新增修改

final/report/detailed_cleaning_report.json

@@ -0,0 +1,94 @@
+{
+  "timestamp": "2026-04-23 12:20:15",
+  "summary": {
+    "total_records": 210,
+    "final_records": 200,
+    "duplicates_removed": 10
+  },
+  "details": {
+    "missing_values_fixed": {
+      "X": 2,
+      "Y": 5,
+      "WEIGHT": 126,
+      "AREA": 126,
+      "DETECTION_RANGE": 166,
+      "DETECTION_ACCURACY": 166,
+      "REFRESH_RATE": 166,
+      "TRANSMISSION_DELAY": 135,
+      "RELIABILITY": 166,
+      "DECISION_RESPONSE_TIME": 169,
+      "PROCESSING_CAPACITY": 169,
+      "INFORMATION_FUSION_CAPABILITY": 169,
+      "SYSTEM_RELIABILITY": 169,
+      "STRIKE_RANGE": 126,
+      "STRIKE_ACCURACY": 126,
+      "AMMUNITION_RESERVE": 126,
+      "TARGET_RECOGNITION_CAPABILITY": 126,
+      "LOAD_CAPACITY": 159,
+      "PLATFORM_AREA": 180,
+      "SUPPORT_RANGE": 159,
+      "SUPPORT_CAPACITY": 139
+    },
+    "outliers_corrected": {
+      "count": 59,
+      "examples": [
+        {
+          "id": "FS-法-协同打-144",
+          "field": "TARGET_RECOGNITION_CAPABILITY",
+          "original": 1.1645873020580773,
+          "corrected": 1.0,
+          "reason": "Value out of range [0, 1]"
+        },
+        {
+          "id": "FS-法-协同打-144",
+          "field": "STRIKE_ACCURACY",
+          "original": 1.2863907411837974,
+          "corrected": 1.0,
+          "reason": "Value out of range [0, 1]"
+        },
+        {
+          "id": "FS-美-火力打-156",
+          "field": "TARGET_RECOGNITION_CAPABILITY",
+          "original": -0.8869593801185574,
+          "corrected": 0.8869593801185574,
+          "reason": "Value out of range [0, 1]"
+        },
+        {
+          "id": "FS-俄-协同打-061",
+          "field": "TARGET_RECOGNITION_CAPABILITY",
+          "original": 1.1931823083468704,
+          "corrected": 1.0,
+          "reason": "Value out of range [0, 1]"
+        },
+        {
+          "id": "FS-美-协同打-121",
+          "field": "STRIKE_ACCURACY",
+          "original": 1.439367437550393,
+          "corrected": 1.0,
+          "reason": "Value out of range [0, 1]"
+        }
+      ]
+    },
+    "noise_reduction": {
+      "method": "Kalman Filter",
+      "fields_processed": [
+        "COMMUNICATION_RANGE"
+      ],
+      "total_smoothed": 200
+    },
+    "standardization": [
+      "Coordinates normalized to 2 decimal places",
+      "Timestamps formatted to ISO-8601",
+      "Attributes aligned to 1125 schema (format + content)"
+    ],
+    "attribute_alignment": {
+      "enabled": true,
+      "format_errors_by_field": {},
+      "content_errors_by_field": {},
+      "records_with_errors": 0,
+      "aligned_count": 200,
+      "transformed_count": 200,
+      "samples": []
+    }
+  }
+}

final/report/triplet_cleaning_report.json

@@ -0,0 +1,20 @@
+{
+  "timestamp": "2026-02-27 19:45:51",
+  "original_count": 8,
+  "deduplicate": {
+    "enabled": true,
+    "removed": 0
+  },
+  "filter_orphans": {
+    "enabled": false,
+    "removed": 0
+  },
+  "remove_null_core": {
+    "enabled": true,
+    "removed": 0
+  },
+  "normalize_relation_type": {
+    "enabled": true
+  },
+  "final_count": 8
+}