From 7fc09d0e71b20826a252dee50449f06904c4abbe Mon Sep 17 00:00:00 2001 From: HuangHai <10402852@qq.com> Date: Wed, 2 Jul 2025 20:45:07 +0800 Subject: [PATCH] 'commit' --- dsRag/Neo4j/N3_KG_Zsd_Graph.py | 48 +++++++++++++++++++++++++------- dsRag/Neo4j/knowledge_graph.html | 4 +-- 2 files changed, 40 insertions(+), 12 deletions(-) diff --git a/dsRag/Neo4j/N3_KG_Zsd_Graph.py b/dsRag/Neo4j/N3_KG_Zsd_Graph.py index 3d8762d7..deff51f0 100644 --- a/dsRag/Neo4j/N3_KG_Zsd_Graph.py +++ b/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: diff --git a/dsRag/Neo4j/knowledge_graph.html b/dsRag/Neo4j/knowledge_graph.html index 5f8f9924..1d743e58 100644 --- a/dsRag/Neo4j/knowledge_graph.html +++ b/dsRag/Neo4j/knowledge_graph.html @@ -380,8 +380,8 @@ function highlightFilter(filter) { 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"\u4e24\u79cd\u4e0d\u540c\u5f62\u5f0f\u7684\u5355\u5f0f\u6761\u5f62\u7edf\u8ba1\u56fe", "name": "\u4e24\u79cd\u4e0d\u540c\u5f62\u5f0f\u7684\u5355\u5f0f\u6761\u5f62\u7edf\u8ba1\u56fe", "shape": "dot"}, {"color": "#97c2fc", "font": {"face": "SimHei", "size": 14}, "id": 402, "label": "\u52a0\u6cd5\u8fd0\u7b97\u5b9a\u5f8b", "name": "\u52a0\u6cd5\u8fd0\u7b97\u5b9a\u5f8b", "shape": "dot"}, {"color": "#97c2fc", "font": {"face": "SimHei", "size": 14}, "id": 403, "label": "\u65b9\u9635\u95ee\u9898", "name": "\u65b9\u9635\u95ee\u9898", "shape": "dot"}]); - edges = new vis.DataSet([{"from": 432, "title": "HAS_SUB_POINT", "to": 404}, {"from": 44, "title": "HAS_SUB_POINT", "to": 405}, {"from": 122, "title": "HAS_SUB_POINT", "to": 406}, {"from": 152, "title": "HAS_SUB_POINT", "to": 432}, {"from": 78, "title": "HAS_SUB_POINT", "to": 433}, {"from": 432, "title": "HAS_SUB_POINT", "to": 434}, {"from": 78, "title": "HAS_SUB_POINT", "to": 435}, {"from": 122, "title": "HAS_SUB_POINT", "to": 436}, {"from": 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93}, {"from": 44, "title": "HAS_SUB_POINT", "to": 85}, {"from": 44, "title": "HAS_SUB_POINT", "to": 83}, {"from": 44, "title": "HAS_SUB_POINT", "to": 45}, {"from": 44, "title": "HAS_SUB_POINT", "to": 4}, {"from": 44, "title": "HAS_SUB_POINT", "to": 3}, {"from": 44, "title": "HAS_SUB_POINT", "to": 1}, {"from": 44, "title": "HAS_SUB_POINT", "to": 539}, {"from": 44, "title": "HAS_SUB_POINT", "to": 532}, {"from": 44, "title": "HAS_SUB_POINT", "to": 529}, {"from": 44, "title": "HAS_SUB_POINT", "to": 526}, {"from": 44, "title": "HAS_SUB_POINT", "to": 508}, {"from": 44, "title": "HAS_SUB_POINT", "to": 505}, {"from": 44, "title": "HAS_SUB_POINT", "to": 494}, {"from": 44, "title": "HAS_SUB_POINT", "to": 492}, {"from": 44, "title": "HAS_SUB_POINT", "to": 477}, {"from": 44, "title": "HAS_SUB_POINT", "to": 456}, {"from": 44, "title": "HAS_SUB_POINT", "to": 439}, {"from": 44, "title": "HAS_SUB_POINT", "to": 405}, {"from": 44, "title": "HAS_SUB_POINT", "to": 401}, {"from": 44, "title": 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