'commit'

dsRag/Neo4j/N3_KG_Zsd_Graph.py

@@ -8,9 +8,19 @@ from Config import Config
 graph = Graph(Config.NEO4J_URI, auth=Config.NEO4J_AUTH)
 
 # 查询所有知识点节点和关系
+# query = """
+# MATCH (n:KnowledgePoint)-[r]->(m)
+# RETURN n, r, m
+# """
 query = """
-MATCH (n:KnowledgePoint)-[r]->(m)
-RETURN n, r, m
+MATCH (n:KnowledgePoint)
+OPTIONAL MATCH (n)-[r1:PREREQUISITE]->(p)
+OPTIONAL MATCH (n)-[r2:RELATED]->(r)
+OPTIONAL MATCH (n)-[r3:HAS_SUB_POINT]->(s)
+RETURN n, 
+       COLLECT(DISTINCT {type: 'PREREQUISITE', node: p, rel: r1}) AS prerequisites,
+       COLLECT(DISTINCT {type: 'RELATED', node: r, rel: r2}) AS relateds,
+       COLLECT(DISTINCT {type: 'HAS_SUB_POINT', node: s, rel: r3}) AS sub_points
 """
 data = graph.run(query).data()
 
@@ -18,6 +28,7 @@ data = graph.run(query).data()
 net = Network(height="750px", width="100%", notebook=True, cdn_resources='in_line')
 
 # 添加节点和边
+# 修改后的添加节点和边逻辑
 for item in data:
     node_label = item['n'].get('name', '未命名')
     net.add_node(item['n'].identity, 
@@ -25,15 +36,32 @@ for item in data:
                 name=node_label,
                 font={'size': 14, 'face': 'SimHei'})
     
-    node_label = item['m'].get('name', '未命名')
-    net.add_node(item['m'].identity, 
-                label=node_label,
-                name=node_label,
-                font={'size': 14, 'face': 'SimHei'})
+    # 处理先修知识关系
+    for pre in item['prerequisites']:
+        if pre['node']:
+            net.add_node(pre['node'].identity,
+                        label=pre['node'].get('name', '未命名'),
+                        name=pre['node'].get('name', '未命名'),
+                        font={'size': 14, 'face': 'SimHei'})
+            net.add_edge(item['n'].identity, pre['node'].identity, title='PREREQUISITE')
+    
+    # 处理相关知识关系
+    for rel in item['relateds']:
+        if rel['node']:
+            net.add_node(rel['node'].identity,
+                        label=rel['node'].get('name', '未命名'),
+                        name=rel['node'].get('name', '未命名'),
+                        font={'size': 14, 'face': 'SimHei'})
+            net.add_edge(item['n'].identity, rel['node'].identity, title='RELATED')
     
-    net.add_edge(item['n'].identity, 
-                item['m'].identity, 
-                title=type(item['r']).__name__)
+    # 处理子知识点关系
+    for sub in item['sub_points']:
+        if sub['node']:
+            net.add_node(sub['node'].identity,
+                        label=sub['node'].get('name', '未命名'),
+                        name=sub['node'].get('name', '未命名'),
+                        font={'size': 14, 'face': 'SimHei'})
+            net.add_edge(item['n'].identity, sub['node'].identity, title='HAS_SUB_POINT')
 
 # 生成HTML文件
 with open("knowledge_graph.html", "w", encoding='utf-8') as f: