python-arq / arq

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.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

Each point covers 2 days.

Full resolved dependency set from the GitHub dependency graph: 3 direct and 74 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Installing pypi:arq@0.28.0 pulls in 4 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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                "key": "openssf_scorecard_contributors",
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                "key": "code_review",
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                "key": "dangerous_workflow",
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                "key": "dependency_update_tool",
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                "key": "fuzzing",
                "name": "Fuzzing",
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              {
                "key": "maintained",
                "name": "Maintained",
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                "points": 0,
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              {
                "key": "packaging",
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                "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 not detected",
                "points": 0,
                "status": "missed",
                "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
              },
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                "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": "13 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:arq@0.28.0 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
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                "code": "weights_renormalized",
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              {
                "code": "advisories_scope_published",
                "params": {
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              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
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              "affected_packages": 0,
              "assessed_packages": 4,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
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                "status": "met",
                "details": [
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                    "code": "no_direct_advisories",
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                "max_points": 35
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                "key": "indirect_dependencies_free_of_known_advisories",
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                "max_points": 25
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                "key": "no_advisories_left_outstanding",
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                  }
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                "max_points": 40
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            ]
          },
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            "key": "malicious_dependencies",
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            "notes": [],
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            "inputs": {
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              "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",
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              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
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          {
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
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              }
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              "red_flag": false,
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                "Iran",
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              "review_only_matches": 0,
              "assessed_self_published_locations": 11
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            "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
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
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        "name": "AI Readiness",
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        "weight": 0,
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            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
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                "code": "excluded_no_data",
                "params": {
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                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
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                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
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                "points": 0,
                "status": "missed",
                "details": [],
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                "key": "legible_commit_history",
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                "details": [
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                    "code": "no_data",
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                "max_points": 40
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          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              "bootstrap_files": [
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              "has_linter_config": true,
              "typecheck_configs": [
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              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
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            "components": [
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                "key": "one_command_bootstrap",
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                "points": 18,
                "status": "met",
                "details": [
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                "max_points": 18
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                "key": "automated_tests",
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                "detail": null,
                "points": 22,
                "status": "met",
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              },
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                "key": "lint_format_config",
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                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
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                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "arq/py.typed",
                "points": 11,
                "status": "met",
                "details": [
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                "max_points": 11
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                "key": "reproducible_environment",
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                "points": 10,
                "status": "met",
                "details": [
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                ],
                "max_points": 10
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                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                  }
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                "max_points": 8
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                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
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                "max_points": 10
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            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
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            "notes": [],
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              "oversized_source_files": 0
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                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (arq/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
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                  }
                ],
                "max_points": 45
              },
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                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
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                "points": 55,
                "status": "met",
                "details": [
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                      "oversized": 0
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            "notes": [],
            "value": 40,
            "inputs": {
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              "api_schema_files": []
            },
            "components": [
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                "key": "api_schema_openapi_graphql_proto",
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                "points": 0,
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              },
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                "key": "mcp_server",
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                "points": 0,
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                "key": "runnable_examples",
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}