{
  "edges": [
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:14333@25e76382daca051de472efd8a32f7fa276ae36d0:pypi:scikit-learn",
        "url": "https://gitlab.opencode.de/vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai/-/commit/25e76382daca051de472efd8a32f7fa276ae36d0"
      },
      "evidenceClass": "exact",
      "from": "opencode:14333",
      "id": "edge:133fbb0dab6b335d13ccc38e",
      "observedAt": "2026-11-12T08:58:58.139Z",
      "relation": "declares_dependency",
      "to": "package:pypi:scikit-learn"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:14333@25e76382daca051de472efd8a32f7fa276ae36d0:pypi:accelerate",
        "url": "https://gitlab.opencode.de/vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai/-/commit/25e76382daca051de472efd8a32f7fa276ae36d0"
      },
      "evidenceClass": "exact",
      "from": "opencode:14333",
      "id": "edge:29529520a2da7211c6c7dd05",
      "observedAt": "2026-11-12T08:58:58.139Z",
      "relation": "declares_dependency",
      "to": "package:pypi:accelerate"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:14333@25e76382daca051de472efd8a32f7fa276ae36d0:pypi:tokenizers",
        "url": "https://gitlab.opencode.de/vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai/-/commit/25e76382daca051de472efd8a32f7fa276ae36d0"
      },
      "evidenceClass": "exact",
      "from": "opencode:14333",
      "id": "edge:46958258668f50e77ac8f717",
      "observedAt": "2026-11-12T08:58:58.139Z",
      "relation": "declares_dependency",
      "to": "package:pypi:tokenizers"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:14333@25e76382daca051de472efd8a32f7fa276ae36d0:pypi:lightgbm",
        "url": "https://gitlab.opencode.de/vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai/-/commit/25e76382daca051de472efd8a32f7fa276ae36d0"
      },
      "evidenceClass": "exact",
      "from": "opencode:14333",
      "id": "edge:5906ed0353b654e466db9566",
      "observedAt": "2026-11-12T08:58:58.139Z",
      "relation": "declares_dependency",
      "to": "package:pypi:lightgbm"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:14333@25e76382daca051de472efd8a32f7fa276ae36d0:pypi:datasets",
        "url": "https://gitlab.opencode.de/vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai/-/commit/25e76382daca051de472efd8a32f7fa276ae36d0"
      },
      "evidenceClass": "exact",
      "from": "opencode:14333",
      "id": "edge:7c43a76e53e5ae18c3bf4d13",
      "observedAt": "2026-11-12T08:58:58.139Z",
      "relation": "declares_dependency",
      "to": "package:pypi:datasets"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:14333@25e76382daca051de472efd8a32f7fa276ae36d0:pypi:torch",
        "url": "https://gitlab.opencode.de/vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai/-/commit/25e76382daca051de472efd8a32f7fa276ae36d0"
      },
      "evidenceClass": "exact",
      "from": "opencode:14333",
      "id": "edge:da9d8e32d8ca26ef18dc7c21",
      "observedAt": "2026-11-12T08:58:58.139Z",
      "relation": "declares_dependency",
      "to": "package:pypi:torch"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:14333@25e76382daca051de472efd8a32f7fa276ae36d0:pypi:transformers",
        "url": "https://gitlab.opencode.de/vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai/-/commit/25e76382daca051de472efd8a32f7fa276ae36d0"
      },
      "evidenceClass": "exact",
      "from": "opencode:14333",
      "id": "edge:e9dcee83aad2f1593d7774f4",
      "observedAt": "2026-11-12T08:58:58.139Z",
      "relation": "declares_dependency",
      "to": "package:pypi:transformers"
    }
  ],
  "entity": {
    "attributes": {
      "aiPackageCount": 7,
      "commitSha": "25e76382daca051de472efd8a32f7fa276ae36d0",
      "lastActivityAt": "2026-11-11T20:31:43.634Z",
      "pathWithNamespace": "vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai",
      "treeComplete": true
    },
    "edgeCount": 7,
    "id": "opencode:14333",
    "indexable": true,
    "label": "vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai",
    "links": [
      {
        "kind": "official_source",
        "label": "openCode",
        "url": "https://gitlab.opencode.de/vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai"
      },
      {
        "kind": "snapshot",
        "label": "Commit",
        "url": "https://gitlab.opencode.de/vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai/-/commit/25e76382daca051de472efd8a32f7fa276ae36d0"
      },
      {
        "kind": "local_dossier",
        "label": "KI-Code-Radar",
        "url": "/tools/ki-code-radar/repository/opencode-14333/"
      }
    ],
    "slug": "repository-opencode-14333-f3391c13",
    "sourceRefs": [
      {
        "dataset": "german-public-sector-ai-code-radar",
        "field": "opencode_project_id_and_commit",
        "fingerprint": "git:25e76382daca051de472efd8a32f7fa276ae36d0",
        "sourceId": "opencode:14333",
        "url": "https://gitlab.opencode.de/vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-airguardai/-/commit/25e76382daca051de472efd8a32f7fa276ae36d0"
      }
    ],
    "type": "repository"
  },
  "fingerprint": "sha256:aaf49243f3bc6a3db97af47011cb39f6aadbf5321f5fd0467578e94713100862",
  "generatedAt": "2026-11-12T09:00:31.263Z",
  "neighbors": [
    {
      "attributes": {
        "advisoryCount": 1,
        "category": "machine-learning",
        "ecosystem": "pypi",
        "identity": "pypi:scikit-learn",
        "licenseExpressions": [
          "BSD-3-Clause",
          "non-standard"
        ],
        "occurrenceCount": 29,
        "provider": null,
        "repositoryCount": 21
      },
      "edgeCount": 21,
      "id": "package:pypi:scikit-learn",
      "indexable": true,
      "label": "scikit-learn",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/scikit-learn-ab0941d9/"
        }
      ],
      "slug": "package-pypi-scikit-learn-95cff2e0",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:scikit-learn"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 1,
        "category": "model-runtime",
        "ecosystem": "pypi",
        "identity": "pypi:accelerate",
        "licenseExpressions": [
          "Apache-2.0",
          "non-standard"
        ],
        "occurrenceCount": 8,
        "provider": null,
        "repositoryCount": 5
      },
      "edgeCount": 5,
      "id": "package:pypi:accelerate",
      "indexable": true,
      "label": "Accelerate",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/accelerate-7fac5dd9/"
        }
      ],
      "slug": "package-pypi-accelerate-fbcd37d7",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:accelerate"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 0,
        "category": "tokenization",
        "ecosystem": "pypi",
        "identity": "pypi:tokenizers",
        "licenseExpressions": [
          "non-standard"
        ],
        "occurrenceCount": 20,
        "provider": null,
        "repositoryCount": 15
      },
      "edgeCount": 15,
      "id": "package:pypi:tokenizers",
      "indexable": true,
      "label": "Hugging Face Tokenizers",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/tokenizers-7ba00902/"
        }
      ],
      "slug": "package-pypi-tokenizers-08cfda2b",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:tokenizers"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 0,
        "category": "machine-learning",
        "ecosystem": "pypi",
        "identity": "pypi:lightgbm",
        "licenseExpressions": [
          "MIT"
        ],
        "occurrenceCount": 2,
        "provider": null,
        "repositoryCount": 2
      },
      "edgeCount": 2,
      "id": "package:pypi:lightgbm",
      "indexable": true,
      "label": "LightGBM",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/lightgbm-da1283c4/"
        }
      ],
      "slug": "package-pypi-lightgbm-80e0e874",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:lightgbm"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 1,
        "category": "ml-data",
        "ecosystem": "pypi",
        "identity": "pypi:datasets",
        "licenseExpressions": [
          "Apache-2.0"
        ],
        "occurrenceCount": 6,
        "provider": {
          "id": "hugging-face",
          "label": "Hugging Face"
        },
        "repositoryCount": 6
      },
      "edgeCount": 6,
      "id": "package:pypi:datasets",
      "indexable": true,
      "label": "Hugging Face Datasets",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/datasets-e12c1359/"
        }
      ],
      "slug": "package-pypi-datasets-91ff5e2c",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:datasets"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 23,
        "category": "machine-learning",
        "ecosystem": "pypi",
        "identity": "pypi:torch",
        "licenseExpressions": [
          "BSD-3-Clause"
        ],
        "occurrenceCount": 25,
        "provider": null,
        "repositoryCount": 17
      },
      "edgeCount": 17,
      "id": "package:pypi:torch",
      "indexable": true,
      "label": "PyTorch",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/torch-47a5352a/"
        }
      ],
      "slug": "package-pypi-torch-933de6da",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:torch"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 27,
        "category": "model-runtime",
        "ecosystem": "pypi",
        "identity": "pypi:transformers",
        "licenseExpressions": [
          "Apache-2.0"
        ],
        "occurrenceCount": 19,
        "provider": {
          "id": "hugging-face",
          "label": "Hugging Face"
        },
        "repositoryCount": 13
      },
      "edgeCount": 13,
      "id": "package:pypi:transformers",
      "indexable": true,
      "label": "Transformers",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/transformers-65289303/"
        }
      ],
      "slug": "package-pypi-transformers-d42f373c",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:transformers"
        }
      ],
      "type": "package"
    }
  ],
  "schemaVersion": "ki-evidenznetz.entity.v1"
}
