From cbbb1435e4e9cb38473bc755a86367034f7a1f44 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E9=BB=84=E6=B5=B7?= <10402852@qq.com> Date: Tue, 18 Feb 2025 16:20:26 +0800 Subject: [PATCH] 'commit' --- AI/Neo4j/K1_KnowledgeGraph.py | 2 +- AI/Neo4j/ReadXiaoXueMath.py | 61 + AI/Neo4j/XiaoXueMath.json | 2605 +++++++++++++++++ AI/Neo4j/XiaoXueMath2.json | 363 +++ .../K1_KnowledgeGraph.cpython-310.pyc | Bin 8166 -> 8066 bytes AI/Neo4j/import.cypher | 1810 ++++++++++++ 6 files changed, 4840 insertions(+), 1 deletion(-) create mode 100644 AI/Neo4j/ReadXiaoXueMath.py create mode 100644 AI/Neo4j/XiaoXueMath.json create mode 100644 AI/Neo4j/XiaoXueMath2.json create mode 100644 AI/Neo4j/import.cypher diff --git a/AI/Neo4j/K1_KnowledgeGraph.py b/AI/Neo4j/K1_KnowledgeGraph.py index 7a0f4ab3..706226fb 100644 --- a/AI/Neo4j/K1_KnowledgeGraph.py +++ b/AI/Neo4j/K1_KnowledgeGraph.py @@ -91,7 +91,7 @@ class KnowledgeGraph: 4. 现有能力点ID列表： {existing_ab_ids} ... - 5. 必须使用MATCH定位已有节点后才能建立关系,仔细辨别题目与知识点、能力点的关系，不匹配或不太匹配的就不进行匹配 + 5. 必须使用MATCH定位已有节点后才能建立关系 生成格式示例（注意WITH子句）： MERGE (q:Question {{id: "{self.question_id}"}}) diff --git a/AI/Neo4j/ReadXiaoXueMath.py b/AI/Neo4j/ReadXiaoXueMath.py new file mode 100644 index 00000000..a56a7f68 --- /dev/null +++ b/AI/Neo4j/ReadXiaoXueMath.py @@ -0,0 +1,61 @@ +import json + +from K2_Neo4jExecutor import * + +def json_to_cypher(data): + """将知识体系JSON转换为Cypher插入脚本""" + cypher = [] + seen = set() + + def process_node(node, parent_id=None): + nonlocal seen + + node_id = node['value'] + node_name = node['title'].replace("'", "''") + + # 创建当前节点 + if node_id not in seen: + cypher.append(f"MERGE (n:KnowledgePoint {{id: '{node_id}'}}) SET n.name = '{node_name}';") + seen.add(node_id) + + # 创建父子关系 + if parent_id: + cypher.append(f""" +MATCH (parent:KnowledgePoint {{id: '{parent_id}'}}), + (child:KnowledgePoint {{id: '{node_id}'}}) +MERGE (parent)-[:HAS_SUB_POINT]->(child);""") + + # 递归处理子节点 + if 'children' in node and not node['isLeaf']: + for child in node['children']: + process_node(child, parent_id=node_id) + + # 处理根节点 + for root in data['data']['tree']: + process_node(root) + + # 处理根节点的父级关系（如果有） + if root.get('parentValue'): + cypher.append(f"MERGE (parent:KnowledgePoint {{id: '{root['parentValue']}'}});") + cypher.append(f""" +MATCH (parent:KnowledgePoint {{id: '{root['parentValue']}'}}), + (child:KnowledgePoint {{id: '{root['value']}'}}) +MERGE (parent)-[:HAS_SUB_POINT]->(child);""") + + return '\n'.join(cypher) + + +# 使用示例 +if __name__ == '__main__': + executor = K2_Neo4jExecutor( + uri=NEO4J_URI, + auth=NEO4J_AUTH + ) + # 清库 + init() + + # 这里替换成你的JSON数据变量 + with open('XiaoXueMath.json', 'r',encoding='utf-8') as f: + your_json_data = json.load(f) + cypherText=json_to_cypher(your_json_data) + executor.execute_cypher_text(cypherText) diff --git a/AI/Neo4j/XiaoXueMath.json b/AI/Neo4j/XiaoXueMath.json new file mode 100644 index 00000000..be1e3fd6 --- /dev/null +++ b/AI/Neo4j/XiaoXueMath.json @@ -0,0 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(parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "18FF86282330412AA120AE225ED7ED13"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "108E0FA497BA465B9DE1B50CA71FEA29"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "47AB26544582443FB65D5D7316B59286"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "851DBB739F2647D883FD713385BA15FE"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "CC17669F918C40D4ACC545A7BFCD3192"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: 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(parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "49659A7E0167439FA97420BB7C7D9E5E"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "BD6120089570425F9944A412DCB74E38"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "22A6B14CE6D64B8AA7E6C2D6E232E035"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "F06622B6AB88409D896519EFD4300D09"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "A36BBD3850114F45801D25DE433D78FE"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: 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(parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "456E11026BE34D73A8277B09215BA9BE"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "19A59D7F3F6647B28688402F4815C558"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "1644BBE30CF043538E26B58D036F1019"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "CB6419DEA3F04684BBE515C673359C61"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "C4B05F9530B24F66AAB5665D4E2F932B"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "E120E0DD21AA485A942B140C981232E7"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "474A0B60D9534E5D843BE0649DE8C491"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "13E66B0DC3564551AF5CB14214B6C22A"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "0CE96739CC874A5A81CE68C08D781A2C"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "6E28FED5AFF9483A89D58E9342D8F07B"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "3600737C7D404A279AEDA8E376FD79A7"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "206B65B803AE464EB6373C5DA7AEAA79"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "01CE8CE705A74E97BD61A0CAAC864705"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "D3A910A52CA84C44973D454F90450CC4"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "2FAC44A43DDF4E8F87FDB52674712D23"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "B8649475B821455B8EC8A01E4DD9A7DA"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "B23FD45631DF44028C8AEFF3A0BE4145"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "BC387FA5F59844C892B36A025E190D1B"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "4300B089E3BA48108FE2F817DA2A2E2A"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "D54D3A74E94F4B1380C233B5EAAF7C61"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "65045AFA61814335B61B4F292DEFBD6F"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "01103692CF7A4C638879F333E6E7E864"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "7D034C6EF2BC4089861F544B4F5CB361"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "5F07CBBE790E45D18822F190D56F8F08"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "C820C62F492F4DFB82AA2968670C1A2D"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "1BBCA0E6F24C4DCAA61053FDB14ACCBF"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D610B9E33BEE4A52985305073F6BCE2A"}) +MATCH (child:Knowledge {value: "E0E3B8AD3003466494B631923BF9B9F5"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "E6F62DDCB4F6487A8E8CAC8AC981D355"}) +MATCH (child:Knowledge {value: "A2473DFB8568404DAD44732E1635D7D5"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "A2473DFB8568404DAD44732E1635D7D5"}) +MATCH (child:Knowledge {value: "ACFBEFA06FFB4D3F87FA1CC1DE73252C"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "A2473DFB8568404DAD44732E1635D7D5"}) +MATCH (child:Knowledge {value: "C8AC9D292EDD47789D0F124964AF786B"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "A2473DFB8568404DAD44732E1635D7D5"}) +MATCH (child:Knowledge {value: "30020B6190BF4853A971DDC5358173C1"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "A2473DFB8568404DAD44732E1635D7D5"}) +MATCH (child:Knowledge {value: "3DCB9336F39D4102A9EE198989E24913"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "A2473DFB8568404DAD44732E1635D7D5"}) +MATCH (child:Knowledge {value: "E655B3F0F11D4E2BAED72524AFC9FA92"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "A2473DFB8568404DAD44732E1635D7D5"}) +MATCH (child:Knowledge {value: "8444F5EC1DD341309E4B39F474E46C68"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "A2473DFB8568404DAD44732E1635D7D5"}) +MATCH (child:Knowledge {value: "1CD27F2F741B41138603B36018D14EA7"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "A2473DFB8568404DAD44732E1635D7D5"}) +MATCH (child:Knowledge {value: "DE74698E000B4E1187D367E6B2F24D5B"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "A2473DFB8568404DAD44732E1635D7D5"}) +MATCH (child:Knowledge {value: "9E37325E012343188A3EFEEC95854BFC"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "E6F62DDCB4F6487A8E8CAC8AC981D355"}) +MATCH (child:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MATCH (child:Knowledge {value: "1E8D4D4270A9496DA629D23C4678AA5F"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MATCH (child:Knowledge {value: "9A4AA5B9A3EA4548BFDE5088D3EE1005"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MATCH (child:Knowledge {value: "B3C30978BEC548F6944F16DA2CCFFF94"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MATCH (child:Knowledge {value: "1166B396971E41528A5AC28CB36B706C"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MATCH (child:Knowledge {value: "936B1A1E16E04319BAF905414F19B643"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MATCH (child:Knowledge {value: "92463D5E4EB847F1B3A7239B68446FFD"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MATCH (child:Knowledge {value: "88A42B1C5BAD4A37852F39BD38C13954"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MATCH (child:Knowledge {value: "A24E3DB43E5B448AAD5C1164503895DD"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MATCH (child:Knowledge {value: "42E4B828812045E7803493A05930031F"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "59627708316740688D8DBB264E73CF34"}) +MATCH (child:Knowledge {value: "0FE080A22CED4E8A9F744007ED04A999"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "513EDB17A175416EA85D73634F09E9C5"}) +MATCH (child:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "55320D2E4AE34EF086572A7391A4128B"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "6D52E23E2C194387BEA579CAEE84A3CE"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "C3E33CE95AD249AE90CEE7EE3C71F605"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "9CB0198F5A924AD1B88A4223C4F48BF8"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "DCBB1953D767489BA9034121529E5CEE"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "70F0DBE812D040788BB31CE7A224B39D"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "27C348F6844D41ABB4B468E3E5BF89E2"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "FFAD27DD725A4025A031005A9FA2F92F"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "55C12EDEB154460ABB27474A0B51BFD9"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "3DE813F4E2E74DDDB52B1799F30B5CFE"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "E9730F200A5E4B0E9E95079DDE037937"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "DA1A2069FA4B491E9018D24851954B19"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "7B2E4C718B3140449A6EAEF70F18BD5F"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "BD14E054FAEF4ED8857130E50EB0F76D"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "290EEE1DF13043C29471CC02F29D554E"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "BD824FC1A1984A5181F3A4B3036BF886"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "E229B530AD1946C099485399EC8D0C43"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "7B75ACC7E8584753B0961C089C619E90"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "5D23167C4D9545E28C6BFF96EE6618CA"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "6E46F6B1D425460E97ACB758BEE84285"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "5B034376253F4BCE82AC1A150CA728C3"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "4B8997DCED6B49B8BBA9815BB10463CA"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "76C740E35558498A9C1CFCEEF75F5A6A"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "79EC429ACBF0464998E4EA01CD56E0CC"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "3204EDD63E4743C98E52F0AB513BC0B6"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "9C3B4333EE5641FDB5472B286230D1C6"}) +MATCH (child:Knowledge {value: "1CD07DF0D96D46DCB436B23C2C913485"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "513EDB17A175416EA85D73634F09E9C5"}) +MATCH (child:Knowledge {value: "FA93B936FA8B4AF78949ADBD813E2AEC"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "FA93B936FA8B4AF78949ADBD813E2AEC"}) +MATCH (child:Knowledge {value: "99F1C897B3AE43AE92D1DD364A94F8E2"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "FA93B936FA8B4AF78949ADBD813E2AEC"}) +MATCH (child:Knowledge {value: "A8326BA96BDF4A24869C24C3520F5383"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "FA93B936FA8B4AF78949ADBD813E2AEC"}) +MATCH (child:Knowledge {value: "15FCF6B654C24A08A987AED8D41725B3"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "FA93B936FA8B4AF78949ADBD813E2AEC"}) +MATCH (child:Knowledge {value: "D1E95C33F1D643C396318BB83346C757"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "FA93B936FA8B4AF78949ADBD813E2AEC"}) +MATCH (child:Knowledge {value: "B06BF0D91BBB4FF881797D48A1CDA720"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "FA93B936FA8B4AF78949ADBD813E2AEC"}) +MATCH (child:Knowledge {value: "37E674F2F2BF46B0A5313AC5DB8A7270"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "FA93B936FA8B4AF78949ADBD813E2AEC"}) +MATCH (child:Knowledge {value: "8FF35930B87047998C937F252E894ABE"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "FA93B936FA8B4AF78949ADBD813E2AEC"}) +MATCH (child:Knowledge {value: "A0F0A68308BF4106B0899809A1B0FFD7"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "410A88DB8D8849BD96CA6B6F76041D07"}) +MATCH (child:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "360E028BAE7B479E8B9B0282DB96D8D5"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "BE9E6F0FF9D5452A97B501860266F62F"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "535B61A0452B44A48F845CC8767FC849"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "C73C4CA984B9478FBCA82AF0B6B36035"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "E600FED1855B456D9D1EB05C72A5CA97"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "8FC96003F1AA4CCEB15845AE74E07D6D"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "FCCC96551F254DA98487055A7088079C"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "A48E5D9D66434D54AB963C9DB248A1EC"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "9CFCFE40E9F34406BFC5115D8EC4C65E"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "52ACBFD3B2C6421CB73E0D488A0D735C"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "5467F82C6F9840228F303F9419080BF1"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "CC1A84EC37C94311823E8163F81C7558"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "809BBC0B64B94B46A05CB66D7D573790"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "F6E047C18A1343D19AC54EFA470D04E6"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "42688F0BEF594A3CA5E5E833A891AEAF"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "091417744120432F88FB8C19FEFE5EDB"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "2805C893B7C24906A1375EBC37EE93A3"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "58098348E0FC42F4B810E63BB3F1C28B"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "D5A7BA1D1DE6412AB34DF6E3559C1B04"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "35E0FFD85611424B89B997DFDF963BEB"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "38ED3454CAC7412D8F73A24ED70BB048"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "E128371402AF483CB7F053348BBD0D39"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "C805C998BE29484B92B30C3289F77487"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "F72291885DC44CA3860E75323D91DA0D"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "BA5E13497663468BAD0FBDE670A772F8"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "D69D31A026204D63B3339A87A64B3FBC"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "5B026DCFDE80499E88CFD99C77619CB3"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "92C368DCCA79428B935AABEFC849A294"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "711AB4ED2FCE4219B8E9A07CFDBCC588"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "D0156B85F6324C41A3924C14135B53F0"}) +MATCH (child:Knowledge {value: "F67649F3AFAC4095BF012AEBE2625AD7"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "410A88DB8D8849BD96CA6B6F76041D07"}) +MATCH (child:Knowledge {value: "B92999700ADA4AFEA347085FCB732F11"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "B92999700ADA4AFEA347085FCB732F11"}) +MATCH (child:Knowledge {value: "0FBB5C6B72F247E0B1BCA2FD83873B63"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "0FBB5C6B72F247E0B1BCA2FD83873B63"}) +MATCH (child:Knowledge {value: "FF231D5F6353499CBDE042D74B9BE00B"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "0FBB5C6B72F247E0B1BCA2FD83873B63"}) +MATCH (child:Knowledge {value: "F4A4A31ED1BF4C97A1ECAA3CAAEE577C"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "0FBB5C6B72F247E0B1BCA2FD83873B63"}) +MATCH (child:Knowledge {value: "600954B076AB48E29EC01726EB318C31"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "0FBB5C6B72F247E0B1BCA2FD83873B63"}) +MATCH (child:Knowledge {value: "F81B143492E1402CA8EDD106284CA732"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "0FBB5C6B72F247E0B1BCA2FD83873B63"}) +MATCH (child:Knowledge {value: "849353C3B65E45F083A7B0C57CD4A8B6"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "0FBB5C6B72F247E0B1BCA2FD83873B63"}) +MATCH (child:Knowledge {value: "7DE5D4C9F5A34F749EE58F48E3528DAE"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "0FBB5C6B72F247E0B1BCA2FD83873B63"}) +MATCH (child:Knowledge {value: "97EBA2EAF62442EC88DD60847BE01DB9"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "0FBB5C6B72F247E0B1BCA2FD83873B63"}) +MATCH (child:Knowledge {value: "74B76A3527A34E51950D92B0B9538B7B"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "0FBB5C6B72F247E0B1BCA2FD83873B63"}) +MATCH (child:Knowledge {value: "4902DFF4597F4BD8BD6A1ACDDDBAB120"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "B92999700ADA4AFEA347085FCB732F11"}) +MATCH (child:Knowledge {value: 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"4FB2A1CF5C564EF1BEBEBAAC73FBDF81"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); +MATCH (parent:Knowledge {value: "B92999700ADA4AFEA347085FCB732F11"}) +MATCH (child:Knowledge {value: "82470D2CB7144E13B8CAECEF0D967CC2"}) +MERGE (parent)-[:HAS_SUBTOPIC]->(child); \ No newline at end of file