all

controller/GraphStyleController.py

@@ -1,9 +1,12 @@
-# controller/GraphStyleController.py
 import json
+import logging
 from robyn import jsonify, Response
 from app import app
 from service.GraphStyleService import GraphStyleService
 
+# 配置日志记录
+logger = logging.getLogger(__name__)
+
 
 # --- 核心工具函数：解决乱码 ---
 def create_response(status_code, data_dict):
@@ -20,46 +23,76 @@ def create_response(status_code, data_dict):
 @app.post("/api/graph/style/save")
 async def save_style_config(request):
     """
-    保存配置接口 - 增强防跑偏版
-    逻辑：
-    1. 如果 body 中包含 is_auto_save: true，则强制忽略 group_name，防止自动保存篡改归属。
-    2. 如果是普通保存或移动，则正常传递 group_name。
+    保存配置接口 - 增强校验版
+    支持：
+    1. 跨组精准移动 (id + target_group_id) - 优先级最高
+    2. 跨组名称移动 (id + group_name + is_auto_save: false)
+    3. 手动/自动保存 (id + is_auto_save: true/false)
+    4. 新建保存 (无 id)
     """
     try:
+        # 1. 解析请求体
         body = request.json()
 
+        # 提取参数
         config_id = body.get('id')
         canvas_name = body.get('canvas_name')
         current_label = body.get('current_label')
         styles = body.get('styles')
 
-        # 核心改动：获取 group_name
+        # 核心改动点：接收精准 ID
+        target_group_id = body.get('target_group_id')
         group_name = body.get('group_name')
 
-        # 增加一个前端标识：如果是实时同步(防抖保存)，前端可以传这个字段
+        # 默认为 False，代表这是一次手动操作（可能是保存，也可能是移动）
         is_auto_save = body.get('is_auto_save', False)
 
+        # 2. 基础参数校验
         if not all([canvas_name, current_label, styles]):
-            return create_response(200, {"code": 400, "msg": "参数不完整"})
-
-        # 如果是自动保存模式，显式清空 group_name，强制 Service 进入“仅更新样式”逻辑
-        final_group_name = None if is_auto_save else group_name
-
-        # 将处理后的参数传给 Service 层
-        success = GraphStyleService.save_config(
-            canvas_name=canvas_name,
-            current_label=current_label,
-            styles_dict=styles,
-            group_name=final_group_name,
-            config_id=config_id
-        )
-
-        if success:
-            return create_response(200, {"code": 200, "msg": "操作成功"})
+            return create_response(200, {"code": 400, "msg": "参数不完整：缺失标签名或样式数据"})
+
+        # --- 核心逻辑分流 ---
+
+        # 情况 A：更新记录 (前端传了 ID)
+        if config_id:
+            # 判断动作类型用于日志和反馈
+            # 只要传了 target_group_id 或提供了 group_name 且非自动保存，就视为移动
+            is_moving = (target_group_id is not None) or (group_name is not None and not is_auto_save)
+            action_label = "移动" if is_moving else "更新"
+
+            # 修改点：将 target_group_id 显式传递给 Service 层
+            success = GraphStyleService.update_config(
+                config_id=int(config_id),
+                canvas_name=canvas_name,
+                current_label=current_label,
+                styles_dict=styles,
+                group_name=group_name,
+                target_group_id=target_group_id,  # 确保这一行存在！
+                is_auto_save=is_auto_save
+            )
+
+            if success:
+                return create_response(200, {"code": 200, "msg": f"{action_label}操作完成"})
+            else:
+                return create_response(200,
+                                       {"code": 500, "msg": f"{action_label}失败，请确认配置是否存在或内容是否有变化"})
+
+        # 情况 B：新增记录 (前端未传 ID)
         else:
-            return create_response(200, {"code": 500, "msg": "操作失败"})
+            success = GraphStyleService.create_config(
+                canvas_name=canvas_name,
+                current_label=current_label,
+                styles_dict=styles,
+                group_name=group_name
+            )
+            if success:
+                return create_response(200, {"code": 200, "msg": "新配置已创建成功"})
+            else:
+                return create_response(200, {"code": 500, "msg": "新建配置失败，请重试"})
+
     except Exception as e:
-        return create_response(200, {"code": 500, "msg": f"系统异常: {str(e)}"})
+        logger.error(f"Controller 异常: {str(e)}", exc_info=True)
+        return create_response(200, {"code": 500, "msg": f"服务器内部错误: {str(e)}"})
 
 
 @app.get("/api/graph/style/list/grouped")
@@ -69,6 +102,7 @@ async def get_grouped_style_list(request):
         data = GraphStyleService.get_grouped_configs()
         return create_response(200, {"code": 200, "data": data, "msg": "查询成功"})
     except Exception as e:
+        logger.error(f"查询异常: {str(e)}")
         return create_response(200, {"code": 500, "msg": f"查询异常: {str(e)}"})
 @app.get("/api/graph/style/active")
 async def get_active_style(request):
@@ -83,7 +117,7 @@ async def get_active_style(request):
 
 @app.post("/api/graph/style/group/apply")
 async def apply_style_group(request):
-    """应用全案"""
+    """应用全案：一键切换当前激活的样式组"""
     try:
         body = request.json()
         group_id = body.get('group_id')
@@ -95,7 +129,7 @@ async def apply_style_group(request):
         if success:
             return create_response(200, {"code": 200, "msg": "方案已成功应用"})
         else:
-            return create_response(200, {"code": 500, "msg": "应用全案失败"})
+            return create_response(200, {"code": 500, "msg": "应用全案失败，请检查方案是否存在"})
     except Exception as e:
         return create_response(200, {"code": 500, "msg": f"操作异常: {str(e)}"})
 
@@ -121,7 +155,7 @@ async def set_default_style_group(request):
 
 @app.get("/api/graph/style/groups")
 async def get_group_names(request):
-    """获取所有已存在的方案组列表"""
+    """获取所有已存在的方案组列表（用于下拉选择）"""
     try:
         data = GraphStyleService.get_group_list()
         return create_response(200, {"code": 200, "data": data, "msg": "查询成功"})
@@ -129,19 +163,9 @@ async def get_group_names(request):
         return create_response(200, {"code": 500, "msg": f"查询异常: {str(e)}"})
 
 
-@app.get("/api/graph/style/list")
-async def get_style_list(request):
-    """获取原始扁平配置列表"""
-    try:
-        data = GraphStyleService.get_all_configs()
-        return create_response(200, {"code": 200, "data": data, "msg": "查询成功"})
-    except Exception as e:
-        return create_response(200, {"code": 500, "msg": f"查询异常: {str(e)}"})
-
-
 @app.post("/api/graph/style/delete")
 async def delete_style_config(request):
-    """删除单条画布配置"""
+    """删除单条配置记录"""
     try:
         body = request.json()
         config_id = body.get('id')
@@ -153,14 +177,14 @@ async def delete_style_config(request):
         if success:
             return create_response(200, {"code": 200, "msg": "删除成功"})
         else:
-            return create_response(200, {"code": 500, "msg": "删除失败"})
+            return create_response(200, {"code": 404, "msg": "删除失败，配置可能已被删除"})
     except Exception as e:
         return create_response(200, {"code": 500, "msg": f"操作异常: {str(e)}"})
 
 
 @app.post("/api/graph/style/group/delete")
 async def delete_style_group(request):
-    """删除整个方案组及其下属所有配置"""
+    """级联删除整个方案组及其下属所有配置"""
     try:
         body = request.json()
         group_id = body.get('group_id')
@@ -170,7 +194,7 @@ async def delete_style_group(request):
 
         success = GraphStyleService.delete_group(group_id)
         if success:
-            return create_response(200, {"code": 200, "msg": "方案组已彻底删除"})
+            return create_response(200, {"code": 200, "msg": "方案组及关联配置已彻底删除"})
         else:
             return create_response(200, {"code": 500, "msg": "方案组删除失败"})
     except Exception as e:
@@ -184,6 +208,7 @@ async def batch_delete_style(request):
         body = request.json()
         config_ids = body.get('ids')
 
+        # 容错：处理前端可能以 JSON 字符串形式发送的列表
         if isinstance(config_ids, str):
             try:
                 config_ids = json.loads(config_ids)
@@ -191,9 +216,13 @@ async def batch_delete_style(request):
                 pass
 
         if not config_ids or not isinstance(config_ids, list):
-            return create_response(200, {"code": 400, "msg": "参数格式错误"})
+            return create_response(200, {"code": 400, "msg": "参数格式错误，请提供ID列表"})
 
         count = GraphStyleService.batch_delete_configs(config_ids)
-        return create_response(200, {"code": 200, "msg": f"成功删除 {count} 条配置", "count": count})
+        return create_response(200, {
+            "code": 200,
+            "msg": f"成功删除 {count} 条配置数据",
+            "count": count
+        })
     except Exception as e:
         return create_response(200, {"code": 500, "msg": f"批量删除异常: {str(e)}"})

controller/OperationController.py

@@ -9,15 +9,40 @@ from urllib.parse import unquote
 operation_service = OperationService()
 
 
-# --- 核心工具函数 ---
-
+# 2. 新增/替换这个深度转换函数
+def deep_convert(data):
+    """
+    专门解决 Neo4j 对象序列化问题的工具函数
+    """
+    if isinstance(data, dict):
+        return {k: deep_convert(v) for k, v in data.items()}
+    elif isinstance(data, list):
+        return [deep_convert(i) for i in data]
+    # 增加对数值类型的保护，其他的全部转为字符串
+    elif isinstance(data, (int, float, bool, type(None))):
+        return data
+    elif isinstance(data, str):
+        return data
+    # 如果是 Neo4j 的 ID、Long 或其他不可识别对象，一律强转字符串
+    else:
+        try:
+            return str(data)
+        except:
+            return None
+
+# 3. 替换原来的 create_response
 def create_response(status_code, data_dict):
     """
-    统一响应格式封装，强制使用 UTF-8 防止中文乱码。
+    统一响应格式封装。
+    不再直接用 jsonify(data_dict)，因为那处理不了嵌套的 Neo4j 对象。
     """
+    # 第一步：清洗数据，把所有特殊对象转为标准 Python 类型
+    clean_data = deep_convert(data_dict)
+
+    # 第二步：手动序列化，确保中文不乱码，且 elementId 等长字符串不被截断
     return Response(
         status_code=status_code,
-        description=jsonify(data_dict),
+        description=json.dumps(clean_data, ensure_ascii=False),
         headers={"Content-Type": "application/json; charset=utf-8"}
     )
 
@@ -334,3 +359,191 @@ def get_kg_stats(req):
     except Exception as e:
         traceback.print_exc()
         return create_response(200, {"code": 500, "msg": f"统计数据异常: {str(e)}"})
+
+
+# --- 12. 数据导出接口 ---
+
+@app.get("/api/kg/export/nodes")
+def export_nodes(req):
+    """
+    节点导出接口：全量导出满足筛选条件的节点
+    """
+    try:
+        # 1. 提取筛选参数
+        name_raw = get_query_param(req, "name", "")
+        label_raw = get_query_param(req, "label", "")
+
+        # 2. 参数清洗
+        name = name_raw.strip() if name_raw and str(name_raw).lower() not in ["null", "undefined"] else None
+        label = label_raw.strip() if label_raw and label_raw not in ["全部", "", "null", "undefined"] else None
+
+        # 3. 调用 Service：移除 limit 参数，执行全量导出
+        result = operation_service.export_nodes_to_json(label=label, name=name)
+
+        if result.get("success"):
+            return create_response(200, {
+                "code": 200,
+                "data": result.get("data"),
+                "total": result.get("count", 0),
+                "msg": "success"
+            })
+        else:
+            return create_response(200, {"code": 500, "msg": result.get("msg", "获取导出数据失败")})
+
+    except Exception as e:
+        traceback.print_exc()
+        return create_response(200, {"code": 500, "msg": f"导出节点接口异常: {str(e)}"})
+
+
+@app.get("/api/kg/export/relationships")
+def export_relationships(req):
+    """
+    关系导出接口：全量导出满足筛选条件的关系
+    """
+    try:
+        # 1. 提取筛选参数
+        source_raw = get_query_param(req, "source", "")
+        target_raw = get_query_param(req, "target", "")
+        type_raw = get_query_param(req, "type", "")
+
+        # 2. 参数清洗
+        source = source_raw.strip() if source_raw and str(source_raw).lower() not in ["null", "undefined"] else None
+        target = target_raw.strip() if target_raw and str(target_raw).lower() not in ["null", "undefined"] else None
+        rel_type = type_raw.strip() if type_raw and type_raw not in ["全部", "", "null", "undefined"] else None
+
+        # 3. 执行导出查询：移除 limit 参数，执行全量导出
+        result = operation_service.export_relationships_to_json(
+            source=source,
+            target=target,
+            rel_type=rel_type
+        )
+
+        if result.get("success"):
+            return create_response(200, {
+                "code": 200,
+                "data": result.get("data"),
+                "total": result.get("count", 0),
+                "msg": "success"
+            })
+        else:
+            return create_response(200, {
+                "code": 500,
+                "msg": result.get("msg", "获取导出关系失败")
+            })
+
+    except Exception as e:
+        traceback.print_exc()
+        return create_response(200, {
+            "code": 500,
+            "msg": f"导出关系接口异常: {str(e)}"
+        })
+
+
+# --- 13. 批量导入核心接口 (预检 & 执行) ---
+
+@app.post("/api/kg/import/nodes/precheck")
+def import_nodes_precheck(req):
+    """
+    预检接口：接收前端上传的 nodes 数组，进行冲突和有效性扫描。
+    """
+    try:
+        body = parse_request_body(req)
+        nodes = body.get("nodes", [])
+        if not nodes: return create_response(200, {"code": 400, "msg": "数据为空"})
+
+        result = operation_service.precheck_nodes_batch(nodes)
+        return create_response(200, {
+            "code": 200,
+            "data": {
+                "conflicts": result.get("conflicts", []),
+                "invalid": result.get("invalid", []),  # 这里会包含因缺少 nodeId 而被过滤的数据
+                "summary": result.get("summary", {})
+            },
+            "msg": "预检完成"
+        })
+    except Exception as e:
+        return create_response(200, {"code": 500, "msg": f"预检异常: {str(e)}"})
+
+
+@app.post("/api/kg/import/nodes/execute")
+def import_nodes_execute(req):
+    """
+    执行导入接口：支持模式 mode (strict/skip/update)。
+    """
+    try:
+        body = parse_request_body(req)
+        nodes = body.get("nodes", [])
+        mode = body.get("mode", "skip")
+
+        if not nodes: return create_response(200, {"code": 400, "msg": "批次数据为空"})
+
+        result = operation_service.execute_node_import_batch(nodes, mode=mode)
+
+        if result.get("success"):
+            return create_response(200, {"code": 200, "msg": result.get("msg")})
+        else:
+            # 严格模式下如果因冲突失败，返回详情
+            return create_response(200, {
+                "code": 500,
+                "msg": result.get("msg"),
+                "data": {"conflicts": result.get("conflicts", [])}
+            })
+    except Exception as e:
+        return create_response(200, {"code": 500, "msg": f"执行异常: {str(e)}"})
+
+# --- 关系导入核心修正 ---
+
+@app.post("/api/kg/import/relationships/precheck")
+def import_rels_precheck(req):
+    """
+    修正说明：适配 Service 层返回的 summary 结构，确保前端准确识别冲突数
+    """
+    try:
+        body = parse_request_body(req)
+        # 兼容 relationships 和 rels 两种写法
+        rels = body.get("relationships") or body.get("rels") or []
+        if not rels:
+            return create_response(200, {"code": 400, "msg": "预检数据为空"})
+
+        result = operation_service.precheck_rels_batch(rels)
+        return create_response(200, {
+            "code": 200,
+            "data": {
+                "conflicts": result.get("conflicts", []),
+                "invalid": result.get("invalid", []),
+                "summary": result.get("summary", {}) # 包含准确的 conflict 计数
+            },
+            "msg": "预检成功"
+        })
+    except Exception as e:
+        traceback.print_exc()
+        return create_response(200, {"code": 500, "msg": f"关系预检异常: {str(e)}"})
+
+
+@app.post("/api/kg/import/relationships/execute")
+def import_rels_execute(req):
+    """
+    修正说明：将 Service 层生成的包含 elementId 的标准 Graph 数据透传回前端
+    """
+    try:
+        body = parse_request_body(req)
+        rels = body.get("relationships") or body.get("rels") or []
+        mode = body.get("mode", "skip")
+
+        if not rels:
+            return create_response(200, {"code": 400, "msg": "执行数据为空"})
+
+        result = operation_service.execute_rel_import_batch(rels, mode=mode)
+
+        if result.get("success"):
+            return create_response(200, {
+                "code": 200,
+                "msg": result.get("msg"),
+                "data": result.get("data"), # 核心：返回标准嵌套结构的数组
+                "count": result.get("count", 0)
+            })
+        else:
+            return create_response(200, {"code": 500, "msg": result.get("msg")})
+    except Exception as e:
+        traceback.print_exc()
+        return create_response(200, {"code": 500, "msg": f"关系导入执行异常: {str(e)}"})

controller/QAController.py

@@ -9,48 +9,62 @@ from robyn import jsonify, Response
 from app import app
 from controller.client import client
 
-import uuid
+
+# --- 核心工具函数：解决元组返回错误及中文乱码 ---
+def create_response(status_code, data_dict):
+    """
+    统一响应格式封装。
+    1. 确保返回的是 Robyn 预期的 Response 对象。
+    2. description 必须是字符串（json.dumps 结果）。
+    3. 强制使用 UTF-8 防止中文乱码。
+    """
+    return Response(
+        status_code=status_code,
+        description=json.dumps(data_dict, ensure_ascii=False),
+        headers={"Content-Type": "application/json; charset=utf-8"}
+    )
+
 
 def convert_to_g6_format(data):
-    entities = data["entities"]
-    relations = data["relations"]
+    entities = data.get("entities", [])
+    relations = data.get("relations", [])
 
     # 创建实体名称到唯一ID的映射
     name_to_id = {}
     nodes = []
 
     for ent in entities:
-        name = ent["n"]
-        if name not in name_to_id:
+        name = ent.get("n")
+        if name and name not in name_to_id:
             node_id = str(uuid.uuid4())
             name_to_id[name] = node_id
             nodes.append({
                 "id": node_id,
                 "label": name,
                 "data": {
-                    "type": ent["t"]  # 可用于 G6 的节点样式区分
+                    "type": ent.get("t")  # 用于 G6 的节点样式区分
                 }
             })
 
     # 构建边，并为每条边生成唯一 ID
     edges = []
     for rel in relations:
-        e1 = rel["e1"]
-        e2 = rel["e2"]
-        r = rel["r"]
+        e1 = rel.get("e1")
+        e2 = rel.get("e2")
+        r = rel.get("r")
 
         source_id = name_to_id.get(e1)
         target_id = name_to_id.get(e2)
 
         if source_id and target_id:
-            edge_id = str(uuid.uuid4())  # 👈 为边生成唯一 ID
+            edge_id = str(uuid.uuid4())
             edges.append({
-                "id": edge_id,           # ✅ 添加 id 字段
+                "id": edge_id,
                 "source": source_id,
                 "target": target_id,
-                "label": r,              # G6 支持直接使用 label（非必须放 data）
+                "label": r,
                 "data": {
-                    "label": r           # 保留 data.label 便于扩展
+                    "label": r
                 }
             })
         else:
@@ -60,85 +74,88 @@ def convert_to_g6_format(data):
         "nodes": nodes,
         "edges": edges
     }
+
+
 @app.post("/api/qa/analyze")
 async def analyze(request):
     body = request.json()
     input_text = body.get("text", "").strip()
+
     if not input_text:
-        return jsonify({"error": "缺少 text 字段"}), 400
+        # 使用 create_response 统一返回格式，避免使用 jsonify 可能带来的元组嵌套问题
+        return create_response(400, {"error": "缺少 text 字段"})
+
     try:
-        # 直接转发到大模型服务（假设它返回 { "task_id": "xxx" }）
+        # 1. 提取实体
         resp = await client.post(
             "/getEntity",
             json={"text": input_text},
-            timeout=1800.0  # 30分钟
+            timeout=1800.0
         )
-        qaList = []
-        if resp.status_code == 202 or resp.status_code == 200:
 
+        qaList = []
+        if resp.status_code in (200, 202):
             resp_json = resp.json()
-            resp_json_data = resp_json.get("data",{})
-            resp_json_data = json.loads(resp_json_data)
+            # 处理字符串形式的 data 字段
+            resp_json_data = resp_json.get("data", "{}")
+            if isinstance(resp_json_data, str):
+                resp_json_data = json.loads(resp_json_data)
+
             entities = resp_json_data.get("entities", [])
-            print(entities)
-            data = []
+            print(f"提取到的实体: {entities}")
+
+            # 查询 Neo4j 邻居（此逻辑保留，虽目前未直接放入 qaList，可能用于后续扩展）
             for name in entities:
-                neighbors =neo4j_client.find_neighbors_with_relationshipsAI(
+                neo4j_client.find_neighbors_with_relationshipsAI(
                     node_label=None,
                     direction="both",
                     node_properties={"name": name},
                     rel_type=None
                 )
-                data.append({
-                    name:neighbors
-                })
-            resp = await client.post(
+
+            # 2. 问答代理获取答案列表
+            resp_agent = await client.post(
                 "/question_agent",
-                json={"neo4j_data": [],
-                     "text": input_text},
-                timeout=1800.0  # 30分钟
+                json={"neo4j_data": [], "text": input_text},
+                timeout=1800.0
             )
-            resp_data = resp.json()
-            inner_data = json.loads(resp_data["data"])
-            # 第二步：获取 json 数组
-            items = inner_data["json"]
 
-            # 第三步：按 sort 排序（虽然所有都是 0.9，但为了通用性还是排序）
-            # 如果 sort 相同，可以保留原始顺序（使用 stable sort），或按 xh 排序等
-            sorted_items = sorted(items, key=lambda x: x["sort"], reverse=True)
+            resp_data = resp_agent.json()
+            inner_data = json.loads(resp_data["data"])
+            items = inner_data.get("json", [])
 
-            # 第四步：取前5个
+            # 按权重排序取前5
+            sorted_items = sorted(items, key=lambda x: x.get("sort", 0), reverse=True)
             top5 = sorted_items[:5]
+
+            # 3. 对每个答案提取关系图谱
             for item in top5:
-                resp = await client.post(
+                resp_ext = await client.post(
                     "/extract_entities_and_relations",
                     json={"text": item['answer']},
-                    timeout=1800.0  # 30分钟
+                    timeout=1800.0
                 )
-                if resp.status_code in (200, 202):
-                    result = resp.json()
-                    print(result)
+
+                if resp_ext.status_code in (200, 202):
+                    result = resp_ext.json()
                     g6_data = convert_to_g6_format(result)
-                    print(g6_data)
                     qaList.append({
                         "answer": item["answer"],
                         "result": g6_data,
-                           })
-                print(f"xh: {item['xh']}, answer: {item['answer']}, sort: {item['sort']}")
-            print(resp.json())
-            return Response(
-                status_code=200,
-                description=jsonify(qaList),
-                headers={"Content-Type": "text/plain; charset=utf-8"}
-            )
+                    })
+                    print(f"处理成功 xh: {item.get('xh')}, sort: {item.get('sort')}")
+
+            # --- 修复点：使用 create_response 返回解析后的数组 ---
+            return create_response(200, qaList)
+
         else:
-            return jsonify({
+            return create_response(resp.status_code, {
                 "error": "提交失败",
                 "detail": resp.text
-            }), resp.status_code
+            })
+
     except Exception as e:
         error_trace = traceback.format_exc()
         print("❌ 发生异常:")
         print(error_trace)
-
-        return jsonify({"error": str(e),"traceback": error_trace}), 500
+        return create_response(500, {"error": str(e), "traceback": error_trace})

service/GraphStyleService.py

@@ -1,110 +1,151 @@
-# service/GraphStyleService.py
 import json
+import logging
 from util.mysql_utils import mysql_client
 
+# 配置日志
+logger = logging.getLogger(__name__)
+
 
 class GraphStyleService:
     @staticmethod
-    def save_config(canvas_name: str, current_label: str, styles_dict: dict, group_name: str = None, config_id: int = None) -> bool:
+    def _get_or_create_group(group_name: str) -> int:
+        """内部辅助方法：获取或创建方案组 ID"""
+        if not group_name or group_name.strip() == "":
+            group_name = "默认方案"
+
+        group_name = group_name.strip()
+
+        # 1. 查询是否存在
+        check_sql = "SELECT id FROM graph_style_groups WHERE group_name = %s LIMIT 1"
+        existing = mysql_client.execute_query(check_sql, (group_name,))
+        if existing:
+            return int(existing[0]['id'])
+
+        # 2. 不存在则插入
+        insert_sql = "INSERT INTO graph_style_groups (group_name, is_active, is_default) VALUES (%s, %s, %s)"
+        mysql_client.execute_update(insert_sql, (group_name, False, False))
+
+        # 3. 获取新生成的 ID
+        final_check = mysql_client.execute_query(check_sql, (group_name,))
+        return int(final_check[0]['id']) if final_check else 1
+
+    @staticmethod
+    def create_config(canvas_name: str, current_label: str, styles_dict: dict, group_name: str = None) -> bool:
+        """【纯新增】用于另存为或初始保存"""
+        config_json = json.dumps(styles_dict, ensure_ascii=False)
+        target_group_id = GraphStyleService._get_or_create_group(group_name)
+
+        sql = """
+            INSERT INTO graph_configs (canvas_name, current_label, config_json, group_id)
+            VALUES (%s, %s, %s, %s)
+        """
+        affected_rows = mysql_client.execute_update(sql, (canvas_name, current_label, config_json, target_group_id))
+        return affected_rows > 0
+
+    @staticmethod
+    def update_config(config_id: int, canvas_name: str, current_label: str, styles_dict: dict,
+                      group_name: str = None, is_auto_save: bool = False, target_group_id: int = None) -> bool:
         """
-        保存图谱样式配置（修复版：防止自动保存导致的分组乱跑）
+        核心更新逻辑：支持精准 ID 移动，优化了逻辑优先级判断
         """
-        # 2. 转换样式 JSON
-        config_json = json.dumps(styles_dict, ensure_ascii=False)
+        if not config_id:
+            logger.error("更新失败：缺少 config_id")
+            return False
 
-        # 3. 【核心修改点】：区分 更新 还是 新建
-        if config_id:
-            # --- 更新逻辑 ---
-            # 如果带了 ID，我们要极其谨慎地处理 group_id，防止在自动保存时被误改
-
-            # A. 如果调用者明确传了 group_name，说明是“移动”或“初次保存到某组”
-            if group_name and group_name.strip() != "":
-                # 检查/创建 目标方案组
-                check_group_sql = "SELECT id FROM graph_style_groups WHERE group_name = %s LIMIT 1"
-                existing_group = mysql_client.execute_query(check_group_sql, (group_name,))
-
-                if existing_group:
-                    target_group_id = existing_group[0]['id']
-                else:
-                    create_group_sql = "INSERT INTO graph_style_groups (group_name, is_active, is_default) VALUES (%s, %s, %s)"
-                    mysql_client.execute_update(create_group_sql, (group_name, False, False))
-                    target_group_id = mysql_client.execute_query("SELECT LAST_INSERT_ID() as last_id")[0]['last_id']
-
-                # 执行带分组更新的 SQL
-                sql = """
-                    UPDATE graph_configs 
-                    SET canvas_name = %s, current_label = %s, config_json = %s, group_id = %s 
-                    WHERE id = %s
-                """
-                affected_rows = mysql_client.execute_update(sql, (canvas_name, current_label, config_json, target_group_id, config_id))
+        config_json_str = json.dumps(styles_dict, ensure_ascii=False)
+
+        try:
+            # --- 步骤 1：查询当前数据库状态 ---
+            curr_sql = "SELECT group_id, canvas_name, current_label, config_json FROM graph_configs WHERE id = %s"
+            current_data = mysql_client.execute_query(curr_sql, (config_id,))
+
+            if not current_data:
+                logger.warning(f"更新失败：找不到 ID 为 {config_id} 的配置")
+                return False
+
+            curr_row = current_data[0]
+            old_group_id = int(curr_row['group_id'])
+
+            # --- 步骤 2：确定目标组 ID (调整优先级) ---
+            # 优先级 1: 只要传了 target_group_id，就说明是移动操作，优先级最高
+            if target_group_id is not None:
+                final_group_id = int(target_group_id)
+                logger.info(f"【移动模式】配置 {config_id}: 强制设定目标组 ID 为 {final_group_id}")
+
+            # 优先级 2: 自动保存模式下，锁定 group_id 不允许变动
+            elif is_auto_save:
+                final_group_id = old_group_id
+                logger.debug(f"【自保模式】配置 {config_id}: 锁定原组 ID {final_group_id}")
+
+            # 优先级 3: 传了 group_name 但没传 target_group_id (旧版移动逻辑)
+            elif group_name:
+                final_group_id = GraphStyleService._get_or_create_group(group_name)
+                logger.info(f"【名称模式】配置 {config_id}: 根据名称 [{group_name}] 获得 ID {final_group_id}")
+
+            # 兜底：保持不变
             else:
-                # B. 如果没有传 group_name，说明是“实时自动保存”，严禁修改 group_id
-                # 这样即使前端变量乱了，数据库的分组也不会变
-                sql = """
+                final_group_id = old_group_id
+
+            # --- 步骤 3：差异比对 ---
+            # 增加对数据一致性的判定
+            has_changed = (
+                    int(final_group_id) != old_group_id or
+                    canvas_name != curr_row['canvas_name'] or
+                    current_label != curr_row['current_label'] or
+                    config_json_str != curr_row['config_json']
+            )
+
+            if not has_changed:
+                logger.info(
+                    f"配置 {config_id} 内容无变化 (最终目标ID:{final_group_id}, 原ID:{old_group_id})，跳过数据库更新")
+                return True
+
+            # --- 步骤 4：执行更新 ---
+            sql = """
                     UPDATE graph_configs 
-                    SET canvas_name = %s, current_label = %s, config_json = %s 
+                    SET group_id = %s, canvas_name = %s, current_label = %s, config_json = %s 
                     WHERE id = %s
                 """
-                affected_rows = mysql_client.execute_update(sql, (canvas_name, current_label, config_json, config_id))
-        else:
-            # --- 新建逻辑 ---
-            # 新建时必须有组名，默认“默认方案”
-            if not group_name or group_name.strip() == "":
-                group_name = "默认方案"
-
-            check_group_sql = "SELECT id FROM graph_style_groups WHERE group_name = %s LIMIT 1"
-            existing_group = mysql_client.execute_query(check_group_sql, (group_name,))
-            if existing_group:
-                target_group_id = existing_group[0]['id']
-            else:
-                create_group_sql = "INSERT INTO graph_style_groups (group_name, is_active, is_default) VALUES (%s, %s, %s)"
-                mysql_client.execute_update(create_group_sql, (group_name, False, False))
-                target_group_id = mysql_client.execute_query("SELECT LAST_INSERT_ID() as last_id")[0]['last_id']
+            params = (final_group_id, canvas_name, current_label, config_json_str, config_id)
 
-            sql = """
-                INSERT INTO graph_configs (canvas_name, current_label, config_json, group_id)
-                VALUES (%s, %s, %s, %s)
-            """
-            affected_rows = mysql_client.execute_update(sql, (canvas_name, current_label, config_json, target_group_id))
+            affected_rows = mysql_client.execute_update(sql, params)
 
-        return affected_rows > 0
+            if affected_rows > 0:
+                logger.info(f"更新成功，ID: {config_id}, 归属组已变更为: {final_group_id}")
+                return True
+            else:
+                logger.error(f"数据库更新执行成功但受影响行数为 0，ID: {config_id}")
+                return False
+
+        except Exception as e:
+            logger.error(f"Service 层更新异常: {str(e)}", exc_info=True)
+            return False
 
     @staticmethod
     def get_grouped_configs() -> list:
-        """
-        获取嵌套结构的方案列表，按默认/激活状态排序
-        """
-        groups_sql = """
-            SELECT id, group_name, is_active, is_default 
-            FROM graph_style_groups 
-            ORDER BY is_default DESC, id ASC
-        """
+        """获取嵌套结构的方案列表"""
+        groups_sql = "SELECT id, group_name, is_active, is_default FROM graph_style_groups ORDER BY is_default DESC, id ASC"
         groups = mysql_client.execute_query(groups_sql) or []
 
         configs_sql = "SELECT id, group_id, canvas_name, current_label, config_json, create_time FROM graph_configs"
         configs = mysql_client.execute_query(configs_sql) or []
 
+        # 格式化配置数据
         for conf in configs:
-            if conf.get('config_json'):
-                try:
-                    conf['styles'] = json.loads(conf['config_json'])
-                except:
-                    conf['styles'] = {}
+            conf['styles'] = json.loads(conf['config_json']) if conf.get('config_json') else {}
+            # 保持 key 简洁
+            if 'config_json' in conf:
                 del conf['config_json']
-
             if conf.get('create_time') and not isinstance(conf['create_time'], str):
                 conf['create_time'] = conf['create_time'].strftime('%Y-%m-%d %H:%M:%S')
 
-        result = []
+        # 组装嵌套结构
         for g in groups:
             g['is_active'] = bool(g['is_active'])
             g['is_default'] = bool(g['is_default'])
-            g_children = [c for c in configs if c['group_id'] == g['id']]
-            g['configs'] = g_children
+            g['configs'] = [c for c in configs if c['group_id'] == g['id']]
             g['expanded'] = g['is_active']
-            result.append(g)
-
-        return result
+        return groups
 
     @staticmethod
     def get_active_configs() -> list:
@@ -154,84 +195,70 @@ class GraphStyleService:
         return [group]  # 返回单元素列表，保持接口兼容性
     @staticmethod
     def apply_group_all(group_id: int) -> bool:
-        """应用全案：设置激活状态"""
+        """切换当前激活的方案组"""
         try:
-            reset_sql = "UPDATE graph_style_groups SET is_active = %s"
-            mysql_client.execute_update(reset_sql, (False,))
-            apply_sql = "UPDATE graph_style_groups SET is_active = %s WHERE id = %s"
-            affected_rows = mysql_client.execute_update(apply_sql, (True, group_id))
+            # 重置所有组的激活状态
+            mysql_client.execute_update("UPDATE graph_style_groups SET is_active = %s", (False,))
+            # 激活目标组
+            affected_rows = mysql_client.execute_update(
+                "UPDATE graph_style_groups SET is_active = %s WHERE id = %s",
+                (True, group_id)
+            )
             return affected_rows > 0
         except Exception as e:
-            print(f"Apply group error: {e}")
+            logger.error(f"应用全案异常: {str(e)}")
             return False
 
     @staticmethod
     def set_default_group(group_id: int) -> bool:
-        """设为系统初始默认方案"""
+        """设为默认方案组"""
         try:
-            reset_sql = "UPDATE graph_style_groups SET is_default = %s"
-            mysql_client.execute_update(reset_sql, (False,))
-            set_sql = "UPDATE graph_style_groups SET is_default = %s WHERE id = %s"
-            affected_rows = mysql_client.execute_update(set_sql, (True, group_id))
+            mysql_client.execute_update("UPDATE graph_style_groups SET is_default = %s", (False,))
+            affected_rows = mysql_client.execute_update(
+                "UPDATE graph_style_groups SET is_default = %s WHERE id = %s",
+                (True, group_id)
+            )
             return affected_rows > 0
         except Exception as e:
-            print(f"Set default error: {e}")
+            logger.error(f"设置默认方案异常: {str(e)}")
             return False
 
     @staticmethod
-    def get_all_configs() -> list:
-        """获取扁平查询"""
-        sql = """
-            SELECT c.id, c.group_id, c.canvas_name, c.current_label, c.config_json, c.create_time, g.is_active
-            FROM graph_configs c
-            LEFT JOIN graph_style_groups g ON c.group_id = g.id
-            ORDER BY c.create_time DESC
-        """
-        rows = mysql_client.execute_query(sql)
-        if not rows: return []
-
-        for row in rows:
-            if row.get('config_json'):
-                try:
-                    row['styles'] = json.loads(row['config_json'])
-                except:
-                    row['styles'] = {}
-                del row['config_json']
-            if row.get('create_time') and not isinstance(row['create_time'], str):
-                row['create_time'] = row['create_time'].strftime('%Y-%m-%d %H:%M:%S')
-            row['is_active'] = bool(row.get('is_active', False))
-        return rows
-
-    @staticmethod
     def delete_group(group_id: int) -> bool:
-        """级联删除"""
-        del_configs_sql = "DELETE FROM graph_configs WHERE group_id = %s"
-        mysql_client.execute_update(del_configs_sql, (group_id,))
-        del_group_sql = "DELETE FROM graph_style_groups WHERE id = %s"
-        affected_rows = mysql_client.execute_update(del_group_sql, (group_id,))
-        return affected_rows > 0
+        """级联删除组及其下的所有配置"""
+        try:
+            # 先删配置，再删组（如果没设外键级联）
+            mysql_client.execute_update("DELETE FROM graph_configs WHERE group_id = %s", (group_id,))
+            affected_rows = mysql_client.execute_update("DELETE FROM graph_style_groups WHERE id = %s", (group_id,))
+            return affected_rows > 0
+        except Exception as e:
+            logger.error(f"删除方案组异常: {str(e)}")
+            return False
 
     @staticmethod
     def delete_config(config_id: int) -> bool:
-        """删除配置"""
-        sql = "DELETE FROM graph_configs WHERE id = %s"
-        affected_rows = mysql_client.execute_update(sql, (config_id,))
-        return affected_rows > 0
+        """删除单个配置"""
+        try:
+            affected_rows = mysql_client.execute_update("DELETE FROM graph_configs WHERE id = %s", (config_id,))
+            return affected_rows > 0
+        except Exception as e:
+            logger.error(f"删除配置异常: {str(e)}")
+            return False
 
     @staticmethod
     def batch_delete_configs(config_ids: list) -> int:
         """批量删除"""
         if not config_ids: return 0
         try:
-            clean_ids = [int(cid) for cid in config_ids if str(cid).isdigit()]
-        except: return 0
-        if not clean_ids: return 0
-        placeholders = ', '.join(['%s'] * len(clean_ids))
-        sql = f"DELETE FROM graph_configs WHERE id IN ({placeholders})"
-        return mysql_client.execute_update(sql, tuple(clean_ids))
+            placeholders = ', '.join(['%s'] * len(config_ids))
+            sql = f"DELETE FROM graph_configs WHERE id IN ({placeholders})"
+            return mysql_client.execute_update(sql, tuple(config_ids))
+        except Exception as e:
+            logger.error(f"批量删除异常: {str(e)}")
+            return 0
 
     @staticmethod
     def get_group_list() -> list:
-        """获取方案列表"""
+        """简单的方案名称列表"""
         sql = "SELECT id, group_name, is_active, is_default FROM graph_style_groups ORDER BY is_default DESC, id DESC"
         return mysql_client.execute_query(sql) or []

service/OperationService.py

@@ -11,6 +11,96 @@ class OperationService:
     def __init__(self):
         self.db = neo4j_client
 
+    # --- 0. 内部辅助工具：格式标准化 ---
+    def _format_node_data(self, node):
+        """
+        统一转换前端传来的平铺或嵌套 JSON 格式。
+        输出标准结构: { "labels": [...], "properties": {...} }
+        """
+        # 1. 提取并标准化 labels
+        raw_labels = node.get("labels") or node.get("label")
+        if isinstance(raw_labels, str):
+            labels = [raw_labels]
+        elif isinstance(raw_labels, list):
+            labels = raw_labels
+        else:
+            labels = []
+
+        # 2. 提取并标准化 properties
+        if "properties" in node and isinstance(node["properties"], dict):
+            # 嵌套格式：直接取属性字典
+            props = node["properties"]
+        else:
+            # 平铺格式：打包除特殊键外的所有键值对
+            props = {
+                k: v for k, v in node.items()
+                if k not in ["label", "labels", "identity", "elementId"]
+            }
+
+        return {"labels": labels, "properties": props}
+
+    def _normalize_rel_data(self, item):
+        """
+        参考节点导入的逻辑，统一转换关系数据。
+        支持：标准嵌套 JSON、平铺 JSON、以及带有 properties 包装的格式。
+        """
+        def clean_str(val):
+            return str(val).strip() if val is not None else None
+
+        # 1. 尝试识别标准嵌套结构 (start/end 对象)
+        if isinstance(item.get("start"), dict) and isinstance(item.get("end"), dict):
+            s_node = item["start"]
+            e_node = item["end"]
+
+            # 使用获取属性的通用逻辑 ( properties 优先 )
+            s_props = s_node.get("properties") if isinstance(s_node.get("properties"), dict) else s_node
+            e_props = e_node.get("properties") if isinstance(e_node.get("properties"), dict) else e_node
+
+            # 提取标签 (取第一个标签用于精确匹配)
+            s_label = s_node.get("labels", [""])[0] if s_node.get("labels") else ""
+            e_label = e_node.get("labels", [""])[0] if e_node.get("labels") else ""
+
+            # 获取关系信息
+            rel_obj = {}
+            if item.get("segments") and len(item["segments"]) > 0:
+                rel_obj = item["segments"][0].get("relationship", {})
+            else:
+                rel_obj = item.get("relationship", {})
+
+            r_props = rel_obj.get("properties") if isinstance(rel_obj.get("properties"), dict) else rel_obj
+
+            return {
+                "source_name": clean_str(s_props.get("name")),
+                "source_label": s_label,
+                "target_name": clean_str(e_props.get("name")),
+                "target_label": e_label,
+                "rel_type": clean_str(rel_obj.get("type")),
+                "rel_label": clean_str(r_props.get("label") or r_props.get("name") or "")
+            }
+
+        # 2. 扁平格式适配
+        alias_map = {
+            "source": ["source_name", "source", "start_name", "起点"],
+            "target": ["target_name", "target", "end_name", "终点"],
+            "type": ["rel_type", "type", "relationship"],
+            "label": ["rel_label", "label", "关系标签"]
+        }
+
+        def find_value(keys):
+            for k in keys:
+                val = item.get(k)
+                if val and not isinstance(val, dict): return val
+            return None
+
+        return {
+            "source_name": clean_str(find_value(alias_map["source"])),
+            "source_label": clean_str(item.get("source_label") or ""),
+            "target_name": clean_str(find_value(alias_map["target"])),
+            "target_label": clean_str(item.get("target_label") or ""),
+            "rel_type": clean_str(find_value(alias_map["type"])),
+            "rel_label": clean_str(find_value(alias_map["label"])) or ""
+        }
+
     # --- 0. 数据修复工具 ---
     def fix_all_missing_node_ids(self):
         try:
@@ -392,86 +482,417 @@ class OperationService:
             return {"success": False, "msg": f"删除失败: {str(e)}"}
 
     # --- 7. 导出功能  ---
-    def export_nodes_to_json(self, label=None, name=None):
-        """
-        按照条件导出节点，确保包含 identity, elementId, labels, properties 等所有原始字段
-        """
+    def export_nodes_to_json(self, label=None, name=None):  # 删除了参数中的 limit=20
         try:
             conditions = []
             params = {}
 
-            # 构建过滤条件（复用查询逻辑，但去掉分页）
-            if name:
+            if name and str(name).strip() and name not in ["null", "undefined"]:
                 params["name"] = unquote(str(name)).strip()
                 conditions.append("n.name CONTAINS $name")
 
-            lb_clause = ""
-            if label and label not in ["全部", ""]:
-                # 为了保证原生对象的完整性，这里直接 MATCH 标签
-                lb_clause = f":`{label}`"
+            if label and str(label).strip() and label not in ["全部", "", "null", "undefined"]:
+                params["export_label"] = str(label).strip()
+                label_cypher = f":`{label}`"
+            else:
+                label_cypher = ""
 
             where_clause = "WHERE " + " AND ".join(conditions) if conditions else ""
 
-            # 注意：这里 RETURN n，返回的是整个节点对象
-            cypher = f"MATCH (n{lb_clause}) {where_clause} RETURN n"
-
-            raw_data = self.db.execute_read(cypher, params)
+            # 彻底移除 limit_clause
+            cypher = f"""
+            MATCH (n{label_cypher}) 
+            {where_clause} 
+            RETURN elementId(n) AS elementId, 
+                   labels(n) AS labels, 
+                   properties(n) AS properties
+            """
 
             export_items = []
-            for row in raw_data:
-                node = row['n']
-                # 核心逻辑：提取 Neo4j 节点对象的所有原生属性
-                node_data = {
-                    "identity": node.id, # 对应你截图中的 identity (旧版 ID)
-                    "elementId": node.element_id, # 对应你截图中的 elementId (新版 ID)
-                    "labels": list(node.labels),
-                    "properties": dict(node.items())
-                }
-                export_items.append(node_data)
+            with self.db.driver.session() as session:
+                result = session.run(cypher, params)
+                for index, row in enumerate(result):
+                    export_items.append({
+                        "identity": index,
+                        "elementId": row.get("elementId"),
+                        "labels": row.get("labels"),
+                        "properties": row.get("properties")
+                    })
 
-            return {"success": True, "data": export_items}
+            return {"success": True, "data": export_items, "count": len(export_items)}
         except Exception as e:
             traceback.print_exc()
             return {"success": False, "msg": f"导出节点失败: {str(e)}"}
 
-    def export_relationships_to_json(self, source=None, target=None, rel_type=None):
-        """
-        按照条件导出关系，确保包含起始/结束节点信息及完整属性
-        """
+    def export_relationships_to_json(self, source=None, target=None, rel_type=None):  # 删除了参数中的 limit=20
         try:
             conditions = []
             params = {}
+
             if source:
                 params["source"] = unquote(str(source)).strip()
                 conditions.append("a.name CONTAINS $source")
             if target:
                 params["target"] = unquote(str(target)).strip()
                 conditions.append("b.name CONTAINS $target")
-            if rel_type and rel_type not in ["全部", ""]:
-                conditions.append(f"type(r) = $rel_type")
-                params["rel_type"] = rel_type
+            if rel_type and str(rel_type).strip() and rel_type not in ["全部", "", "null", "undefined"]:
+                params["rel_type"] = str(rel_type).strip()
+                conditions.append("type(r) = $rel_type")
 
             where_clause = "WHERE " + " AND ".join(conditions) if conditions else ""
 
-            # 返回关系对象 r 以及起止节点的 elementId 以便追溯
-            cypher = f"MATCH (a)-[r]->(b) {where_clause} RETURN r, elementId(a) as startNode, elementId(b) as endNode"
-
-            raw_data = self.db.execute_read(cypher, params)
+            # 彻底移除 limit_clause
+            cypher = f"""
+        MATCH (a)-[r]->(b) 
+        {where_clause} 
+        RETURN 
+            {{
+                elementId: elementId(a),
+                labels: labels(a),
+                properties: properties(a)
+            }} AS start_node,
+            {{
+                elementId: elementId(b),
+                labels: labels(b),
+                properties: properties(b)
+            }} AS end_node,
+            {{
+                type: type(r),
+                properties: properties(r),
+                elementId: elementId(r),
+                startNodeElementId: elementId(a),
+                endNodeElementId: elementId(b)
+            }} AS rel_info
+        """
 
             export_items = []
-            for row in raw_data:
-                rel = row['r']
-                rel_data = {
-                    "identity": rel.id,
-                    "elementId": rel.element_id,
-                    "type": rel.type,
-                    "startNodeElementId": row['startNode'],
-                    "endNodeElementId": row['endNode'],
-                    "properties": dict(rel.items())
-                }
-                export_items.append(rel_data)
+            with self.db.driver.session() as session:
+                result = session.run(cypher, params)
+                for index, record in enumerate(result):
+                    s = record["start_node"]
+                    e = record["end_node"]
+                    r = record["rel_info"]
+
+                    node_id_base = index * 2
+                    s["identity"] = node_id_base
+                    e["identity"] = node_id_base + 1
+
+                    r["identity"] = index
+                    r["start"] = s["identity"]
+                    r["end"] = e["identity"]
+
+                    export_items.append({
+                        "start": s,
+                        "end": e,
+                        "segments": [{"start": s, "relationship": r, "end": e}],
+                        "length": 1.0
+                    })
 
-            return {"success": True, "data": export_items}
+            return {"success": True, "data": export_items, "count": len(export_items)}
         except Exception as e:
             traceback.print_exc()
             return {"success": False, "msg": f"导出关系失败: {str(e)}"}
+
+    # --- 8. 节点导入核心功能  ---
+    def precheck_nodes_batch(self, nodes_batch):
+        """
+        全量预检：针对一批数据，检查格式无效性、nodeId冲突、name+label冲突
+        """
+        conflicts = []
+        invalid_data = []
+        valid_nodes = []
+
+        # 1. 内存清洗：先转换格式，再严格校验“三要素”
+        for index, raw_node in enumerate(nodes_batch):
+            # 格式标准化 (处理平铺/嵌套)
+            node = self._format_node_data(raw_node)
+            props = node["properties"]
+
+            name = props.get("name")
+            labels = node["labels"]
+            node_id = props.get("nodeId")  # 关键：获取 nodeId
+
+            # 严格判定逻辑：name、labels、nodeId 缺一不可
+            if not name or not labels or node_id is None:
+                reasons = []
+                if not name: reasons.append("缺少 name")
+                if not labels: reasons.append("缺少 label")
+                if node_id is None: reasons.append("缺少 nodeId")
+
+                invalid_data.append({
+                    "index": index,
+                    "name": name or "未知",
+                    "reason": " | ".join(reasons)
+                })
+                continue
+
+            valid_nodes.append(node)
+
+        if not valid_nodes:
+            return {"success": True, "conflicts": conflicts, "invalid": invalid_data}
+
+        # 2. 批量数据库比对 (查询潜在冲突)
+        all_node_ids = [n["properties"]["nodeId"] for n in valid_nodes]
+        all_names = [n["properties"]["name"] for n in valid_nodes]
+
+        # 查询 nodeId 冲突
+        db_id_map = {}
+        if all_node_ids:
+            id_results = self.db.execute_read(
+                "MATCH (n) WHERE n.nodeId IN $ids RETURN n.nodeId as nodeId, n.name as name", {"ids": all_node_ids})
+            db_id_map = {row["nodeId"]: row for row in id_results}
+
+        # 查询 name+label 冲突
+        db_name_set = set()
+        if all_names:
+            name_results = self.db.execute_read(
+                "MATCH (n) WHERE n.name IN $names RETURN n.name as name, labels(n) as labels", {"names": all_names})
+            db_name_set = {f"{row['name']}_{lbl}" for row in name_results for lbl in row['labels']}
+
+        # 3. 组装冲突报告
+        for node in valid_nodes:
+            p = node["properties"]
+            n_id, name, labels = p["nodeId"], p["name"], node["labels"]
+
+            # 优先级 1: nodeId 冲突
+            if n_id in db_id_map:
+                conflicts.append({
+                    "name": name, "label": labels[0], "nodeId": n_id,
+                    "reason": f"业务ID冲突: 已存在 nodeId={n_id}",
+                    "type": "nodeId_duplicate"
+                })
+                continue
+
+            # 优先级 2: name + label 冲突
+            for lbl in labels:
+                if f"{name}_{lbl}" in db_name_set:
+                    conflicts.append({
+                        "name": name, "label": lbl, "nodeId": n_id,
+                        "reason": f"逻辑主键冲突: {lbl} 下已存在名称 '{name}'",
+                        "type": "logic_key_duplicate"
+                    })
+                    break
+
+        return {
+            "success": True,
+            "conflicts": conflicts,
+            "invalid": invalid_data,
+            "summary": {"total": len(nodes_batch), "valid": len(valid_nodes), "conflict": len(conflicts)}
+        }
+
+    def execute_node_import_batch(self, nodes_batch, mode="skip"):
+        try:
+            formatted_batch = [self._format_node_data(n) for n in nodes_batch]
+            # 获取当前时间的标准字符串格式，确保与手动添加的节点一致
+            current_time_str = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+
+            if mode == "strict":
+                check = self.precheck_nodes_batch(nodes_batch)
+                if check.get("conflicts"):
+                    return {"success": False, "msg": "严格模式下发现冲突，停止导入", "conflicts": check["conflicts"]}
+
+            label_groups = {}
+            for node in formatted_batch:
+                lbls = node.get("labels")
+                if not lbls or len(lbls) == 0: continue
+                lbl = lbls[0]
+                if lbl not in label_groups: label_groups[lbl] = []
+                props = node.get("properties")
+                if props and props.get("name"):
+                    label_groups[lbl].append(props)
+
+            total_imported = 0
+            with self.db.driver.session() as session:
+                for lbl, batch_props in label_groups.items():
+                    if not batch_props: continue
+
+                    # 关键修改：将 datetime() 替换为传入的 $now 字符串
+                    if mode == "update":
+                        cypher = f"""
+                        UNWIND $batch AS props
+                        MERGE (n:`{lbl}` {{name: props.name}})
+                        ON CREATE SET n = props, n.createTime = $now
+                        ON MATCH SET n += props, n.updateTime = $now
+                        RETURN count(n) as cnt
+                        """
+                    elif mode == "skip":
+                        cypher = f"""
+                        UNWIND $batch AS props
+                        MERGE (n:`{lbl}` {{name: props.name}})
+                        ON CREATE SET n = props, n.createTime = $now
+                        RETURN count(n) as cnt
+                        """
+                    else:
+                        cypher = f"""
+                        UNWIND $batch AS props
+                        CREATE (n:`{lbl}`)
+                        SET n = props, n.createTime = $now
+                        RETURN count(n) as cnt
+                        """
+
+                    res = session.run(cypher, {"batch": batch_props, "now": current_time_str})
+                    record = res.single()
+                    if record: total_imported += record["cnt"]
+
+            return {"success": True, "msg": f"成功处理 {total_imported} 个节点", "count": total_imported}
+        except Exception as e:
+            traceback.print_exc()
+            return {"success": False, "msg": f"批次导入异常: {str(e)}"}
+
+    def precheck_rels_batch(self, rels_batch):
+        """
+        关系导入预检 - 修复版
+        """
+        conflicts = []  # 关系已存在
+        invalid = []  # 节点不存在或格式错误
+        # 注意：这里不再使用 valid_to_check 这种模糊中间变量
+
+        # 统计真正可以执行导入的数量
+        actual_valid_count = 0
+
+        for raw_item in rels_batch:
+            item = self._normalize_rel_data(raw_item)
+
+            # 1. 基础格式校验
+            if not item["source_name"] or not item["target_name"] or not item["rel_type"]:
+                invalid.append({
+                    "source": item.get("source_name") or "未知",
+                    "target": item.get("target_name") or "未知",
+                    "reason": "格式错误：缺少必要字段"
+                })
+                continue
+
+            # 2. 数据库存在性校验
+            cypher = f"""
+            OPTIONAL MATCH (s {{name: $s_name}})
+            OPTIONAL MATCH (t {{name: $t_name}})
+            OPTIONAL MATCH (s)-[r:`{item['rel_type']}`]->(t)
+            RETURN s IS NOT NULL as hasS, t IS NOT NULL as hasT, r IS NOT NULL as hasR
+            """
+            res = self.db.execute_read(cypher, {"s_name": item["source_name"], "t_name": item["target_name"]})
+
+            if not res:
+                continue
+            rec = res[0]
+
+            if not rec["hasS"] or not rec["hasT"]:
+                # 关键修复：节点不存在，属于 invalid
+                invalid.append({
+                    "source": item["source_name"],
+                    "target": item["target_name"],
+                    "reason": f"节点不存在(起点:{'√' if rec['hasS'] else '×'}, 终点:{'√' if rec['hasT'] else '×'})"
+                })
+            elif rec["hasR"]:
+                # 关系已存在，属于冲突
+                conflicts.append({
+                    "source": item["source_name"],
+                    "target": item["target_name"],
+                    "type": item["rel_type"],
+                    "reason": "关系已存在"
+                })
+            else:
+                # 只有走到这里，才是真正的有效数据
+                actual_valid_count += 1
+
+        return {
+            "success": True,
+            "conflicts": conflicts,
+            "invalid": invalid,
+            "summary": {
+                "total": len(rels_batch),
+                "valid": actual_valid_count,  # 真正能导进去的数量
+                "conflict": len(conflicts),
+                "invalid": len(invalid)
+            }
+        }
+
+    def execute_rel_import_batch(self, rels_batch, mode="skip"):
+        """
+        执行导入：加入 Label 辅助匹配，确保 ElementId 100% 捕获
+        """
+        try:
+            now = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+            final_results = []
+
+            with self.db.driver.session() as session:
+                for raw_item in rels_batch:
+                    item = self._normalize_rel_data(raw_item)
+
+                    # 基础检查：没有起点或终点名称直接跳过
+                    if not item["source_name"] or not item["target_name"] or not item["rel_type"]:
+                        continue
+
+                    # 动态构建 Cypher：如果有 Label 则带上 Label，匹配更精准
+                    s_label_cypher = f":`{item['source_label']}`" if item['source_label'] else ""
+                    t_label_cypher = f":`{item['target_label']}`" if item['target_label'] else ""
+
+                    op = "ON MATCH SET r.label = $label" if mode == "update" else ""
+
+                    cypher = f"""
+                    MATCH (s{s_label_cypher} {{name: $s_name}})
+                    MATCH (t{t_label_cypher} {{name: $t_name}})
+                    MERGE (s)-[r:`{item['rel_type']}`]->(t)
+                    ON CREATE SET r.label = $label, r.createTime = $now
+                    {op}
+                    RETURN s, t, r, 
+                           id(s) as s_id, id(t) as t_id, id(r) as r_id,
+                           elementId(s) as s_eid, elementId(t) as t_eid, elementId(r) as r_eid
+                    """
+
+                    res = session.run(cypher, {
+                        "s_name": item["source_name"],
+                        "t_name": item["target_name"],
+                        "label": item["rel_label"],
+                        "now": now
+                    })
+
+                    record = res.single()
+                    if record:
+                        s_node, t_node, r_rel = record["s"], record["t"], record["r"]
+
+                        # 严格按照你要求的“理想格式”拼装
+                        graph_item = {
+                            "start": {
+                                "identity": record["s_id"],
+                                "labels": list(s_node.labels),
+                                "properties": dict(s_node),
+                                "elementId": str(record["s_eid"])
+                            },
+                            "end": {
+                                "identity": record["t_id"],
+                                "labels": list(t_node.labels),
+                                "properties": dict(t_node),
+                                "elementId": str(record["t_eid"])
+                            },
+                            "segments": [{
+                                "start": {
+                                    "identity": record["s_id"],
+                                    "labels": list(s_node.labels),
+                                    "properties": dict(s_node),
+                                    "elementId": str(record["s_eid"])
+                                },
+                                "relationship": {
+                                    "identity": record["r_id"],
+                                    "start": record["s_id"],
+                                    "end": record["t_id"],
+                                    "type": r_rel.type,
+                                    "properties": dict(r_rel),
+                                    "elementId": str(record["r_eid"]),
+                                    "startNodeElementId": str(record["s_eid"]),
+                                    "endNodeElementId": str(record["t_eid"])
+                                },
+                                "end": {
+                                    "identity": record["identity"] if "identity" in t_node else record["t_id"], # 备选方案
+                                    "labels": list(t_node.labels),
+                                    "properties": dict(t_node),
+                                    "elementId": str(record["t_eid"])
+                                }
+                            }],
+                            "length": 1.0
+                        }
+                        final_results.append(graph_item)
+
+            return {"success": True, "data": final_results, "count": len(final_results)}
+        except Exception as e:
+            traceback.print_exc()
+            return {"success": False, "msg": f"导入执行失败: {str(e)}"}

util/auth_interceptor.py

@@ -10,6 +10,7 @@ PUBLIC_PATHS = [
     '/api/register',
     '/api/checkUsername',
     '/resource',
+    '/api/kg/export',
 
 ]
 

vue/package-lock.json

@@ -8,8 +8,10 @@
       "name": "vue3demo",
       "version": "0.1.0",
       "dependencies": {
+        "@antv/g-svg": "^2.1.1",
         "@antv/g6": "^5.0.50",
         "axios": "^1.13.2",
+        "canvas2svg": "^1.0.16",
         "core-js": "^3.8.3",
         "element-plus": "^2.13.0",
         "entities": "^4.5.0",
@@ -272,6 +274,48 @@
         "tslib": "^2.5.3"
       }
     },
+    "node_modules/@antv/g-svg": {
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/@antv/g-svg/-/g-svg-2.1.1.tgz",
+      "integrity": "sha512-gVzBkjqA8FzDTbkuIxj6L0Omz/X/hFbYLzK6alWr0sHTfywqP6czcjDUJU8DF2MRIY1Twy55uZYW4dqqLXOXXg==",
+      "dependencies": {
+        "@antv/g-lite": "2.7.0",
+        "@antv/util": "^3.3.5",
+        "@babel/runtime": "^7.25.6",
+        "gl-matrix": "^3.4.3",
+        "tslib": "^2.5.3"
+      }
+    },
+    "node_modules/@antv/g-svg/node_modules/@antv/g-lite": {
+      "version": "2.7.0",
+      "resolved": "https://registry.npmjs.org/@antv/g-lite/-/g-lite-2.7.0.tgz",
+      "integrity": "sha512-uSzgHYa5bwR5L2Au7/5tsOhFmXKZKLPBH90+Q9bP9teVs5VT4kOAi0isPSpDI8uhdDC2/VrfTWu5K9HhWI6FWw==",
+      "dependencies": {
+        "@antv/g-math": "3.1.0",
+        "@antv/util": "^3.3.5",
+        "@antv/vendor": "^1.0.3",
+        "@babel/runtime": "^7.25.6",
+        "eventemitter3": "^5.0.1",
+        "gl-matrix": "^3.4.3",
+        "tslib": "^2.5.3"
+      }
+    },
+    "node_modules/@antv/g-svg/node_modules/@antv/g-math": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/@antv/g-math/-/g-math-3.1.0.tgz",
+      "integrity": "sha512-DtN1Gj/yI0UiK18nSBsZX8RK0LszGwqfb+cBYWgE+ddyTm8dZnW4tPUhV7QXePsS6/A5hHC+JFpAAK7OEGo5ZQ==",
+      "dependencies": {
+        "@antv/util": "^3.3.5",
+        "@babel/runtime": "^7.25.6",
+        "gl-matrix": "^3.4.3",
+        "tslib": "^2.5.3"
+      }
+    },
+    "node_modules/@antv/g-svg/node_modules/eventemitter3": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/eventemitter3/-/eventemitter3-5.0.1.tgz",
+      "integrity": "sha512-GWkBvjiSZK87ELrYOSESUYeVIc9mvLLf/nXalMOS5dYrgZq9o5OVkbZAVM06CVxYsCwH9BDZFPlQTlPA1j4ahA=="
+    },
     "node_modules/@antv/g-web-animations-api": {
       "version": "2.1.28",
       "resolved": "https://registry.npmjs.org/@antv/g-web-animations-api/-/g-web-animations-api-2.1.28.tgz",
@@ -3834,6 +3878,17 @@
         "source-map-js": "^1.2.1"
       }
     },
+    "node_modules/@vue/compiler-core/node_modules/entities": {
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/entities/-/entities-7.0.0.tgz",
+      "integrity": "sha512-FDWG5cmEYf2Z00IkYRhbFrwIwvdFKH07uV8dvNy0omp/Qb1xcyCWp2UDtcwJF4QZZvk0sLudP6/hAu42TaqVhQ==",
+      "engines": {
+        "node": ">=0.12"
+      },
+      "funding": {
+        "url": "https://github.com/fb55/entities?sponsor=1"
+      }
+    },
     "node_modules/@vue/compiler-dom": {
       "version": "3.5.26",
       "resolved": "https://registry.npmjs.org/@vue/compiler-dom/-/compiler-dom-3.5.26.tgz",
@@ -5159,6 +5214,11 @@
         }
       ]
     },
+    "node_modules/canvas2svg": {
+      "version": "1.0.16",
+      "resolved": "https://registry.npmjs.org/canvas2svg/-/canvas2svg-1.0.16.tgz",
+      "integrity": "sha512-r3ryHprzDOtAsFuczw+/DKkLR3XexwIlJWnJ+71I9QF7V9scYaV5JZgYDoCUlYtT3ARnOpDcm/hDNZYbWMRHqA=="
+    },
     "node_modules/case-sensitive-paths-webpack-plugin": {
       "version": "2.4.0",
       "resolved": "https://registry.npmmirror.com/case-sensitive-paths-webpack-plugin/-/case-sensitive-paths-webpack-plugin-2.4.0.tgz",
@@ -6833,9 +6893,9 @@
       }
     },
     "node_modules/entities": {
-      "version": "7.0.0",
-      "resolved": "https://registry.npmjs.org/entities/-/entities-7.0.0.tgz",
-      "integrity": "sha512-FDWG5cmEYf2Z00IkYRhbFrwIwvdFKH07uV8dvNy0omp/Qb1xcyCWp2UDtcwJF4QZZvk0sLudP6/hAu42TaqVhQ==",
+      "version": "4.5.0",
+      "resolved": "https://registry.npmjs.org/entities/-/entities-4.5.0.tgz",
+      "integrity": "sha512-V0hjH4dGPh9Ao5p0MoRY6BVqtwCjhz6vI5LT8AJ55H+4g9/4vbHx1I54fS0XuclLhDHArPQCiMjDxjaL8fPxhw==",
       "engines": {
         "node": ">=0.12"
       },
@@ -7959,6 +8019,14 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/fuse.js": {
+      "version": "7.1.0",
+      "resolved": "https://registry.npmjs.org/fuse.js/-/fuse.js-7.1.0.tgz",
+      "integrity": "sha512-trLf4SzuuUxfusZADLINj+dE8clK1frKdmqiJNb1Es75fmI5oY6X2mxLVUciLLjxqw/xr72Dhy+lER6dGd02FQ==",
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/gensync": {
       "version": "1.0.0-beta.2",
       "resolved": "https://registry.npmmirror.com/gensync/-/gensync-1.0.0-beta.2.tgz",
@@ -13576,6 +13644,50 @@
         "tslib": "^2.5.3"
       }
     },
+    "@antv/g-svg": {
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/@antv/g-svg/-/g-svg-2.1.1.tgz",
+      "integrity": "sha512-gVzBkjqA8FzDTbkuIxj6L0Omz/X/hFbYLzK6alWr0sHTfywqP6czcjDUJU8DF2MRIY1Twy55uZYW4dqqLXOXXg==",
+      "requires": {
+        "@antv/g-lite": "2.7.0",
+        "@antv/util": "^3.3.5",
+        "@babel/runtime": "^7.25.6",
+        "gl-matrix": "^3.4.3",
+        "tslib": "^2.5.3"
+      },
+      "dependencies": {
+        "@antv/g-lite": {
+          "version": "2.7.0",
+          "resolved": "https://registry.npmjs.org/@antv/g-lite/-/g-lite-2.7.0.tgz",
+          "integrity": "sha512-uSzgHYa5bwR5L2Au7/5tsOhFmXKZKLPBH90+Q9bP9teVs5VT4kOAi0isPSpDI8uhdDC2/VrfTWu5K9HhWI6FWw==",
+          "requires": {
+            "@antv/g-math": "3.1.0",
+            "@antv/util": "^3.3.5",
+            "@antv/vendor": "^1.0.3",
+            "@babel/runtime": "^7.25.6",
+            "eventemitter3": "^5.0.1",
+            "gl-matrix": "^3.4.3",
+            "tslib": "^2.5.3"
+          }
+        },
+        "@antv/g-math": {
+          "version": "3.1.0",
+          "resolved": "https://registry.npmjs.org/@antv/g-math/-/g-math-3.1.0.tgz",
+          "integrity": "sha512-DtN1Gj/yI0UiK18nSBsZX8RK0LszGwqfb+cBYWgE+ddyTm8dZnW4tPUhV7QXePsS6/A5hHC+JFpAAK7OEGo5ZQ==",
+          "requires": {
+            "@antv/util": "^3.3.5",
+            "@babel/runtime": "^7.25.6",
+            "gl-matrix": "^3.4.3",
+            "tslib": "^2.5.3"
+          }
+        },
+        "eventemitter3": {
+          "version": "5.0.1",
+          "resolved": "https://registry.npmjs.org/eventemitter3/-/eventemitter3-5.0.1.tgz",
+          "integrity": "sha512-GWkBvjiSZK87ELrYOSESUYeVIc9mvLLf/nXalMOS5dYrgZq9o5OVkbZAVM06CVxYsCwH9BDZFPlQTlPA1j4ahA=="
+        }
+      }
+    },
     "@antv/g-web-animations-api": {
       "version": "2.1.28",
       "resolved": "https://registry.npmjs.org/@antv/g-web-animations-api/-/g-web-animations-api-2.1.28.tgz",
@@ -16223,6 +16335,13 @@
         "entities": "^7.0.0",
         "estree-walker": "^2.0.2",
         "source-map-js": "^1.2.1"
+      },
+      "dependencies": {
+        "entities": {
+          "version": "7.0.0",
+          "resolved": "https://registry.npmjs.org/entities/-/entities-7.0.0.tgz",
+          "integrity": "sha512-FDWG5cmEYf2Z00IkYRhbFrwIwvdFKH07uV8dvNy0omp/Qb1xcyCWp2UDtcwJF4QZZvk0sLudP6/hAu42TaqVhQ=="
+        }
       }
     },
     "@vue/compiler-dom": {
@@ -17169,6 +17288,11 @@
       "resolved": "https://registry.npmmirror.com/caniuse-lite/-/caniuse-lite-1.0.30001594.tgz",
       "integrity": "sha512-VblSX6nYqyJVs8DKFMldE2IVCJjZ225LW00ydtUWwh5hk9IfkTOffO6r8gJNsH0qqqeAF8KrbMYA2VEwTlGW5g=="
     },
+    "canvas2svg": {
+      "version": "1.0.16",
+      "resolved": "https://registry.npmjs.org/canvas2svg/-/canvas2svg-1.0.16.tgz",
+      "integrity": "sha512-r3ryHprzDOtAsFuczw+/DKkLR3XexwIlJWnJ+71I9QF7V9scYaV5JZgYDoCUlYtT3ARnOpDcm/hDNZYbWMRHqA=="
+    },
     "case-sensitive-paths-webpack-plugin": {
       "version": "2.4.0",
       "resolved": "https://registry.npmmirror.com/case-sensitive-paths-webpack-plugin/-/case-sensitive-paths-webpack-plugin-2.4.0.tgz",
@@ -18395,9 +18519,9 @@
       }
     },
     "entities": {
-      "version": "7.0.0",
-      "resolved": "https://registry.npmjs.org/entities/-/entities-7.0.0.tgz",
-      "integrity": "sha512-FDWG5cmEYf2Z00IkYRhbFrwIwvdFKH07uV8dvNy0omp/Qb1xcyCWp2UDtcwJF4QZZvk0sLudP6/hAu42TaqVhQ=="
+      "version": "4.5.0",
+      "resolved": "https://registry.npmjs.org/entities/-/entities-4.5.0.tgz",
+      "integrity": "sha512-V0hjH4dGPh9Ao5p0MoRY6BVqtwCjhz6vI5LT8AJ55H+4g9/4vbHx1I54fS0XuclLhDHArPQCiMjDxjaL8fPxhw=="
     },
     "error-ex": {
       "version": "1.3.2",
@@ -19216,6 +19340,11 @@
       "resolved": "https://registry.npmmirror.com/function-bind/-/function-bind-1.1.2.tgz",
       "integrity": "sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA=="
     },
+    "fuse.js": {
+      "version": "7.1.0",
+      "resolved": "https://registry.npmjs.org/fuse.js/-/fuse.js-7.1.0.tgz",
+      "integrity": "sha512-trLf4SzuuUxfusZADLINj+dE8clK1frKdmqiJNb1Es75fmI5oY6X2mxLVUciLLjxqw/xr72Dhy+lER6dGd02FQ=="
+    },
     "gensync": {
       "version": "1.0.0-beta.2",
       "resolved": "https://registry.npmmirror.com/gensync/-/gensync-1.0.0-beta.2.tgz",

vue/package.json

@@ -8,8 +8,10 @@
     "lint": "vue-cli-service lint"
   },
   "dependencies": {
+    "@antv/g-svg": "^2.1.1",
     "@antv/g6": "^5.0.50",
     "axios": "^1.13.2",
+    "canvas2svg": "^1.0.16",
     "core-js": "^3.8.3",
     "element-plus": "^2.13.0",
     "entities": "^4.5.0",

vue/src/api/data.js

@@ -126,3 +126,98 @@ export function deleteRelationship(id) {
         data: { id }
     })
 }
+
+// --- 11. 导出接口---
+
+/**
+ * 导出节点数据到 JSON
+ * @param {object} params - 包含 name, label
+ */
+export function exportNodes(params) {
+    return request({
+        url: '/api/kg/export/nodes',
+        method: 'get',
+        params,
+        timeout: 60000
+    })
+}
+
+/**
+ * 导出关系数据到 JSON
+ * @param {object} params - 包含 source, target, type
+ */
+export function exportRelationships(params) {
+    return request({
+        url: '/api/kg/export/relationships',
+        method: 'get',
+        params,
+        timeout: 60000
+    })
+}
+
+// --- 12. 导入接口  ---
+
+/**
+ * 节点导入预检
+ * @param {Array} nodes - 全量节点列表（前端解析 JSON 后的数组）
+ * @returns {Promise} - 返回冲突列表和汇总报告
+ */
+export function precheckNodes(nodes) {
+    return request({
+        url: '/api/kg/import/nodes/precheck',
+        method: 'post',
+        data: { nodes },
+        // 预检 10 万条数据涉及大量内存比对，建议超时设为 2 分钟
+        timeout: 120000
+    })
+}
+
+/**
+ * 执行节点批量导入
+ * @param {Array} nodes - 当前批次的节点数据 (建议 5000 条一包)
+ * @param {string} mode - 导入模式: 'skip' (忽略), 'update' (更新), 'strict' (严格)
+ */
+export function executeImportNodes(nodes, mode = 'skip') {
+    return request({
+        url: '/api/kg/import/nodes/execute',
+        method: 'post',
+        data: {
+            nodes,
+            mode
+        },
+        // 单个批次处理建议超时 1 分钟
+        timeout: 60000
+    })
+}
+
+// --- 13. 关系导入接口  ---
+
+/**
+ * 关系导入预检
+ * @param {Array} relationships - 前端解析后的关系数组 (兼容嵌套和扁平格式)
+ */
+export function precheckRelationships(relationships) {
+    return request({
+        url: '/api/kg/import/relationships/precheck',
+        method: 'post',
+        data: { relationships },
+        timeout: 120000 // 关系预检涉及双向节点查询，超时时间设长
+    })
+}
+
+/**
+ * 执行关系批量导入
+ * @param {Array} relationships - 当前批次的关系数据
+ * @param {string} mode - 'skip' (忽略已存在), 'update' (覆盖已存在属性)
+ */
+export function executeImportRelationships(relationships, mode = 'skip') {
+    return request({
+        url: '/api/kg/import/relationships/execute',
+        method: 'post',
+        data: {
+            relationships,
+            mode
+        },
+        timeout: 60000
+    })
+}

vue/src/components/GraphToolbar.vue

@@ -0,0 +1,260 @@
+<template>
+  <div ref="toolbarContainer" class="custom-graph-toolbar"></div>
+</template>
+
+<script>
+import { ElMessageBox, ElMessage } from 'element-plus';
+
+export default {
+  name: 'GraphToolbar',
+  props: ['graph'],
+  data() {
+    return {
+      observer: null // 增加样式监听器
+    };
+  },
+  watch: {
+    graph: {
+      handler(newGraph) {
+        if (newGraph) {
+          this.$nextTick(() => {
+            // 给插件一点点初始化时间，确保 DOM 已存在
+            setTimeout(() => this.mountG6Toolbar(), 200);
+          });
+        }
+      },
+      immediate: true
+    }
+  },
+  beforeUnmount() {
+    // 组件销毁时断开监听，防止内存泄漏
+    if (this.observer) this.observer.disconnect();
+  },
+  methods: {
+    mountG6Toolbar() {
+      const container = this.$refs.toolbarContainer;
+      const g6ToolbarElement = document.querySelector('.g6-toolbar');
+
+      // 【日志 1：输入状态检查】
+      console.log('===[Toolbar Check Start]===');
+      console.log('1. Graph 实例状态:', !!this.graph);
+      console.log('2. Vue 容器 (ref):', !!container);
+      console.log('3. 是否抓取到原生 G6 DOM:', !!g6ToolbarElement);
+
+      if (!this.graph || !container || !g6ToolbarElement) {
+        console.warn('!!! [Toolbar] 挂载终止：由于缺少以上必要条件，搬家逻辑未执行。');
+        return;
+      }
+
+      // 1. 【搬家】将 G6 插件生成的 DOM 移动到 Vue 容器内
+      container.appendChild(g6ToolbarElement);
+
+      // 2. 【核心逻辑】锁死样式函数
+      const lockStyle = () => {
+        g6ToolbarElement.style.setProperty('position', 'static', 'important');
+        g6ToolbarElement.style.setProperty('inset', 'unset', 'important');
+        g6ToolbarElement.style.setProperty('display', 'flex', 'important');
+        g6ToolbarElement.style.setProperty('height', '100%', 'important');
+        g6ToolbarElement.style.setProperty('background', 'transparent', 'important');
+        g6ToolbarElement.style.setProperty('box-shadow', 'none', 'important');
+        g6ToolbarElement.style.setProperty('border', 'none', 'important');
+        g6ToolbarElement.style.setProperty('width', 'auto', 'important');
+      };
+
+      // 3. 【强效监控】防止刷新或 Resize 时 G6 自动改回样式
+      if (this.observer) this.observer.disconnect();
+      this.observer = new MutationObserver(() => lockStyle());
+      this.observer.observe(g6ToolbarElement, {attributes: true, attributeFilter: ['style']});
+
+      // 执行初始锁死
+      lockStyle();
+
+      // 4. 【修复报错】阻止冒泡，不使用 capture
+      const stopEvent = (e) => e.stopPropagation();
+      ['mousedown', 'click', 'dblclick', 'contextmenu', 'wheel'].forEach(type => {
+        g6ToolbarElement.addEventListener(type, stopEvent);
+      });
+    },
+
+    handleToolbarAction(id) {
+      if (!this.graph) return;
+      const historyPlugin = this.graph.getPluginInstance('history');
+      switch (id) {
+        case 'zoom-in':
+          this.graph.zoomBy(1.2);
+          break;
+        case 'zoom-out':
+          this.graph.zoomBy(0.8);
+          break;
+        case 'undo':
+          if (historyPlugin?.canUndo()) historyPlugin.undo();
+          break;
+        case 'redo':
+          if (historyPlugin?.canRedo()) historyPlugin.redo();
+          break;
+        case 'auto-fit':
+          this.graph.fitView();
+          break;
+        case 'reset':
+          break;
+        case 'export':
+          this.handleExportClick();
+          break;
+      }
+    },
+
+    async handleExportClick() {
+      ElMessageBox.confirm('请选择您要导出的图片格式：', '导出图谱', {
+        confirmButtonText: '导出为 PNG',
+        cancelButtonText: '导出为 SVG',
+        distinguishCancelAndClose: true,
+        type: 'info',
+        draggable: true,
+      }).then(async () => {
+        try {
+          const dataURL = await this.graph.toDataURL({type: 'image/png', backgroundColor: '#ffffff'});
+          const link = document.createElement('a');
+          link.href = dataURL;
+          link.download = `图谱_${Date.now()}.png`;
+          link.click();
+          ElMessage.success('PNG 导出成功');
+        } catch (e) {
+          ElMessage.error('PNG 导出失败');
+        }
+      }).catch((action) => {
+        if (action === 'cancel') this.exportToSVGManual();
+      });
+    },
+
+    exportToSVGManual() {
+      const graph = this.graph;
+      if (!graph) return;
+      const { nodes, edges } = graph.getData();
+      const bBox = graph.getCanvas().getRoot().getRenderBounds();
+      const padding = 60;
+      const minX = bBox.min[0] - padding;
+      const minY = bBox.min[1] - padding;
+      const maxX = bBox.max[0] + padding;
+      const maxY = bBox.max[1] + padding;
+      const vWidth = maxX - minX;
+      const vHeight = maxY - minY;
+
+      // 1. 定义与问答页面一致的颜色映射（用于兜底和逻辑计算）
+      const colorMap = {
+        'Disease': { fill: '#EF4444', stroke: '#B91C1C', edge: '#EF4444' },
+        'Drug': { fill: '#91cc75', stroke: '#047857', edge: '#91cc75' },
+        'Check': { fill: '#336eee', stroke: '#1D4ED8', edge: '#336eee' },
+        'Symptom': { fill: '#fac858', stroke: '#B45309', edge: '#fac858' },
+        'Other': { fill: '#59d1d4', stroke: '#40999b', edge: '#59d1d4' }
+      };
+
+      let svgContent = `<svg version="1.1" xmlns="http://www.w3.org/2000/svg" width="${vWidth}" height="${vHeight}" viewBox="${minX} ${minY} ${vWidth} ${vHeight}">`;
+      svgContent += `<rect x="${minX}" y="${minY}" width="${vWidth}" height="${vHeight}" fill="#ffffff" />`;
+
+      // 2. 渲染边
+      edges.forEach(edge => {
+        const s = nodes.find(n => n.id === edge.source);
+        const t = nodes.find(n => n.id === edge.target);
+        if (!s || !t) return;
+
+        // 获取坐标 (从 style 中取，G6 会把布局后的坐标存这)
+        const x1 = s.style?.x || 0;
+        const y1 = s.style?.y || 0;
+        const x2 = t.style?.x || 0;
+        const y2 = t.style?.y || 0;
+
+        // --- 核心修正：根据起点节点的类型来确定边的颜色 ---
+        // 这对应了你问答页面里 edge: { style: { stroke: (d) => ... } } 的逻辑
+        const sourceType = s.data?.label || 'Other'; // 获取起点类型 (Disease/Drug等)
+        const strokeColor = colorMap[sourceType]?.edge || '#cccccc';
+
+        // 绘制线条 (增加 stroke-width 确保可见)
+        svgContent += `<line x1="${x1}" y1="${y1}" x2="${x2}" y2="${y2}" stroke="${strokeColor}" stroke-width="2" opacity="0.4" />`;
+
+        // 渲染边文字
+        const labelText = edge.data?.relationship?.properties?.label || edge.data?.label || "";
+        if (labelText) {
+          const mx = (x1 + x2) / 2;
+          const my = (y1 + y2) / 2;
+          svgContent += `<text x="${mx}" y="${my - 4}" fill="#666666" font-size="10" font-family="Microsoft YaHei" text-anchor="middle">${labelText}</text>`;
+        }
+      });
+
+      // 3. 渲染节点
+      nodes.forEach(node => {
+        const type = node.data?.label || 'Other';
+        const colors = colorMap[type] || colorMap['Other'];
+        const radius = (node.style?.size || 50) / 2;
+        const x = node.style?.x || 0;
+        const y = node.style?.y || 0;
+
+        svgContent += `<circle cx="${x}" cy="${y}" r="${radius}" fill="${colors.fill}" stroke="${colors.stroke}" stroke-width="1.5" />`;
+
+        if (node.data?.name) {
+          svgContent += `<text x="${x}" y="${y}" fill="#ffffff" font-size="12" font-family="Microsoft YaHei" text-anchor="middle" dominant-baseline="middle">${node.data.name}</text>`;
+        }
+      });
+
+      svgContent += `</svg>`;
+
+      // 保存文件逻辑保持不变...
+      try {
+        const blob = new Blob([svgContent], {type: 'image/svg+xml;charset=utf-8'});
+        const url = URL.createObjectURL(blob);
+        const link = document.createElement('a');
+        link.href = url;
+        link.download = `矢量图谱_${Date.now()}.svg`;
+        link.click();
+        URL.revokeObjectURL(url);
+        this.$message.success('全量矢量图导出成功');
+      } catch (err) {
+        this.$message.error('导出失败');
+      }
+    }
+  }
+}
+</script>
+
+<style scoped>
+.custom-graph-toolbar {
+  display: inline-flex !important;
+  width: auto !important;
+  min-width: 100px;
+  background: #ffffff;
+  border: 1px solid #e2e8f0;
+  border-radius: 8px;
+  box-shadow: 0 4px 12px rgba(0, 0, 0, 0.08);
+  align-items: center;
+  height: 42px !important;
+  padding: 0 4px;
+  z-index: 1001;
+  pointer-events: auto;
+}
+
+:deep(.g6-toolbar) {
+  display: inline-flex !important;
+  height: 35px !important;
+  width: auto !important;
+  align-items: center !important;
+  background: transparent !important;
+}
+
+:deep(.g6-toolbar-item) {
+  width: 20px !important;
+  height: 35px !important;
+  font-size: 15px !important;
+  margin: 0 2px !important;
+  display: flex !important;
+  align-items: center !important;
+  justify-content: center !important;
+  border-radius: 6px;
+  cursor: pointer;
+  color: #838383 !important;
+  transition: all 0.2s;
+}
+
+:deep(.g6-toolbar-item:hover) {
+  background: #f1f5f9 !important;
+  color: #1e293b !important;
+}
+</style>