docling-project / docling-jobkit

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Each point covers 2 days.

Full resolved dependency set from the GitHub dependency graph: 7 direct and 295 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Installing pypi:docling-jobkit@3.1.0 pulls in 100 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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          "body": "* use task counter metrics instead of gauges\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\n\n* test: cover monotonic task-lifecycle counters\n\nAdd unit tests for the per-tenant task_counters hash: enqueue/dispatch/\nfinalize increments inside their atomic transactions, idempotent\nmark_task_started\n[…]\nDolfi <dol@zurich.ibm.com>\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ray): task-lifecycle metrics via monotonic Redis counters (#181)",
          "author_name": "Michele Dolfi",
          "author_login": "dolfim-ibm",
          "committed_at": "2026-06-25T11:01:17Z",
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          "body": "…s (#183)\n\n* Propagate structured failure categories into document error items\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* Pin release docling version\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: Propagate structured failure categories into document error item…",
          "author_name": "Christoph Auer",
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          "committed_at": "2026-06-25T10:41:29Z",
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          "headline": "chore: bump version to 1.24.0 [skip ci]",
          "author_name": "github-actions[bot]",
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          "committed_at": "2026-06-22T09:10:59Z",
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          "oid": "a4998414a7677e8dea6f18d484a1083f25ffc071",
          "body": "* feat: carry document confidence through to service results\n\nPopulate ConfidenceScores from ConversionResult on ExportableDocument\n(gated to SUCCESS/PARTIAL_SUCCESS, so it survives the Ray boundary) and\nthread it into the in-body DocumentResultItem and the presigned\nDocumentArtifactItem success pat\n[…]\n\ndatamodel facade.\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* update lock\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: carry document confidence through to service results (#179)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-22T08:55:40Z",
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          "body": "The fall-through reconstruction in `_get_task_from_rq_direct` built a\nfresh `Task` with an empty `metadata` dict, which the caller in\n`task_status` then persisted via `_store_task_in_redis`, overwriting\nany prior metadata-bearing copy. The bug surfaced as 404s on\ndocling-serve >=1.23.0's tenant-owne\n[…]\n job kwargs, which\nare written once at enqueue time and never mutated.\n\nAdds one regression test against the existing RQ orchestrator\nfixture.\n\nFixes #178.\n\nSigned-off-by: Daniel Imber <dimber@m62.ai>",
          "is_bot": false,
          "headline": "fix(rq): preserve Task.metadata in _get_task_from_rq_direct (#180)",
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          "body": "* fix: correctly treat input download failures in PDF slice path\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* fix: emit metering callbacks on materialized-PDF preflight failures\n\nOn the materialized-PDF slice path, a source that failed admission (too\nlarge, too many pages) was returned as \n[…]\nthan routed through\nprocess_exportable_results, which doesn't fit the required shape.\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: correctly treat input download failures in PDF slice path (#177)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
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          "headline": "chore: bump version to 1.23.1 [skip ci]",
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          "oid": "9e42d78bdfb9d7ac30af5e20b7b10ee13b6b61c7",
          "body": "…s (#176)\n\nA convert task that fans an S3 source out into per-document converter requests would fail in its entirety when a single object could not be fetched (missing key, access denied, object exceeding , ...). For these client-actionable source errors  returns a  rather than raising, but the S3 f\n[…]\ns, and the  builders take a prebuilt  so both an  and a structured  can feed them.  converts the already-sanitized failure into the document-level .\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: surface S3 fan-out per-source failures as document-level failure…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-15T12:29:03Z",
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          "body": "…(#175)\n\nuse float for param\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: correctly allow floating values for target_requests_per_replica …",
          "author_name": "Michele Dolfi",
          "author_login": "dolfim-ibm",
          "committed_at": "2026-06-12T15:15:27Z",
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        },
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          "oid": "ec528d427a29a0917789145e1961007ffa1adbe8",
          "body": "…out and transient drops (#174)\n\nThe pub/sub listener borrowed the shared command pool, inheriting its finite\n  socket_timeout. socket_timeout is a per-read deadline, which is wrong for a\n  subscriber that blocks waiting for the next message: any idle gap longer than\n  the timeout raised TimeoutErro\n[…]\nct/resubscribe with backoff, treat\n  idle polls as benign, and skip malformed messages instead of dying. Close the\n  dedicated client on disconnect.\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix(ray): make Redis pub/sub subscriber resilient to idle socket_time…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-12T15:05:06Z",
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        },
        {
          "oid": "a5b1afa076915c78707444d2c3bf927a68e966e6",
          "body": "…s (#171)\n\n* feat: cap per-tenant in-flight converter units at max_concurrent_tasks\n\nS3 and page-slice fan-out launched up to max_s3_doc_parallelism / max_page_slice_parallelism converter calls per task with no tenant-global bound, so a single tenant could occupy max_concurrent_tasks × parallelism c\n[…]\n fix tests\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* Fix tests seriously\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: cap per-tenant in-flight converter units at max_concurrent_task…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-12T13:51:55Z",
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          "oid": "181afc2497dec8c13109eee5005556a6a4fa3ac7",
          "body": "…oyments (#173)\n\nAdd  and  to RayOrchestratorConfig (Optional[int], range [1, 100], default None = no cap). These thread through / into each Serve deployment's options, emitting the Ray-native per-node replica cap only when set. Setting the coordinator value to 1 spreads coordinators one per Ray nod\n[…]\nextra=ignore), so both deployments autoscaled on the default target of 2 instead of their configured values; the configured target is now respected.\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Expose max_replicas_per_node for coordinator and converter depl…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-11T19:20:51Z",
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          "body": null,
          "is_bot": true,
          "headline": "chore: bump version to 1.22.0 [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-11T09:12:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "e1eb522c15fe8d1a4171ba822150b7eadb0c65de",
          "body": "… RPC (#172)\n\n* Make enqueue much cheaper by avoiding dispatcher health check RPCs\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* remove excess commentary\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: Make Ray enqueue cheap by dropping per-request dispatcher health…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-11T08:22:49Z",
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        },
        {
          "oid": "7cfe28b03652a5c6dcd47f5931dbf0ddfe4ce5ba",
          "body": "* Enforce source size limits early in service fetch paths\n\nAdd shared max_file_size admission checks to source-processor fetch paths\nused by the service orchestrators, while keeping raw HttpSource passthrough\nunchanged where docling still owns the URL fetch.\n\nFor processor-owned HTTP fetches, reject\n[…]\n <cau@zurich.ibm.com>\n\n* Cut back implementation to never materialize unless required\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Enforce source size limits early in service paths (#168)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-11T05:30:03Z",
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          "oid": "7aabe624f734956b61f2d27ad85b4e9a7941bdec",
          "body": "… usage to be consistent (#169)\n\n* Use ConvertDocumentsOptions.include_page_images and align code usage\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* pin required docling and jobkit dep\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* update pins to release versions\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Introduce ConvertDocumentsOptions.include_page_images and align…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-11T05:27:59Z",
          "body_truncated": false,
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          "oid": "53855fbb1ad71ab3185a08913f4fb86abe87ccb2",
          "body": "* lock update\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* feat(ray): classify and persist structured task failures\n\n- classify task failures by category, phase, retryability, and code\n- add structured failure storage and pubsub updates in Redis/Ray models\n- surface target write and materi\n[…]\n hereby add my Signed-off-by to this commit: bf02b7ed04b2a52e9ce2abfe0a2da8dbef1c2089\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Support max_num_elements in source iteration (#165)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-09T09:38:47Z",
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        },
        {
          "oid": "0c2cfae65a459ee5ede26c5cdceea712849ad4fc",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump version to 1.21.0 [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-09T08:33:17Z",
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          "oid": "76b368a6b2af9a3a0735d06bc2fdd608b54dd488",
          "body": "* lock update\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* feat(ray): classify and persist structured task failures\n\n- classify task failures by category, phase, retryability, and code\n- add structured failure storage and pubsub updates in Redis/Ray models\n- surface target write and materi\n[…]\n9\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* update stale test assertions\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Failure mode handling (#164)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-09T08:23:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f108cdb910990ce11538d0780d6094bbf1b25120",
          "body": "* Support S3 sources across async orchestrators\n\n- add shared runtime source expansion for file/http/document-stream/S3 tasks\n- preserve S3Coordinates through RQ enqueue and reuse the shared expansion path in Ray, Local, and RQ workers\n- switch file/http/s3 CLI source shims to upstream request model\n[…]\n identifier shapes\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* update lock\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Support pre-signed URL targets, S3 batch inputs and output (#157)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-08T10:28:29Z",
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        },
        {
          "oid": "49256551c7ae35965128755de74ab9361c4afb8f",
          "body": "declare page_hash before opening image. opening the image can raise error.\n\nSigned-off-by: valery weber <vwe@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: declare variable before opening image. (#162)",
          "author_name": "vwe-ibm",
          "author_login": "vwe-ibm",
          "committed_at": "2026-06-03T07:57:29Z",
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        },
        {
          "oid": "9d0f2a36573ce6ae5187eae87878fc46fc4b6d79",
          "body": "* feat: add configurable queue name to RQ orchestrator\n\nCo-authored-by: Copilot <copilot@github.com>\nSigned-off-by: john <john.a.glynn@gmail.com>\n\n* chore: rebrand as RQ orchestrator configuration tests\n\nSigned-off-by: john <john.a.glynn@gmail.com>\n\n---------\n\nSigned-off-by: john <john.a.glynn@gmail.com>\nCo-authored-by: Copilot <copilot@github.com>",
          "is_bot": false,
          "headline": "feat: RQOrchestrator support for shared Redis (#159)",
          "author_name": "John Glynn",
          "author_login": "jglynn",
          "committed_at": "2026-06-02T13:14:19Z",
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          "headline": "chore: bump version to 1.20.1 [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-01T11:38:26Z",
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        {
          "oid": "2a847585440743b691d6a588f67ee53e51f0d35c",
          "body": "…covery (#158)\n\n* ray: attach existing serve app before deploy for readiness recovery\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* Protect against escalating ray re-init when undesired\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* fix: one source for app name\n\nSigned-off-by: Chris\n[…]\nation\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* AVoid double attach race\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix(ray): attach to existing serve app before deploy for readiness re…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-05-29T12:36:20Z",
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          "headline": "chore: bump version to 1.20.0 [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-21T12:59:13Z",
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        {
          "oid": "83f7e5a5a02fe989cd5d19cbdd56612e4bf0c265",
          "body": "* add num_characters, num_tables and document_type in the callbacks\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\n\n* use docling-slim as dep\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\n\n* update pinned release\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: add callback document metadata (#153)",
          "author_name": "Michele Dolfi",
          "author_login": "dolfim-ibm",
          "committed_at": "2026-05-21T12:48:29Z",
          "body_truncated": false,
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        },
        {
          "oid": "68e116d2e0f142a1695c3cd0fe38ca7621a3f33a",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump version to 1.19.1 [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-20T13:33:06Z",
          "body_truncated": false,
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        },
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          "oid": "4a8c6978d1e2484ac2941baf10b512a18ca6e017",
          "body": "restore RQ worker hooks and tracing support\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: Add RQ worker hooks and tracing support (#152)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-05-20T13:17:10Z",
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          "body": null,
          "is_bot": true,
          "headline": "chore: bump version to 1.19.0 [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
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          "oid": "ec28a432550dfc08c365788f1079b19b1f709ae5",
          "body": "---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Event-driven ray dispatcher (#148)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-05-20T09:50:06Z",
          "body_truncated": false,
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        {
          "oid": "2ded0f05e01f7a940dba87f8f18ae13819f498db",
          "body": "---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: PDF page slicing and concurrent processing for long docs (#128)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-05-20T09:23:59Z",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
            "name": "Contributors",
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            "reason": "project has 9 contributing companies or organizations",
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          {
            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
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            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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          {
            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 9 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 68,
            "inputs": {
              "merged_prs": 140,
              "open_issues": 17,
              "closed_issues": 20,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.541,
              "closed_unmerged_prs": 24,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "54% of issues closed",
                "points": 22.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 54
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "140/164 decided PRs merged",
                "points": 25.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 140,
                      "decided": 164
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 23/30 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "followers": 1205,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "docling-project",
              "public_repos": 26,
              "account_age_days": 618
            },
            "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": "1,205 followers of docling-project",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1205,
                      "login": "docling-project"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "26 public repos, account ~1 yr old",
                "points": 13.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 26
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "docling-jobkit"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 1
            },
            "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 1 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "46 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 46
                    }
                  }
                ],
                "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": "good",
        "name": "Engineering Quality",
        "value": 78,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "exceptional",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": false
            },
            "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 23/30 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 9 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "12 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:docling-jobkit@3.1.0 runtime dependency closure — what installing the published package pulls in — 100 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:docling-jobkit@3.1.0",
                  "assessed": 100
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 100,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": 100,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 17
            },
            "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": 59,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "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": "71 of 71 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 71,
                      "sampled": 71
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "docling_jobkit/py.typed"
              ],
              "agent_commit_share": 0.07,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "docling_jobkit/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docling_jobkit/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
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