AbsaOSS / spline-spark-agent

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

Jeder Punkt umfasst 6 Tage.

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 41 direkte und 207 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Die Installation von maven:za.co.absa.spline.agent.spark:agent-core_2.12@2.4.0-RC1 zieht 161 Pakete nach sich, direkt und transitiv: 27 tragen bekannte Advisories, davon 3 direkte Abhängigkeiten.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

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                "key": "pr_acceptance",
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                "key": "verified_domain",
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                "key": "owner_reach",
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                "key": "track_record",
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            "key": "package_maintenance",
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                "key": "fuzzing",
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                "key": "maintained",
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                "key": "sast",
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              {
                "key": "security_policy",
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              {
                "key": "signed_releases",
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                "max_points": 7.5
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                "key": "token_permissions",
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                "detail": "detected GitHub workflow tokens with excessive permissions",
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                "status": "missed",
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "11 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "critical",
            "name": "Dependency advisories",
            "note": "Matched the maven:za.co.absa.spline.agent.spark:agent-core_2.12@2.4.0-RC1 runtime dependency closure — what installing the published package pulls in — 161 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "maven:za.co.absa.spline.agent.spark:agent-core_2.12@2.4.0-RC1",
                  "assessed": 161
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 13,
            "inputs": {
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              "affected_packages": 27,
              "assessed_packages": 161,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 10, high 9, moderate 8",
              "direct_affected_packages": 3
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "3 affected: org.apache.spark:spark-core_2.12 2.4.8 (critical 9.9), org.yaml:snakeyaml 1.33 (high 8.3), commons-configuration:commons-configuration 1.10 (moderate 5.3)",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
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                      "packages": "org.apache.spark:spark-core_2.12 2.4.8 (critical 9.9), org.yaml:snakeyaml 1.33 (high 8.3), commons-configuration:commons-configuration 1.10 (moderate 5.3)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "24 affected: com.fasterxml.jackson.core:jackson-databind 2.6.7.3 (critical 9.8), io.netty:netty 3.9.9.Final (critical 9.1), log4j:log4j 1.2.17 (critical 9.8), +21 more",
                "points": 1,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
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                      "count": 24,
                      "packages": "com.fasterxml.jackson.core:jackson-databind 2.6.7.3 (critical 9.8), io.netty:netty 3.9.9.Final (critical 9.1), log4j:log4j 1.2.17 (critical 9.8)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 21
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "27 advisory-carrying package(s) unaddressed past 90 days; oldest published 2839 days ago",
                "points": 6.4,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
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                      "count": 27,
                      "oldest": 2839
                    }
                  }
                ],
                "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": 161,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
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                "key": "no_dependency_reported_as_a_malicious_package",
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                "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"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 5
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
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                "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",
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        "name": "AI Readiness",
        "value": 56,
        "weight": 0,
        "metrics": [
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            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
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              "legible_history_share": 0.619,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
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                "key": "agent_instructions",
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                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
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                  }
                ],
                "max_points": 45
              },
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                "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",
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                "points": 33,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
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                      "sampled": 97
                    }
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                "max_points": 40
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            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
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              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "bundle-2.2/pom.xml",
                "bundle-2.3/pom.xml",
                "bundle-2.4/pom.xml",
                "bundle-3.0/pom.xml",
                "bundle-3.1/pom.xml",
                "bundle-3.2/pom.xml",
                "bundle-3.3/pom.xml",
                "bundle-3.4/pom.xml",
                "bundle-3.5/pom.xml",
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                "core/pom.xml",
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                "integration-tests/pom.xml",
                "pom.xml"
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              {
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                "detail": "bundle-2.2/pom.xml, bundle-2.3/pom.xml, bundle-2.4/pom.xml (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
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                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "bundle-2.2/pom.xml, bundle-2.3/pom.xml, bundle-2.4/pom.xml"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Scala (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Scala"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "3 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
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            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "largest_source_bytes": 21568,
              "source_files_sampled": 348,
              "oversized_source_files": 0
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                "key": "type_checkable_code",
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                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
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                      "language": "Scala"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/348 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
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                      "sampled": 348,
                      "oversized": 0
                    }
                  }
                ],
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              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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                "example",
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
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                "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": "example, examples",
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
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  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T02:10:27.002959Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/AbsaOSS/spline-spark-agent.svg",
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  "license_state": "standard",
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}