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      "column": 120,
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    "filename": "C:\\Projects\\geointel\\backend\\app\\services\\aoi_operation_service.py",
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    "location": {
      "column": 119,
      "row": 274
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      "column": 27,
      "row": 276
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    "filename": "C:\\Projects\\geointel\\backend\\app\\services\\aoi_operation_service.py",
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      "row": 253
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      "row": 253
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    "message": "Local variable `rasterio` is assigned to but never used",
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          "location": {
            "column": 1,
            "row": 4
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        }
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      "message": "Remove unused import: `typing.Any`"
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      "row": 4
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      "message": "Remove unused import: `shapely.geometry.shape`"
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    "location": {
      "column": 30,
      "row": 14
    },
    "message": "`shapely.geometry.shape` imported but unused",
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      "row": 409
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      "column": 20,
      "row": 409
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    "message": "`rasterio` imported but unused; consider using `importlib.util.find_spec` to test for availability",
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    "cell": null,
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      "column": 41,
      "row": 17
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    "location": {
      "column": 1,
      "row": 17
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    "message": "Module level import not at top of file",
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    "url": "https://docs.astral.sh/ruff/rules/module-import-not-at-top-of-file"
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      "column": 40,
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      "column": 1,
      "row": 18
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    "message": "Module level import not at top of file",
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      "column": 1,
      "row": 19
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    "message": "Module level import not at top of file",
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    "url": "https://docs.astral.sh/ruff/rules/module-import-not-at-top-of-file"
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    "cell": null,
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      "row": 20
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      "column": 1,
      "row": 20
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    "message": "Module level import not at top of file",
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      "row": 189
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          "location": {
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      "message": "Remove assignment to unused variable `client`"
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      "column": 5,
      "row": 189
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    "message": "Local variable `client` is assigned to but never used",
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    "cell": null,
    "code": "F401",
    "end_location": {
      "column": 34,
      "row": 5
    },
    "filename": "C:\\Projects\\geointel\\backend\\tests\\test_qa_service.py",
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            "column": 1,
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          "location": {
            "column": 1,
            "row": 5
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      "message": "Remove unused import: `types.SimpleNamespace`"
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    "location": {
      "column": 19,
      "row": 5
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      "column": 28,
      "row": 8
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      "column": 24,
      "row": 8
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      "row": 3
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            "column": 46,
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            "column": 1,
            "row": 3
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      "message": "Remove unused import: `types.ModuleType`"
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    "location": {
      "column": 19,
      "row": 3
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      "row": 10
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    "cell": null,
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    "end_location": {
      "column": 61,
      "row": 194
    },
    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 60,
      "row": 194
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 194,
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    "cell": null,
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      "column": 86,
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    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 85,
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    "message": "Multiple statements on one line (semicolon)",
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    "cell": null,
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    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 76,
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    "message": "Multiple statements on one line (semicolon)",
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    "cell": null,
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    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 98,
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    "message": "Multiple statements on one line (semicolon)",
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    "cell": null,
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      "column": 28,
      "row": 196
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    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 27,
      "row": 196
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    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 196,
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  {
    "cell": null,
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      "column": 29,
      "row": 199
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    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 28,
      "row": 199
    },
    "message": "Multiple statements on one line (semicolon)",
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      "column": 41,
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    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 40,
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    "message": "Multiple statements on one line (semicolon)",
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    "cell": null,
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      "column": 26,
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    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 25,
      "row": 207
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    "message": "Multiple statements on one line (semicolon)",
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    "cell": null,
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    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 50,
      "row": 207
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    "message": "Multiple statements on one line (semicolon)",
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    "cell": null,
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      "column": 27,
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    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 26,
      "row": 208
    },
    "message": "Multiple statements on one line (semicolon)",
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  {
    "cell": null,
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      "column": 53,
      "row": 208
    },
    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 52,
      "row": 208
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 208,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
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  {
    "cell": null,
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    "end_location": {
      "column": 41,
      "row": 209
    },
    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 40,
      "row": 209
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 209,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
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  {
    "cell": null,
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      "column": 62,
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    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 61,
      "row": 209
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 209,
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    "cell": null,
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    "end_location": {
      "column": 45,
      "row": 219
    },
    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 44,
      "row": 219
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 219,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
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  {
    "cell": null,
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    "end_location": {
      "column": 30,
      "row": 220
    },
    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 29,
      "row": 220
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 220,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
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  {
    "cell": null,
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      "column": 56,
      "row": 220
    },
    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 55,
      "row": 220
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 220,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
  },
  {
    "cell": null,
    "code": "E702",
    "end_location": {
      "column": 27,
      "row": 222
    },
    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 26,
      "row": 222
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 222,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
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  {
    "cell": null,
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    "end_location": {
      "column": 53,
      "row": 222
    },
    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 52,
      "row": 222
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 222,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
  },
  {
    "cell": null,
    "code": "E702",
    "end_location": {
      "column": 41,
      "row": 223
    },
    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 40,
      "row": 223
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 223,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
  },
  {
    "cell": null,
    "code": "E702",
    "end_location": {
      "column": 61,
      "row": 223
    },
    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
    "fix": null,
    "location": {
      "column": 60,
      "row": 223
    },
    "message": "Multiple statements on one line (semicolon)",
    "noqa_row": 223,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
  },
  {
    "cell": null,
    "code": "F401",
    "end_location": {
      "column": 18,
      "row": 46
    },
    "filename": "C:\\Projects\\geointel\\scripts\\provision_regional_grb_context.py",
    "fix": {
      "applicability": "safe",
      "edits": [
        {
          "content": "from provision_regional_grb_buildings import (\n    DEFAULT_API_URL,\n    DEFAULT_MAX_FEATURES_PER_MEMBER,\n    DEFAULT_MAX_TOTAL_FEATURES,\n    DEFAULT_OUTPUT_ROOT,\n    DEFAULT_PAGE_LIMIT,\n    DEFAULT_SCOPE_KEY,\n    GEOJSON_CRS,\n    GRB_ATTRIBUTION,\n    bounds_overlap,\n    build_member_geometries,\n    build_source_session,\n    ensure_backend_path,\n    list_paginated_items,\n    next_page_url,\n    observed_at,\n    reusable_manifest,\n    safe_slug,\n    sha256_file,\n    utc_now,\n    write_json_atomic,\n)",
          "end_location": {
            "column": 2,
            "row": 52
          },
          "location": {
            "column": 1,
            "row": 30
          }
        }
      ],
      "message": "Remove unused import: `provision_regional_grb_buildings.response_data`"
    },
    "location": {
      "column": 5,
      "row": 46
    },
    "message": "`provision_regional_grb_buildings.response_data` imported but unused",
    "noqa_row": 46,
    "url": "https://docs.astral.sh/ruff/rules/unused-import"
  },
  {
    "cell": null,
    "code": "F401",
    "end_location": {
      "column": 35,
      "row": 26
    },
    "filename": "C:\\Projects\\geointel\\scripts\\provision_waterinfo_station_history.py",
    "fix": {
      "applicability": "safe",
      "edits": [
        {
          "content": "from shapely.geometry import shape",
          "end_location": {
            "column": 51,
            "row": 26
          },
          "location": {
            "column": 1,
            "row": 26
          }
        }
      ],
      "message": "Remove unused import"
    },
    "location": {
      "column": 30,
      "row": 26
    },
    "message": "`shapely.geometry.Point` imported but unused",
    "noqa_row": 26,
    "url": "https://docs.astral.sh/ruff/rules/unused-import"
  },
  {
    "cell": null,
    "code": "F401",
    "end_location": {
      "column": 44,
      "row": 26
    },
    "filename": "C:\\Projects\\geointel\\scripts\\provision_waterinfo_station_history.py",
    "fix": {
      "applicability": "safe",
      "edits": [
        {
          "content": "from shapely.geometry import shape",
          "end_location": {
            "column": 51,
            "row": 26
          },
          "location": {
            "column": 1,
            "row": 26
          }
        }
      ],
      "message": "Remove unused import"
    },
    "location": {
      "column": 37,
      "row": 26
    },
    "message": "`shapely.geometry.mapping` imported but unused",
    "noqa_row": 26,
    "url": "https://docs.astral.sh/ruff/rules/unused-import"
  },
  {
    "cell": null,
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    "end_location": {
      "column": 23,
      "row": 14
    },
    "filename": "C:\\Projects\\geointel\\scripts\\refine_yolo_labels_with_sam.py",
    "fix": {
      "applicability": "safe",
      "edits": [
        {
          "content": "",
          "end_location": {
            "column": 1,
            "row": 15
          },
          "location": {
            "column": 1,
            "row": 14
          }
        }
      ],
      "message": "Remove unused import: `typing.Any`"
    },
    "location": {
      "column": 20,
      "row": 14
    },
    "message": "`typing.Any` imported but unused",
    "noqa_row": 14,
    "url": "https://docs.astral.sh/ruff/rules/unused-import"
  },
  {
    "cell": null,
    "code": "F401",
    "end_location": {
      "column": 28,
      "row": 15
    },
    "filename": "C:\\Projects\\geointel\\scripts\\run_golden_qa_benchmark.py",
    "fix": {
      "applicability": "safe",
      "edits": [
        {
          "content": "from app.models import Dataset, Metric, QualityCheck",
          "end_location": {
            "column": 59,
            "row": 15
          },
          "location": {
            "column": 1,
            "row": 15
          }
        }
      ],
      "message": "Remove unused import: `app.models.Area`"
    },
    "location": {
      "column": 24,
      "row": 15
    },
    "message": "`app.models.Area` imported but unused",
    "noqa_row": 15,
    "url": "https://docs.astral.sh/ruff/rules/unused-import"
  },
  {
    "cell": null,
    "code": "E402",
    "end_location": {
      "column": 40,
      "row": 11
    },
    "filename": "C:\\Projects\\geointel\\scripts\\seed_demo_workflow.py",
    "fix": null,
    "location": {
      "column": 1,
      "row": 11
    },
    "message": "Module level import not at top of file",
    "noqa_row": 11,
    "url": "https://docs.astral.sh/ruff/rules/module-import-not-at-top-of-file"
  },
  {
    "cell": null,
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    "end_location": {
      "column": 67,
      "row": 12
    },
    "filename": "C:\\Projects\\geointel\\scripts\\seed_demo_workflow.py",
    "fix": null,
    "location": {
      "column": 1,
      "row": 12
    },
    "message": "Module level import not at top of file",
    "noqa_row": 12,
    "url": "https://docs.astral.sh/ruff/rules/module-import-not-at-top-of-file"
  },
  {
    "cell": null,
    "code": "E701",
    "end_location": {
      "column": 12,
      "row": 4
    },
    "filename": "C:\\Projects\\geointel\\scripts\\smoke_contracts.py",
    "fix": null,
    "location": {
      "column": 11,
      "row": 4
    },
    "message": "Multiple statements on one line (colon)",
    "noqa_row": 4,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-colon"
  },
  {
    "cell": null,
    "code": "E701",
    "end_location": {
      "column": 12,
      "row": 5
    },
    "filename": "C:\\Projects\\geointel\\scripts\\smoke_docs.py",
    "fix": null,
    "location": {
      "column": 11,
      "row": 5
    },
    "message": "Multiple statements on one line (colon)",
    "noqa_row": 5,
    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-colon"
  },
  {
    "cell": null,
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    "end_location": {
      "column": 49,
      "row": 136
    },
    "filename": "C:\\Projects\\geointel\\scripts\\train_building_proposal_filter.py",
    "fix": {
      "applicability": "safe",
      "edits": [
        {
          "content": "from torchvision import datasets",
          "end_location": {
            "column": 49,
            "row": 136
          },
          "location": {
            "column": 5,
            "row": 136
          }
        }
      ],
      "message": "Remove unused import: `torchvision.transforms`"
    },
    "location": {
      "column": 39,
      "row": 136
    },
    "message": "`torchvision.transforms` imported but unused",
    "noqa_row": 136,
    "url": "https://docs.astral.sh/ruff/rules/unused-import"
  }
]