",
            "count": 1
          },
          {
            "date": "2024-09-17",
            "count": 1
          },
          {
            "date": "2024-09-19",
            "count": 1
          },
          {
            "date": "2024-09-26",
            "count": 1
          },
          {
            "date": "2024-10-01",
            "count": 1
          },
          {
            "date": "2024-10-06",
            "count": 1
          },
          {
            "date": "2024-10-07",
            "count": 6
          },
          {
            "date": "2024-10-08",
            "count": 2
          },
          {
            "date": "2024-10-10",
            "count": 1
          },
          {
            "date": "2024-10-13",
            "count": 2
          },
          {
            "date": "2024-10-14",
            "count": 1
          },
          {
            "date": "2024-10-16",
            "count": 1
          },
          {
            "date": "2024-10-18",
            "count": 1
          },
          {
            "date": "2024-10-19",
            "count": 2
          },
          {
            "date": "2024-10-20",
            "count": 1
          },
          {
            "date": "2024-10-24",
            "count": 1
          },
          {
            "date": "2024-10-27",
            "count": 1
          },
          {
            "date": "2024-10-30",
            "count": 1
          },
          {
            "date": "2024-10-31",
            "count": 1
          },
          {
            "date": "2024-11-02",
            "count": 1
          },
          {
            "date": "2024-11-07",
            "count": 1
          },
          {
            "date": "2024-11-09",
            "count": 1
          },
          {
            "date": "2024-11-11",
            "count": 1
          },
          {
            "date": "2024-11-12",
            "count": 1
          },
          {
            "date": "2024-11-13",
            "count": 1
          },
          {
            "date": "2024-11-14",
            "count": 1
          },
          {
            "date": "2024-11-19",
            "count": 1
          },
          {
            "date": "2024-11-26",
            "count": 1
          },
          {
            "date": "2024-12-13",
            "count": 1
          },
          {
            "date": "2024-12-30",
            "count": 1
          },
          {
            "date": "2025-01-10",
            "count": 1
          },
          {
            "date": "2025-01-14",
            "count": 1
          },
          {
            "date": "2025-01-15",
            "count": 1
          },
          {
            "date": "2025-01-18",
            "count": 1
          },
          {
            "date": "2025-01-21",
            "count": 1
          },
          {
            "date": "2025-01-25",
            "count": 2
          },
          {
            "date": "2025-01-28",
            "count": 1
          },
          {
            "date": "2025-02-04",
            "count": 1
          },
          {
            "date": "2025-02-08",
            "count": 1
          },
          {
            "date": "2025-02-13",
            "count": 1
          },
          {
            "date": "2025-02-18",
            "count": 1
          },
          {
            "date": "2025-03-05",
            "count": 1
          },
          {
            "date": "2025-03-13",
            "count": 1
          },
          {
            "date": "2025-03-18",
            "count": 1
          },
          {
            "date": "2025-03-19",
            "count": 1
          },
          {
            "date": "2025-03-21",
            "count": 1
          },
          {
            "date": "2025-04-08",
            "count": 1
          },
          {
            "date": "2025-04-15",
            "count": 1
          },
          {
            "date": "2025-04-25",
            "count": 1
          },
          {
            "date": "2025-05-05",
            "count": 1
          },
          {
            "date": "2025-05-13",
            "count": 1
          },
          {
            "date": "2025-05-26",
            "count": 1
          },
          {
            "date": "2025-05-29",
            "count": 1
          },
          {
            "date": "2025-06-06",
            "count": 1
          },
          {
            "date": "2025-06-16",
            "count": 1
          },
          {
            "date": "2025-07-01",
            "count": 1
          },
          {
            "date": "2025-07-22",
            "count": 1
          },
          {
            "date": "2025-07-24",
            "count": 1
          },
          {
            "date": "2025-07-29",
            "count": 1
          },
          {
            "date": "2025-07-31",
            "count": 1
          },
          {
            "date": "2025-08-13",
            "count": 1
          },
          {
            "date": "2025-08-24",
            "count": 1
          },
          {
            "date": "2025-08-29",
            "count": 1
          },
          {
            "date": "2025-09-17",
            "count": 1
          },
          {
            "date": "2025-09-30",
            "count": 1
          },
          {
            "date": "2025-10-10",
            "count": 1
          },
          {
            "date": "2025-10-11",
            "count": 1
          },
          {
            "date": "2025-10-31",
            "count": 1
          },
          {
            "date": "2025-11-12",
            "count": 1
          },
          {
            "date": "2026-01-14",
            "count": 1
          },
          {
            "date": "2026-02-05",
            "count": 1
          },
          {
            "date": "2026-02-17",
            "count": 1
          },
          {
            "date": "2026-03-03",
            "count": 1
          },
          {
            "date": "2026-03-09",
            "count": 1
          },
          {
            "date": "2026-03-19",
            "count": 1
          },
          {
            "date": "2026-04-08",
            "count": 1
          },
          {
            "date": "2026-04-09",
            "count": 1
          },
          {
            "date": "2026-04-27",
            "count": 2
          },
          {
            "date": "2026-06-01",
            "count": 1
          },
          {
            "date": "2026-06-06",
            "count": 1
          },
          {
            "date": "2026-06-14",
            "count": 1
          },
          {
            "date": "2026-06-18",
            "count": 1
          },
          {
            "date": "2026-07-09",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 336,
        "total_forks": 339
      },
      "star_history": {
        "days": [
          {
            "date": "2019-08-21",
            "count": 1
          },
          {
            "date": "2019-08-30",
            "count": 1
          },
          {
            "date": "2019-09-17",
            "count": 1
          },
          {
            "date": "2019-10-14",
            "count": 1
          },
          {
            "date": "2019-10-22",
            "count": 1
          },
          {
            "date": "2019-11-06",
            "count": 1
          },
          {
            "date": "2019-11-13",
            "count": 1
          },
          {
            "date": "2019-11-20",
            "count": 1
          },
          {
            "date": "2019-11-21",
            "count": 1
          },
          {
            "date": "2019-11-26",
            "count": 1
          },
          {
            "date": "2019-11-30",
            "count": 1
          },
          {
            "date": "2020-01-08",
            "count": 1
          },
          {
            "date": "2020-01-09",
            "count": 2
          },
          {
            "date": "2020-01-14",
            "count": 1
          },
          {
            "date": "2020-01-15",
            "count": 1
          },
          {
            "date": "2020-01-16",
            "count": 1
          },
          {
            "date": "2020-01-23",
            "count": 1
          },
          {
            "date": "2020-01-24",
            "count": 2
          },
          {
            "date": "2020-01-27",
            "count": 1
          },
          {
            "date": "2020-01-28",
            "count": 1
          },
          {
            "date": "2020-03-15",
            "count": 1
          },
          {
            "date": "2020-04-14",
            "count": 1
          },
          {
            "date": "2020-04-28",
            "count": 1
          },
          {
            "date": "2020-05-12",
            "count": 1
          },
          {
            "date": "2020-05-15",
            "count": 1
          },
          {
            "date": "2020-06-08",
            "count": 1
          },
          {
            "date": "2020-07-05",
            "count": 1
          },
          {
            "date": "2020-07-07",
            "count": 1
          },
          {
            "date": "2020-08-20",
            "count": 1
          },
          {
            "date": "2020-08-26",
            "count": 1
          },
          {
            "date": "2020-12-14",
            "count": 1
          },
          {
            "date": "2021-02-11",
            "count": 1
          },
          {
            "date": "2021-02-12",
            "count": 2
          },
          {
            "date": "2021-03-09",
            "count": 1
          },
          {
            "date": "2021-03-19",
            "count": 1
          },
          {
            "date": "2021-04-08",
            "count": 1
          },
          {
            "date": "2021-04-09",
            "count": 1
          },
          {
            "date": "2021-05-02",
            "count": 1
          },
          {
            "date": "2021-05-03",
            "count": 1
          },
          {
            "date": "2021-06-05",
            "count": 1
          },
          {
            "date": "2021-06-07",
            "count": 1
          },
          {
            "date": "2021-06-15",
            "count": 1
          },
          {
            "date": "2021-07-10",
            "count": 1
          },
          {
            "date": "2021-07-13",
            "count": 1
          },
          {
            "date": "2021-07-20",
            "count": 1
          },
          {
            "date": "2021-07-21",
            "count": 1
          },
          {
            "date": "2021-08-09",
            "count": 1
          },
          {
            "date": "2021-08-20",
            "count": 1
          },
          {
            "date": "2021-08-24",
            "count": 1
          },
          {
            "date": "2021-09-10",
            "count": 1
          },
          {
            "date": "2021-09-26",
            "count": 1
          },
          {
            "date": "2021-10-01",
            "count": 1
          },
          {
            "date": "2021-10-06",
            "count": 1
          },
          {
            "date": "2021-10-07",
            "count": 1
          },
          {
            "date": "2021-10-14",
            "count": 1
          },
          {
            "date": "2021-10-29",
            "count": 1
          },
          {
            "date": "2021-12-20",
            "count": 3
          },
          {
            "date": "2021-12-26",
            "count": 1
          },
          {
            "date": "2022-01-03",
            "count": 1
          },
          {
            "date": "2022-01-22",
            "count": 1
          },
          {
            "date": "2022-02-07",
            "count": 2
          },
          {
            "date": "2022-03-04",
            "count": 1
          },
          {
            "date": "2022-03-14",
            "count": 1
          },
          {
            "date": "2022-03-19",
            "count": 1
          },
          {
            "date": "2022-03-26",
            "count": 1
          },
          {
            "date": "2022-04-06",
            "count": 1
          },
          {
            "date": "2022-04-27",
            "count": 3
          },
          {
            "date": "2022-05-01",
            "count": 1
          },
          {
            "date": "2022-05-02",
            "count": 1
          },
          {
            "date": "2022-05-03",
            "count": 1
          },
          {
            "date": "2022-05-09",
            "count": 1
          },
          {
            "date": "2022-05-27",
            "count": 1
          },
          {
            "date": "2022-06-01",
            "count": 1
          },
          {
            "date": "2022-06-11",
            "count": 1
          },
          {
            "date": "2022-06-12",
            "count": 2
          },
          {
            "date": "2022-06-29",
            "count": 1
          },
          {
            "date": "2022-07-02",
            "count": 1
          },
          {
            "date": "2022-07-07",
            "count": 1
          },
          {
            "date": "2022-07-12",
            "count": 1
          },
          {
            "date": "2022-07-14",
            "count": 1
          },
          {
            "date": "2022-07-26",
            "count": 2
          },
          {
            "date": "2022-07-29",
            "count": 2
          },
          {
            "date": "2022-08-09",
            "count": 1
          },
          {
            "date": "2022-08-17",
            "count": 1
          },
          {
            "date": "2022-08-18",
            "count": 2
          },
          {
            "date": "2022-09-15",
            "count": 3
          },
          {
            "date": "2022-09-26",
            "count": 1
          },
          {
            "date": "2022-10-04",
            "count": 1
          },
          {
            "date": "2022-10-11",
            "count": 1
          },
          {
            "date": "2022-10-21",
            "count": 1
          },
          {
            "date": "2022-10-29",
            "count": 1
          },
          {
            "date": "2022-11-02",
            "count": 1
          },
          {
            "date": "2022-11-03",
            "count": 1
          },
          {
            "date": "2022-12-07",
            "count": 1
          },
          {
            "date": "2022-12-11",
            "count": 1
          },
          {
            "date": "2022-12-22",
            "count": 1
          },
          {
            "date": "2022-12-29",
            "count": 1
          },
          {
            "date": "2023-01-07",
            "count": 1
          },
          {
            "date": "2023-01-15",
            "count": 1
          },
          {
            "date": "2023-02-02",
            "count": 1
          },
          {
            "date": "2023-02-15",
            "count": 1
          },
          {
            "date": "2023-03-02",
            "count": 1
          },
          {
            "date": "2023-03-04",
            "count": 1
          },
          {
            "date": "2023-03-05",
            "count": 1
          },
          {
            "date": "2023-03-24",
            "count": 1
          },
          {
            "date": "2023-03-28",
            "count": 1
          },
          {
            "date": "2023-03-31",
            "count": 1
          },
          {
            "date": "2023-04-04",
            "count": 1
          },
          {
            "date": "2023-04-12",
            "count": 1
          },
          {
            "date": "2023-04-18",
            "count": 1
          },
          {
            "date": "2023-04-22",
            "count": 1
          },
          {
            "date": "2023-05-14",
            "count": 1
          },
          {
            "date": "2023-05-17",
            "count": 2
          },
          {
            "date": "2023-05-18",
            "count": 1
          },
          {
            "date": "2023-05-19",
            "count": 1
          },
          {
            "date": "2023-05-20",
            "count": 2
          },
          {
            "date": "2023-05-31",
            "count": 1
          },
          {
            "date": "2023-06-01",
            "count": 1
          },
          {
            "date": "2023-06-02",
            "count": 1
          },
          {
            "date": "2023-06-03",
            "count": 1
          },
          {
            "date": "2023-06-14",
            "count": 1
          },
          {
            "date": "2023-06-15",
            "count": 1
          },
          {
            "date": "2023-07-12",
            "count": 1
          },
          {
            "date": "2023-08-18",
            "count": 1
          },
          {
            "date": "2023-08-28",
            "count": 1
          },
          {
            "date": "2023-08-29",
            "count": 1
          },
          {
            "date": "2023-09-08",
            "count": 1
          },
          {
            "date": "2023-09-20",
            "count": 1
          },
          {
            "date": "2023-09-26",
            "count": 1
          },
          {
            "date": "2023-10-01",
            "count": 2
          },
          {
            "date": "2023-10-02",
            "count": 1
          },
          {
            "date": "2023-10-05",
            "count": 2
          },
          {
            "date": "2023-10-10",
            "count": 1
          },
          {
            "date": "2023-10-13",
            "count": 2
          },
          {
            "date": "2023-10-18",
            "count": 1
          },
          {
            "date": "2023-10-23",
            "count": 2
          },
          {
            "date": "2023-10-24",
            "count": 1
          },
          {
            "date": "2023-10-25",
            "count": 1
          },
          {
            "date": "2023-10-29",
            "count": 1
          },
          {
            "date": "2023-11-01",
            "count": 1
          },
          {
            "date": "2023-11-03",
            "count": 1
          },
          {
            "date": "2023-11-06",
            "count": 1
          },
          {
            "date": "2023-11-09",
            "count": 1
          },
          {
            "date": "2023-11-20",
            "count": 1
          },
          {
            "date": "2023-11-21",
            "count": 1
          },
          {
            "date": "2023-12-08",
            "count": 1
          },
          {
            "date": "2023-12-22",
            "count": 1
          },
          {
            "date": "2024-01-02",
            "count": 1
          },
          {
            "date": "2024-01-25",
            "count": 1
          },
          {
            "date": "2024-02-01",
            "count": 1
          },
          {
            "date": "2024-02-03",
            "count": 1
          },
          {
            "date": "2024-02-14",
            "count": 2
          },
          {
            "date": "2024-02-15",
            "count": 2
          },
          {
            "date": "2024-02-16",
            "count": 6
          },
          {
            "date": "2024-02-17",
            "count": 2
          },
          {
            "date": "2024-02-18",
            "count": 1
          },
          {
            "date": "2024-02-23",
            "count": 1
          },
          {
            "date": "2024-02-26",
            "count": 1
          },
          {
            "date": "2024-03-01",
            "count": 1
          },
          {
            "date": "2024-03-03",
            "count": 1
          },
          {
            "date": "2024-03-04",
            "count": 2
          },
          {
            "date": "2024-04-02",
            "count": 1
          },
          {
            "date": "2024-04-10",
            "count": 1
          },
          {
            "date": "2024-04-11",
            "count": 1
          },
          {
            "date": "2024-04-18",
            "count": 1
          },
          {
            "date": "2024-04-22",
            "count": 1
          },
          {
            "date": "2024-04-29",
            "count": 1
          },
          {
            "date": "2024-05-03",
            "count": 1
          },
          {
            "date": "2024-05-06",
            "count": 1
          },
          {
            "date": "2024-05-07",
            "count": 1
          },
          {
            "date": "2024-05-13",
            "count": 1
          },
          {
            "date": "2024-05-23",
            "count": 1
          },
          {
            "date": "2024-06-11",
            "count": 1
          },
          {
            "date": "2024-07-02",
            "count": 1
          },
          {
            "date": "2024-07-11",
            "count": 1
          },
          {
            "date": "2024-07-13",
            "count": 1
          },
          {
            "date": "2024-07-21",
            "count": 1
          },
          {
            "date": "2024-08-27",
            "count": 1
          },
          {
            "date": "2024-08-28",
            "count": 1
          },
          {
            "date": "2024-09-01",
            "count": 1
          },
          {
            "date": "2024-09-05",
            "count": 1
          },
          {
            "date": "2024-09-14",
            "count": 1
          },
          {
            "date": "2024-09-19",
            "count": 1
          },
          {
            "date": "2024-09-24",
            "count": 1
          },
          {
            "date": "2024-10-01",
            "count": 2
          },
          {
            "date": "2024-10-06",
            "count": 5
          },
          {
            "date": "2024-10-07",
            "count": 9
          },
          {
            "date": "2024-10-08",
            "count": 1
          },
          {
            "date": "2024-10-10",
            "count": 1
          },
          {
            "date": "2024-10-13",
            "count": 1
          },
          {
            "date": "2024-10-14",
            "count": 1
          },
          {
            "date": "2024-10-19",
            "count": 2
          },
          {
            "date": "2024-10-30",
            "count": 1
          },
          {
            "date": "2024-11-01",
            "count": 2
          },
          {
            "date": "2024-11-11",
            "count": 1
          },
          {
            "date": "2024-11-12",
            "count": 1
          },
          {
            "date": "2024-11-13",
            "count": 1
          },
          {
            "date": "2024-11-19",
            "count": 1
          },
          {
            "date": "2024-11-21",
            "count": 1
          },
          {
            "date": "2024-12-05",
            "count": 1
          },
          {
            "date": "2024-12-08",
            "count": 1
          },
          {
            "date": "2024-12-12",
            "count": 1
          },
          {
            "date": "2025-02-01",
            "count": 1
          },
          {
            "date": "2025-02-08",
            "count": 2
          },
          {
            "date": "2025-02-12",
            "count": 1
          },
          {
            "date": "2025-02-14",
            "count": 1
          },
          {
            "date": "2025-02-22",
            "count": 1
          },
          {
            "date": "2025-02-25",
            "count": 1
          },
          {
            "date": "2025-02-27",
            "count": 1
          },
          {
            "date": "2025-03-03",
            "count": 1
          },
          {
            "date": "2025-03-05",
            "count": 1
          },
          {
            "date": "2025-03-16",
            "count": 1
          },
          {
            "date": "2025-03-17",
            "count": 2
          },
          {
            "date": "2025-03-21",
            "count": 1
          },
          {
            "date": "2025-03-26",
            "count": 1
          },
          {
            "date": "2025-04-05",
            "count": 1
          },
          {
            "date": "2025-04-23",
            "count": 1
          },
          {
            "date": "2025-04-25",
            "count": 1
          },
          {
            "date": "2025-04-27",
            "count": 1
          },
          {
            "date": "2025-04-29",
            "count": 2
          },
          {
            "date": "2025-05-20",
            "count": 1
          },
          {
            "date": "2025-06-09",
            "count": 2
          },
          {
            "date": "2025-06-19",
            "count": 1
          },
          {
            "date": "2025-06-24",
            "count": 1
          },
          {
            "date": "2025-06-25",
            "count": 1
          },
          {
            "date": "2025-06-27",
            "count": 1
          },
          {
            "date": "2025-07-16",
            "count": 1
          },
          {
            "date": "2025-07-29",
            "count": 2
          },
          {
            "date": "2025-08-01",
            "count": 1
          },
          {
            "date": "2025-08-11",
            "count": 2
          },
          {
            "date": "2025-08-22",
            "count": 1
          },
          {
            "date": "2025-08-24",
            "count": 1
          },
          {
            "date": "2025-08-26",
            "count": 1
          },
          {
            "date": "2025-09-15",
            "count": 1
          },
          {
            "date": "2025-09-17",
            "count": 1
          },
          {
            "date": "2025-09-20",
            "count": 1
          },
          {
            "date": "2025-09-23",
            "count": 1
          },
          {
            "date": "2025-09-26",
            "count": 1
          },
          {
            "date": "2025-09-30",
            "count": 1
          },
          {
            "date": "2025-10-03",
            "count": 1
          },
          {
            "date": "2025-10-21",
            "count": 2
          },
          {
            "date": "2025-10-22",
            "count": 1
          },
          {
            "date": "2025-11-12",
            "count": 1
          },
          {
            "date": "2025-11-17",
            "count": 1
          },
          {
            "date": "2025-11-30",
            "count": 1
          },
          {
            "date": "2025-12-07",
            "count": 1
          },
          {
            "date": "2026-01-07",
            "count": 2
          },
          {
            "date": "2026-01-12",
            "count": 1
          },
          {
            "date": "2026-01-14",
            "count": 2
          },
          {
            "date": "2026-01-25",
            "count": 1
          },
          {
            "date": "2026-02-07",
            "count": 1
          },
          {
            "date": "2026-02-13",
            "count": 1
          },
          {
            "date": "2026-02-22",
            "count": 1
          },
          {
            "date": "2026-02-23",
            "count": 1
          },
          {
            "date": "2026-02-25",
            "count": 2
          },
          {
            "date": "2026-03-19",
            "count": 1
          },
          {
            "date": "2026-03-20",
            "count": 1
          },
          {
            "date": "2026-04-03",
            "count": 1
          },
          {
            "date": "2026-04-06",
            "count": 1
          },
          {
            "date": "2026-06-07",
            "count": 1
          },
          {
            "date": "2026-07-13",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 315,
        "total_stars": 315
      },
      "open_issues_and_prs": 165
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples",
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile",
        "docs/Makefile",
        "plugins/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 151999,
      "source_files_sampled": 980,
      "oversized_source_files": 9,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "plugins/setup.py",
        "pyproject.toml",
        "setup.cfg",
        "setup.py"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.10.10",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-27mf-ghqm-j3j8",
              "GHSA-2fqr-mr3j-6wp8",
              "GHSA-2vrm-gr82-f7m5",
              "GHSA-3wq7-rqq7-wx6j",
              "GHSA-4fvr-rgm6-gqmc",
              "GHSA-4m7w-qmgq-4wj5",
              "GHSA-54jq-c3m8-4m76",
              "GHSA-63hf-3vf5-4wqf",
              "GHSA-63hw-fmq6-xxg2",
              "GHSA-69f9-5gxw-wvc2"
            ],
            "fixed_version": "3.14.1",
            "advisory_count": 64,
            "oldest_advisory_days": 610
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.10.11",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-2fqr-mr3j-6wp8",
              "GHSA-2vrm-gr82-f7m5",
              "GHSA-3wq7-rqq7-wx6j",
              "GHSA-4fvr-rgm6-gqmc",
              "GHSA-4m7w-qmgq-4wj5",
              "GHSA-54jq-c3m8-4m76",
              "GHSA-63hf-3vf5-4wqf",
              "GHSA-63hw-fmq6-xxg2",
              "GHSA-69f9-5gxw-wvc2",
              "GHSA-6jhg-hg63-jvvf"
            ],
            "fixed_version": "3.14.1",
            "advisory_count": 60,
            "oldest_advisory_days": 372
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.13.3",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-2fqr-mr3j-6wp8",
              "GHSA-2vrm-gr82-f7m5",
              "GHSA-3wq7-rqq7-wx6j",
              "GHSA-4fvr-rgm6-gqmc",
              "GHSA-4m7w-qmgq-4wj5",
              "GHSA-63hf-3vf5-4wqf",
              "GHSA-63hw-fmq6-xxg2",
              "GHSA-966j-vmvw-g2g9",
              "GHSA-9x8q-7h8h-wcw9",
              "GHSA-c427-h43c-vf67"
            ],
            "fixed_version": "3.14.1",
            "advisory_count": 42,
            "oldest_advisory_days": 111
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.9.0",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-2fqr-mr3j-6wp8",
              "GHSA-2vrm-gr82-f7m5",
              "GHSA-3wq7-rqq7-wx6j",
              "GHSA-4fvr-rgm6-gqmc",
              "GHSA-4m7w-qmgq-4wj5",
              "GHSA-54jq-c3m8-4m76",
              "GHSA-5h86-8mv2-jq9f",
              "GHSA-5m98-qgg9-wh84",
              "GHSA-63hf-3vf5-4wqf",
              "GHSA-63hw-fmq6-xxg2"
            ],
            "fixed_version": "3.14.1",
            "advisory_count": 70,
            "oldest_advisory_days": 903
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.9.3",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-2fqr-mr3j-6wp8",
              "GHSA-2vrm-gr82-f7m5",
              "GHSA-3wq7-rqq7-wx6j",
              "GHSA-4fvr-rgm6-gqmc",
              "GHSA-4m7w-qmgq-4wj5",
              "GHSA-54jq-c3m8-4m76",
              "GHSA-5m98-qgg9-wh84",
              "GHSA-63hf-3vf5-4wqf",
              "GHSA-63hw-fmq6-xxg2",
              "GHSA-69f9-5gxw-wvc2"
            ],
            "fixed_version": "3.14.1",
            "advisory_count": 66,
            "oldest_advisory_days": 824
          },
          {
            "name": "apache-airflow",
            "direct": false,
            "version": "2.10.3",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.8,
            "advisory_ids": [
              "GHSA-2883-wwh7-x57v",
              "GHSA-2r5m-76wx-56gx",
              "GHSA-33g2-gx67-c2h3",
              "GHSA-4g48-54q2-fg7q",
              "GHSA-5g2w-9f8g-g5q7",
              "GHSA-6hcw-qqr8-pjj8",
              "GHSA-799x-qp47-8qwq",
              "GHSA-7c2f-r6gc-h92h",
              "GHSA-89cj-xrpx-j79m",
              "GHSA-8r55-rv5w-6pfm"
            ],
            "fixed_version": "3.2.1rc1",
            "advisory_count": 43,
            "oldest_advisory_days": 1243
          },
          {
            "name": "click",
            "direct": true,
            "version": "8.1.7",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.2,
            "advisory_ids": [
              "PYSEC-2026-2132"
            ],
            "fixed_version": "8.3.3",
            "advisory_count": 1,
            "oldest_advisory_days": 82
          },
          {
            "name": "click",
            "direct": true,
            "version": "8.3.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.2,
            "advisory_ids": [
              "PYSEC-2026-2132"
            ],
            "fixed_version": "8.3.3",
            "advisory_count": 1,
            "oldest_advisory_days": 82
          },
          {
            "name": "msgpack",
            "direct": true,
            "version": "1.1.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-6v7p-g79w-8964"
            ],
            "fixed_version": "1.2.1",
            "advisory_count": 1,
            "oldest_advisory_days": 31
          },
          {
            "name": "msgpack",
            "direct": true,
            "version": "1.1.2",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-6v7p-g79w-8964"
            ],
            "fixed_version": "1.2.1",
            "advisory_count": 1,
            "oldest_advisory_days": 31
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "4.24.4",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-7gcm-g887-7qv7",
              "GHSA-8qvm-5x2c-j2w7",
              "PYSEC-2026-1805",
              "PYSEC-2026-1806"
            ],
            "fixed_version": "6.33.5",
            "advisory_count": 4,
            "oldest_advisory_days": 400
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "4.25.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-7gcm-g887-7qv7",
              "GHSA-8qvm-5x2c-j2w7",
              "PYSEC-2026-1805",
              "PYSEC-2026-1806"
            ],
            "fixed_version": "6.33.5",
            "advisory_count": 4,
            "oldest_advisory_days": 400
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "4.25.5",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-7gcm-g887-7qv7",
              "GHSA-8qvm-5x2c-j2w7",
              "PYSEC-2026-1805",
              "PYSEC-2026-1806"
            ],
            "fixed_version": "6.33.5",
            "advisory_count": 4,
            "oldest_advisory_days": 400
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "4.25.8",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-7gcm-g887-7qv7",
              "PYSEC-2026-1805"
            ],
            "fixed_version": "6.33.5",
            "advisory_count": 2,
            "oldest_advisory_days": 179
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "5.28.2",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-7gcm-g887-7qv7",
              "GHSA-8qvm-5x2c-j2w7",
              "PYSEC-2026-1805",
              "PYSEC-2026-1806"
            ],
            "fixed_version": "6.33.5",
            "advisory_count": 4,
            "oldest_advisory_days": 400
          },
          {
            "name": "setuptools",
            "direct": true,
            "version": "69.5.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 8.8,
            "advisory_ids": [
              "GHSA-5rjg-fvgr-3xxf",
              "GHSA-cx63-2mw6-8hw5",
              "GHSA-h35f-9h28-mq5c",
              "PYSEC-2025-49",
              "PYSEC-2026-1918",
              "PYSEC-2026-3447"
            ],
            "fixed_version": "83.0.0",
            "advisory_count": 6,
            "oldest_advisory_days": 736
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "1.26.18",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2xpw-w6gg-jr37",
              "GHSA-34jh-p97f-mpxf",
              "GHSA-38jv-5279-wg99",
              "GHSA-gm62-xv2j-4w53",
              "GHSA-pq67-6m6q-mj2v",
              "GHSA-qccp-gfcp-xxvc",
              "PYSEC-2026-141",
              "PYSEC-2026-1994",
              "PYSEC-2026-1995",
              "PYSEC-2026-1996"
            ],
            "fixed_version": "2.7.0",
            "advisory_count": 12,
            "oldest_advisory_days": 763
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "2.0.7",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2xpw-w6gg-jr37",
              "GHSA-34jh-p97f-mpxf",
              "GHSA-38jv-5279-wg99",
              "GHSA-gm62-xv2j-4w53",
              "GHSA-pq67-6m6q-mj2v",
              "GHSA-qccp-gfcp-xxvc",
              "PYSEC-2026-141",
              "PYSEC-2026-1994",
              "PYSEC-2026-1995",
              "PYSEC-2026-1996"
            ],
            "fixed_version": "2.7.0",
            "advisory_count": 12,
            "oldest_advisory_days": 763
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "2.2.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2xpw-w6gg-jr37",
              "GHSA-34jh-p97f-mpxf",
              "GHSA-38jv-5279-wg99",
              "GHSA-48p4-8xcf-vxj5",
              "GHSA-gm62-xv2j-4w53",
              "GHSA-pq67-6m6q-mj2v",
              "GHSA-qccp-gfcp-xxvc",
              "PYSEC-2026-141",
              "PYSEC-2026-1994",
              "PYSEC-2026-1995"
            ],
            "fixed_version": "2.7.0",
            "advisory_count": 14,
            "oldest_advisory_days": 763
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "2.2.3",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2xpw-w6gg-jr37",
              "GHSA-38jv-5279-wg99",
              "GHSA-48p4-8xcf-vxj5",
              "GHSA-gm62-xv2j-4w53",
              "GHSA-pq67-6m6q-mj2v",
              "GHSA-qccp-gfcp-xxvc",
              "PYSEC-2026-141",
              "PYSEC-2026-1994",
              "PYSEC-2026-1996",
              "PYSEC-2026-1997"
            ],
            "fixed_version": "2.7.0",
            "advisory_count": 12,
            "oldest_advisory_days": 398
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "2.6.3",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-mf9v-mfxr-j63j",
              "GHSA-qccp-gfcp-xxvc",
              "PYSEC-2026-141",
              "PYSEC-2026-142"
            ],
            "fixed_version": "2.7.0",
            "advisory_count": 4,
            "oldest_advisory_days": 71
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.5.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-8ppf-4f7h-5ppj",
              "GHSA-hm4w-wwcw-mr6r",
              "GHSA-jr27-m4p2-rc6r",
              "PYSEC-2026-2263"
            ],
            "fixed_version": "0.6.4",
            "advisory_count": 4,
            "oldest_advisory_days": 0
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-8ppf-4f7h-5ppj",
              "GHSA-hm4w-wwcw-mr6r",
              "GHSA-jr27-m4p2-rc6r",
              "PYSEC-2026-2263"
            ],
            "fixed_version": "0.6.4",
            "advisory_count": 4,
            "oldest_advisory_days": 0
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-63vm-454h-vhhq",
              "GHSA-8ppf-4f7h-5ppj",
              "GHSA-hm4w-wwcw-mr6r",
              "GHSA-jr27-m4p2-rc6r",
              "PYSEC-2026-1810",
              "PYSEC-2026-2263"
            ],
            "fixed_version": "0.6.4",
            "advisory_count": 6,
            "oldest_advisory_days": 0
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.2",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-8ppf-4f7h-5ppj",
              "GHSA-hm4w-wwcw-mr6r",
              "GHSA-jr27-m4p2-rc6r",
              "PYSEC-2026-2263"
            ],
            "fixed_version": "0.6.4",
            "advisory_count": 4,
            "oldest_advisory_days": 0
          },
          {
            "name": "diskcache",
            "direct": true,
            "version": "5.6.3",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-w8v5-vhqr-4h9v",
              "PYSEC-2026-2447"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": 159
          },
          {
            "name": "marshmallow",
            "direct": true,
            "version": "3.20.1",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-428g-f7cq-pgp5",
              "PYSEC-2026-1605"
            ],
            "fixed_version": "4.1.2",
            "advisory_count": 2,
            "oldest_advisory_days": 211
          },
          {
            "name": "marshmallow",
            "direct": true,
            "version": "3.20.2",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-428g-f7cq-pgp5",
              "PYSEC-2026-1605"
            ],
            "fixed_version": "4.1.2",
            "advisory_count": 2,
            "oldest_advisory_days": 211
          },
          {
            "name": "marshmallow",
            "direct": true,
            "version": "3.21.2",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-428g-f7cq-pgp5",
              "PYSEC-2026-1605"
            ],
            "fixed_version": "4.1.2",
            "advisory_count": 2,
            "oldest_advisory_days": 211
          },
          {
            "name": "marshmallow",
            "direct": true,
            "version": "3.22.0",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-428g-f7cq-pgp5",
              "PYSEC-2026-1605"
            ],
            "fixed_version": "4.1.2",
            "advisory_count": 2,
            "oldest_advisory_days": 211
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.31.0",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.6,
            "advisory_ids": [
              "GHSA-9hjg-9r4m-mvj7",
              "GHSA-9wx4-h78v-vm56",
              "GHSA-gc5v-m9x4-r6x2",
              "PYSEC-2026-1872",
              "PYSEC-2026-1873",
              "PYSEC-2026-2275"
            ],
            "fixed_version": "2.33.0",
            "advisory_count": 6,
            "oldest_advisory_days": 792
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.32.2",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.5,
            "advisory_ids": [
              "GHSA-9hjg-9r4m-mvj7",
              "GHSA-gc5v-m9x4-r6x2",
              "PYSEC-2026-1872",
              "PYSEC-2026-2275"
            ],
            "fixed_version": "2.33.0",
            "advisory_count": 4,
            "oldest_advisory_days": 407
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.32.3",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.5,
            "advisory_ids": [
              "GHSA-9hjg-9r4m-mvj7",
              "GHSA-gc5v-m9x4-r6x2",
              "PYSEC-2026-1872",
              "PYSEC-2026-2275"
            ],
            "fixed_version": "2.33.0",
            "advisory_count": 4,
            "oldest_advisory_days": 407
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.32.5",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.5,
            "advisory_ids": [
              "GHSA-gc5v-m9x4-r6x2",
              "PYSEC-2026-2275"
            ],
            "fixed_version": "2.33.0",
            "advisory_count": 2,
            "oldest_advisory_days": 118
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.10",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-65pc-fj4g-8rjx",
              "PYSEC-2026-215"
            ],
            "fixed_version": "3.15",
            "advisory_count": 2,
            "oldest_advisory_days": 63
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.4",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-65pc-fj4g-8rjx",
              "GHSA-jjg7-2v4v-x38h",
              "PYSEC-2024-60",
              "PYSEC-2026-215"
            ],
            "fixed_version": "3.15",
            "advisory_count": 4,
            "oldest_advisory_days": 63
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.6",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-65pc-fj4g-8rjx",
              "GHSA-jjg7-2v4v-x38h",
              "PYSEC-2024-60",
              "PYSEC-2026-215"
            ],
            "fixed_version": "3.15",
            "advisory_count": 4,
            "oldest_advisory_days": 63
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.7",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-65pc-fj4g-8rjx",
              "PYSEC-2026-215"
            ],
            "fixed_version": "3.15",
            "advisory_count": 2,
            "oldest_advisory_days": 63
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "7.4.0",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 6.8,
            "advisory_ids": [
              "GHSA-6w46-j5rx-g56g",
              "PYSEC-2026-1845"
            ],
            "fixed_version": "9.0.3",
            "advisory_count": 2,
            "oldest_advisory_days": 180
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "7.4.3",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 6.8,
            "advisory_ids": [
              "GHSA-6w46-j5rx-g56g",
              "PYSEC-2026-1845"
            ],
            "fixed_version": "9.0.3",
            "advisory_count": 2,
            "oldest_advisory_days": 180
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "8.2.1",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 6.8,
            "advisory_ids": [
              "GHSA-6w46-j5rx-g56g",
              "PYSEC-2026-1845"
            ],
            "fixed_version": "9.0.3",
            "advisory_count": 2,
            "oldest_advisory_days": 180
          },
          {
            "name": "pygments",
            "direct": true,
            "version": "2.17.1",
            "severity": "low",
            "ecosystem": "pypi",
            "cvss_score": 3.3,
            "advisory_ids": [
              "GHSA-5239-wwwm-4pmq",
              "PYSEC-2026-2987"
            ],
            "fixed_version": "2.20.0",
            "advisory_count": 2,
            "oldest_advisory_days": 121
          },
          {
            "name": "pygments",
            "direct": true,
            "version": "2.17.2",
            "severity": "low",
            "ecosystem": "pypi",
            "cvss_score": 3.3,
            "advisory_ids": [
              "GHSA-5239-wwwm-4pmq",
              "PYSEC-2026-2987"
            ],
            "fixed_version": "2.20.0",
            "advisory_count": 2,
            "oldest_advisory_days": 121
          },
          {
            "name": "pygments",
            "direct": true,
            "version": "2.18.0",
            "severity": "low",
            "ecosystem": "pypi",
            "cvss_score": 3.3,
            "advisory_ids": [
              "GHSA-5239-wwwm-4pmq",
              "PYSEC-2026-2987"
            ],
            "fixed_version": "2.20.0",
            "advisory_count": 2,
            "oldest_advisory_days": 121
          },
          {
            "name": "pygments",
            "direct": true,
            "version": "2.19.2",
            "severity": "low",
            "ecosystem": "pypi",
            "cvss_score": 3.3,
            "advisory_ids": [
              "GHSA-5239-wwwm-4pmq",
              "PYSEC-2026-2987"
            ],
            "fixed_version": "2.20.0",
            "advisory_count": 2,
            "oldest_advisory_days": 121
          },
          {
            "name": "apache-airflow-providers-fab",
            "direct": false,
            "version": "1.4.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-8863-4qmg-fr45",
              "GHSA-g283-w6fp-c4fc",
              "PYSEC-2026-1147",
              "PYSEC-2026-2366"
            ],
            "fixed_version": null,
            "advisory_count": 4,
            "oldest_advisory_days": null
          },
          {
            "name": "apache-airflow-providers-ftp",
            "direct": false,
            "version": "3.11.1",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "PYSEC-2026-238"
            ],
            "fixed_version": null,
            "advisory_count": 1,
            "oldest_advisory_days": null
          },
          {
            "name": "apache-airflow-providers-google",
            "direct": false,
            "version": "10.23.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-g9v5-gjwf-9rwx",
              "PYSEC-2026-166",
              "PYSEC-2026-2084"
            ],
            "fixed_version": null,
            "advisory_count": 3,
            "oldest_advisory_days": null
          },
          {
            "name": "apache-airflow-providers-http",
            "direct": false,
            "version": "4.13.1",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-9r5j-7r2x-rv4g",
              "PYSEC-2026-2367"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": "1.29.5",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-jm66-cg57-jjv5",
              "PYSEC-2026-1208"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": "1.30.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-jm66-cg57-jjv5",
              "PYSEC-2026-1208"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": "1.30.1",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-jm66-cg57-jjv5",
              "PYSEC-2026-1208"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": "1.31.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-jm66-cg57-jjv5",
              "PYSEC-2026-1208"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "azure-identity",
            "direct": false,
            "version": "1.15.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-m5vv-6r4h-3vj9",
              "PYSEC-2026-1209"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "azure-identity",
            "direct": false,
            "version": "1.16.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-m5vv-6r4h-3vj9",
              "PYSEC-2026-1209"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2023.11.17",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-248v-346w-9cwc",
              "PYSEC-2024-230"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2024.2.2",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-248v-346w-9cwc",
              "PYSEC-2024-230"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "41.0.5",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-3ww4-gg4f-jr7f",
              "GHSA-537c-gmf6-5ccf",
              "GHSA-6vqw-3v5j-54x4",
              "GHSA-9v9h-cgj8-h64p",
              "GHSA-h4gh-qq45-vh27",
              "GHSA-jfhm-5ghh-2f97",
              "GHSA-m959-cc7f-wv43",
              "GHSA-r6ph-v2qm-q3c2",
              "PYSEC-2023-254",
              "PYSEC-2024-225"
            ],
            "fixed_version": null,
            "advisory_count": 14,
            "oldest_advisory_days": null
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "42.0.2",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-537c-gmf6-5ccf",
              "GHSA-6vqw-3v5j-54x4",
              "GHSA-79v4-65xg-pq4g",
              "GHSA-h4gh-qq45-vh27",
              "GHSA-m959-cc7f-wv43",
              "GHSA-r6ph-v2qm-q3c2",
              "PYSEC-2024-225",
              "PYSEC-2026-1284",
              "PYSEC-2026-2141",
              "PYSEC-2026-35"
            ],
            "fixed_version": null,
            "advisory_count": 10,
            "oldest_advisory_days": null
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "43.0.1",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-537c-gmf6-5ccf",
              "GHSA-79v4-65xg-pq4g",
              "GHSA-m959-cc7f-wv43",
              "GHSA-r6ph-v2qm-q3c2",
              "PYSEC-2026-1284",
              "PYSEC-2026-2141",
              "PYSEC-2026-35"
            ],
            "fixed_version": null,
            "advisory_count": 7,
            "oldest_advisory_days": null
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.13.1",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-qmgc-5h2g-mvrw",
              "GHSA-w853-jp5j-5j7f",
              "PYSEC-2026-1374",
              "PYSEC-2026-1375"
            ],
            "fixed_version": null,
            "advisory_count": 4,
            "oldest_advisory_days": null
          },
          {
            "name": "flask",
            "direct": false,
            "version": "2.2.5",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-68rp-wp8r-4726",
              "PYSEC-2026-2151"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "flask-appbuilder",
            "direct": false,
            "version": "4.5.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-765j-9r45-w2q2",
              "GHSA-99pm-ch96-ccp2",
              "GHSA-fw5r-6m3x-rh7p",
              "GHSA-p8q5-cvwx-wvwp",
              "PYSEC-2025-15",
              "PYSEC-2026-1378",
              "PYSEC-2026-1379",
              "PYSEC-2026-1382"
            ],
            "fixed_version": null,
            "advisory_count": 8,
            "oldest_advisory_days": null
          },
          {
            "name": "gitpython",
            "direct": false,
            "version": "3.1.40",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-2f96-g7mh-g2hx",
              "GHSA-2mqj-m65w-jghx",
              "GHSA-7545-fcxq-7j24",
              "GHSA-956x-8gvw-wg5v",
              "GHSA-mv93-w799-cj2w",
              "GHSA-rpm5-65cw-6hj4",
              "GHSA-v87r-6q3f-2j67",
              "GHSA-x2qx-6953-8485",
              "PYSEC-2024-4",
              "PYSEC-2026-2160"
            ],
            "fixed_version": null,
            "advisory_count": 13,
            "oldest_advisory_days": null
          },
          {
            "name": "google-cloud-aiplatform",
            "direct": false,
            "version": "1.70.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-wh2j-26j7-9728",
              "PYSEC-2026-2500"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.14.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-vqfr-h8mv-ghfj",
              "PYSEC-2026-348"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "httplib2",
            "direct": false,
            "version": "0.22.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "PYSEC-2026-3444"
            ],
            "fixed_version": null,
            "advisory_count": 1,
            "oldest_advisory_days": null
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "5.3.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-58pv-8j8x-9vj2",
              "PYSEC-2026-1469"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "6.0.1",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-58pv-8j8x-9vj2",
              "PYSEC-2026-1469"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.2",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-cpwx-vrp4-4pq7",
              "GHSA-gmj6-6f8f-6699",
              "GHSA-h5c8-rqwp-cp95",
              "GHSA-h75v-3vvj-5mfj",
              "GHSA-q2x7-8rv6-6q7h",
              "PYSEC-2026-1471",
              "PYSEC-2026-1472",
              "PYSEC-2026-1473",
              "PYSEC-2026-1474",
              "PYSEC-2026-1475"
            ],
            "fixed_version": null,
            "advisory_count": 10,
            "oldest_advisory_days": null
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.3",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-cpwx-vrp4-4pq7",
              "GHSA-gmj6-6f8f-6699",
              "GHSA-h75v-3vvj-5mfj",
              "GHSA-q2x7-8rv6-6q7h",
              "PYSEC-2026-1471",
              "PYSEC-2026-1472",
              "PYSEC-2026-1474",
              "PYSEC-2026-1475"
            ],
            "fixed_version": null,
            "advisory_count": 8,
            "oldest_advisory_days": null
          },
          {
            "name": "js2py",
            "direct": false,
            "version": "0.74",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-h95x-26f3-88hr",
              "PYSEC-2026-1476"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "jupyter-core",
            "direct": false,
            "version": "5.7.2",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-33p9-3p43-82vq",
              "PYSEC-2026-1477"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "keras",
            "direct": false,
            "version": "2.15.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-36fq-jgmw-4r9c",
              "GHSA-4f3f-g24h-fr8m",
              "GHSA-cjgq-5qmw-rcj6",
              "GHSA-hjqc-jx6g-rwp9",
              "GHSA-mq84-hjqx-cwf2",
              "PYSEC-2025-121",
              "PYSEC-2026-1486",
              "PYSEC-2026-1487",
              "PYSEC-2026-2324",
              "PYSEC-2026-2547"
            ],
            "fixed_version": null,
            "advisory_count": 10,
            "oldest_advisory_days": null
          },
          {
            "name": "mako",
            "direct": false,
            "version": "1.3.5",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-2h4p-vjrc-8xpq",
              "GHSA-v92g-xgxw-vvmm",
              "PYSEC-2026-2617",
              "PYSEC-2026-88"
            ],
            "fixed_version": null,
            "advisory_count": 4,
            "oldest_advisory_days": null
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.10.3",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-hx9q-6w63-j58v",
              "PYSEC-2026-107"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.10.7",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-hx9q-6w63-j58v",
              "PYSEC-2026-107"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "10.3.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-45hq-cxwh-f6vc",
              "GHSA-4x4j-2g7c-83w6",
              "GHSA-5x94-69rx-g8h2",
              "GHSA-62p4-gmf7-7g93",
              "GHSA-6r8x-57c9-28j4",
              "GHSA-8v84-f9pq-wr9x",
              "GHSA-9hw9-ch79-4vh6",
              "GHSA-cfh3-3jmp-rvhc",
              "GHSA-fj7v-r99m-22gq",
              "GHSA-jjj6-mw9f-p565"
            ],
            "fixed_version": null,
            "advisory_count": 29,
            "oldest_advisory_days": null
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "10.4.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-45hq-cxwh-f6vc",
              "GHSA-4x4j-2g7c-83w6",
              "GHSA-5x94-69rx-g8h2",
              "GHSA-62p4-gmf7-7g93",
              "GHSA-6r8x-57c9-28j4",
              "GHSA-8v84-f9pq-wr9x",
              "GHSA-9hw9-ch79-4vh6",
              "GHSA-cfh3-3jmp-rvhc",
              "GHSA-fj7v-r99m-22gq",
              "GHSA-jjj6-mw9f-p565"
            ],
            "fixed_version": null,
            "advisory_count": 29,
            "oldest_advisory_days": null
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.2.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-45hq-cxwh-f6vc",
              "GHSA-4x4j-2g7c-83w6",
              "GHSA-5x94-69rx-g8h2",
              "GHSA-62p4-gmf7-7g93",
              "GHSA-6r8x-57c9-28j4",
              "GHSA-8v84-f9pq-wr9x",
              "GHSA-9hw9-ch79-4vh6",
              "GHSA-fj7v-r99m-22gq",
              "GHSA-jjj6-mw9f-p565",
              "GHSA-pg7v-jwj7-p798"
            ],
            "fixed_version": null,
            "advisory_count": 21,
            "oldest_advisory_days": null
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "10.0.1",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-5wvp-7f3h-6wmm",
              "PYSEC-2023-238",
              "PYSEC-2024-161"
            ],
            "fixed_version": null,
            "advisory_count": 3,
            "oldest_advisory_days": null
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "15.0.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-rgxp-2hwp-jwgg",
              "PYSEC-2024-161",
              "PYSEC-2026-113"
            ],
            "fixed_version": null,
            "advisory_count": 3,
            "oldest_advisory_days": null
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "16.1.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-rgxp-2hwp-jwgg",
              "PYSEC-2024-161",
              "PYSEC-2026-113"
            ],
            "fixed_version": null,
            "advisory_count": 3,
            "oldest_advisory_days": null
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.11.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-752w-5fwx-jx9f",
              "GHSA-993g-76c3-p5m4",
              "GHSA-fhv5-28vv-h8m8",
              "GHSA-jq35-7prp-9v3f",
              "GHSA-w7vc-732c-9m39",
              "GHSA-xgmm-8j9v-c9wx",
              "PYSEC-2026-120",
              "PYSEC-2026-175",
              "PYSEC-2026-176",
              "PYSEC-2026-177"
            ],
            "fixed_version": null,
            "advisory_count": 12,
            "oldest_advisory_days": null
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.8.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-752w-5fwx-jx9f",
              "GHSA-993g-76c3-p5m4",
              "GHSA-fhv5-28vv-h8m8",
              "GHSA-w7vc-732c-9m39",
              "GHSA-xgmm-8j9v-c9wx",
              "PYSEC-2025-183",
              "PYSEC-2026-120",
              "PYSEC-2026-175",
              "PYSEC-2026-177",
              "PYSEC-2026-178"
            ],
            "fixed_version": null,
            "advisory_count": 11,
            "oldest_advisory_days": null
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.9.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-752w-5fwx-jx9f",
              "GHSA-993g-76c3-p5m4",
              "GHSA-fhv5-28vv-h8m8",
              "GHSA-jq35-7prp-9v3f",
              "GHSA-w7vc-732c-9m39",
              "GHSA-xgmm-8j9v-c9wx",
              "PYSEC-2025-183",
              "PYSEC-2026-120",
              "PYSEC-2026-175",
              "PYSEC-2026-176"
            ],
            "fixed_version": null,
            "advisory_count": 13,
            "oldest_advisory_days": null
          },
          {
            "name": "pyopenssl",
            "direct": false,
            "version": "23.3.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-5pwr-322w-8jr4",
              "GHSA-vp96-hxj8-p424",
              "PYSEC-2026-2268",
              "PYSEC-2026-2269"
            ],
            "fixed_version": null,
            "advisory_count": 4,
            "oldest_advisory_days": null
          },
          {
            "name": "pyopenssl",
            "direct": false,
            "version": "24.2.1",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-5pwr-322w-8jr4",
              "GHSA-vp96-hxj8-p424",
              "PYSEC-2026-2268",
              "PYSEC-2026-2269"
            ],
            "fixed_version": null,
            "advisory_count": 4,
            "oldest_advisory_days": null
          },
          {
            "name": "pyspark",
            "direct": false,
            "version": "3.3.2",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-6p6v-m64v-jx8q",
              "PYSEC-2023-44",
              "PYSEC-2025-184"
            ],
            "fixed_version": null,
            "advisory_count": 3,
            "oldest_advisory_days": null
          },
          {
            "name": "pyspark",
            "direct": false,
            "version": "3.5.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-6p6v-m64v-jx8q",
              "PYSEC-2025-184"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "torch",
            "direct": false,
            "version": "1.12.1",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-3749-ghw9-m3mg",
              "GHSA-47fc-vmwq-366v",
              "GHSA-53q9-r3pm-6pq6",
              "GHSA-5pcm-hx3q-hm94",
              "GHSA-887c-mr87-cxwp",
              "GHSA-c678-jfcj-6jmf",
              "GHSA-f4hp-rmr7-r7v8",
              "GHSA-pg7h-5qx3-wjr3",
              "GHSA-qfhq-4f3w-5fph",
              "GHSA-rrmf-rvhw-rf47"
            ],
            "fixed_version": null,
            "advisory_count": 30,
            "oldest_advisory_days": null
          },
          {
            "name": "torch",
            "direct": false,
            "version": "2.1.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-3749-ghw9-m3mg",
              "GHSA-53q9-r3pm-6pq6",
              "GHSA-5pcm-hx3q-hm94",
              "GHSA-887c-mr87-cxwp",
              "GHSA-c678-jfcj-6jmf",
              "GHSA-f4hp-rmr7-r7v8",
              "GHSA-pg7h-5qx3-wjr3",
              "GHSA-qfhq-4f3w-5fph",
              "GHSA-rrmf-rvhw-rf47",
              "GHSA-vgrw-7cvw-pwgx"
            ],
            "fixed_version": null,
            "advisory_count": 28,
            "oldest_advisory_days": null
          },
          {
            "name": "tornado",
            "direct": false,
            "version": "6.4.1",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-3x9g-8vmp-wqvf",
              "GHSA-78cv-mqj4-43f7",
              "GHSA-7cx3-6m66-7c5m",
              "GHSA-8w49-h785-mj3c",
              "GHSA-c98p-7wgm-6p64",
              "GHSA-cx3h-4qpv-8hc9",
              "GHSA-fqwm-6jpj-5wxc",
              "GHSA-jhmp-mqwm-3gq8",
              "GHSA-mgf9-4vpg-hj56",
              "GHSA-pr2v-jx2c-wg9f"
            ],
            "fixed_version": null,
            "advisory_count": 22,
            "oldest_advisory_days": null
          },
          {
            "name": "werkzeug",
            "direct": false,
            "version": "2.2.3",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-29vq-49wr-vm6x",
              "GHSA-2g68-c3qc-8985",
              "GHSA-87hc-h4r5-73f7",
              "GHSA-f9vj-2wh5-fj8j",
              "GHSA-hgf8-39gv-g3f2",
              "GHSA-hrfv-mqp8-q5rw",
              "GHSA-q34m-jh98-gwm2",
              "PYSEC-2023-221",
              "PYSEC-2026-2043",
              "PYSEC-2026-2044"
            ],
            "fixed_version": null,
            "advisory_count": 14,
            "oldest_advisory_days": null
          },
          {
            "name": "werkzeug",
            "direct": false,
            "version": "3.1.5",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-29vq-49wr-vm6x",
              "PYSEC-2026-2320"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "wheel",
            "direct": false,
            "version": "0.41.3",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-8rrh-rw8j-w5fx",
              "PYSEC-2026-2047"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.17.0",
            "severity": "unknown",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-jfmj-5v4g-7637",
              "PYSEC-2026-2074"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": null
          }
        ],
        "collected": true,
        "truncated": false,
        "by_severity": {
          "low": 4,
          "high": 19,
          "unknown": 52,
          "critical": 6,
          "moderate": 16
        },
        "advisory_count": 867,
        "affected_count": 97,
        "assessed_count": 669,
        "assessed_package": null,
        "unassessed_count": 71,
        "direct_affected_count": 28
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "adlfs",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2023.3.0"
        },
        {
          "name": "cachetools",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.3.3"
        },
        {
          "name": "click",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.6"
        },
        {
          "name": "cloudpickle",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0.0"
        },
        {
          "name": "croniter",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.3.20"
        },
        {
          "name": "dataclasses-json",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.5.2,<0.5.12"
        },
        {
          "name": "diskcache",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.2.1"
        },
        {
          "name": "docker",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.0.0"
        },
        {
          "name": "docstring-parser",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.9.0"
        },
        {
          "name": "flyteidl",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.16.7,<2.0.0a0"
        },
        {
          "name": "fsspec",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2024.9.0"
        },
        {
          "name": "gcsfs",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2024.9.0,!=2025.5.0,!=2025.5.0post1"
        },
        {
          "name": "googleapis-common-protos",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.57"
        },
        {
          "name": "grpcio",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "grpcio-status",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "importlib-metadata",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "joblib",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "jsonlines",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "jsonpickle",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "keyring",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=18.0.1"
        },
        {
          "name": "markdown-it-py",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "marshmallow",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3,<4"
        },
        {
          "name": "marshmallow-enum",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "marshmallow-jsonschema",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.12.0"
        },
        {
          "name": "setuptools",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "<82"
        },
        {
          "name": "mashumaro",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.15"
        },
        {
          "name": "msgpack",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.1.0"
        },
        {
          "name": "protobuf",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "!=4.25.0"
        },
        {
          "name": "pygments",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "python-json-logger",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0.0"
        },
        {
          "name": "pytimeparse",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.1.8"
        },
        {
          "name": "pyyaml",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "!=6.0.0,!=5.4.0,!=5.4.1"
        },
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.18.4"
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "rich_click",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "s3fs",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2024.9.0"
        },
        {
          "name": "statsd",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.0.0"
        },
        {
          "name": "typing_extensions",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "urllib3",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.22"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "adlfs",
            "direct": true,
            "version": "2023.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "adlfs",
            "direct": true,
            "version": "2023.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "adlfs",
            "direct": true,
            "version": "2024.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "adlfs",
            "direct": true,
            "version": "2024.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "adlfs",
            "direct": true,
            "version": "2026.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cachetools",
            "direct": true,
            "version": "5.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "cachetools",
            "direct": true,
            "version": "5.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "cachetools",
            "direct": true,
            "version": "5.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cachetools",
            "direct": true,
            "version": "7.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": true,
            "version": "8.1.7",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": true,
            "version": "8.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpickle",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpickle",
            "direct": true,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpickle",
            "direct": true,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpickle",
            "direct": true,
            "version": "3.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpickle",
            "direct": true,
            "version": "3.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "croniter",
            "direct": true,
            "version": "2.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "croniter",
            "direct": true,
            "version": "2.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "croniter",
            "direct": true,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "croniter",
            "direct": true,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "dataclasses-json",
            "direct": true,
            "version": "0.5.9",
            "ecosystem": "pypi"
          },
          {
            "name": "diskcache",
            "direct": true,
            "version": "5.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "docker",
            "direct": true,
            "version": "6.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "docker",
            "direct": true,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": true,
            "version": "0.15",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": true,
            "version": "0.16",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": true,
            "version": "0.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flyteidl",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "flyteidl",
            "direct": true,
            "version": "1.10.6",
            "ecosystem": "pypi"
          },
          {
            "name": "flyteidl",
            "direct": true,
            "version": "1.10.7b0",
            "ecosystem": "pypi"
          },
          {
            "name": "flyteidl",
            "direct": true,
            "version": "1.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "flyteidl",
            "direct": true,
            "version": "1.16.3",
            "ecosystem": "pypi"
          },
          {
            "name": "flyteidl",
            "direct": true,
            "version": "1.16.4",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": true,
            "version": "2023.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": true,
            "version": "2023.9.2",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": true,
            "version": "2024.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": true,
            "version": "2024.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": true,
            "version": "2026.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gcsfs",
            "direct": true,
            "version": "2023.9.2",
            "ecosystem": "pypi"
          },
          {
            "name": "gcsfs",
            "direct": true,
            "version": "2024.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gcsfs",
            "direct": true,
            "version": "2024.9.0.post1",
            "ecosystem": "pypi"
          },
          {
            "name": "gcsfs",
            "direct": true,
            "version": "2026.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": true,
            "version": "1.61.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": true,
            "version": "1.62.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": true,
            "version": "1.63.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": true,
            "version": "1.65.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": true,
            "version": "1.72.0",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": true,
            "version": "1.59.3",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": true,
            "version": "1.60.1",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": true,
            "version": "1.64.0",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": true,
            "version": "1.66.2",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": true,
            "version": "1.78.0",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-status",
            "direct": true,
            "version": "1.59.3",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-status",
            "direct": true,
            "version": "1.60.1",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-status",
            "direct": true,
            "version": "1.62.2",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-status",
            "direct": true,
            "version": "1.62.3",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-status",
            "direct": true,
            "version": "1.66.2",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-status",
            "direct": true,
            "version": "1.78.0",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": true,
            "version": "6.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": true,
            "version": "7.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": true,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": true,
            "version": "8.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": true,
            "version": "8.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": true,
            "version": "8.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "joblib",
            "direct": true,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "joblib",
            "direct": true,
            "version": "1.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "joblib",
            "direct": true,
            "version": "1.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonlines",
            "direct": true,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpickle",
            "direct": true,
            "version": "3.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpickle",
            "direct": true,
            "version": "3.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpickle",
            "direct": true,
            "version": "3.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpickle",
            "direct": true,
            "version": "4.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": true,
            "version": "24.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": true,
            "version": "25.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": true,
            "version": "25.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": true,
            "version": "25.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": true,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": true,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow",
            "direct": true,
            "version": "3.20.1",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow",
            "direct": true,
            "version": "3.20.2",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow",
            "direct": true,
            "version": "3.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow",
            "direct": true,
            "version": "3.22.0",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow",
            "direct": true,
            "version": "3.26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow-enum",
            "direct": true,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow-jsonschema",
            "direct": true,
            "version": "0.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mashumaro",
            "direct": true,
            "version": "3.10",
            "ecosystem": "pypi"
          },
          {
            "name": "mashumaro",
            "direct": true,
            "version": "3.12",
            "ecosystem": "pypi"
          },
          {
            "name": "mashumaro",
            "direct": true,
            "version": "3.13.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mashumaro",
            "direct": true,
            "version": "3.15",
            "ecosystem": "pypi"
          },
          {
            "name": "mashumaro",
            "direct": true,
            "version": "3.20",
            "ecosystem": "pypi"
          },
          {
            "name": "msgpack",
            "direct": true,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msgpack",
            "direct": true,
            "version": "1.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "4.24.4",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "4.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "4.25.5",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "4.25.8",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "5.28.2",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "6.33.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": true,
            "version": "2.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": true,
            "version": "2.17.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": true,
            "version": "2.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": true,
            "version": "2.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-json-logger",
            "direct": true,
            "version": "2.0.7",
            "ecosystem": "pypi"
          },
          {
            "name": "python-json-logger",
            "direct": true,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytimeparse",
            "direct": true,
            "version": "1.1.8",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": true,
            "version": "6.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": true,
            "version": "6.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": true,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.31.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.32.2",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.32.3",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.32.5",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": "13.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": "13.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": "13.9.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": "14.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rich-click",
            "direct": true,
            "version": "1.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rich-click",
            "direct": true,
            "version": "1.7.3",
            "ecosystem": "pypi"
          },
          {
            "name": "rich-click",
            "direct": true,
            "version": "1.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rich-click",
            "direct": true,
            "version": "1.8.3",
            "ecosystem": "pypi"
          },
          {
            "name": "rich-click",
            "direct": true,
            "version": "1.9.7",
            "ecosystem": "pypi"
          },
          {
            "name": "s3fs",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "s3fs",
            "direct": true,
            "version": "2023.9.2",
            "ecosystem": "pypi"
          },
          {
            "name": "s3fs",
            "direct": true,
            "version": "2024.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "s3fs",
            "direct": true,
            "version": "2024.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "s3fs",
            "direct": true,
            "version": "2026.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": true,
            "version": "69.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "statsd",
            "direct": true,
            "version": "3.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "statsd",
            "direct": true,
            "version": "4.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": "4.12.2",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": "4.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "1.26.18",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "2.0.7",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "2.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "2.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "absl-py",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aioboto3",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aiobotocore",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aiobotocore",
            "direct": false,
            "version": "2.15.2",
            "ecosystem": "pypi"
          },
          {
            "name": "aiobotocore",
            "direct": false,
            "version": "2.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "aiofiles",
            "direct": false,
            "version": "23.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.10.10",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.10.11",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.13.3",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.9.3",
            "ecosystem": "pypi"
          },
          {
            "name": "aioitertools",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aioitertools",
            "direct": false,
            "version": "0.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aioresponses",
            "direct": false,
            "version": "0.7.6",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "alembic",
            "direct": false,
            "version": "1.13.3",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow",
            "direct": false,
            "version": "2.10.3",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-apache-beam",
            "direct": false,
            "version": "5.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-common-compat",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-common-io",
            "direct": false,
            "version": "1.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-common-sql",
            "direct": false,
            "version": "1.25.0rc1",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-fab",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-ftp",
            "direct": false,
            "version": "3.11.1",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-google",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-google",
            "direct": false,
            "version": "10.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-http",
            "direct": false,
            "version": "4.13.1",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-imap",
            "direct": false,
            "version": "3.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-smtp",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-airflow-providers-sqlite",
            "direct": false,
            "version": "3.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "apache-beam",
            "direct": false,
            "version": "2.59.0",
            "ecosystem": "pypi"
          },
          {
            "name": "apispec",
            "direct": false,
            "version": "6.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "argcomplete",
            "direct": false,
            "version": "3.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "arrow",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "asgiref",
            "direct": false,
            "version": "3.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "asn1crypto",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "asttokens",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "astunparse",
            "direct": false,
            "version": "1.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "4.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "asyncssh",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "23.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "23.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "24.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "autoflake",
            "direct": false,
            "version": "2.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": "1.29.5",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": "1.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": "1.30.1",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": "1.31.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-datalake-store",
            "direct": false,
            "version": "0.0.53",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-identity",
            "direct": false,
            "version": "1.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-identity",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-identity",
            "direct": false,
            "version": "1.19.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-storage-blob",
            "direct": false,
            "version": "12.19.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-storage-blob",
            "direct": false,
            "version": "12.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-storage-blob",
            "direct": false,
            "version": "12.23.1",
            "ecosystem": "pypi"
          },
          {
            "name": "babel",
            "direct": false,
            "version": "2.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backoff",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-tarfile",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "binaryornot",
            "direct": false,
            "version": "0.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "blinker",
            "direct": false,
            "version": "1.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "boto3",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "botocore",
            "direct": false,
            "version": "1.31.17",
            "ecosystem": "pypi"
          },
          {
            "name": "botocore",
            "direct": false,
            "version": "1.34.106",
            "ecosystem": "pypi"
          },
          {
            "name": "botocore",
            "direct": false,
            "version": "1.35.36",
            "ecosystem": "pypi"
          },
          {
            "name": "cachelib",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cattrs",
            "direct": false,
            "version": "24.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2023.11.17",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2024.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2024.7.4",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2024.8.30",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "1.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cfgv",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "chardet",
            "direct": false,
            "version": "5.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "clickclick",
            "direct": false,
            "version": "20.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "codespell",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "coloredlogs",
            "direct": false,
            "version": "15.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "colorlog",
            "direct": false,
            "version": "6.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "comet-ml",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "comm",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "configupdater",
            "direct": false,
            "version": "3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "connexion",
            "direct": false,
            "version": "2.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "cookiecutter",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cookiecutter",
            "direct": false,
            "version": "2.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "crcmod",
            "direct": false,
            "version": "1.7",
            "ecosystem": "pypi"
          },
          {
            "name": "cron-descriptor",
            "direct": false,
            "version": "1.4.5",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "41.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "42.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "43.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "dask",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "datasets",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "db-dtypes",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "dbt-core",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "debugpy",
            "direct": false,
            "version": "1.8.7",
            "ecosystem": "pypi"
          },
          {
            "name": "decorator",
            "direct": false,
            "version": "5.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "deprecated",
            "direct": false,
            "version": "1.2.14",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": false,
            "version": "0.3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distlib",
            "direct": false,
            "version": "0.3.8",
            "ecosystem": "pypi"
          },
          {
            "name": "dnspython",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docker-image-py",
            "direct": false,
            "version": "0.1.12",
            "ecosystem": "pypi"
          },
          {
            "name": "docopt",
            "direct": false,
            "version": "0.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "dolt-integrations",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "duckdb",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "email-validator",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "envd",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "execnet",
            "direct": false,
            "version": "2.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "executing",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "executing",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fastavro",
            "direct": false,
            "version": "1.9.7",
            "ecosystem": "pypi"
          },
          {
            "name": "fasteners",
            "direct": false,
            "version": "0.19",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.13.1",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.20.3",
            "ecosystem": "pypi"
          },
          {
            "name": "flask",
            "direct": false,
            "version": "2.2.5",
            "ecosystem": "pypi"
          },
          {
            "name": "flask-appbuilder",
            "direct": false,
            "version": "4.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flask-babel",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flask-caching",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flask-jwt-extended",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flask-limiter",
            "direct": false,
            "version": "3.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flask-login",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "flask-session",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flask-sqlalchemy",
            "direct": false,
            "version": "2.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "flask-wtf",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "flatbuffers",
            "direct": false,
            "version": "23.5.26",
            "ecosystem": "pypi"
          },
          {
            "name": "flatbuffers",
            "direct": false,
            "version": "25.12.19",
            "ecosystem": "pypi"
          },
          {
            "name": "flatten-dict",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "flytekit",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "flytekit",
            "direct": false,
            "version": "1.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "flytekit",
            "direct": false,
            "version": "1.10.3",
            "ecosystem": "pypi"
          },
          {
            "name": "flytekit",
            "direct": false,
            "version": "1.14.0b0",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "gast",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gcloud-aio-auth",
            "direct": false,
            "version": "5.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "gcloud-aio-bigquery",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gcloud-aio-storage",
            "direct": false,
            "version": "9.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "geopandas",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "gitdb",
            "direct": false,
            "version": "4.0.11",
            "ecosystem": "pypi"
          },
          {
            "name": "gitpython",
            "direct": false,
            "version": "3.1.40",
            "ecosystem": "pypi"
          },
          {
            "name": "google-ads",
            "direct": false,
            "version": "25.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-analytics-admin",
            "direct": false,
            "version": "0.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-core",
            "direct": false,
            "version": "2.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-core",
            "direct": false,
            "version": "2.16.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-core",
            "direct": false,
            "version": "2.19.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-core",
            "direct": false,
            "version": "2.21.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-core",
            "direct": false,
            "version": "2.29.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-python-client",
            "direct": false,
            "version": "2.149.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-apitools",
            "direct": false,
            "version": "0.5.31",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.23.4",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.27.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.29.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.35.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth-httplib2",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth-oauthlib",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth-oauthlib",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth-oauthlib",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-aiplatform",
            "direct": false,
            "version": "1.70.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-appengine-logging",
            "direct": false,
            "version": "1.4.5",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-audit-log",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-automl",
            "direct": false,
            "version": "2.13.5",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-batch",
            "direct": false,
            "version": "0.17.29",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigquery",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigquery",
            "direct": false,
            "version": "3.23.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigquery",
            "direct": false,
            "version": "3.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigquery-datatransfer",
            "direct": false,
            "version": "3.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigquery-storage",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigquery-storage",
            "direct": false,
            "version": "2.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigquery-storage",
            "direct": false,
            "version": "2.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigtable",
            "direct": false,
            "version": "2.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-build",
            "direct": false,
            "version": "3.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-compute",
            "direct": false,
            "version": "1.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-container",
            "direct": false,
            "version": "2.52.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-core",
            "direct": false,
            "version": "2.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-core",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-datacatalog",
            "direct": false,
            "version": "3.20.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-dataflow-client",
            "direct": false,
            "version": "0.8.12",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-dataform",
            "direct": false,
            "version": "0.5.11",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-dataplex",
            "direct": false,
            "version": "2.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-dataproc",
            "direct": false,
            "version": "5.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-dataproc-metastore",
            "direct": false,
            "version": "1.15.5",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-datastore",
            "direct": false,
            "version": "2.20.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-dlp",
            "direct": false,
            "version": "3.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-kms",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-language",
            "direct": false,
            "version": "2.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-logging",
            "direct": false,
            "version": "3.11.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-memcache",
            "direct": false,
            "version": "1.9.5",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-monitoring",
            "direct": false,
            "version": "2.22.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-orchestration-airflow",
            "direct": false,
            "version": "1.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-os-login",
            "direct": false,
            "version": "2.14.6",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-pubsub",
            "direct": false,
            "version": "2.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-pubsublite",
            "direct": false,
            "version": "1.11.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-recommendations-ai",
            "direct": false,
            "version": "0.10.12",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-redis",
            "direct": false,
            "version": "2.15.5",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-resource-manager",
            "direct": false,
            "version": "1.12.5",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-run",
            "direct": false,
            "version": "0.10.9",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-secret-manager",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-secret-manager",
            "direct": false,
            "version": "2.20.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-spanner",
            "direct": false,
            "version": "3.49.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-speech",
            "direct": false,
            "version": "2.27.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-storage",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-storage",
            "direct": false,
            "version": "2.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-storage",
            "direct": false,
            "version": "2.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-storage",
            "direct": false,
            "version": "2.18.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-storage-control",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-storage-transfer",
            "direct": false,
            "version": "1.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-tasks",
            "direct": false,
            "version": "2.16.5",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-texttospeech",
            "direct": false,
            "version": "2.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-translate",
            "direct": false,
            "version": "3.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-videointelligence",
            "direct": false,
            "version": "2.13.5",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-vision",
            "direct": false,
            "version": "3.7.4",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-workflows",
            "direct": false,
            "version": "1.14.5",
            "ecosystem": "pypi"
          },
          {
            "name": "google-crc32c",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-crc32c",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-pasta",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-re2",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-re2",
            "direct": false,
            "version": "1.1.20240702",
            "ecosystem": "pypi"
          },
          {
            "name": "google-resumable-media",
            "direct": false,
            "version": "2.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-resumable-media",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-resumable-media",
            "direct": false,
            "version": "2.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "great-expectations",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "great-tables",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "greenlet",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "grpc-google-iam-v1",
            "direct": false,
            "version": "0.13.1",
            "ecosystem": "pypi"
          },
          {
            "name": "grpc-google-iam-v1",
            "direct": false,
            "version": "0.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "grpc-interceptor",
            "direct": false,
            "version": "0.15.4",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-gcp",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-health-checking",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-health-checking",
            "direct": false,
            "version": "1.62.3",
            "ecosystem": "pypi"
          },
          {
            "name": "gunicorn",
            "direct": false,
            "version": "23.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h5py",
            "direct": false,
            "version": "3.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "hdfs",
            "direct": false,
            "version": "2.7.3",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.6",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httplib2",
            "direct": false,
            "version": "0.22.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.27.2",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "humanfriendly",
            "direct": false,
            "version": "10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hypothesis",
            "direct": false,
            "version": "6.103.0",
            "ecosystem": "pypi"
          },
          {
            "name": "icdiff",
            "direct": false,
            "version": "2.0.7",
            "ecosystem": "pypi"
          },
          {
            "name": "identify",
            "direct": false,
            "version": "2.5.36",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.10",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.6",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.7",
            "ecosystem": "pypi"
          },
          {
            "name": "immutabledict",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-resources",
            "direct": false,
            "version": "6.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-resources",
            "direct": false,
            "version": "6.4.5",
            "ecosystem": "pypi"
          },
          {
            "name": "inflection",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipykernel",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ipykernel",
            "direct": false,
            "version": "6.29.5",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "8.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "8.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "isodate",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "itsdangerous",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-classes",
            "direct": false,
            "version": "3.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-classes",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "5.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "6.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-functools",
            "direct": false,
            "version": "4.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-functools",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jedi",
            "direct": false,
            "version": "0.19.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jeepney",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jmespath",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "js2py",
            "direct": false,
            "version": "0.74",
            "ecosystem": "pypi"
          },
          {
            "name": "json-merge-patch",
            "direct": false,
            "version": "0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2024.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-client",
            "direct": false,
            "version": "8.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-core",
            "direct": false,
            "version": "5.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "keras",
            "direct": false,
            "version": "2.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "keyrings-alt",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "kubernetes",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "kubernetes",
            "direct": false,
            "version": "28.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "kubernetes",
            "direct": false,
            "version": "29.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "lazy-object-proxy",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "leptonai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "libclang",
            "direct": false,
            "version": "18.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "limits",
            "direct": false,
            "version": "3.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "linkify-it-py",
            "direct": false,
            "version": "2.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "lockfile",
            "direct": false,
            "version": "0.12.2",
            "ecosystem": "pypi"
          },
          {
            "name": "looker-sdk",
            "direct": false,
            "version": "24.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mako",
            "direct": false,
            "version": "1.3.5",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown",
            "direct": false,
            "version": "3.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "2.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "2.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow-oneofschema",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow-sqlalchemy",
            "direct": false,
            "version": "0.28.2",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib-inline",
            "direct": false,
            "version": "0.1.7",
            "ecosystem": "pypi"
          },
          {
            "name": "mdit-py-plugins",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "memray",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "methodtools",
            "direct": false,
            "version": "0.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "ml-dtypes",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mlflow",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mock",
            "direct": false,
            "version": "5.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "more-itertools",
            "direct": false,
            "version": "10.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "more-itertools",
            "direct": false,
            "version": "10.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "more-itertools",
            "direct": false,
            "version": "10.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mpmath",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal",
            "direct": false,
            "version": "1.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal",
            "direct": false,
            "version": "1.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal",
            "direct": false,
            "version": "1.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal",
            "direct": false,
            "version": "1.31.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal-extensions",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal-extensions",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "1.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "natsort",
            "direct": false,
            "version": "8.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nbconvert",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "neptune-scale",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "nest-asyncio",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "networkx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "networkx",
            "direct": false,
            "version": "3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "1.23.5",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "1.24.4",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "1.26.4",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cublas-cu12",
            "direct": false,
            "version": "12.1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-cupti-cu12",
            "direct": false,
            "version": "12.1.105",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-nvrtc-cu12",
            "direct": false,
            "version": "12.1.105",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-runtime-cu12",
            "direct": false,
            "version": "12.1.105",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cudnn-cu12",
            "direct": false,
            "version": "8.9.2.26",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cufft-cu12",
            "direct": false,
            "version": "11.0.2.54",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-curand-cu12",
            "direct": false,
            "version": "10.3.2.106",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cusolver-cu12",
            "direct": false,
            "version": "11.4.5.107",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cusparse-cu12",
            "direct": false,
            "version": "12.1.0.106",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nccl-cu12",
            "direct": false,
            "version": "2.18.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nvjitlink-cu12",
            "direct": false,
            "version": "12.3.101",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nvtx-cu12",
            "direct": false,
            "version": "12.1.105",
            "ecosystem": "pypi"
          },
          {
            "name": "oauth2client",
            "direct": false,
            "version": "4.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "oauthlib",
            "direct": false,
            "version": "3.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "objsize",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "omegaconf",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "onnx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "onnx-pytorch",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "onnxruntime",
            "direct": false,
            "version": "1.16.1",
            "ecosystem": "pypi"
          },
          {
            "name": "onnxscript",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-api",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp-proto-grpc",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp-proto-http",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-proto",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-sdk",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-semantic-conventions",
            "direct": false,
            "version": "0.37b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opt-einsum",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "optuna",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ordered-set",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.10.3",
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.10.7",
            "ecosystem": "pypi"
          },
          {
            "name": "overrides",
            "direct": false,
            "version": "7.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "23.1",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "23.2",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "24.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "24.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "1.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "2.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "2.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "2.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas-gbq",
            "direct": false,
            "version": "0.23.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pandera",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "papermill",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "parso",
            "direct": false,
            "version": "0.8.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pendulum",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "perian",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": false,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "10.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "10.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "3.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "plotly",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "polars",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "portalocker",
            "direct": false,
            "version": "2.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "portalocker",
            "direct": false,
            "version": "2.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pprintpp",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": "3.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "prison",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "prometheus-client",
            "direct": false,
            "version": "0.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prometheus-client",
            "direct": false,
            "version": "0.24.1",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.45",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.48",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "proto-plus",
            "direct": false,
            "version": "1.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "proto-plus",
            "direct": false,
            "version": "1.24.0",
            "ecosystem": "pypi"
          },
          {
            "name": "protoc-gen-openapiv2",
            "direct": false,
            "version": "0.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "protoc-gen-swagger",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ptyprocess",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pure-eval",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pure-eval",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "py4j",
            "direct": false,
            "version": "0.10.9.7",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "10.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "15.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "16.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow-hotfix",
            "direct": false,
            "version": "0.6",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pybars3",
            "direct": false,
            "version": "0.9.7",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "2.21",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "2.22",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.9.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.23.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydata-google-auth",
            "direct": false,
            "version": "1.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pydot",
            "direct": false,
            "version": "1.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyflakes",
            "direct": false,
            "version": "3.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjsparser",
            "direct": false,
            "version": "2.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pymeta3",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pymongo",
            "direct": false,
            "version": "4.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyopenssl",
            "direct": false,
            "version": "23.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyopenssl",
            "direct": false,
            "version": "24.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pyspark",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyspark",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyspark",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "7.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "7.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "8.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": "0.21.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": "0.23.7",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-icdiff",
            "direct": false,
            "version": "0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-mock",
            "direct": false,
            "version": "3.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-timeout",
            "direct": false,
            "version": "2.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": "3.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "python-daemon",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-magic",
            "direct": false,
            "version": "0.4.27",
            "ecosystem": "pypi"
          },
          {
            "name": "python-nvd3",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-slugify",
            "direct": false,
            "version": "8.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "python-slugify",
            "direct": false,
            "version": "8.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "python-slugify",
            "direct": false,
            "version": "8.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2023.3.post1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2024.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2024.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": false,
            "version": "311",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32-ctypes",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyzmq",
            "direct": false,
            "version": "26.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ray",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "redis",
            "direct": false,
            "version": "5.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.35.1",
            "ecosystem": "pypi"
          },
          {
            "name": "regex",
            "direct": false,
            "version": "2023.10.3",
            "ecosystem": "pypi"
          },
          {
            "name": "regex",
            "direct": false,
            "version": "2024.9.11",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-oauthlib",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-oauthlib",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-toolbelt",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3339-validator",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "rich-argparse",
            "direct": false,
            "version": "1.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rsa",
            "direct": false,
            "version": "4.9",
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-learn",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.13.1",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "secretstorage",
            "direct": false,
            "version": "3.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "setproctitle",
            "direct": false,
            "version": "1.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools-scm",
            "direct": false,
            "version": "8.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "shapely",
            "direct": false,
            "version": "2.0.6",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "skl2onnx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "smmap",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "snowflake-connector-python",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "snowflake-connector-python",
            "direct": false,
            "version": "3.13.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sortedcontainers",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": false,
            "version": "1.4.54",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy-bigquery",
            "direct": false,
            "version": "1.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy-jsonfield",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy-spanner",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy-spanner",
            "direct": false,
            "version": "1.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy-utils",
            "direct": false,
            "version": "0.41.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlparse",
            "direct": false,
            "version": "0.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "stack-data",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sympy",
            "direct": false,
            "version": "1.12",
            "ecosystem": "pypi"
          },
          {
            "name": "tabulate",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": "9.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tensorboard",
            "direct": false,
            "version": "2.15.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tensorboard-data-server",
            "direct": false,
            "version": "0.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tensorflow",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tensorflow",
            "direct": false,
            "version": "2.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tensorflow-estimator",
            "direct": false,
            "version": "2.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tensorflow-io-gcs-filesystem",
            "direct": false,
            "version": "0.37.1",
            "ecosystem": "pypi"
          },
          {
            "name": "termcolor",
            "direct": false,
            "version": "2.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "termcolor",
            "direct": false,
            "version": "3.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "text-unidecode",
            "direct": false,
            "version": "1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "tf2onnx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "threadpoolctl",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "time-machine",
            "direct": false,
            "version": "2.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomlkit",
            "direct": false,
            "version": "0.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "torch",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "torch",
            "direct": false,
            "version": "1.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "torch",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "torchvision",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tornado",
            "direct": false,
            "version": "6.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "traitlets",
            "direct": false,
            "version": "5.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "triton",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "types-cachetools",
            "direct": false,
            "version": "6.2.0.20251022",
            "ecosystem": "pypi"
          },
          {
            "name": "types-croniter",
            "direct": false,
            "version": "2.0.0.20240423",
            "ecosystem": "pypi"
          },
          {
            "name": "types-decorator",
            "direct": false,
            "version": "5.1.8.20240310",
            "ecosystem": "pypi"
          },
          {
            "name": "types-mock",
            "direct": false,
            "version": "5.1.0.20240425",
            "ecosystem": "pypi"
          },
          {
            "name": "types-protobuf",
            "direct": false,
            "version": "4.25.0.20240417",
            "ecosystem": "pypi"
          },
          {
            "name": "types-python-dateutil",
            "direct": false,
            "version": "2.8.19.14",
            "ecosystem": "pypi"
          },
          {
            "name": "types-python-dateutil",
            "direct": false,
            "version": "2.8.19.20240106",
            "ecosystem": "pypi"
          },
          {
            "name": "types-requests",
            "direct": false,
            "version": "2.32.0.20240523",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspect",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2023.4",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2024.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2024.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzlocal",
            "direct": false,
            "version": "5.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "uc-micro-py",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "universal-pathlib",
            "direct": false,
            "version": "0.2.5",
            "ecosystem": "pypi"
          },
          {
            "name": "uritemplate",
            "direct": false,
            "version": "4.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "vaex-core",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "virtualenv",
            "direct": false,
            "version": "20.36.1",
            "ecosystem": "pypi"
          },
          {
            "name": "wandb",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.2.13",
            "ecosystem": "pypi"
          },
          {
            "name": "websocket-client",
            "direct": false,
            "version": "1.6.4",
            "ecosystem": "pypi"
          },
          {
            "name": "websocket-client",
            "direct": false,
            "version": "1.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "websocket-client",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "werkzeug",
            "direct": false,
            "version": "2.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "werkzeug",
            "direct": false,
            "version": "3.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "werkzeug",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "wheel",
            "direct": false,
            "version": "0.41.3",
            "ecosystem": "pypi"
          },
          {
            "name": "wheel",
            "direct": false,
            "version": "0.46.3",
            "ecosystem": "pypi"
          },
          {
            "name": "whylabs-client",
            "direct": false,
            "version": "0.6.10",
            "ecosystem": "pypi"
          },
          {
            "name": "whylogs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "whylogs",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "whylogs-sketching",
            "direct": false,
            "version": "3.4.1.dev3",
            "ecosystem": "pypi"
          },
          {
            "name": "wirerope",
            "direct": false,
            "version": "0.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "1.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wtforms",
            "direct": false,
            "version": "3.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "xarray",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "xxhash",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.17.2",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.18.3",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.9.3",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.9.4",
            "ecosystem": "pypi"
          },
          {
            "name": "zarr",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.19.1",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.20.2",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.21.0",
            "ecosystem": "pypi"
          },
          {
            "name": "zstandard",
            "direct": false,
            "version": "0.23.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 740,
        "direct_count": 143,
        "indirect_count": 597
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 165,
        "merged_prs": 2560,
        "open_issues": 0,
        "closed_ratio": null,
        "closed_issues": 0,
        "closed_unmerged_prs": 726
      },
      "bus_factor": 5,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "pingsutw",
          "commits": 323,
          "avatar_url": "https://avatars.githubusercontent.com/u/37936015?v=4"
        },
        {
          "type": "User",
          "login": "wild-endeavor",
          "commits": 312,
          "avatar_url": "https://avatars.githubusercontent.com/u/2896568?v=4"
        },
        {
          "type": "User",
          "login": "eapolinario",
          "commits": 185,
          "avatar_url": "https://avatars.githubusercontent.com/u/653394?v=4"
        },
        {
          "type": "User",
          "login": "kumare3",
          "commits": 108,
          "avatar_url": "https://avatars.githubusercontent.com/u/16888709?v=4"
        },
        {
          "type": "User",
          "login": "thomasjpfan",
          "commits": 108,
          "avatar_url": "https://avatars.githubusercontent.com/u/5402633?v=4"
        },
        {
          "type": "User",
          "login": "cosmicBboy",
          "commits": 101,
          "avatar_url": "https://avatars.githubusercontent.com/u/2816689?v=4"
        },
        {
          "type": "User",
          "login": "Future-Outlier",
          "commits": 89,
          "avatar_url": "https://avatars.githubusercontent.com/u/76461262?v=4"
        },
        {
          "type": "User",
          "login": "samhita-alla",
          "commits": 78,
          "avatar_url": "https://avatars.githubusercontent.com/u/27777173?v=4"
        },
        {
          "type": "User",
          "login": "matthewphsmith",
          "commits": 62,
          "avatar_url": "https://avatars.githubusercontent.com/u/7597118?v=4"
        },
        {
          "type": "User",
          "login": "fg91",
          "commits": 38,
          "avatar_url": "https://avatars.githubusercontent.com/u/36511035?v=4"
        }
      ],
      "contributors_sampled": 99,
      "top_contributor_share": 0.157
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "build_image.yml",
        "pythonbuild.yml",
        "pythonpublish.yml",
        "upgrade_automation.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
      ],
      "scorecard": null,
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/flyteorg/flytekit",
    "host": "github.com",
    "name": "flytekit",
    "owner": "flyteorg"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 73,
      "inputs": {
        "security": 4,
        "vitality": 91,
        "community": 79,
        "governance": 84,
        "engineering": 91
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 91,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "commits_last_year": 100,
              "human_commit_share": 0.91,
              "days_since_last_push": 0,
              "active_weeks_last_year": 32
            },
            "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": "32/52 weeks with commits",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 32
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "100 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "v1.16.26",
              "releases_from_tags": false,
              "days_since_latest_release": 5,
              "mean_days_between_releases": 10.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 5 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~10.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 10.4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "OpenSSF Scorecard unavailable",
                "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": 0,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 79,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "forks": 339,
              "stars": 315,
              "watchers": 234,
              "growth_state": "organic",
              "growth_factor_pct": 100
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "315 stars",
                "points": 40.5,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 315
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "339 forks",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 339
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "234 watchers",
                "points": 13.2,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 234
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 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": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 94,
            "inputs": {
              "packages": [
                "flytekit"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 413094
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "413,094 downloads/month across pypi",
                "points": 74.9,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 413094,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 84,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "bus_factor": 5,
              "contributors_sampled": 99,
              "top_contributor_share": 0.157
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "5 contributor(s) cover half of all commits",
                "points": 45.9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 16% of commits",
                "points": 19,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 16
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "99 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 99
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 78,
            "inputs": {
              "merged_prs": 2560,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 726
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2560/3286 decided PRs merged",
                "points": 29.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2560,
                      "decided": 3286
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "followers": 338,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "flyteorg",
              "public_repos": 49,
              "account_age_days": 3112
            },
            "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": "338 followers of flyteorg",
                "points": 18.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 338,
                      "login": "flyteorg"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "49 public repos, account ~8 yr old",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 49
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "flytekit"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "480 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 480
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 91,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "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": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "flyte",
                "flyte-tasks",
                "pypi",
                "spark",
                "workflows",
                "sdk",
                "python",
                "mlops",
                "extensible",
                "automation",
                "data-science",
                "data",
                "hacktoberfest"
              ],
              "has_wiki": false,
              "homepage": "https://docs.flyte.org/en/latest/api/flytekit/docs_index.html",
              "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://docs.flyte.org/en/latest/api/flytekit/docs_index.html",
                "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": "13 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "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": "critical",
        "name": "Security",
        "value": 4,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [
                "uv.lock"
              ],
              "manifests": [
                "plugins/setup.py",
                "pyproject.toml",
                "setup.cfg",
                "setup.py"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "critical",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 669 resolved dependencies against OSV; 71 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 669
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 71
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 15,
            "inputs": {
              "source": "osv",
              "advisories": 867,
              "affected_packages": 97,
              "assessed_packages": 669,
              "unassessed_packages": 71,
              "affected_by_severity": "critical 6, high 19, moderate 16, low 4, unknown 52",
              "direct_affected_packages": 28
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "28 affected: click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5), +25 more",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 28,
                      "packages": "click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 25
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "23 advisory-carrying package(s) unaddressed past 90 days; oldest published 792 days ago",
                "points": 9.1,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 23,
                      "oldest": 792
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 669,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "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": 0.934,
              "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": "85 of 91 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 85,
                      "sampled": 91
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile",
                "plugins/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.09
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile, plugins/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/Makefile, plugins/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "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": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "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": "9 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 9,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 151999,
              "source_files_sampled": 980,
              "oversized_source_files": 9
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "9/980 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 980,
                      "oversized": 9
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "deps.dev does not index pypi:flytekit@1.16.26; advisories assessed against the repository dependency graph instead",
    "Advisory severity resolved for 120 of 365 advisories (lookup cap); the remainder are reported as unknown severity",
    "OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T21:17:43.403990Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/flyteorg/flytekit.svg",
  "full_name": "flyteorg/flytekit",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}