From c5f565d7df1380abeb5400d53d4937b7f693d962 Mon Sep 17 00:00:00 2001 From: ruxia <752159071@qq.com> Date: Tue, 3 Jun 2025 13:45:48 +0800 Subject: [PATCH] Initial commit --- data/data.json | 727 ++++ kg_simple_hierarchy.json | 7924 +++++++++++++++++++++++++++++++++++++ langchain_neo4j.py | 577 +++ llm.py | 111 + main.py | 46 + parameter_rewriting.py | 383 ++ project copy.py | 613 +++ project.py | 455 +++ project_implementation.py | 957 +++++ prompt_templates.py | 99 + test_kg.py | 18 + 11 files changed, 11910 insertions(+) create mode 100644 data/data.json create mode 100644 kg_simple_hierarchy.json create mode 100644 langchain_neo4j.py create mode 100644 llm.py create mode 100644 main.py create mode 100644 parameter_rewriting.py create mode 100644 project copy.py create mode 100644 project.py create mode 100644 project_implementation.py create mode 100644 prompt_templates.py create mode 100644 test_kg.py diff --git a/data/data.json b/data/data.json new file mode 100644 index 0000000..e4b5785 --- /dev/null +++ b/data/data.json @@ -0,0 +1,727 @@ +[ + { + "指标名称": "测试1", + "指标描述": "xxx", + "code": "xxxxxxxx" + }, + { + "指标名称": "测试2", + "指标描述": "xxx", + "code": "xxxxxxxx" + }, + { + "指标名称": "电压等级", + "指标描述": "", + "code": "" + }, + { + "指标名称": "工程编码", + "指标描述": "", + "code": "" + }, + { + "指标名称": "工程名称", + "指标描述": "", + "code": "" + }, + { + "指标名称": "工程时间", + "指标描述": "", + "code": "" + }, + { + "指标名称": "线路曲折系数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "线路长度合计_折单", + "指标描述": "", + "code": "" + }, + { + "指标名称": "路径长度_单回路长度", + "指标描述": "", + "code": "" + }, + { + "指标名称": "路径长度_双回路长度", + "指标描述": "", + "code": "" + }, + { + "指标名称": "路径长度_三回路长度", + "指标描述": "", + "code": "" + }, + { + "指标名称": "路径长度_四回路长度", + "指标描述": "", + "code": "" + }, + { + "指标名称": "杆塔总基数", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/基础工程】的【定额】下的【YX2-1/YX2-2/YX2-3/YX2-4/YX2-5/YX2-6/YX2-7】", + "code": "def neo4j_find_function():\n project = ProjectBuilder.build()\n result = project.get_quantities_node_by_parent_and_code('工程数据/安装工程/安装/架空输电线路本体工程/基础工程', '定额', 'YX2-1/YX2-2/YX2-3/YX2-4/YX2-5/YX2-6/YX2-7')\n print(result)" + }, + { + "指标名称": "角钢塔_塔基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "角钢塔_塔材量", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/杆塔工程/杆塔组立/铁塔、钢管杆组立】的【主材】下的【角钢】", + "code": "" + }, + { + "指标名称": "角钢塔_其中：高强钢塔材量", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/杆塔工程/杆塔组立/铁塔、钢管杆组立】的【主材】下的【角钢、高强】", + "code": "" + }, + { + "指标名称": "角钢塔_塔材装材费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "角钢塔_塔材装材费_元", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/杆塔工程/杆塔组立/铁塔、钢管杆组立】的【主材】下的【角钢】", + "code": "" + }, + { + "指标名称": "角钢塔_其中：高强钢塔材费用", + "指标描述": "", + "code": "" + }, + { + "指标名称": "角钢塔_其中：高强钢塔材费用_元", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/杆塔工程/杆塔组立/铁塔、钢管杆组立】的【主材】下的【角钢、高强】", + "code": "" + }, + { + "指标名称": "钢管塔_塔基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "钢管塔_塔材量", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/杆塔工程/杆塔组立/铁塔、钢管杆组立】的【主材】下的【钢管塔】", + "code": "" + }, + { + "指标名称": "钢管塔_钢管价格", + "指标描述": "", + "code": "" + }, + { + "指标名称": "钢管塔_钢管价格_元", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/杆塔工程/杆塔组立/铁塔、钢管杆组立】的【主材】下的【钢管塔】", + "code": "" + }, + { + "指标名称": "钢管杆_塔基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "钢管杆_塔材量", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/杆塔工程/杆塔组立/铁塔、钢管杆组立】的【主材】下的【钢管杆】", + "code": "" + }, + { + "指标名称": "钢管杆_钢管价格", + "指标描述": "", + "code": "" + }, + { + "指标名称": "钢管杆_钢管价格_元", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/杆塔工程/杆塔组立/铁塔、钢管杆组立】的【主材】下的【钢管杆】", + "code": "" + }, + { + "指标名称": "水泥杆基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "直线塔基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "耐张转角塔基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "海拔", + "指标描述": "", + "code": "" + }, + { + "指标名称": "导线及线材_分裂数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "导线及线材_单根导线面积", + "指标描述": "", + "code": "" + }, + { + "指标名称": "导线及线材_导线量", + "指标描述": "", + "code": "" + }, + { + "指标名称": "导线及线材_其中：节能导线量", + "指标描述": "", + "code": "" + }, + { + "指标名称": "导线及线材_导线装材费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "导线及线材_导线装材费_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "导线及线材_其中：节能导线费用", + "指标描述": "", + "code": "" + }, + { + "指标名称": "导线及线材_其中：节能导线费用_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "导线及线材_导线类型", + "指标描述": "", + "code": "" + }, + { + "指标名称": "设计风速", + "指标描述": "", + "code": "" + }, + { + "指标名称": "覆冰厚度", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地形分布_平地", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地形分布_丘陵", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地形分布_河网", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地形分布_泥沼", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地形分布_山地", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地形分布_高山", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地形分布_沙漠", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地形分布_峻岭", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地质条件_普通土", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地质条件_坚土", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地质条件_松砂石", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地质条件_水坑", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地质条件_泥水坑", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地质条件_流沙坑", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地质条件_岩石爆破", + "指标描述": "", + "code": "" + }, + { + "指标名称": "地质条件_岩石人工", + "指标描述": "", + "code": "" + }, + { + "指标名称": "土石方总量", + "指标描述": "", + "code": "" + }, + { + "指标名称": "土石方量_基坑", + "指标描述": "", + "code": "" + }, + { + "指标名称": "土石方量_接地", + "指标描述": "", + "code": "" + }, + { + "指标名称": "土石方量_基面", + "指标描述": "", + "code": "" + }, + { + "指标名称": "各类基础数量占总塔基数比例_台阶式", + "指标描述": "", + "code": "" + }, + { + "指标名称": "各类基础数量占总塔基数比例_板式", + "指标描述": "", + "code": "" + }, + { + "指标名称": "各类基础数量占总塔基数比例_插入式", + "指标描述": "", + "code": "" + }, + { + "指标名称": "各类基础数量占总塔基数比例_掏挖", + "指标描述": "", + "code": "" + }, + { + "指标名称": "各类基础数量占总塔基数比例_岩石嵌固", + "指标描述": "", + "code": "" + }, + { + "指标名称": "各类基础数量占总塔基数比例_锚杆", + "指标描述": "", + "code": "" + }, + { + "指标名称": "各类基础数量占总塔基数比例_灌注桩", + "指标描述": "", + "code": "" + }, + { + "指标名称": "各类基础数量占总塔基数比例_人工挖孔桩", + "指标描述": "", + "code": "" + }, + { + "指标名称": "各类基础数量占总塔基数比例_其他", + "指标描述": "", + "code": "" + }, + { + "指标名称": "台阶式基础基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "板式基础基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "插入式基础基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "掏挖基础基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "岩石嵌固基础基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "锚杆基础基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "灌注桩基础基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "人工挖孔桩基础基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其他基础基数", + "指标描述": "", + "code": "" + }, + { + "指标名称": "基础混凝土总量", + "指标描述": "", + "code": "" + }, + { + "指标名称": "灌注桩基础混凝土量", + "指标描述": "", + "code": "" + }, + { + "指标名称": "现浇基础混凝土量", + "指标描述": "", + "code": "" + }, + { + "指标名称": "挖孔基础混凝土量", + "指标描述": "", + "code": "" + }, + { + "指标名称": "基础护壁混凝土用量", + "指标描述": "", + "code": "" + }, + { + "指标名称": "预制混凝土用量", + "指标描述": "", + "code": "" + }, + { + "指标名称": "基础钢材量", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/基础工程/基础砌筑】的【主材】下的【圆钢】", + "code": "" + }, + { + "指标名称": "基础钢材价格", + "指标描述": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/基础工程/基础砌筑】的【主材】下的【圆钢】", + "code": "" + }, + { + "指标名称": "本体费用合计", + "指标描述": "", + "code": "" + }, + { + "指标名称": "本体工程人工费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "本体工程机械费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "基础工程费用", + "指标描述": "", + "code": "" + }, + { + "指标名称": "杆塔工程费用", + "指标描述": "", + "code": "" + }, + { + "指标名称": "接地工程费用", + "指标描述": "", + "code": "" + }, + { + "指标名称": "架线工程费用", + "指标描述": "", + "code": "" + }, + { + "指标名称": "附件工程费用", + "指标描述": "", + "code": "" + }, + { + "指标名称": "辅助工程费用", + "指标描述": "", + "code": "" + }, + { + "指标名称": "辅助设施工程", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其他费用合计", + "指标描述": "", + "code": "" + }, + { + "指标名称": "建场费合计", + "指标描述": "", + "code": "" + }, + { + "指标名称": "项目建设管理费合计", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：工程监理费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "项目建设技术服务费合计", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：项目前期工作费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：勘察费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：设计费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：工程建设检测费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "生产准备费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：安全文明施工费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "基本预备费", + "指标描述": "", + "code": "" + }, + { + "指标名称": "静态投资", + "指标描述": "", + "code": "" + }, + { + "指标名称": "建设期利息", + "指标描述": "", + "code": "" + }, + { + "指标名称": "动态投资", + "指标描述": "", + "code": "" + }, + { + "指标名称": "增值税抵扣税额", + "指标描述": "", + "code": "" + }, + { + "指标名称": "本体费用合计_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "本体工程人工费_本体_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "本体工程人工费_调试_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "本体工程机械费_本体_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "本体工程机械费_调试_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "基础工程费用_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "杆塔工程费用_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "接地工程费用_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "架线工程费用_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "附件工程费用_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "辅助工程费用_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "辅助工程费用_调试_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "辅助设施工程_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其他费用合计_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "建场费合计_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "项目建设管理费合计_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：工程监理费_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "项目建设技术服务费合计_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：项目前期工作费_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：勘察费_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：设计费_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：工程建设检测费_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "生产准备费_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：安全文明施工费_线路_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "其中：安全文明施工费_调试_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "基本预备费_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "静态投资_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "建设期利息_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "动态投资_元", + "指标描述": "", + "code": "" + }, + { + "指标名称": "增值税抵扣税额_元", + "指标描述": "", + "code": "" + } +] \ No newline at end of file diff --git a/kg_simple_hierarchy.json b/kg_simple_hierarchy.json new file mode 100644 index 0000000..9972d81 --- /dev/null +++ b/kg_simple_hierarchy.json @@ -0,0 +1,7924 @@ +[ + { + "EngineeringData": "工程数据", + "children": [ + { + "FeeTableTemplateSet": "取费表模板集", + "children": [ + { + "FeeTableTemplateSet": "拆除线路", + "children": [ + { + "FeeTableTemplateItem": "线路取费表（拆除）", + "children": [ + { + "Fee": "直接费", + "children": [ + { + "Fee": "直接工程费", + "children": [ + { + "Fee": "人工费" + }, + { + "Fee": "材料费" + }, + { + "Fee": "施工机械使用费" + } + ] + }, + { + "Fee": "措施费", + "children": [ + { + "Fee": "冬雨季施工增加费" + }, + { + "Fee": "施工工具用具使用费" + }, + { + "Fee": "特殊地区施工增加费" + }, + { + "Fee": "临时设施费" + }, + { + "Fee": "施工机构迁移费" + }, + { + "Fee": "安全文明施工费" + } + ] + } + ] + }, + { + "Fee": "间接费", + "children": [ + { + "Fee": "规费", + "children": [ + { + "Fee": "社会保险费" + }, + { + "Fee": "住房公积金" + } + ] + }, + { + "Fee": "企业管理费" + } + ] + }, + { + "Fee": "利润" + }, + { + "Fee": "编制基准期价差", + "children": [ + { + "Fee": "人工价差" + }, + { + "Fee": "材料价差" + }, + { + "Fee": "机械价差" + } + ] + }, + { + "Fee": "税金" + }, + { + "Fee": "合计" + } + ] + } + ] + }, + { + "FeeTableTemplateSet": "余物清理", + "children": [ + { + "FeeTableTemplateItem": "线路取费表（余物清理）", + "children": [ + { + "Fee": "直接费", + "children": [ + { + "Fee": "直接工程费", + "children": [ + { + "Fee": "定额直接费", + "children": [ + { + "Fee": "人工费" + }, + { + "Fee": "材料费" + }, + { + "Fee": "施工机械使用费" + } + ] + } + ] + }, + { + "Fee": "措施费", + "children": [ + { + "Fee": "安全文明施工费" + } + ] + } + ] + }, + { + "Fee": "合计" + } + ] + } + ] + }, + { + "FeeTableTemplateSet": "线路", + "children": [ + { + "FeeTableTemplateItem": "线路取费表", + "children": [ + { + "Fee": "直接费", + "children": [ + { + "Fee": "直接工程费", + "children": [ + { + "Fee": "定额直接费", + "children": [ + { + "Fee": "人工费" + }, + { + "Fee": "材料费" + }, + { + "Fee": "施工机械使用费" + } + ] + }, + { + "Fee": "装置性材料费", + "children": [ + { + "Fee": "甲供装置性材料费" + }, + { + "Fee": "乙供装置性材料费" + } + ] + } + ] + }, + { + "Fee": "措施费", + "children": [ + { + "Fee": "冬雨季施工增加费" + }, + { + "Fee": "夜间施工增加费" + }, + { + "Fee": "施工工具用具使用费" + }, + { + "Fee": "特殊地区施工增加费" + }, + { + "Fee": "临时设施费" + }, + { + "Fee": "施工机构迁移费" + }, + { + "Fee": "安全文明施工费" + } + ] + } + ] + }, + { + "Fee": "间接费", + "children": [ + { + "Fee": "规费", + "children": [ + { + "Fee": "社会保险费" + }, + { + "Fee": "住房公积金" + } + ] + }, + { + "Fee": "企业管理费" + }, + { + "Fee": "施工企业配合调试费" + } + ] + }, + { + "Fee": "利润" + }, + { + "Fee": "编制基准期价差", + "children": [ + { + "Fee": "人工价差" + }, + { + "Fee": "材料价差" + }, + { + "Fee": "机械价差" + }, + { + "Fee": "装置性材料价差", + "children": [ + { + "Fee": "甲供装置性材料价差" + }, + { + "Fee": "乙供装置性材料价差" + } + ] + } + ] + }, + { + "Fee": "税金" + }, + { + "Fee": "设备费", + "children": [ + { + "Fee": "乙供设备不含税价" + }, + { + "Fee": "甲供设备含税价" + } + ] + }, + { + "Fee": "安装费" + }, + { + "Fee": "主材费" + }, + { + "Fee": "总计" + }, + { + "Fee": "合计" + } + ] + }, + { + "FeeTableTemplateItem": "大型土石方取费表", + "children": [ + { + "Fee": "直接工程费", + "children": [ + { + "Fee": "人工费" + }, + { + "Fee": "材料费" + }, + { + "Fee": "施工机械使用费" + } + ] + }, + { + "Fee": "综合取费费用额" + }, + { + "Fee": "编制基准期价差", + "children": [ + { + "Fee": "人工价差" + }, + { + "Fee": "材料价差" + }, + { + "Fee": "机械价差" + } + ] + }, + { + "Fee": "税金" + }, + { + "Fee": "合计" + } + ] + }, + { + "FeeTableTemplateItem": "线路取费表（调试工程）", + "children": [ + { + "Fee": "直接费", + "children": [ + { + "Fee": "直接工程费", + "children": [ + { + "Fee": "定额直接费", + "children": [ + { + "Fee": "人工费" + }, + { + "Fee": "材料费" + }, + { + "Fee": "施工机械使用费" + } + ] + }, + { + "Fee": "装置性材料费", + "children": [ + { + "Fee": "甲供装置性材料费" + }, + { + "Fee": "乙供装置性材料费" + } + ] + } + ] + }, + { + "Fee": "措施费", + "children": [ + { + "Fee": "冬雨季施工增加费" + }, + { + "Fee": "夜间施工增加费" + }, + { + "Fee": "施工工具用具使用费" + }, + { + "Fee": "特殊地区施工增加费" + }, + { + "Fee": "临时设施费" + }, + { + "Fee": "施工机构迁移费" + }, + { + "Fee": "安全文明施工费" + } + ] + } + ] + }, + { + "Fee": "间接费", + "children": [ + { + "Fee": "规费", + "children": [ + { + "Fee": "社会保险费" + }, + { + "Fee": "住房公积金" + } + ] + }, + { + "Fee": "企业管理费" + } + ] + }, + { + "Fee": "利润" + }, + { + "Fee": "编制基准期价差", + "children": [ + { + "Fee": "人工价差" + }, + { + "Fee": "材料价差" + }, + { + "Fee": "机械价差" + }, + { + "Fee": "装置性材料价差", + "children": [ + { + "Fee": "甲供装置性材料价差" + }, + { + "Fee": "乙供装置性材料价差" + } + ] + } + ] + }, + { + "Fee": "税金" + }, + { + "Fee": "合计" + } + ] + } + ] + } + ] + }, + { + "FeeScheduleSet": "工程费用", + "children": [ + { + "FeeScheduleItem": "其中：场地征用费", + "children": [ + { + "Fee": "建设场地征用及清理费", + "children": [ + { + "Fee": "土地征用费", + "children": [ + { + "Fee": "建设场地征用" + }, + { + "Fee": "林木补偿" + }, + { + "Fee": "青苗、经济作物补偿" + }, + { + "Fee": "桔子树、茶树赔偿" + }, + { + "Fee": "植被恢复" + }, + { + "Fee": "拆除塔基赔偿" + }, + { + "Fee": "建、构筑物补偿" + } + ] + }, + { + "Fee": "施工场地租用费" + }, + { + "Fee": "牵引机场地租用费" + }, + { + "Fee": "矿产压覆赔偿" + }, + { + "Fee": "迁移补偿费", + "children": [ + { + "Fee": "电力线路、通信线路迁移补偿" + }, + { + "Fee": "道路迁移补偿" + }, + { + "Fee": "管道迁移补偿" + }, + { + "Fee": "厂矿迁移补偿" + }, + { + "Fee": "军事设施迁移补偿" + }, + { + "Fee": "水利设施迁移补偿" + }, + { + "Fee": "其他大额迁移补偿" + } + ] + }, + { + "Fee": "余物清理费", + "children": [ + { + "Fee": "建、构筑物清理" + }, + { + "Fee": "电力线路清理" + }, + { + "Fee": "通信线路清理" + }, + { + "Fee": "道路设施清理" + }, + { + "Fee": "管道设施清理" + } + ] + }, + { + "Fee": "矿产压覆评估费用" + }, + { + "Fee": "输电线路走廊清理费" + }, + { + "Fee": "输电线路跨越补偿费" + }, + { + "Fee": "通信设施防输电线路干扰措施费" + }, + { + "Fee": "水土保持补偿费" + } + ] + } + ] + }, + { + "FeeScheduleItem": "安装价差", + "children": [ + { + "Fee": "线路编制基准期价差", + "children": [ + { + "Fee": "人工价差" + }, + { + "Fee": "材料价差" + }, + { + "Fee": "机械价差" + }, + { + "Fee": "装置性材料价差" + } + ] + }, + { + "Fee": "合计" + } + ] + }, + { + "FeeScheduleItem": "辅助费用", + "children": [ + { + "Fee": "巡线、检修站工程", + "children": [ + { + "Fee": "办公室、汽车库及仓库" + }, + { + "Fee": "巡检修站征地" + }, + { + "Fee": "室外工程" + } + ] + }, + { + "Fee": "巡线、检修道路工程" + }, + { + "Fee": "生产维护通信设备" + }, + { + "Fee": "生产作业工具" + } + ] + }, + { + "FeeScheduleItem": "其他费用", + "children": [ + { + "Fee": "建设场地征用及清理费" + }, + { + "Fee": "项目建设管理费", + "children": [ + { + "Fee": "项目法人管理费" + }, + { + "Fee": "招标费" + }, + { + "Fee": "工程监理费" + }, + { + "Fee": "设备材料监造费" + }, + { + "Fee": "施工过程造价咨询及竣工结算审核费" + }, + { + "Fee": "工程保险费" + } + ] + }, + { + "Fee": "项目建设技术服务费", + "children": [ + { + "Fee": "项目前期工作费", + "children": [ + { + "Fee": "可行性研究费用" + }, + { + "Fee": "环境影响评价费用" + }, + { + "Fee": "建设项目规划选址费" + }, + { + "Fee": "水土保持方案编审费用" + }, + { + "Fee": "地质灾害危险性评估费用" + }, + { + "Fee": "地震安全性评价费用" + }, + { + "Fee": "文物调查费用" + }, + { + "Fee": "矿产压覆评估费用" + }, + { + "Fee": "用地预审费用" + }, + { + "Fee": "节能评估费用" + }, + { + "Fee": "社会稳定风险评估费用" + }, + { + "Fee": "使用林地可行性研究费用" + }, + { + "Fee": "前期工作管理费用" + } + ] + }, + { + "Fee": "知识产权转让与研究试验费" + }, + { + "Fee": "勘察设计费", + "children": [ + { + "Fee": "勘察费" + }, + { + "Fee": "设计费" + } + ] + }, + { + "Fee": "设计文件评审费", + "children": [ + { + "Fee": "可行性研究文件评审费" + }, + { + "Fee": "初步设计文件评审费" + }, + { + "Fee": "施工图文件评审费" + } + ] + }, + { + "Fee": "项目后评价费" + }, + { + "Fee": "工程建设检测费", + "children": [ + { + "Fee": "电力工程质量检测费" + }, + { + "Fee": "特种设备安全监测费" + }, + { + "Fee": "环境监测及环境保护验收费" + }, + { + "Fee": "水土保持监测及验收费" + }, + { + "Fee": "桩基检测费" + } + ] + }, + { + "Fee": "电力工程技术经济标准编制费" + } + ] + }, + { + "Fee": "生产准备费", + "children": [ + { + "Fee": "管理车辆购置费" + }, + { + "Fee": "工器具及办公家具购置费" + }, + { + "Fee": "生产职工培训及提前进场费" + } + ] + }, + { + "Fee": "专业爆破服务费" + } + ] + }, + { + "FeeScheduleItem": "工程费用", + "children": [ + { + "Fee": "架空输电线路本体工程", + "children": [ + { + "Fee": "一般线路本体工程" + } + ] + }, + { + "Fee": "辅助设施工程" + }, + { + "Fee": "小计" + }, + { + "Fee": "其中：编制基准期价差" + }, + { + "Fee": "设备购置费" + }, + { + "Fee": "其他费用", + "children": [ + { + "Fee": "其中：建设场地征用及清理费" + } + ] + }, + { + "Fee": "基本预备费" + }, + { + "Fee": "特殊项目" + }, + { + "Fee": "工程静态投资（一～七项合计）" + }, + { + "Fee": "动态费用", + "children": [ + { + "Fee": "价差预备费" + }, + { + "Fee": "建设期贷款利息" + } + ] + }, + { + "Fee": "工程动态投资（一～八项合计）" + }, + { + "Fee": "其中：可抵扣增值税额" + } + ] + } + ] + }, + { + "ProjectPropertySet": "工程属性", + "children": [ + { + "ProjectProperty": "博微电力建设计价通软件" + } + ] + }, + { + "ProjectDivisionSet": "安装工程", + "children": [ + { + "ProjectDivisionSet": "清理项目", + "children": [ + { + "ProjectDivisionItem": "安装工程", + "children": [ + { + "ProjectDivisionItem": "金属结构及工业管道" + }, + { + "ProjectDivisionItem": "机电设备" + }, + { + "ProjectDivisionItem": "输电线路及通信线路", + "children": [ + { + "ProjectDivisionItem": "(1)拆除后能利用" + }, + { + "ProjectDivisionItem": "(2)拆除后不能利用", + "children": [ + { + "ProjectQuantity": "角钢塔组立 塔全高50m以内 每米塔重400kg以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "方材红白松 二等" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "普通磁漆" + }, + { + "MaterialOrEquipment": "机动绞磨 5t以内" + }, + { + "MaterialOrEquipment": "手扶机动绞磨 5t以内" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 5t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "人力运输 角钢塔材（拆除铁塔运输）", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + } + ] + }, + { + "ProjectQuantity": "汽车运输 角钢塔材 运输（拆除铁塔运输）", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 5t" + } + ] + } + ] + } + ] + } + ] + }, + { + "ProjectDivisionItem": "建筑工程", + "children": [ + { + "ProjectDivisionItem": "临时简易建筑" + }, + { + "ProjectDivisionItem": "金属结构", + "children": [ + { + "ProjectDivisionItem": "(1)拆除后能利用" + }, + { + "ProjectDivisionItem": "(2)拆除后不能利用" + } + ] + }, + { + "ProjectDivisionItem": "一般砖木结构" + }, + { + "ProjectDivisionItem": "混合结构" + }, + { + "ProjectDivisionItem": "混凝土及钢筋混凝土结构", + "children": [ + { + "ProjectDivisionItem": "(1)有条件爆破的" + }, + { + "ProjectDivisionItem": "(2)无条件爆破的" + } + ] + } + ] + } + ] + }, + { + "ProjectDivisionSet": "安装", + "children": [ + { + "ProjectDivisionItem": "架空输电线路本体工程", + "children": [ + { + "ProjectDivisionItem": "杆塔工程", + "children": [ + { + "CostSet": "{67ED7087-CD54-471F-904D-CC90937A126A}" + }, + { + "ProjectDivisionItem": "杆塔工程材料工地运输", + "children": [ + { + "CostSet": "{C7C875F4-66C0-4B09-B8E6-D334EB761640}", + "children": [ + { + "CostItem": "企业管理费_GLF" + }, + { + "CostItem": "利润_FFR" + }, + { + "CostItem": "冬雨季施工增加费_DYF" + }, + { + "CostItem": 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}, + { + "CostItem": "特殊地区施工增加费_TDF" + }, + { + "CostItem": "编制年价差_线路编制基准期价差_JC" + }, + { + "CostItem": "甲供装置性材料价差_JZCJC" + }, + { + "CostItem": "机械价差_JJC" + }, + { + "CostItem": "{F971B5D8-7C59-483E-ADD5-BF8EBC488AD0}_" + }, + { + "CostItem": "主材费_ZCF" + }, + { + "CostItem": "总计_ZJ" + }, + { + "CostItem": "间接费_FFJ" + }, + { + "CostItem": "虚节点" + }, + { + "CostItem": "虚节点" + }, + { + "CostItem": "合计_HJ" + }, + { + "CostItem": "甲供设备含税价_SBJ" + }, + { + "CostItem": "住房公积金_GJJ" + }, + { + "CostItem": "材料费_CLF" + }, + { + "CostItem": "社会保险费_BZHF" + }, + { + "CostItem": "措施费_FFZ2" + } + ] + }, + { + "ProjectQuantity": "角钢塔组立 塔全高20m以内 每米塔重400kg以上", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "方材红白松 二等" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "普通磁漆" + }, + { + "MaterialOrEquipment": "机动绞磨 5t以内" + }, + { + "MaterialOrEquipment": "手扶机动绞磨 5t以内" + }, + { + "MaterialOrEquipment": 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"ProjectQuantity": "跨越低压、弱电线 220kV(土路)", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "钢丝绳 Φ15以下" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "木脚手杆杉原木 Φ80×6000" + }, + { + "MaterialOrEquipment": "毛竹" + }, + { + "MaterialOrEquipment": "安全网" + }, + { + "MaterialOrEquipment": "木桩" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 5t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "跨越低压、弱电线 220kV", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "钢丝绳 Φ15以下" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "木脚手杆杉原木 Φ80×6000" + }, + { + "MaterialOrEquipment": "毛竹" + }, + { + "MaterialOrEquipment": "安全网" + }, + { + "MaterialOrEquipment": "木桩" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 5t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { 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"MaterialOrEquipment": "机动绞磨 5t以内" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 5t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + } + ] + }, + { + "ProjectDivisionItem": "其他架线工程", + "children": [ + { + "CostSet": "{1DB6193D-4C6A-4FBF-AF18-DACFA411102D}" + } + ] + } + ] + }, + { + "ProjectDivisionItem": "附件安装工程", + "children": [ + { + "CostSet": "{82B6C2D0-E04A-47AB-8F2F-379FFE64BC9A}" + }, + { + "ProjectDivisionItem": "附件安装工程材料工地运输", + "children": [ + { + "CostSet": "{5D26CB85-AA9A-40AA-A08E-3578209B0CA4}", + "children": [ + { + "CostItem": "企业管理费_GLF" + }, + { + "CostItem": "利润_FFR" + }, + { + "CostItem": "冬雨季施工增加费_DYF" + }, + { + "CostItem": "编制年价差_材料价差_CJC" + }, + { + "CostItem": "夜间施工增加费_YSF" + }, + { + "CostItem": "编制年价差_装置性材料价差_ZCJC" + }, + { + "CostItem": "安装费_AZF" + }, + { + "CostItem": "施工机械使用费_JXF" + }, + { + "CostItem": "材料价差_CJC" + }, + { + "CostItem": "税金_FFS" + }, + { + "CostItem": "编制年价差_机械价差_JJC" + }, + { + "CostItem": "安全文明施工费_BZF" + }, + { + "CostItem": "设备费_SBF" 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+ } + ] + } + ] + }, + { + "ProjectDivisionItem": "绝缘子串及金具安装", + "children": [ + { + "CostSet": "{958D2D6A-555C-4F25-B9B0-90098F585480}" + }, + { + "ProjectDivisionItem": "耐张绝缘子串及金具安装", + "children": [ + { + "CostSet": "{3D84FDE3-5F3E-48BF-A134-2F1F41B09983}", + "children": [ + { + "CostItem": "企业管理费_GLF" + }, + { + "CostItem": "利润_FFR" + }, + { + "CostItem": "冬雨季施工增加费_DYF" + }, + { + "CostItem": "编制年价差_材料价差_CJC" + }, + { + "CostItem": "夜间施工增加费_YSF" + }, + { + "CostItem": "编制年价差_装置性材料价差_ZCJC" + }, + { + "CostItem": "安装费_AZF" + }, + { + "CostItem": "施工机械使用费_JXF" + }, + { + "CostItem": "材料价差_CJC" + }, + { + "CostItem": "税金_FFS" + }, + { + "CostItem": "编制年价差_机械价差_JJC" + }, + { + "CostItem": "安全文明施工费_BZF" + }, + { + "CostItem": "设备费_SBF" + }, + { + "CostItem": "编制基准期价差_JC" + }, + { + "CostItem": "装置性材料费_ZZCF" + }, + { + "CostItem": "装置性材料价差_ZCJC" + }, + { + "CostItem": "施工机构迁移费_ZYF" + }, + { + "CostItem": "编制年价差_合计_HJ" + }, + { + "CostItem": "规费_GF" + }, + { + "CostItem": "直接工程费_FFZ1" + }, 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"CostItem": "材料费_CLF" + }, + { + "CostItem": "社会保险费_BZHF" + }, + { + "CostItem": "措施费_FFZ2" + } + ] + }, + { + "ProjectQuantity": "双联耐张" + }, + { + "ProjectQuantity": "双联耐张" + }, + { + "ProjectQuantity": "耐张转角杆塔导线挂线及绝缘子串安装 220kV 双分裂", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "导电脂" + }, + { + "MaterialOrEquipment": "棉纱头" + }, + { + "MaterialOrEquipment": "机动绞磨 3t以内" + }, + { + "MaterialOrEquipment": "机动液压压接机 200t以内" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "防振锤 双分裂", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "铝包带 1mm×10mm" + }, + { + "MaterialOrEquipment": "铅油" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "导线间隔棒 双分裂", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "铝包带 1mm×10mm" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "软跳线制作及安装 220kV 双分裂", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "清洗剂" + }, + { + "MaterialOrEquipment": "导电脂" + }, + { + "MaterialOrEquipment": "白布" + }, + { + "MaterialOrEquipment": "棉纱头" + }, + { + "MaterialOrEquipment": "麻袋片" + }, + { + "MaterialOrEquipment": "机动绞磨 3t以内" + }, + { + "MaterialOrEquipment": "机动液压压接机 200t以内" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 5t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "线路 间隔棒" + }, + { + "ProjectQuantity": "地线耐张串" + }, + { + "ProjectQuantity": "导线防振锤" + }, + { + "ProjectQuantity": "线路 间隔棒" + }, + { 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"直线(直线换位、直线转角)杆塔绝缘子串悬挂安装 220kV I型双联串(跳线串)", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "棉纱头" + }, + { + "MaterialOrEquipment": "机动绞磨 3t以内" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "直线(直线换位、直线转角)杆塔绝缘子串悬挂安装 220kV I型双联串(悬垂串)", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "棉纱头" + }, + { + "MaterialOrEquipment": "机动绞磨 3t以内" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "导线缠绕预绞丝线夹安装 直线(直线换位、直线转角)杆塔 220kV 双分裂", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 5t" + } + ] + }, + { + "ProjectQuantity": "跳线串" + }, + { + "ProjectQuantity": "跳线串" + }, + { + "ProjectQuantity": "悬垂双串" + }, + { + "ProjectQuantity": "线路电瓷 玻璃绝缘子" + }, + { + "ProjectQuantity": "悬垂Ⅰ串" + }, + { + "ProjectQuantity": "线路电瓷 玻璃绝缘子" + }, + { + "ProjectQuantity": "线路 接续管(钢芯铝绞线用)" + }, + { + "ProjectQuantity": "线路 修补管" + } + ] + } + ] + } + ] + }, + { + "ProjectDivisionItem": "辅助工程", + "children": [ + { + "CostSet": "{328859FB-E551-4EC3-A4CD-2D9052D77699}" + }, + { + "ProjectDivisionItem": "尖峰、施工基面土石方工程", + "children": [ + { + "CostSet": "{52BB4E2C-BCF0-43EB-8D3E-F1B1E85D59A5}", + "children": [ + { + "CostItem": "企业管理费_GLF" + }, + { + "CostItem": "利润_FFR" + }, + { + "CostItem": "冬雨季施工增加费_DYF" + }, + { + "CostItem": "编制年价差_材料价差_CJC" + }, + { + "CostItem": "夜间施工增加费_YSF" + }, + { + "CostItem": "编制年价差_装置性材料价差_ZCJC" + }, + { + "CostItem": "安装费_AZF" + }, + { + "CostItem": "施工机械使用费_JXF" + }, + { + "CostItem": "材料价差_CJC" + }, + { + "CostItem": "税金_FFS" + }, + { + "CostItem": "编制年价差_机械价差_JJC" + }, + { + "CostItem": "安全文明施工费_BZF" + }, + { + "CostItem": "设备费_SBF" + }, + { + "CostItem": "编制基准期价差_JC" 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"children": [ + { + "CostSet": "{FA9774AC-96C7-4F38-95BB-2C705B3DA1A3}" + }, + { + "ProjectDivisionItem": "护坡、挡土墙及排洪沟材料工地运输", + "children": [ + { + "CostSet": "{CD9D81E2-DBF4-4672-84D8-D2D872C0B167}", + "children": [ + { + "CostItem": "企业管理费_GLF" + }, + { + "CostItem": "利润_FFR" + }, + { + "CostItem": "冬雨季施工增加费_DYF" + }, + { + "CostItem": "编制年价差_材料价差_CJC" + }, + { + "CostItem": "夜间施工增加费_YSF" + }, + { + "CostItem": "编制年价差_装置性材料价差_ZCJC" + }, + { + "CostItem": "安装费_AZF" + }, + { + "CostItem": "施工机械使用费_JXF" + }, + { + "CostItem": "材料价差_CJC" + }, + { + "CostItem": "税金_FFS" + }, + { + "CostItem": "编制年价差_机械价差_JJC" + }, + { + "CostItem": "安全文明施工费_BZF" + }, + { + "CostItem": "设备费_SBF" + }, + { + "CostItem": "编制基准期价差_JC" + }, + { + "CostItem": "装置性材料费_ZZCF" + }, + { + "CostItem": "装置性材料价差_ZCJC" + }, + { + "CostItem": "施工机构迁移费_ZYF" + }, + { + "CostItem": "编制年价差_合计_HJ" + }, + { + "CostItem": "规费_GF" + }, + { + "CostItem": "直接工程费_FFZ1" + }, + { + "CostItem": "{CD9D81E2-DBF4-4672-84D8-D2D872C0B167}_" 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}, + { + "CostItem": "措施费_FFZ2" + } + ] + }, + { + "ProjectQuantity": "人力运输 其他建筑安装材料", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + } + ] + }, + { + "ProjectQuantity": "汽车运输 其他建筑安装材料 装卸", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 5t" + } + ] + }, + { + "ProjectQuantity": "汽车运输 其他建筑安装材料 运输", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 5t" + } + ] + } + ] + }, + { + "ProjectDivisionItem": "护坡、挡土墙及排洪沟土石方工程", + "children": [ + { + "CostSet": "{3ED6E244-1C39-4358-8784-8221694E78DF}", + "children": [ + { + "CostItem": "企业管理费_GLF" + }, + { + "CostItem": "利润_FFR" + }, + { + "CostItem": "冬雨季施工增加费_DYF" + }, + { + "CostItem": "编制年价差_材料价差_CJC" + }, + { + "CostItem": "夜间施工增加费_YSF" + }, + { + "CostItem": "编制年价差_装置性材料价差_ZCJC" + }, + { + "CostItem": 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"CostItem": "特殊地区施工增加费_TDF" + }, + { + "CostItem": "编制年价差_线路编制基准期价差_JC" + }, + { + "CostItem": "甲供装置性材料价差_JZCJC" + }, + { + "CostItem": "机械价差_JJC" + }, + { + "CostItem": "{3ED6E244-1C39-4358-8784-8221694E78DF}_" + }, + { + "CostItem": "主材费_ZCF" + }, + { + "CostItem": "总计_ZJ" + }, + { + "CostItem": "间接费_FFJ" + }, + { + "CostItem": "虚节点" + }, + { + "CostItem": "虚节点" + }, + { + "CostItem": "合计_HJ" + }, + { + "CostItem": "甲供设备含税价_SBJ" + }, + { + "CostItem": "住房公积金_GJJ" + }, + { + "CostItem": "材料费_CLF" + }, + { + "CostItem": "社会保险费_BZHF" + }, + { + "CostItem": "措施费_FFZ2" + } + ] + }, + { + "ProjectQuantity": "排水沟挖方（或爆破） 普通土", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + } + ] + }, + { + "ProjectQuantity": "排水沟挖方（或爆破） 坚土", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + } + ] + }, + { + "ProjectQuantity": "排水沟挖方（或爆破） 松砂石", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + } + ] + }, + { + "ProjectQuantity": "排水沟挖方（或爆破） 泥水", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + } + ] + }, + { + "ProjectQuantity": "排水沟挖方（或爆破） 岩石 人工开凿", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "焦炭" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + } + ] + }, + { + "ProjectDivisionItem": "护坡、挡土墙及排洪沟砌筑", + "children": [ + { + "CostSet": "{9C1646F5-2991-437E-A50D-BE37E5E0C645}", + "children": [ + { + "CostItem": "企业管理费_GLF" + }, + { + "CostItem": "利润_FFR" + }, + { + "CostItem": "冬雨季施工增加费_DYF" + }, + { + "CostItem": "编制年价差_材料价差_CJC" + }, + { + "CostItem": "夜间施工增加费_YSF" + }, 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"MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 每个基础混凝土量5m?以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "枕木 160×220×2500" + }, + { + "MaterialOrEquipment": "通用钢模板" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "草袋" + }, + { + "MaterialOrEquipment": "滚筒式混凝土搅拌机(电动式) 出料容量250L" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 每个基础混凝土量5m?以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "枕木 160×220×2500" + }, + { + "MaterialOrEquipment": "通用钢模板" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "草袋" + }, + { + "MaterialOrEquipment": "滚筒式混凝土搅拌机(电动式) 出料容量250L" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 每个基础混凝土量5m?以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "枕木 160×220×2500" + }, + { + "MaterialOrEquipment": "通用钢模板" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "草袋" + }, + { + "MaterialOrEquipment": "滚筒式混凝土搅拌机(电动式) 出料容量250L" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 每个基础混凝土量10m?以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "枕木 160×220×2500" + }, + { + "MaterialOrEquipment": "通用钢模板" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "草袋" + }, + { + "MaterialOrEquipment": "滚筒式混凝土搅拌机(电动式) 出料容量400L" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 每个基础混凝土量10m?以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "枕木 160×220×2500" + }, + { + "MaterialOrEquipment": "通用钢模板" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "草袋" + }, + { + "MaterialOrEquipment": "滚筒式混凝土搅拌机(电动式) 出料容量400L" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 每个基础混凝土量10m?以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "枕木 160×220×2500" + }, + { + "MaterialOrEquipment": "通用钢模板" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "草袋" + }, + { + "MaterialOrEquipment": "滚筒式混凝土搅拌机(电动式) 出料容量400L" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 每个基础混凝土量20m?以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "枕木 160×220×2500" + }, + { + "MaterialOrEquipment": "通用钢模板" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "草袋" + }, + { + "MaterialOrEquipment": "滚筒式混凝土搅拌机(电动式) 出料容量400L" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 每个基础混凝土量20m?以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "枕木 160×220×2500" + }, + { + "MaterialOrEquipment": "通用钢模板" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "草袋" + }, + { + "MaterialOrEquipment": "滚筒式混凝土搅拌机(电动式) 出料容量400L" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 每个基础混凝土量40m?以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "枕木 160×220×2500" + }, + { + "MaterialOrEquipment": "通用钢模板" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "草袋" + }, + { + "MaterialOrEquipment": "滚筒式混凝土搅拌机(电动式) 出料容量400L" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 每个基础混凝土量40m?以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "枕木 160×220×2500" + }, + { + "MaterialOrEquipment": "通用钢模板" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "草袋" + }, + { + "MaterialOrEquipment": "滚筒式混凝土搅拌机(电动式) 出料容量400L" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "混凝土搅拌及浇制 保护帽", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "圆钉" + }, + { + "MaterialOrEquipment": "复合木模板" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + }, + { + "ProjectQuantity": "钻孔灌注桩基础 商品混凝土浇制 孔深10m以内", + "children": [ + { + "MaterialOrEquipment": "输电普通工" + }, + { + "MaterialOrEquipment": "输电技术工" + }, + { + "MaterialOrEquipment": "扒钉" + }, + { + "MaterialOrEquipment": "镀锌铁丝" + }, + { + "MaterialOrEquipment": "木模板" + }, + { + "MaterialOrEquipment": "电动单筒慢速卷扬机 30kN" + }, + { + "MaterialOrEquipment": "混凝土振捣器(插入式)" + }, + { + "MaterialOrEquipment": "污水泵 出口直径 Φ70" + }, + { + "MaterialOrEquipment": "机动绞磨 3t以内" + }, + { + "MaterialOrEquipment": "输电专用载重汽车 4t" + }, + { + "MaterialOrEquipment": "其他材料费" + } + ] + } + ] + } + ] + } + ] + } + ] + } + ] + } + ] + } + ] + }, + { + "CostSet": "安装工程", + "children": [ + { + "CostSet": "安装" + } + ] + } +] \ No newline at end of file diff --git a/langchain_neo4j.py b/langchain_neo4j.py new file mode 100644 index 0000000..1f6aae9 --- /dev/null +++ b/langchain_neo4j.py @@ -0,0 +1,577 @@ +from langchain.chains import LLMChain +from langchain_openai import OpenAI +from langchain_experimental.utilities import PythonREPL +from project_implementation import ProjectBuilder +from prompt_templates import FUNCTION_CALL_PROMPT +import inspect +import project +import io +import sys +from parameter_rewriting import rewrite_query_parameters, KnowledgeGraphProcessor +import json +from langchain.agents import Tool, AgentExecutor, create_react_agent +from langchain.prompts import PromptTemplate + +from llm import llm + + +# 获取ProjectTookiIt类的方法定义 +def get_project_class_methods(): + """ + 从project模块中提取ProjectTookiIt类的方法定义 + + Returns: + str: 格式化后的方法定义字符串 + """ + project_class_code = inspect.getsource(project.ProjectTookiIt) + + lines = project_class_code.split("\n") + result_lines = [] + + in_class = False + skip_init = False + + for line in lines: + if line.strip().startswith("class ProjectTookiIt"): + in_class = True + result_lines.append(line) + elif in_class: + if line.strip().startswith("def __init__"): + skip_init = True + elif skip_init and line.strip() and not line.startswith(" " * 8): + skip_init = False + + if not skip_init: + result_lines.append(line) + + return "\n".join(result_lines) + + +# 创建动态提示模板 +project_class_methods = get_project_class_methods() + +# 创建 Chain +function_call_chain = LLMChain(llm=llm, prompt=FUNCTION_CALL_PROMPT, output_key="code") + +# Python 执行器 +repl = PythonREPL() + +# 创建知识图谱处理器实例 +kg_processor = KnowledgeGraphProcessor() + + +# 定义搜索知识库的工具 +def search_knowledge_base(query): + """ + 在知识库中搜索关键词 + + Args: + query (str): 搜索关键词 + + Returns: + str: 搜索结果的JSON字符串 + """ + found_data = kg_processor._search_in_kg(query) + if found_data: + return json.dumps(found_data, ensure_ascii=False, indent=2) + else: + return f"未找到与'{query}'相关的信息" + + +# 定义获取节点定义的工具 +def get_node_definition(node_type): + """ + 获取节点类型的定义 + + Args: + node_type (str): 节点类型名称 + + Returns: + str: 节点类型定义 + """ + definition = kg_processor._get_node_definition(node_type) + return definition + + +# 创建工具列表 +tools = [ + Tool( + name="search_knowledge_base", + func=search_knowledge_base, + description="在知识库中搜索关键词，返回相关信息。输入应该是一个搜索关键词。", + ), + Tool( + name="get_node_definition", + func=get_node_definition, + description="获取节点类型的定义，返回类型定义代码。输入应该是一个节点类型名称。", + ), +] + +# 创建Agent +agent = create_react_agent(llm, tools, FUNCTION_CALL_PROMPT) + +# 创建Agent执行器 +agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True, handle_parsing_errors=True) + + +def nl_query_to_function_call(input_data): + """ + 将自然语言查询转换为函数调用并执行，或直接执行提供的代码 + + Args: + input_data (dict): 包含type和value的字典 + { + "type": "query|code", + "value": "查询内容或代码" + } + + Returns: + dict: 包含状态码、消息和数据的字典 + """ + input_type = input_data.get("type", "query") + input_value = input_data.get("value", "") + max_retries = 1 # 设置最大重试次数 + current_retry = 0 + + original_query = input_value # 保存原始查询用于RAG + + print(f"\n====== 开始处理查询 ======") + print(f"查询类型: {input_type}") + print(f"查询内容: {input_value}") + + while current_retry <= max_retries: + print(f"\n----- 尝试 #{current_retry + 1} -----") + + # 如果type是query，使用LLM生成代码 + if input_type == "query" and current_retry == 0: + # 从查询中提取关键部分 + import re + + # 提取【】中的内容 + path_parts = re.findall(r"【([^】]+)】", input_value) + + # 创建临时代码 + temp_code = f'search("{input_value}")' + + # 对于每个路径，只添加最后一个部分 + for part in path_parts: + if "/" in part: + # 提取路径中的最后一个部分 + last_part = part.split("/")[-1].strip() + if last_part: + temp_code += f'\nsearch("{last_part}")' + else: + # 如果没有/，直接使用整个部分 + temp_code += f'\nsearch("{part}")' + + # 获取知识库内容和节点定义 + knowledge_base, node_definitions = kg_processor._get_relevant_knowledge(temp_code) + + # 使用Agent执行查询 + agent_response = agent_executor.invoke( + { + "query": input_value, + "project_class_methods": project_class_methods, + "KnowledgeBase": knowledge_base, + "NodeDefinition": node_definitions, + } + ) + + # 从Agent响应中提取代码 + code = agent_response["output"] + print(f"\n生成的代码:\n{code}") + else: + print(f"\n使用重写后的代码:\n{input_value}") + code = input_value + + # 保存原始代码用于返回 + original_code = code + + # 执行生成的函数并捕获输出 + try: + # 创建一个新的命名空间来执行代码，包含必要的导入 + namespace = { + "ProjectBuilder": ProjectBuilder, # 添加ProjectBuilder到命名空间 + "project_implementation": __import__("project_implementation"), + "project": __import__("project"), + } + + # 执行生成的代码，定义neo4j_find_function函数 + exec(code, namespace) + + # 重定向stdout来捕获print输出 + old_stdout = sys.stdout + redirected_output = io.StringIO() + sys.stdout = redirected_output + + try: + # 执行函数 + print("\n执行代码...") + result = namespace["neo4j_find_function"]() + + # 获取捕获的输出 + output = redirected_output.getvalue().strip() + print(f"\n原始输出:\n{output}") + + # 检查结果是否为空 + is_empty_result = ( + not output + or output.lower() == "none" + or output == "[]" + or "未找到" in output + or "[]" in output + or "None" in output + or result is None + ) + + # 如果结果为空，走重写流程 + if is_empty_result: + print("\n查询未找到结果，尝试定位具体缺失节点...") + + # 解析原始查询路径中的最后一个节点名 + import re + + match = re.search(r"【([^】]+)】\s*$", original_query) + missing_node = match.group(1) if match else "未知节点" + + error_info = { + "error_type": "NodeNotFoundError", + "error_message": f"{missing_node} 未找到，请检查该节点是否存在。", + "missing_node": missing_node, + "original_query": original_query, + "executed_code": original_code, + } + + print("结构化错误信息：") + print(json.dumps(error_info, ensure_ascii=False, indent=2)) + + if current_retry < max_retries: + print("\n尝试使用RAG重写查询...") + try: + # 使用RAG重写查询和代码，并传递错误信息 + rewritten = rewrite_query_parameters(original_query, original_code, error_info) + + print(f"\nRAG重写结果: {json.dumps(rewritten, ensure_ascii=False, indent=2)}") + + # 更新查询和代码 + if "query" in rewritten and "code" in rewritten and rewritten["code"] != original_code: + print("\nRAG重写成功，使用新代码重试...") + input_value = rewritten["code"] # 直接使用重写后的代码 + input_type = "code" # 切换到代码模式 + current_retry += 1 + continue # 继续下一次循环 + else: + print("\nRAG重写未产生新代码，返回原始错误") + except Exception as e: + print(f"\nRAG重写失败: {e}") + # 记录错误但继续执行 + + # RAG重写失败或未产生新代码，返回原始错误 + query_status = ( + "第一次查询失败，RAG重写也失败" + if current_retry == 0 + else f"第{current_retry+1}次查询失败，RAG重写也失败" + ) + print(f"\n{query_status}") + return { + "code": 1, + "message": f"{missing_node} 未找到，请检查该节点是否存在。", + "data": {"value": "", "code": original_code}, + "error_info": error_info, + "query_status": query_status, + } + + # 清理输出，只保留有用的结果部分 + clean_output = output + + # 如果输出包含查询结果数量和对象引用 + if "查询结果数量:" in output and "", output, re.DOTALL) + if node_match: + props_str = node_match.group(1).replace("'", '"') + try: + import ast + + props = ast.literal_eval(props_str) + clean_output = json.dumps(props, ensure_ascii=False, indent=2) + except: + pass + + # 如果有查询结果数量信息 + count_match = re.search(r"查询结果数量: (\d+)", output) + if count_match: + count = count_match.group(1) + if count == "0": + clean_output = "未找到匹配的数据。" + is_empty_result = True + elif not node_match: # 如果没有提取到节点属性但有结果 + clean_output = f"找到 {count} 条匹配结果" + + # 检查结果对象 + if result is not None: + if isinstance(result, list): + if not result: # 空列表 + is_empty_result = True + else: + # 处理非空列表 + formatted_items = [] + for item in result: + if hasattr(item, "__dict__"): + # 提取对象的所有属性 + attrs = {k: v for k, v in item.__dict__.items() if not k.startswith("_")} + formatted_items.append(attrs) + else: + formatted_items.append(str(item)) + + if not is_empty_result: # 只有在不是空结果时才返回成功 + query_status = ( + "第一次查询成功" + if current_retry == 0 + else f"第{current_retry+1}次查询成功(RAG重写后)" + ) + print(f"\n{query_status}") + return { + "code": 0, + "message": "成功", + "data": { + "value": json.dumps(formatted_items, ensure_ascii=False, indent=2), + "code": original_code, + }, + "query_status": query_status, + } + elif hasattr(result, "__dict__"): + # 单个对象 + attrs = {k: v for k, v in result.__dict__.items() if not k.startswith("_")} + + if not is_empty_result: # 只有在不是空结果时才返回成功 + query_status = ( + "第一次查询成功" if current_retry == 0 else f"第{current_retry+1}次查询成功(RAG重写后)" + ) + print(f"\n{query_status}") + return { + "code": 0, + "message": "成功", + "data": { + "value": json.dumps(attrs, ensure_ascii=False, indent=2), + "code": original_code, + }, + "query_status": query_status, + } + + # 如果没有对象属性但有清理后的输出，且不是空结果 + if ( + clean_output + and clean_output.lower() != "none" + and clean_output != "[]" + and "未找到" not in clean_output + and not is_empty_result + ): + query_status = ( + "第一次查询成功" if current_retry == 0 else f"第{current_retry+1}次查询成功(RAG重写后)" + ) + print(f"\n{query_status}") + return { + "code": 0, + "message": "成功", + "data": {"value": clean_output, "code": original_code}, + "query_status": query_status, + } + + finally: + # 恢复stdout + sys.stdout = old_stdout + + except Exception as e: + import traceback + + error_details = traceback.format_exc() + print(f"\n执行代码时出错: {error_details}") + + # 如果走到这里，说明结果为空或未找到匹配项，应该执行RAG重写流程 + print("\n查询未找到结果，尝试定位具体缺失节点...") + + # 解析原始查询路径中的最后一个节点名 + import re + + match = re.search(r"【([^】]+)】\s*$", original_query) + missing_node = match.group(1) if match else "未知节点" + + error_info = { + "error_type": "NodeNotFoundError", + "error_message": f"{missing_node} 未找到，请检查该节点是否存在。", + "missing_node": missing_node, + "original_query": original_query, + "executed_code": original_code, + } + + print("结构化错误信息：") + print(json.dumps(error_info, ensure_ascii=False, indent=2)) + + if current_retry < max_retries: + print("\n尝试使用RAG重写查询...") + try: + # 使用RAG重写查询和代码，并传递错误信息 + rewritten = rewrite_query_parameters(original_query, original_code, error_info) + + print(f"\nRAG重写结果: {json.dumps(rewritten, ensure_ascii=False, indent=2)}") + + # 更新查询和代码 + if "query" in rewritten and "code" in rewritten and rewritten["code"] != original_code: + print("\nRAG重写成功，使用新代码重试...") + input_value = rewritten["code"] # 直接使用重写后的代码 + input_type = "code" # 切换到代码模式 + current_retry += 1 + continue # 继续下一次循环 + else: + print("\nRAG重写未产生新代码，返回原始错误") + except Exception as e: + print(f"\nRAG重写失败: {e}") + # 记录错误但继续执行 + + # RAG重写失败或未产生新代码，返回原始错误 + query_status = ( + "第一次查询失败，RAG重写也失败" + if current_retry == 0 + else f"第{current_retry+1}次查询失败，RAG重写也失败" + ) + print(f"\n{query_status}") + return { + "code": 1, + "message": f"{missing_node} 未找到，请检查该节点是否存在。", + "data": {"value": "", "code": original_code}, + "error_info": error_info, + "query_status": query_status, + } + + # 如果所有重试都失败 + print("\n所有重试都失败，无法找到匹配的结果") + query_status = "所有重试都失败" + return { + "code": 1, + "message": "所有重试都失败，无法找到匹配的结果", + "data": {"value": "", "code": original_code}, + "query_status": query_status, + } + + +def format_result(result): + """ + 格式化查询结果 + + Args: + result: 查询结果（可能为 list、dict 或其他类型） + + Returns: + str: 格式化后的结果 + """ + # 处理 project 对象 + if hasattr(result, "__module__") and result.__module__ == "project": + # 这是一个 project 模块中的对象 + attrs = {k: v for k, v in result.__dict__.items() if not k.startswith("_")} + return json.dumps(attrs, ensure_ascii=False, indent=2) + + # 处理 project 对象列表 + if isinstance(result, list) and all( + hasattr(item, "__module__") and item.__module__ == "project" for item in result if hasattr(item, "__module__") + ): + formatted_items = [] + for item in result: + if hasattr(item, "__dict__"): + attrs = {k: v for k, v in item.__dict__.items() if not k.startswith("_")} + formatted_items.append(attrs) + else: + formatted_items.append(str(item)) + + return json.dumps(formatted_items, ensure_ascii=False, indent=2) + + # 如果结果是字符串，可能包含调试信息，需要提取有用部分 + if isinstance(result, str): + # 尝试提取最终结果部分 + if "[]" in result: + return "未找到匹配的数据。" + + # 如果包含节点信息，提取关键部分 + import re + + node_match = re.search(r"找到.*?labels=.*?properties=(.*?)>", result) + if node_match: + try: + # 提取属性部分并格式化 + props_str = node_match.group(1).replace("'", '"') + import ast + + props = ast.literal_eval(props_str) + + formatted = "找到节点:\n" + for k, v in props.items(): + formatted += f" {k}: {v}\n" + return formatted + except: + pass + + # 如果包含查询结果数量 + count_match = re.search(r"查询结果数量: (\d+)", result) + if count_match: + count = count_match.group(1) + if count == "0": + return "未找到匹配的数据。" + + # 如果是列表 + if isinstance(result, list): + if not result: + return "未找到匹配的数据。" + + lines = [f"找到 {len(result)} 条匹配结果:"] + for i, item in enumerate(result, 1): + lines.append(f"\n结果 {i}:") + if hasattr(item, "items"): # 检查是否有items方法（字典或类似字典的对象） + try: + for k, v in item.items(): + lines.append(f" {k}: {v}") + except: + lines.append(f" {item}") + else: + lines.append(f" {item}") + return "\n".join(lines) + + # 如果是字典 + elif isinstance(result, dict): + lines = ["查询结果:"] + for k, v in result.items(): + lines.append(f" {k}: {v}") + return "\n".join(lines) + + # 其他类型 + else: + return str(result) + + +def format_dict_or_item(item): + """ + 格式化字典或其他对象 + + Args: + item: 字典或其他对象 + + Returns: + str: 格式化后的字符串 + """ + if isinstance(item, dict): + formatted = "" + for key, value in item.items(): + formatted += f" {key}: {value}\n" + return formatted + + return str(item) + + +question = { + "type": "query", + "value": "查找一下【工程数据/安装工程/安装/架空输电线路本体工程/杆塔工程/杆塔组立/铁塔、钢管杆组立】的类型为【主材】的【阿巴阿巴】", +} +result = nl_query_to_function_call(question) +print(result) diff --git a/llm.py b/llm.py new file mode 100644 index 0000000..8945722 --- /dev/null +++ b/llm.py @@ -0,0 +1,111 @@ +import requests +from typing import Any, Dict, List, Optional +from langchain_core.language_models import BaseLLM +from langchain_core.callbacks import CallbackManagerForLLMRun +from langchain_core.outputs import LLMResult, Generation +from openai import OpenAI +import httpx +import logging + + +# class OpenAiLLM: + +# def __init__(self, url, api_key, model_name): +# self._api_key = api_key +# self._url = url +# self._model = model_name + +# def generate(self, prompt): + +# client = OpenAI(api_key=self._api_key, base_url=self._url) + +# try: +# # 创建 Completion 请求 +# completion = client.chat.completions.create( +# model=self._model, +# messages=[ +# {"role": "system", "content": "You are a helpful assistant"}, +# {"role": "user", "content": prompt} +# ], +# timeout=httpx.Timeout(300.0), +# temperature=0.7, +# ) +# return completion.choices[0].message.content +# except Exception as e: +# logging.error(f"LLM调用出错: {e}") +# return f"模型调用失败: {str(e)}" + + +# llm = OpenAiLLM( +# url="http://172.20.0.145:9995/v1", +# api_key="xxx", +# model_name="deepseek-r1-distill-qwen2.5-32b", +# ) + + +class Embedding: + def __init__(self, url, api_key, model_name): + self._api_key = api_key + self._url = url + self._model = model_name + + def embed(self, text): + # 使用OpenAI客户端 + client = OpenAI(api_key=self._api_key, base_url=self._url) + + try: + # 调用embeddings API + response = client.embeddings.create(model=self._model, input=text, timeout=httpx.Timeout(60.0)) + # 返回嵌入向量 + return response.data[0].embedding + except Exception as e: + logging.error(f"嵌入模型调用出错: {e}") + raise RuntimeError(f"嵌入请求失败: {str(e)}") + + +embedding = Embedding(url="http://10.1.16.39:9995/v1", api_key="xxx", model_name="bge-m3") + + +class SiliconFlowLLM(BaseLLM): + """自定义硅基流动大模型调用类""" + + api_url: str + api_key: str + model: str + + def _generate( + self, + prompts: List[str], + stop: Optional[List[str]] = None, + run_manager: Optional[CallbackManagerForLLMRun] = None, + **kwargs: Any, + ) -> LLMResult: + from langchain_core.outputs import Generation, LLMResult + + generations = [] + for prompt in prompts: + try: + headers = {"Authorization": f"Bearer {self.api_key}", "Content-Type": "application/json"} + payload = { + "model": self.model, + "messages": [{"role": "user", "content": prompt}], + } + response = requests.post(self.api_url, json=payload, headers=headers) + response.raise_for_status() + text = response.json()["choices"][0]["message"]["content"] + generations.append([Generation(text=text)]) + except Exception as e: + raise Exception(f"调用硅基流动API失败: {str(e)}") + + return LLMResult(generations=generations) + + @property + def _llm_type(self) -> str: + return "siliconflow" + + +llm = SiliconFlowLLM( + api_url="https://api.siliconflow.cn/v1/chat/completions", + api_key="sk-bbeamiumkouptsrueilgufqqyuumelcsivxwjbdugqwsqhwj", + model="Qwen/Qwen2.5-72B-Instruct", +) diff --git a/main.py b/main.py new file mode 100644 index 0000000..8f07346 --- /dev/null +++ b/main.py @@ -0,0 +1,46 @@ +from langchain_neo4j import nl_query_to_function_call + + +def main(): + + input_str = "杆塔总基数" + + import json + + # 打开并读取 JSON 文件 + with open("./data/data.json", "r", encoding="utf-8") as f: + json_data = json.load(f) + + temp_result = None + for item in json_data: + if item["指标名称"] == input_str: + temp_result = item + break + + if temp_result: + if temp_result["code"] == "": + question = { + "type": "query", + "value": temp_result["指标描述"], + } + result = nl_query_to_function_call(question) + + if result["message"] == "成功": + code_result = result["data"]["code"] + temp_result["code"] = code_result + with open("./data/data.json", "w", encoding="utf-8") as f: + json.dump(json_data, f, ensure_ascii=False, indent=4) + print(f"已更新 code 字段") + else: + question = { + "type": "code", + "value": temp_result["code"], + } + result = nl_query_to_function_call(question) + else: + pass + + +# 示例使用 +if __name__ == "__main__": + main() diff --git a/parameter_rewriting.py b/parameter_rewriting.py new file mode 100644 index 0000000..99609df --- /dev/null +++ b/parameter_rewriting.py @@ -0,0 +1,383 @@ +import json +import ast +import inspect + +from typing import Dict, Any, List, Optional, Union +from langchain.agents import Tool, initialize_agent, AgentType +from langchain.chat_models import ChatOpenAI +from langchain.prompts import PromptTemplate +from langchain.schema import BaseOutputParser +from langchain.schema import BaseRetriever +from langchain.callbacks.manager import CallbackManagerForRetrieverRun +from langchain.schema import Document +from langchain.chains import LLMChain +from langchain.llms.base import BaseLLM + +from prompt_templates import FUNCTION_RETURNS_LOOP_PROMPT +from llm import llm as base_llm +import project # 明确导入project模块 + + +class CodeOnlyOutputParser(BaseOutputParser): + def parse(self, text: str) -> dict: + if "Final Answer:" in text: + code_part = text.split("Final Answer:")[-1].strip() + else: + code_part = text.strip() + + return {"code": code_part} + + def get_format_instructions(self) -> str: + return "只输出最终的Python代码，不要包含其他解释或内容。" + + +class KnowledgeGraphProcessor: + """知识图谱处理器""" + + def __init__(self, kg_file="kg_simple_hierarchy.json"): + """初始化处理器""" + self.kg_data = self._load_kg_data(kg_file) + self.prompt = FUNCTION_RETURNS_LOOP_PROMPT + + def _load_kg_data(self, file_path: str) -> Dict[str, Any]: + """加载知识图谱数据""" + try: + with open(file_path, "r", encoding="utf-8") as f: + return json.load(f) + except FileNotFoundError: + print(f"警告: 未找到 {file_path} 文件") + return {} + except Exception as e: + print(f"加载知识图谱数据时出错: {e}") + return {} + + def _extract_parameters_from_code(self, code: str) -> List[str]: + """从代码中提取字符串参数""" + try: + tree = ast.parse(code) + parameters = [] + + for node in ast.walk(tree): + if isinstance(node, ast.Str): + parameters.append(node.s) + elif isinstance(node, ast.Constant) and isinstance(node.value, str): + parameters.append(node.value) + + return parameters + except Exception as e: + print(f"解析代码时出错: {e}") + return [] + + def _find_node_by_path(self, path: str, data: Union[Dict[str, Any], List[Any]] = None) -> Optional[Dict[str, Any]]: + """ + 根据路径查找节点 + + Args: + path: 节点路径，格式如 "工程数据/安装过程/安装/架空输电线路本体工程/杆塔工程" + data: 当前数据节点 + + Returns: + 找到的节点及其子节点 + """ + if data is None: + data = self.kg_data + + path_parts = path.split("/") + current_part = path_parts[0] + + # 如果data是列表，则遍历列表中的每个元素 + if isinstance(data, list): + for item in data: + result = self._find_node_by_path(path, item) + if result: + return result + return None + + # 如果data是字典，则按原来的逻辑处理 + if isinstance(data, dict): + # 检查当前节点是否匹配 + found_node = None + for key, value in data.items(): + if isinstance(value, str) and current_part in value: + found_node = data + break + + # 如果在当前层级找到了节点 + if found_node: + # 如果还有更深的路径部分，则继续递归查找 + if len(path_parts) > 1: + # 查找子节点 + if "children" in found_node: + for child in found_node["children"]: + result = self._find_node_by_path("/".join(path_parts[1:]), child) + if result: + return result + return None + else: + # 已经找到最终节点 + return found_node + + # 如果当前层级没找到，则查找子节点 + if "children" in data: + for child in data["children"]: + result = self._find_node_by_path(path, child) + if result: + return result + + return None + + def _search_in_kg(self, parameter: str, data: Union[Dict[str, Any], List[Any]] = None) -> Optional[Dict[str, Any]]: + """在知识图谱中递归搜索参数""" + # 先尝试按路径查找 + if "/" in parameter: + result = self._find_node_by_path(parameter) + if result: + return result + + # 如果路径查找失败，则按关键词搜索 + if data is None: + data = self.kg_data + + # 如果是列表，遍历每个元素 + if isinstance(data, list): + for item in data: + if isinstance(item, (dict, list)): + result = self._search_in_kg(parameter, item) + if result: + return result + return None + + # 如果是字典，按原来的逻辑处理 + if isinstance(data, dict): + for key, value in data.items(): + if isinstance(value, str) and parameter in value: + return data + elif isinstance(value, list): + for item in value: + if isinstance(item, (dict, list)): + result = self._search_in_kg(parameter, item) + if result: + return result + elif isinstance(value, dict): + result = self._search_in_kg(parameter, value) + if result: + return result + + return None + + def _get_node_definition(self, node_type: str) -> str: + """获取节点类型定义""" + try: + # 检查project模块中是否存在该类 + if hasattr(project, node_type): + cls = getattr(project, node_type) + source = inspect.getsource(cls) + return source + else: + return f"未找到类型 {node_type} 的定义" + except NameError: + return f"获取类型 {node_type} 定义时出错: project模块未正确导入" + except Exception as e: + return f"获取类型 {node_type} 定义时出错: {e}" + + def _extract_node_types(self, data: Dict[str, Any], node_types: set): + """递归提取所有节点类型""" + if not isinstance(data, dict): + return + + for key, value in data.items(): + # 所有键都可能是节点类型 + node_types.add(key) + + if isinstance(value, dict): + self._extract_node_types(value, node_types) + elif isinstance(value, list): + for item in value: + if isinstance(item, dict): + self._extract_node_types(item, node_types) + + def _get_relevant_knowledge(self, code: str) -> tuple[str, str]: + """根据代码获取相关知识库内容和节点定义""" + parameters = self._extract_parameters_from_code(code) + + knowledge_base = "" + node_definitions = "" + + for param in parameters: + # 处理【】格式的路径，提取最后一个部分 + if "【" in param: + path_parts = [] + parts = param.split("【") + for part in parts: + if "】" in part: + clean_part = part.split("】")[0].strip() + if clean_part: + path_parts.append(clean_part) + + # 对于每个路径，只取最后一个部分 + for path in path_parts: + if "/" in path: + # 提取路径中的最后一个部分 + last_part = path.split("/")[-1].strip() + if last_part: + found_data = self._search_in_kg(last_part) + if found_data: + knowledge_base += f"节点 '{last_part}' 相关信息:\n" + knowledge_base += json.dumps(found_data, ensure_ascii=False, indent=2) + "\n\n" + + # 提取节点类型 + node_types = set() + self._extract_node_types(found_data, node_types) + + for node_type in node_types: + definition = self._get_node_definition(node_type) + if definition and "未找到" not in definition and "出错" not in definition: + node_definitions += f"类型 {node_type} 定义:\n{definition}\n\n" + else: + # 如果没有/，直接使用整个部分 + found_data = self._search_in_kg(path) + if found_data: + knowledge_base += f"节点 '{path}' 相关信息:\n" + knowledge_base += json.dumps(found_data, ensure_ascii=False, indent=2) + "\n\n" + + # 提取节点类型 + node_types = set() + self._extract_node_types(found_data, node_types) + + for node_type in node_types: + definition = self._get_node_definition(node_type) + if definition and "未找到" not in definition and "出错" not in definition: + node_definitions += f"类型 {node_type} 定义:\n{definition}\n\n" + else: + # 处理普通参数 + found_data = self._search_in_kg(param) + if found_data: + knowledge_base += f"参数 '{param}' 相关信息:\n" + knowledge_base += json.dumps(found_data, ensure_ascii=False, indent=2) + "\n\n" + + # 提取节点类型 + node_types = set() + self._extract_node_types(found_data, node_types) + + for node_type in node_types: + definition = self._get_node_definition(node_type) + if definition and "未找到" not in definition and "出错" not in definition: + node_definitions += f"类型 {node_type} 定义:\n{definition}\n\n" + + return knowledge_base, node_definitions + + def process_query( + self, original_query: str, original_code: str, error_info: Dict[str, str] = None + ) -> Dict[str, str]: + """ + 处理查询并尝试修复错误 + + Args: + original_query: 原始查询字符串 + original_code: 原始代码字符串 + error_info: 错误信息字典 (可选) + + Returns: + Dict: 包含修改后的query和code的字典 + """ + print("\n====== RAG重写查询开始 ======") + print(f"原始查询: {original_query}") + print(f"原始代码: {original_code}") + print(f"错误信息: {error_info}") + + # 初始化工具 + tools = [ + Tool( + name="search_knowledge_base", + func=lambda x: json.dumps(self._search_in_kg(x), ensure_ascii=False), + description="用于在知识图谱中搜索节点信息", + ), + Tool( + name="get_node_definition", + func=lambda x: self._get_node_definition(x), + description="获取指定类型的节点定义", + ), + ] + + # 使用基础 LLM + llm = base_llm + + # 初始化 Agent + agent_executor = initialize_agent( + tools, + llm, + agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, + verbose=True, + handle_parsing_errors=True, + prompt=self.prompt, + output_parser=CodeOnlyOutputParser(), + ) + + # 构造输入变量 + knowledge_base, node_definitions = self._get_relevant_knowledge(original_code) + + print(f"知识库内容: {knowledge_base}") + print(f"节点定义: {node_definitions}") + + input_vars = { + "input": original_query, + "original_query": original_query, + "error_info": json.dumps(error_info, ensure_ascii=False) if error_info else "", + "original_code": original_code, + "KnowledgeBase": knowledge_base, + "NodeDefinition": node_definitions, + } + + print(f"Agent输入变量: {input_vars}") + + # 调用 Agent 执行 + response = agent_executor.invoke(input_vars) + + print(f"Agent响应: {response}") + + # 处理不同的返回格式 + if isinstance(response, dict): + if "output" in response: + if isinstance(response["output"], dict) and "code" in response["output"]: + return {"query": original_query, "code": response["output"]["code"]} + elif isinstance(response["output"], str): + return {"query": original_query, "code": response["output"]} + + # 如果无法解析，返回原始代码 + print(f"警告: 无法解析 Agent 响应，返回原始代码") + return {"query": original_query, "code": original_code} + + +# 全局处理器实例（延迟初始化） +_processor = None + + +def _get_processor(): + """获取处理器实例（单例模式）""" + global _processor + if _processor is None: + _processor = KnowledgeGraphProcessor() + return _processor + + +def rewrite_query_parameters( + original_query: str, original_code: str, error_info: Dict[str, str] = None +) -> Dict[str, str]: + """ + 重写查询参数的外部接口函数 + + Args: + original_query: 原始查询字符串 + original_code: 原始代码字符串 + error_info: 错误信息字典 (可选) + + Returns: + Dict: 包含修改后的query和code的字典 + + Example: + result = rewrite_query_parameters("查询动态费用", 'search_node("动态费用")') + print(result["query"]) # 修改后的查询 + print(result["code"]) # 修改后的代码 + """ + processor = _get_processor() + return processor.process_query(original_query, original_code, error_info) diff --git a/project copy.py b/project copy.py new file mode 100644 index 0000000..91a244b --- /dev/null +++ b/project copy.py @@ -0,0 +1,613 @@ +""" +软件知识图谱类定义 +根据Ontology_Layer.txt文件中的知识图谱信息创建 +""" + + +class ProjectTookiIt: + """ + 项目类 + 描述: 代表整个项目结构的顶层容器，包含项目划分集 + """ + + def __init__(self): + self.project_division_set = ProjectDivisionSet() # 项目划分集对象 + + def get_division_item_by_path(self, path): + """ + 通过路径获取项目划分对象 + + Args: + path (str): 以'/'分隔的多级项目划分名称路径 + + Returns: + ProjectDivisionItem|None: 对应的项目划分对象，如果路径不存在返回None，成功找到返回项目划分对象 + + Note: + 当路径为空字符串时，会返回None + """ + names = path.split("/") + if not names: + raise ValueError("路径不能为空") + + try: + current = self.project_division_set.get_division_item(names[0]) + except KeyError: + return None + + for name in names[1:]: + found = False + for child in current.children: + if child.项目名称 == name: + current = child + found = True + break + if not found: + return None + return current + + def get_quantities_by_paths(self, paths_str, quantity_type=None, keyword=None): + """ + 获取多个项目路径下的工程量对象 + + Args: + paths_str (str): 以'@@'分隔的多个项目路径字符串，每个路径以'/'分隔层级 + quantity_type (str): 工程量类型('定额'、'主材'、'设备'或None表示所有类型) + keyword (str): 工程量代码或名称中的关键字(可选) + + Returns: + list: 包含所有匹配的工程量对象的列表 + """ + paths = paths_str.split("@@") if paths_str else [] + results = [] + + for path in paths: + item = self.get_division_item_by_path(path.strip()) + if item is None: + continue + + def collect_quantities(node): + for quantity in node.get_quantities(): + # 检查类型匹配 + type_matched = True + if quantity_type: + if quantity_type == "定额" and not isinstance(quantity, Ration): + type_matched = False + elif quantity_type == "主材" and not isinstance(quantity, Material): + type_matched = False + elif quantity_type == "设备" and not isinstance(quantity, Equipment): + type_matched = False + + # 检查关键字匹配 + keyword_matched = True + if keyword: + keyword_matched = (keyword in (quantity.编码 or "")) or (keyword in (quantity.name or "")) + + if type_matched and keyword_matched: + results.append(quantity) + + for child in node.children: + collect_quantities(child) + + collect_quantities(item) + + return results + + +class ProjectDivisionSet: + """ + 项目划分集 + 描述: 代表projectDivision下的第一层键和第二层建，例如"安装工程"、"安装" + JSON对应: projectDivision下的直接键名，如"安装工程": {...}、"安装": [...] + """ + + def __init__(self): + self.category_name = None # xsd:string + self.division_items = {} # 存储项目划分项的字典，键为项目名称 + + def get_division_item(self, item_name): + """ + Get project division item by name + + Args: + item_name (str): The name of item to find + + Returns: + ProjectDivisionItem: The corresponding division item object + + Raises: + KeyError: When item name does not exist + """ + if item_name not in self.division_items: + raise KeyError(f'Item name "{item_name}" does not exist') + return self.division_items[item_name] + + # 工程属性查询方法 + @abstractmethod + def get_project_property_by_name(self, name): + """ + 通过名称获取工程属性 + + Args: + name (str): 工程属性名称 + + Returns: + str|None: 对应的工程属性值，如果不存在返回None + """ + pass + + @abstractmethod + def get_project_property_by_parent_and_name(self, parent_path, partial_name): + """ + 通过父节点路径和模糊名称获取工程属性 + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + partial_name (str): 目标节点的模糊或不完整名称 + + Returns: + dict: 包含所有匹配的工程属性的字典，键为属性名，值为属性值 + """ + pass + + +class ProjectDivisionItem: + """ + 项目划分项 + 描述: 代表项目结构中的层级条目，具有自身的属性，并且可以包含子项目划分项或详细工作项 + JSON对应: ProjectDivisionSet数组中的对象，或ProjectDivisionItem的children数组中type为"项目划分"的对象 + """ + + def __init__(self): + self.GUID = None # xsd:string + self.id = None # xsd:string + self.name = None # xsd:string + self.代码 = None # xsd:string (可选) + self.费率 = None # xsd:string + self.单位 = None # xsd:string (可选) + self.取费表id = None # xsd:string + self.颜色标记 = None # xsd:string + self.取费表 = None # xsd:string + self.合价含税 = None # xsd:string (可选) + self.type = None # xsd:string + self.专业类型 = None # xsd:string + self.资源库列表 = None # xsd:list (可选) + self.notCheck = None # xsd:string (可选) + self.children = [] # 存储子项目划分项的数组 + self.quantities = [] # 存储工程量对象的数组 + self.cost_set = None # xsd:CostSet + + def get_cost_set(self): + """ + 获取费用集对象 + + Returns: + CostSet: 关联的费用集对象 + """ + return self.cost_set + + def add_child(self, child_item): + """ + 添加子项目划分项 + + Args: + child_item (ProjectDivisionItem): 子项目对象 + + Raises: + ValueError: 当child_item不是ProjectDivisionItem类型时 + """ + if not isinstance(child_item, ProjectDivisionItem): + raise ValueError("child_item必须是ProjectDivisionItem类型") + self.children.append(child_item) + + def get_child(self, index): + """ + 根据索引获取子项目划分项 + + Args: + index (int): 子项目索引 + + Returns: + ProjectDivisionItem: 对应的子项目对象 + + Raises: + IndexError: 当索引超出范围时 + """ + if index < 0 or index >= len(self.children): + raise IndexError(f'索引"{index}"超出范围') + return self.children[index] + + def traverse(self, callback, depth=0): + """ + 遍历树形结构 + + Args: + callback (function): 回调函数，接收当前节点和深度作为参数 + depth (int): 当前深度，默认为0 + """ + callback(self, depth) + for child in self.children: + child.traverse(callback, depth + 1) + + def get_quantities(self): + """ + 获取当前节点的ProjectQuantity及其子类(Ration, Material, Equipment)的实例 + + Returns: + list: 包含当前节点ProjectQuantity实例的列表 + """ + return self.quantities + + +class ProjectQuantity: + """ + 工程量 + 描述: 代表项目划分项(ProjectDivisionItem)下的具体工作单元或物料项，是定额、主材、设备的父类型 + """ + + def __init__(self): + self.id = None # xsd:string + self.类型 = None # xsd:string ("0"为定额,"1"为主材,"5"为设备) + self.name = None # xsd:string + self.编码 = None # xsd:string + self.单位 = None # xsd:string + self.数量 = None # xsd:string + self.资源库名称 = None # xsd:string + self.投标数量 = None # xsd:string (可选) + self.投标单价 = None # xsd:string (可选) + self.特征段 = None # xsd:string (可选) + self.关联父级量 = None # xsd:string (可选) + self.颜色标记 = None # xsd:string (可选) + self.单价不含税 = None + self.cost_set = None # xsd:CostSet + + def get_cost_set(self): + """ + 获取费用集对象 + + Returns: + CostSet: 关联的费用集对象 + """ + return self.cost_set # xsd:string (可选) + + +class Ration(ProjectQuantity): + """ + 定额 + 描述: 代表一种标准的工程量条目，通常包含详细的工、料、机消耗标准 + """ + + def __init__(self): + super().__init__() + self.计算式 = None # xsd:string + self.中标计算式 = None # xsd:string + self.人工费 = None # xsd:string + self.机械费 = None # xsd:string + self.甲供材料费不含税 = None # xsd:string + self.材料费 = None # xsd:string + self.定额系数 = None # xsd:string + self.人工系数 = None # xsd:string + self.材料系数 = None # xsd:string + self.机械系数 = None # xsd:string + self.定额范围 = None # xsd:string + self.定额章节名称 = None # xsd:string + self.费用类型 = None # xsd:string + self.甲供材料费含税 = None # xsd:string + self.投标合价 = None # xsd:string + self.其中甲供材料费 = None # xsd:string + self.合价不含税 = None # xsd:string + self.基价 = None # xsd:string + self.所属定额库 = None # xsd:string + + +class Material(ProjectQuantity): + """ + 主材 + 描述: 代表工程中使用的主要材料 + """ + + def __init__(self): + super().__init__() + self.规格型号 = None # xsd:string + self.损耗率 = None # xsd:string + self.供货方 = None # xsd:string + self.集中配送 = None # xsd:string (可选) + self.单重 = None # xsd:string (可选) + self.市场价不含税 = None # xsd:string + self.市场价含税 = None # xsd:string + self.单价含税 = None # xsd:string + self.结算市场价不含税 = None # xsd:string (可选) + self.结算市场价含税 = None # xsd:string (可选) + self.基准价不含税 = None # xsd:string (可选) + self.基准价含税 = None # xsd:string (可选) + self.费用类型 = None # xsd:string + self.增值税率 = None # xsd:string (可选) + self.合价含税 = None # xsd:string + self.合价不含税 = None # xsd:string + self.线重 = None # xsd:string (可选) + self.制造长度 = None # xsd:string (可选) + self.截面积 = None # xsd:string (可选) + + +class Equipment(ProjectQuantity): + """ + 设备 + 描述: 代表工程中安装或使用的设备 + """ + + def __init__(self): + super().__init__() + self.规格型号 = None # xsd:string + self.供货方 = None # xsd:string + self.运杂费率 = None # xsd:string (可选) + self.单价含税 = None # xsd:string + self.设备类型 = None # xsd:string (可选) + self.增值税率 = None # xsd:string (可选) + self.合价含税 = None # xsd:string + self.合价不含税 = None # xsd:string + + +class MaterialOrEquipment: + """ + 材机 + 描述: 代表DetailedWorkItem中所列出的具体材料、人工或机械设备及其详细信息 + """ + + def __init__(self): + self.id = None # xsd:string + self.编码 = None # xsd:string + self.名称 = None # xsd:string + self.单位 = None # xsd:string + self.类型 = None # xsd:string + self.供货方 = None # xsd:string + self.预算价不含税 = None # xsd:string + self.市场价不含税 = None # xsd:string + self.预算价含税 = None # xsd:string + self.市场价含税 = None # xsd:string + self.结算预算价不含税 = None # xsd:string + self.结算市场价不含税 = None # xsd:string + self.结算预算价含税 = None # xsd:string + self.结算市场价含税 = None # xsd:string + self.暂估价 = None # xsd:string + self.拆分 = None # xsd:string + self.全口径市场价不含税 = None # xsd:string + self.全口径市场价含税 = None # xsd:string + self.商品砼 = None # xsd:string + self.数量 = None # xsd:string + self.是否未计价 = None # xsd:string + + +class CostSet: + """ + 费用集 + 描述: 代表费用预览层级结构中的一个节点 + """ + + def __init__(self): + self.GUID = None # xsd:string + self.cost_items = {} # 存储费用项的字典，键为项目名称 + + def get_cost_item(self, item_name): + """ + 根据名称获取费用项 + + Args: + item_name (str): 要查找的费用项名称 + + Returns: + CostItem: 对应的费用项对象 + + Raises: + KeyError: 当费用项名称不存在时 + """ + if item_name not in self.cost_items: + raise KeyError(f'费用项名称"{item_name}"不存在') + return self.cost_items[item_name] + + +class CostItem: + """ + 费用项 + 描述: 代表预览层级结构中的叶子节点，显示具体的费用项及其金额 + """ + + def __init__(self): + self.id = None # xsd:string + self.cost = None # xsd:string + self.sub_items = {} # 存储子费用项的字典，键为项目名称 + + def get_sub_item(self, item_name): + """ + 根据名称获取子费用项 + + Args: + item_name (str): 要查找的子费用项名称 + + Returns: + CostItem: 对应的子费用项对象 + + Raises: + KeyError: 当子费用项名称不存在时 + """ + if item_name not in self.sub_items: + raise KeyError(f'子费用项名称"{item_name}"不存在') + return self.sub_items[item_name] + + +class FeeTableTemplateSet: + """ + 取费表模板集 + 描述: + """ + + def __init__(self): + self.name = None # xsd:string + self.feetable_template = {} # 存储费用项的字典，键为项目名称 + + def get_feetable_template_item(self, item_name): + """ + 根据名称获取取费表模板项 + + Args: + item_name (str): 要查找的取费表模板项名称 + + Returns: + FeeTableTemplateItem: 对应的取费表模板项对象 + + Raises: + KeyError: 当取费表模板项名称不存在时 + """ + if item_name not in self.feetable_template: + raise KeyError(f'取费表模板项名称"{item_name}"不存在') + return self.feetable_template[item_name] + + +class FeeTableTemplateItem: + """ + 取费表模板项 + 描述: + """ + + def __init__(self): + self.name = None # xsd:string + self.OutlayID = None # xsd:string + self.type = None # xsd:string + self.profession = None # xsd:string + self.sub_feecollections = {} # 存储子费用项的字典，键为项目名称 + + def get_sub_fee(self, item_name): + """ + 根据名称获取子取费 + + Args: + item_name (str): 要查找的子取费名称 + + Returns: + feecollections: 对应的子费用项对象 + + Raises: + KeyError: 当子费用项名称不存在时 + """ + if item_name not in self.sub_feecollections: + raise KeyError(f'取费名称"{item_name}"不存在') + return self.sub_feecollections[item_name] + + +class FeeCollection: + """ + 取费 + 描述: + """ + + def __init__(self): + self.name = None # xsd:string + self.serialNumber = None # xsd:string + self.code = None # xsd:string + self.base = None # xsd:string + self.rate = None # xsd:string + self.sub_feecollections = {} # 存储子费用项的字典，键为项目名称 + + def get_sub_feecollections(self, item_name): + """ + 根据名称获取子取费 + + Args: + item_name (str): 要查找的子费用名称 + + Returns: + feecollections: 对应的费用对象 + + Raises: + KeyError: 当子费用名称不存在时 + """ + if item_name not in self.sub_feecollections: + raise KeyError(f'取费名称"{item_name}"不存在') + return self.sub_feecollections[item_name] + + +class FeeScheduleSet: + """ + 费用表集 + 描述: + """ + + def __init__(self): + self.name = None # xsd:string + self.feeschedule_template = {} # 存储费用项的字典，键为项目名称 + + def get_feetable_template_item(self, item_name): + """ + 根据名称获取费用表项 + + Args: + item_name (str): 要查找的费用表项名称 + + Returns: + FeeScheduleItem: 对应的费用表项对象 + + Raises: + KeyError: 当费用表项名称不存在时 + """ + if item_name not in self.feeschedule_template: + raise KeyError(f'取费表模板项名称"{item_name}"不存在') + return self.feeschedule_template[item_name] + + +class FeeScheduleItem: + """ + 费用表项 + 描述: + """ + + def __init__(self): + self.name = None # xsd:string + self.sub_fees = {} # 存储子费用项的字典，键为项目名称 + + def get_sub_fee(self, item_name): + """ + 根据名称获取子费用 + + Args: + item_name (str): 要查找的子费用名称 + + Returns: + fees: 对应的子费用项对象 + + Raises: + KeyError: 当子费用项名称不存在时 + """ + if item_name not in self.sub_fees: + raise KeyError(f'费用名称"{item_name}"不存在') + return self.sub_fees[item_name] + + +class Fee: + """ + 取费 + 描述: + """ + + def __init__(self): + self.name = None # xsd:string + self.serialNumber = None # xsd:string + self.code = None # xsd:string + self.rate = None # xsd:string + self.amount = None # xsd:string + self.sub_feecollections = {} # 存储子费用项的字典，键为项目名称 + + def get_sub_feecollections(self, item_name): + """ + 根据名称获取子取费 + + Args: + item_name (str): 要查找的子费用名称 + + Returns: + feecollections: 对应的费用对象 + + Raises: + KeyError: 当子费用名称不存在时 + """ + if item_name not in self.sub_feecollections: + raise KeyError(f'费用名称"{item_name}"不存在') + return self.sub_feecollections[item_name] diff --git a/project.py b/project.py new file mode 100644 index 0000000..5e85204 --- /dev/null +++ b/project.py @@ -0,0 +1,455 @@ +""" +软件知识图谱类定义 +根据Ontology_Layer.txt文件中的知识图谱信息创建 +""" + +from abc import ABC, abstractmethod +import json + + +class ProjectTookiIt(ABC): + """ + 项目类(抽象基类) + 描述: 代表整个项目结构的顶层容器 + """ + + def __init__(self): + self.project_division_set = ProjectDivisionItem() # 项目划分集对象 + + # 项目划分查询方法 + @abstractmethod + def get_division_item_by_path(self, path): + """ + 通过路径获取项目划分对象 + + Args: + path (str): 以'/'分隔的多级项目划分名称路径 + + Returns: + ProjectDivisionItem|None: 对应的项目划分对象，如果路径不存在返回None，成功找到返回项目划分对象 + + Note: + 当路径为空字符串时，会返回None + """ + pass + + @abstractmethod + def get_division_node_by_parent_and_name(self, parent_path, partial_name): + """ + 通过父节点路径和模糊节点名称获取项目划分对象 + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + partial_name (str): 目标节点的模糊或不完整名称 + + Returns: + list: 包含所有匹配节点的列表，如果没有匹配返回空列表 + """ + pass + + # 工程量查询方法 + @abstractmethod + def get_quantities_by_paths(self, paths_str): + """ + 获取指定项目路径下的工程量对象 + + Args: + paths_str (str): 以'/'分隔的多级节点路径 + + + Returns: + ProjectQuantity|None: 对应的工程量对象，如果路径不存在返回None，成功找到返回工程量对象 + """ + pass + + @abstractmethod + def get_quantities_node_by_parent_and_code(self, parent_path, quantity_type=None, code=None): + """ + 通过父节点路径和编码获取工程量对象（定额） + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + quantity_type (str): 工程量类型('定额'、'主材'、'设备'或None表示所有类型) + code(str): 工程量编码，以'/'分隔的多个编码 + + Returns: + list: 包含所有匹配节点的列表，如果没有匹配返回空列表 + """ + pass + + @abstractmethod + def get_quantities_node_by_parent_and_name(self, parent_path, partial_name, quantity_type=None): + """ + 通过父节点路径、模糊节点名称和类型获取工程量对象（主材或者设备） + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + partial_name (str): 目标节点的模糊或不完整名称 + quantity_type (str): 工程量类型('定额'、'主材'、'设备'或None表示所有类型) + + Returns: + list: 包含所有匹配节点的列表，如果没有匹配返回空列表 + """ + pass + + # 材机查询方法 + @abstractmethod + def get_material_equipment_by_path(self, paths_str): + """ + 通过路径获取材机对象 + + Args: + path (str): 以'/'分隔的多级项目划分名称路径 + + Returns: + list: 包含所有匹配的材机对象的列表 + """ + pass + + @abstractmethod + def get_material_equipment_by_parent_and_name(self, parent_path, partial_name): + """ + 通过父节点路径和模糊名称获取材机对象 + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + partial_name (str): 目标节点的模糊或不完整名称 + + Returns: + list: 包含所有匹配的材机对象的列表 + """ + pass + + # 取费表模板查询方法 + @abstractmethod + def get_fee_template_by_path(self, paths_str): + """ + 通过路径获取取费表模板 + + Args: + path (str): 以'/'分隔的多级项目划分名称路径 + + Returns: + list: 包含所有匹配的取费表模板对象的列表 + """ + pass + + @abstractmethod + def get_fee_template_by_parent_and_name(self, parent_path, partial_name): + """ + 通过父节点路径和模糊名称获取取费表模板 + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + partial_name (str): 目标节点的模糊或不完整名称 + + Returns: + list: 包含所有匹配的取费表模板对象的列表 + """ + pass + + # 费用表查询方法 + @abstractmethod + def get_fee_schedule_on_auxiliary_expense_table(self, table_name, fee_name, fee: str): + """ + 在辅助费用表中查找费用 + + Args: + table_name (str): 费用表名称 + fee_name (str): 要查找的费用名称 + fee (str): 匹配的费用值 + + Returns: + str: 匹配到的费用名称节点对应的费用值 + """ + pass + + @abstractmethod + def get_fee_schedule_on_other_expense_table(self, table_name, fee_name, fee): + """ + 在其它费用表中查找费用 + + Args: + table_name (str): 费用表名称 + fee_name (str): 要查找的费用名称 + fee (str): 匹配的费用值 + + Returns: + str: 匹配到的费用名称节点对应的费用值 + """ + pass + + @abstractmethod + def get_fee_schedule_on_land_acquisition_fee_table_table(self, table_name, fee_name, fee): + """ + 在其中：土地征用费表中查找费用 + + Args: + table_name (str): 费用表名称 + fee_name (str): 要查找的费用名称 + fee (str): 匹配的费用值 + + Returns: + str: 匹配到的费用名称节点对应的费用值 + """ + pass + + @abstractmethod + def get_fee_schedule_on_installation_price_difference_table(self, table_name, fee_name, fee): + """ + 在安装价差表中查找费用 + + Args: + table_name (str): 费用表名称 + fee_name (str): 要查找的费用名称 + fee (str): 匹配的费用值 + + Returns: + str: 匹配到的费用名称节点对应的费用值 + """ + pass + + @abstractmethod + def get_fee_schedule_on_Engineering_Cost_table(self, table_name, fee_name, fee): + """ + 在工程费用表中查找费用 + + Args: + table_name (str): 费用表名称 + fee_name (str): 要查找的费用名称 + fee (str): 匹配的费用值 + + Returns: + str: 匹配到的费用名称节点对应的费用值 + """ + pass + + +class ProjectDivisionItem: + """ + 项目划分项 + 描述: 代表项目结构中的层级条目，具有自身的属性，并且可以包含子项目划分项或详细工作项 + JSON对应: ProjectDivisionSet数组中的对象，或ProjectDivisionItem的children数组中type为"项目划分"的对象 + """ + + def __init__(self): + self.GUID = None # xsd:string + self.id = None # xsd:string + self.name = None # xsd:string + self.代码 = None # xsd:string (可选) + self.费率 = None # xsd:string + self.单位 = None # xsd:string (可选) + self.取费表id = None # xsd:string + self.颜色标记 = None # xsd:string + self.取费表 = None # xsd:string + self.合价含税 = None # xsd:string (可选) + self.type = None # xsd:string + self.专业类型 = None # xsd:string + self.资源库列表 = None # xsd:list (可选) + self.notCheck = None # xsd:string (可选) + + +class ProjectQuantity: + """ + 工程量 + 描述: 代表项目划分项(ProjectDivisionItem)下的具体工作单元或物料项，是定额、主材、设备的父类型 + """ + + def __init__(self): + self.id = None # xsd:string + self.类型 = None # xsd:string ("0"为定额,"1"为主材,"5"为设备) + self.name = None # xsd:string + self.编码 = None # xsd:string + self.单位 = None # xsd:string + self.数量 = None # xsd:string + self.资源库名称 = None # xsd:string + self.投标数量 = None # xsd:string (可选) + self.投标单价 = None # xsd:string (可选) + self.特征段 = None # xsd:string (可选) + self.关联父级量 = None # xsd:string (可选) + self.颜色标记 = None # xsd:string (可选) + self.单价不含税 = None + self.cost_set = None # xsd:CostSet + + +class Ration(ProjectQuantity): + """ + 定额 + 描述: 代表一种标准的工程量条目，通常包含详细的工、料、机消耗标准 + """ + + def __init__(self): + super().__init__() + self.计算式 = None # xsd:string + self.中标计算式 = None # xsd:string + self.人工费 = None # xsd:string + self.机械费 = None # xsd:string + self.甲供材料费不含税 = None # xsd:string + self.材料费 = None # xsd:string + self.定额系数 = None # xsd:string + self.人工系数 = None # xsd:string + self.材料系数 = None # xsd:string + self.机械系数 = None # xsd:string + self.定额范围 = None # xsd:string + self.定额章节名称 = None # xsd:string + self.费用类型 = None # xsd:string + self.甲供材料费含税 = None # xsd:string + self.投标合价 = None # xsd:string + self.其中甲供材料费 = None # xsd:string + self.合价不含税 = None # xsd:string + self.基价 = None # xsd:string + self.所属定额库 = None # xsd:string + + def __str__(self): + """返回定额的字符串表示""" + attrs = {k: v for k, v in self.__dict__.items() if not k.startswith("_")} + return json.dumps(attrs, ensure_ascii=False, indent=2) + + +class Material(ProjectQuantity): + """ + 主材 + 描述: 代表工程中使用的主要材料 + """ + + def __init__(self): + super().__init__() + self.规格型号 = None # xsd:string + self.损耗率 = None # xsd:string + self.供货方 = None # xsd:string + self.集中配送 = None # xsd:string (可选) + self.单重 = None # xsd:string (可选) + self.市场价不含税 = None # xsd:string + self.市场价含税 = None # xsd:string + self.单价含税 = None # xsd:string + self.结算市场价不含税 = None # xsd:string (可选) + self.结算市场价含税 = None # xsd:string (可选) + self.基准价不含税 = None # xsd:string (可选) + self.基准价含税 = None # xsd:string (可选) + self.费用类型 = None # xsd:string + self.增值税率 = None # xsd:string (可选) + self.合价含税 = None # xsd:string + self.合价不含税 = None # xsd:string + self.线重 = None # xsd:string (可选) + self.制造长度 = None # xsd:string (可选) + self.截面积 = None # xsd:string (可选) + + def __str__(self): + """返回材料的字符串表示""" + attrs = {k: v for k, v in self.__dict__.items() if not k.startswith("_")} + return json.dumps(attrs, ensure_ascii=False, indent=2) + + +class Equipment(ProjectQuantity): + """ + 设备 + 描述: 代表工程中安装或使用的设备 + """ + + def __init__(self): + super().__init__() + self.规格型号 = None # xsd:string + self.供货方 = None # xsd:string + self.运杂费率 = None # xsd:string (可选) + self.单价含税 = None # xsd:string + self.设备类型 = None # xsd:string (可选) + self.增值税率 = None # xsd:string (可选) + self.合价含税 = None # xsd:string + self.合价不含税 = None # xsd:string + + +class MaterialOrEquipment: + """ + 材机 + 描述: 代表DetailedWorkItem中所列出的具体材料、人工或机械设备及其详细信息 + """ + + def __init__(self): + self.id = None # xsd:string + self.编码 = None # xsd:string + self.名称 = None # xsd:string + self.单位 = None # xsd:string + self.类型 = None # xsd:string + self.供货方 = None # xsd:string + self.预算价不含税 = None # xsd:string + self.市场价不含税 = None # xsd:string + self.预算价含税 = None # xsd:string + self.市场价含税 = None # xsd:string + self.结算预算价不含税 = None # xsd:string + self.结算市场价不含税 = None # xsd:string + self.结算预算价含税 = None # xsd:string + self.结算市场价含税 = None # xsd:string + self.暂估价 = None # xsd:string + self.拆分 = None # xsd:string + self.全口径市场价不含税 = None # xsd:string + self.全口径市场价含税 = None # xsd:string + self.商品砼 = None # xsd:string + self.数量 = None # xsd:string + self.是否未计价 = None # xsd:string + + +class FeeTableTemplateItem: + """ + 取费表模板项 + 描述: + """ + + def __init__(self): + self.name = None # xsd:string + self.OutlayID = None # xsd:string + self.type = None # xsd:string + self.profession = None # xsd:string + + +class FeeCollection: + """ + 取费 + 描述: + """ + + def __init__(self): + self.name = None # xsd:string + self.serialNumber = None # xsd:string + self.code = None # xsd:string + self.base = None # xsd:string + self.rate = None # xsd:string + + +class FeeScheduleItem: + """ + 费用表项 + 描述: + """ + + def __init__(self): + self.name = None # xsd:string + + +class Fee: + """ + 取费 + 描述: + """ + + def __init__(self): + self.name = None # xsd:string + self.serialNumber = None # xsd:string + self.code = None # xsd:string + self.rate = None # xsd:string + self.amount = None # xsd:string + self.输出 = None # xsd:string (可选) + self.取费基数 = None # xsd:string (可选) + self.编制依据 = None # xsd:string (可选) + self.编码 = None # xsd:string (可选) + self.备注 = None # xsd:string (可选) + self.表一显示 = None # xsd:string (可选) + self.报表输出 = None # xsd:string (可选) + self.建安合计费 = None # xsd:string (可选) + self.合计费 = None # xsd:string (可选) + self.占总计 = None # xsd:string (可选) + self.建筑费 = None # xsd:string (可选) + self.安装费 = None # xsd:string (可选) + self.设备费 = None # xsd:string (可选) + self.其他费 = None # xsd:string (可选) + self.施工费 = None # xsd:string (可选) + self.单位投资 = None # xsd:string (可选) diff --git a/project_implementation.py b/project_implementation.py new file mode 100644 index 0000000..d5c85ef --- /dev/null +++ b/project_implementation.py @@ -0,0 +1,957 @@ +from neo4j import GraphDatabase +from project import * +import atexit + + +class ProjectTookiItNeo4j(ProjectTookiIt): + """ + 基于Neo4j数据库的项目类实现 + """ + + def __init__(self): + """ + 初始化Neo4j连接 + + Args: + uri (str): Neo4j数据库URI + user (str): 用户名 + password (str): 密码 + """ + uri = "bolt://172.20.0.145:7687" + user = "neo4j" + password = "password" + + super().__init__() + self.driver = GraphDatabase.driver(uri, auth=(user, password)) + self.session = self.driver.session() + + # 初始化其他必要的数据结构 + self.material_equipment_dict = {} # 材机字典，键为ID + self.fee_templates = {} # 取费表模板字典，键为ID + self.fee_schedules = {} # 费用表字典，键为ID + self.project_properties = {} # 工程属性字典 + + def close(self): + """ + 关闭数据库连接 + """ + if self.session: + self.session.close() + if self.driver: + self.driver.close() + + # 通用节点查询方法 + def get_node_by_path(self, path, node_labels=None): + """ + 通过路径获取节点对象 + + Args: + path (str): 以'/'分隔的多级节点路径 + node_labels (list): 节点标签列表，用于过滤结果 + + Returns: + dict|None: 节点数据，如果路径不存在返回None + """ + if not path: + return None + + # 分割路径为各个部分 + path_parts = path.split("/") + + # 构建查询 + if len(path_parts) == 1: + # 只有一级路径，直接查询 + if node_labels: + labels_str = ":" + "|:".join(node_labels) + query = f""" + MATCH (n{labels_str}) + WHERE n.name = $name + RETURN n LIMIT 1 + """ + else: + query = """ + MATCH (n) + WHERE n.name = $name + RETURN n LIMIT 1 + """ + params = {"name": path_parts[0]} + else: + # 多级路径，构建路径查询 + last_part = path_parts[-1] + if node_labels: + labels_str = ":" + "|:".join(node_labels) + query = f""" + MATCH path = (root)-[*]->(target{labels_str}) + WHERE target.name = $last_part + RETURN target as n LIMIT 1 + """ + else: + query = """ + MATCH path = (root)-[*]->(target) + WHERE target.name = $last_part + RETURN target as n LIMIT 1 + """ + params = {"last_part": last_part} + + try: + result = self.session.run(query, **params) + record = result.single() + + if not record: + return None + + return record["n"] + except Exception as e: + print(f"获取节点对象时出错: {e}") + return None + + # 项目划分查询方法 + def get_division_item_by_path(self, path): + """ + 通过路径获取项目划分对象 + """ + node_data = self.get_node_by_path(path, ["ProjectDivisionItem"]) + if not node_data: + return None + + item = ProjectDivisionItem() + for key, value in node_data.items(): + if hasattr(item, key): + setattr(item, key, value) + + return item + + def get_division_node_by_parent_and_name(self, parent_path, partial_name): + """ + 通过父节点路径和模糊节点名称获取项目划分对象，包括子节点 + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + partial_name (str): 目标节点的模糊或不完整名称 + + Returns: + list: 包含所有匹配项目划分节点的列表，如果没有匹配返回空列表 + """ + if not partial_name: + return [] + + # 使用通用方法获取父节点 + parent_node_data = self.get_node_by_path(parent_path, ["ProjectDivisionItem"]) + parent_node_id = parent_node_data["id"] if parent_node_data and "id" in parent_node_data else None + + # 构建查询，根据是否有父节点ID调整查询条件，使用递归关系查询 + if parent_node_id: + query = """ + MATCH (p)-[:CONTAINS|HAS|RELATED_TO*]-(n:ProjectDivisionItem) + WHERE p.id = $parent_id AND n.name CONTAINS $partial_name + RETURN n LIMIT 50 + """ + params = {"parent_id": parent_node_id, "partial_name": partial_name} + else: + query = """ + MATCH (n:ProjectDivisionItem) + WHERE n.name CONTAINS $partial_name + RETURN n LIMIT 50 + """ + params = {"partial_name": partial_name} + + try: + result = self.session.run(query, **params) + + items = [] + for record in result: + node_data = record["n"] + item = ProjectDivisionItem() + for key, value in node_data.items(): + if hasattr(item, key): + setattr(item, key, value) + items.append(item) + + return items + except Exception as e: + print(f"通过父节点路径和模糊名称获取项目划分对象时出错: {e}") + return [] + + # 工程量查询方法 + def get_quantities_by_paths(self, paths_str): + """ + 获取指定项目路径下的工程量对象 + + Args: + paths_str (str): 以'/'分隔的多级节点路径 + + Returns: + ProjectQuantity|None: 对应的工程量对象，如果路径不存在返回None，成功找到返回工程量对象 + """ + if not paths_str: + return None + + # 使用通用方法获取节点，考虑所有可能的工程量类型 + node_data = self.get_node_by_path(paths_str, ["ProjectQuantity", "Quota", "MainMaterial", "Equipment"]) + + if not node_data: + return None + + # 根据节点标签或类型属性创建对应类型的对象 + quantity = self._create_quantity_object(node_data) + + # 填充属性 + for key, value in node_data.items(): + if hasattr(quantity, key): + setattr(quantity, key, value) + + return quantity + + def get_quantities_node_by_parent_and_code(self, parent_path, quantity_type=None, code=None): + """ + 通过父节点路径和编码获取工程量对象（定额），包括子节点 + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + quantity_type (str): 工程量类型('定额'、'主材'、'设备'或None表示所有类型) + code(str): 工程量编码，以'/'分隔的多个编码 + + Returns: + list: 包含所有匹配节点的列表，如果没有匹配返回空列表 + """ + if not code: + return [] + + # 使用通用方法获取父节点 + parent_node_data = self.get_node_by_path(parent_path) + + # 从路径中获取父节点名称 + path_parts = parent_path.split("/") + parent_name = path_parts[-1] + + # 处理编码，可能有多个编码用/分隔 + code_parts = code.split("/") + code_conditions = [] + for code_part in code_parts: + if code_part: + + code_conditions.append(f"q.编码 = '{code_part}'") + + if not code_conditions: + return [] + + code_query = " OR ".join(code_conditions) + + # 根据工程量类型确定标签 + node_labels = [] + if quantity_type == "定额": + node_labels = ["ProjectQuantity", "Quota"] + elif quantity_type == "主材": + node_labels = ["ProjectQuantity", "MainMaterial"] + elif quantity_type == "设备": + node_labels = ["ProjectQuantity", "Equipment"] + else: + node_labels = ["ProjectQuantity"] + + # 构建标签字符串 + labels_str = ":" + ":".join(node_labels) if node_labels else "" + + # 使用name属性进行匹配 + query = f""" + MATCH (p)-[*1..5]->(q{labels_str}) + WHERE p.name = $parent_name AND ({code_query}) + RETURN q + LIMIT 10 + """ + params = {"parent_name": parent_name} + + try: + result = self.session.run(query, params) + quantities = [] + + for record in result: + node_data = record["q"] + quantity = self._create_quantity_object(node_data, quantity_type) + + # 将节点属性赋值到对象 + for key, value in node_data.items(): + setattr(quantity, key, value) + + # 转换为字典 + if hasattr(quantity, "to_dict"): + quantities.append(quantity.to_dict()) + else: + # 如果没有 to_dict 方法，就用 vars() 动态获取属性 + quantities.append(vars(quantity)) + + return quantities + except Exception as e: + print(f"通过编码获取工程量对象时出错: {e}") + import traceback + + traceback.print_exc() + return [] + + def get_quantities_node_by_parent_and_name(self, parent_path, partial_name, quantity_type=None): + """ + 通过父节点路径、模糊节点名称和类型获取工程量对象（主材或者设备），包括子节点 + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + partial_name (str): 目标节点的模糊或不完整名称 + quantity_type (str): 工程量类型('定额'、'主材'、'设备'或None表示所有类型) + + Returns: + list: 包含所有匹配节点的列表，如果没有匹配返回空列表 + """ + if not partial_name: + return [] + + # 调试输出 + print(f"搜索父路径: {parent_path}") + print(f"搜索名称: {partial_name}") + print(f"搜索类型: {quantity_type}") + + # 使用通用方法获取父节点 + parent_node_data = self.get_node_by_path(parent_path) + + if parent_node_data: + print(f"找到父节点: {parent_node_data}") + else: + print("未找到父节点") + + parent_node_id = parent_node_data["id"] if parent_node_data and "id" in parent_node_data else None + + # 根据工程量类型确定标签和类型条件 + node_labels = [] + type_condition = "" + + if quantity_type == "定额": + node_labels = ["ProjectQuantity", "Quota"] + type_condition = "q.类型 = '0'" + elif quantity_type == "主材": + node_labels = ["ProjectQuantity", "MainMaterial"] + type_condition = "q.类型 = '1'" + elif quantity_type == "设备": + node_labels = ["ProjectQuantity", "Equipment"] + type_condition = "q.类型 = '5'" + else: + node_labels = ["ProjectQuantity"] + + # 构建标签字符串 + labels_str = ":" + ":".join(node_labels) if node_labels else "" + + # 扩展关系类型 + relationship_types = "CONTAINS|HAS|RELATED_TO|USES|BELONGS_TO" + + # 构建查询 - 使用递归关系查询 + if parent_node_id: + query = f""" + MATCH (p)-[:{relationship_types}*1..10]->(q{labels_str}) + WHERE p.id = $parent_id AND q.name CONTAINS $partial_name + {f'AND {type_condition}' if type_condition else ''} + RETURN q LIMIT 50 + """ + params = {"parent_id": parent_node_id, "partial_name": partial_name} + print(f"执行查询: {query}") + print(f"参数: {params}") + else: + query = f""" + MATCH (q{labels_str}) + WHERE q.name CONTAINS $partial_name + {f'AND {type_condition}' if type_condition else ''} + RETURN q LIMIT 50 + """ + params = {"partial_name": partial_name} + print(f"执行全局查询: {query}") + + try: + result = self.session.run(query, **params) + + quantities = [] + for record in result: + node_data = record["q"] + print(f"找到节点: {node_data}") + + # 创建对应类型的对象 + quantity = self._create_quantity_object(node_data, quantity_type) + + # 填充属性 + for key, value in node_data.items(): + if hasattr(quantity, key): + setattr(quantity, key, value) + + quantities.append(quantity) + + print(f"查询结果数量: {len(quantities)}") + return quantities + except Exception as e: + print(f"通过名称获取工程量对象时出错: {e}") + import traceback + + traceback.print_exc() + return [] + + # 辅助方法，用于根据节点数据创建对应类型的工程量对象 + def _create_quantity_object(self, node_data, quantity_type=None): + """ + 根据节点数据创建对应类型的工程量对象 + + Args: + node_data (dict): 节点数据 + quantity_type (str): 工程量类型('定额'、'主材'、'设备'或None) + + Returns: + ProjectQuantity: 创建的工程量对象 + """ + # 如果指定了类型，直接创建对应类型的对象 + if quantity_type == "定额": + return Ration() + elif quantity_type == "主材": + return Material() + elif quantity_type == "设备": + return Equipment() + + # 如果没有指定类型，尝试通过节点属性或标签判断 + if "类型" in node_data: + if node_data["类型"] == "0": + return Ration() + elif node_data["类型"] == "1": + return Material() + elif node_data["类型"] == "5": + return Equipment() + + # 通过标签判断 + labels = list(node_data.labels) if hasattr(node_data, "labels") else [] + if "Quota" in labels: + return Ration() + elif "MainMaterial" in labels: + return Material() + elif "Equipment" in labels: + return Equipment() + + # 默认返回基类对象 + return ProjectQuantity() + + # 材机查询方法实现 + def get_material_equipment_by_path(self, paths_str): + """ + 通过路径获取材机对象 + + Args: + paths_str (str): 以'/'分隔的多级项目划分名称路径 + + Returns: + list: 包含所有匹配的材机对象的列表 + """ + if not paths_str: + return [] + + # 使用通用方法获取节点 + node_data = self.get_node_by_path(paths_str) + node_id = node_data["id"] if node_data and "id" in node_data else None + + if not node_id: + return [] + + # 查询与该节点关联的所有材机对象 + query = """ + MATCH (p)-[r]-(m) + WHERE p.id = $node_id AND (m:MaterialOrEquipment OR m:Material OR m:Equipment) + RETURN m LIMIT 50 + """ + params = {"node_id": node_id} + + try: + result = self.session.run(query, **params) + + materials = [] + for record in result: + material = self._create_material_object(record["m"]) + materials.append(material) + + # 更新缓存 + if hasattr(material, "id") and material.id: + self.material_equipment_dict[material.id] = material + + return materials + except Exception as e: + print(f"通过路径获取材机对象时出错: {e}") + return [] + + def get_material_equipment_by_parent_and_name(self, parent_path, partial_name): + """ + 通过父节点路径和模糊名称获取材机对象 + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + partial_name (str): 目标节点的模糊或不完整名称 + + Returns: + list: 包含所有匹配的材机对象的列表 + """ + if not partial_name: + return [] + + # 使用通用方法获取父节点 + parent_node_data = self.get_node_by_path(parent_path) + parent_node_id = parent_node_data["id"] if parent_node_data and "id" in parent_node_data else None + + # 构建查询，根据是否有父节点ID调整查询条件 + if parent_node_id: + # 如果找到了父节点，查找与父节点有关系的材机节点 + query = """ + MATCH (p)-[:CONTAINS|HAS|USES|RELATED_TO]-(m) + WHERE p.id = $parent_id AND m.name CONTAINS $partial_name + AND (m:MaterialOrEquipment OR m:Material OR m:Equipment) + RETURN m LIMIT 20 + """ + params = {"parent_id": parent_node_id, "partial_name": partial_name} + else: + # 如果没有找到父节点或没有提供父节点路径，只按名称查询 + query = """ + MATCH (m) + WHERE m.name CONTAINS $partial_name + AND (m:MaterialOrEquipment OR m:Material OR m:Equipment) + RETURN m LIMIT 20 + """ + params = {"partial_name": partial_name} + + try: + result = self.session.run(query, **params) + + materials = [] + for record in result: + material = self._create_material_object(record["m"]) + materials.append(material) + + # 更新缓存 + if hasattr(material, "id") and material.id: + self.material_equipment_dict[material.id] = material + + return materials + except Exception as e: + print(f"通过父节点路径和模糊名称获取材机对象时出错: {e}") + return [] + + # 辅助方法，用于创建材机对象并填充属性 + def _create_material_object(self, node_data): + """ + 根据节点数据创建材机对象并填充属性 + + Args: + node_data (dict): 节点数据 + + Returns: + MaterialOrEquipment: 创建的材机对象 + """ + material = MaterialOrEquipment() + + # 填充属性 + for key, value in node_data.items(): + if hasattr(material, key): + setattr(material, key, value) + + return material + + # 取费表模板查询方法实现 + def get_fee_template_by_path(self, paths_str): + """ + 通过路径获取取费表模板 + + Args: + paths_str (str): 以'/'分隔的多级项目划分名称路径 + + Returns: + list: 包含所有匹配的取费表模板对象的列表 + """ + if not paths_str: + return [] + + # 使用通用方法获取节点 + node_data = self.get_node_by_path(paths_str) + node_id = node_data["id"] if node_data and "id" in node_data else None + + if not node_id: + return [] + + # 查询与该节点关联的所有取费表模板 + query = """ + MATCH (p)-[r]-(t) + WHERE p.id = $node_id AND (t:FeeTableTemplate OR t.type = 'FeeTableTemplate') + RETURN t LIMIT 20 + """ + params = {"node_id": node_id} + + try: + result = self.session.run(query, **params) + + templates = [] + for record in result: + template = self._create_fee_template_object(record["t"]) + templates.append(template) + + return templates + except Exception as e: + print(f"通过路径获取取费表模板时出错: {e}") + return [] + + def get_fee_template_by_parent_and_name(self, parent_path, partial_name): + """ + 通过父节点路径和模糊名称获取取费表模板 + + Args: + parent_path (str): 父节点的路径，以'/'分隔的多级节点路径 + partial_name (str): 目标节点的模糊或不完整名称 + + Returns: + list: 包含所有匹配的取费表模板对象的列表 + """ + if not partial_name: + return [] + + # 使用通用方法获取父节点 + parent_node_data = self.get_node_by_path(parent_path) + parent_node_id = parent_node_data["id"] if parent_node_data and "id" in parent_node_data else None + + # 构建查询，根据是否有父节点ID调整查询条件 + if parent_node_id: + query = """ + MATCH (p)-[:CONTAINS|HAS|USES|RELATED_TO]-(t) + WHERE p.id = $parent_id AND t.name CONTAINS $partial_name + AND (t:FeeTableTemplate OR t.type = 'FeeTableTemplate') + RETURN t LIMIT 20 + """ + params = {"parent_id": parent_node_id, "partial_name": partial_name} + else: + query = """ + MATCH (t) + WHERE t.name CONTAINS $partial_name + AND (t:FeeTableTemplate OR t.type = 'FeeTableTemplate') + RETURN t LIMIT 20 + """ + params = {"partial_name": partial_name} + + try: + result = self.session.run(query, **params) + + templates = [] + for record in result: + template = self._create_fee_template_object(record["t"]) + templates.append(template) + + return templates + except Exception as e: + print(f"通过父节点路径和模糊名称获取取费表模板时出错: {e}") + return [] + + # 辅助方法，用于创建取费表模板对象并填充属性 + def _create_fee_template_object(self, node_data): + """ + 根据节点数据创建取费表模板对象并填充属性 + + Args: + node_data (dict): 节点数据 + + Returns: + FeeTableTemplateItem: 创建的取费表模板对象 + """ + template = FeeTableTemplateItem() + + # 填充属性 + for key, value in node_data.items(): + if hasattr(template, key): + setattr(template, key, value) + + # 更新缓存 + if hasattr(template, "OutlayID") and template.OutlayID: + self.fee_templates[template.OutlayID] = template + + return template + + # 费用表查询方法实现 + def get_fee_schedule_on_auxiliary_expense_table(self, table_name, fee_name, fee): + """ + 在辅助费用表中查找费用 + + Args: + table_name (str): 费用表名称 + fee_name (str): 要查找的费用名称 + fee (str): 匹配的费用值属性名 + + Returns: + str: 匹配到的费用名称节点对应的费用值 + """ + if not table_name or not fee_name or not fee: + return None + + # 构建查询，查找辅助费用表中的特定费用 - 使用任意关系类型 + query = """ + MATCH (t:FeeScheduleItem)-[r]->(f:Fee) + WHERE t.name = $table_name AND f.name = $fee_name + RETURN f LIMIT 1 + """ + params = {"table_name": table_name, "fee_name": fee_name} + + try: + result = self.session.run(query, **params) + + all_records = result.data() + + if len(all_records) > 0: + fee_node = all_records[0]["f"] + value = fee_node.get(fee) + if value is not None: + return value + + return None + except Exception as e: + print(f"在辅助费用表中查找费用时出错: {e}") + return None + + def get_fee_schedule_on_other_expense_table(self, table_name, fee_name, fee): + """ + 在其它费用表中查找费用 + + Args: + table_name (str): 费用表名称 + fee_name (str): 要查找的费用名称 + fee (str): 匹配的费用值属性名 + + Returns: + str: 匹配到的费用名称节点对应的费用值 + """ + if not table_name or not fee_name or not fee: + return None + + # 构建查询，查找其它费用表中的特定费用 - 使用任意关系类型 + query = """ + MATCH (t:FeeScheduleItem)-[r]->(f:Fee) + WHERE t.name = $table_name AND f.name = $fee_name + RETURN f LIMIT 1 + """ + params = {"table_name": table_name, "fee_name": fee_name} + + try: + result = self.session.run(query, **params) + + all_records = result.data() + + if len(all_records) > 0: + fee_node = all_records[0]["f"] + value = fee_node.get(fee) + if value is not None: + return value + + return None + except Exception as e: + print(f"在其它费用表中查找费用时出错: {e}") + return None + + def get_fee_schedule_on_land_acquisition_fee_table_table(self, table_name, fee_name, fee): + """ + 在土地征用费表中查找费用 + + Args: + table_name (str): 费用表名称 + fee_name (str): 要查找的费用名称 + fee (str): 匹配的费用值属性名 + + Returns: + str: 匹配到的费用名称节点对应的费用值 + """ + if not table_name or not fee_name or not fee: + return None + + # 构建查询，查找土地征用费表中的特定费用 - 使用任意关系类型 + query = """ + MATCH (t:FeeScheduleItem)-[r]->(f:Fee) + WHERE t.name = $table_name AND f.name = $fee_name + RETURN f LIMIT 1 + """ + params = {"table_name": table_name, "fee_name": fee_name} + + try: + result = self.session.run(query, **params) + + all_records = result.data() + + if len(all_records) > 0: + fee_node = all_records[0]["f"] + value = fee_node.get(fee) + if value is not None: + return value + + return None + except Exception as e: + print(f"在土地征用费表中查找费用时出错: {e}") + return None + + def get_fee_schedule_on_installation_price_difference_table(self, table_name, fee_name, fee): + """ + 在安装价差表中查找费用 + + Args: + table_name (str): 费用表名称 + fee_name (str): 要查找的费用名称 + fee (str): 匹配的费用值属性名 + + Returns: + str: 匹配到的费用名称节点对应的费用值 + """ + if not table_name or not fee_name or not fee: + return None + + # 构建查询，查找安装价差表中的特定费用 - 使用任意关系类型 + query = """ + MATCH (t:FeeScheduleItem)-[r]->(f:Fee) + WHERE t.name = $table_name AND f.name = $fee_name + RETURN f LIMIT 1 + """ + params = {"table_name": table_name, "fee_name": fee_name} + + try: + result = self.session.run(query, **params) + + all_records = result.data() + + if len(all_records) > 0: + fee_node = all_records[0]["f"] + value = fee_node.get(fee) + if value is not None: + return value + + return None + except Exception as e: + print(f"在安装价差表中查找费用时出错: {e}") + return None + + def get_fee_schedule_on_Engineering_Cost_table(self, table_name, fee_name, fee): + """ + 在工程费用表中查找费用 + + Args: + table_name (str): 费用表名称 + fee_name (str): 要查找的费用名称 + fee (str): 匹配的费用值属性名 + + Returns: + str: 匹配到的费用名称节点对应的费用值 + """ + if not table_name or not fee_name or not fee: + return None + + # 调试输出 + print(f"查询费用表: {table_name}") + print(f"查询费用名称: {fee_name}") + print(f"查询费用属性: {fee}") + + # 构建查询，使用递归关系查询，并扩展关系类型 + query = """ + MATCH (t:FeeScheduleItem)-[r*1..5]->(f:Fee) + WHERE t.name = $table_name AND f.name = $fee_name + RETURN f LIMIT 10 + """ + params = {"table_name": table_name, "fee_name": fee_name} + + print(f"执行查询: {query}") + print(f"参数: {params}") + + try: + result = self.session.run(query, **params) + all_records = result.data() + + print(f"查询结果数量: {len(all_records)}") + + if len(all_records) > 0: + fee_node = all_records[0]["f"] + print(f"找到费用节点: {fee_node}") + + # 获取节点的所有属性，用于调试 + for key, value in fee_node.items(): + print(f"属性: {key} = {value}") + + value = fee_node.get(fee) + if value is not None: + print(f"找到费用值: {value}") + return value + else: + print(f"节点中没有属性: {fee}") + + # 如果没有找到，尝试另一种查询方式，使用CONTAINS进行模糊匹配 + print("尝试使用模糊匹配...") + backup_query = """ + MATCH (t:FeeScheduleItem)-[r*1..5]->(f:Fee) + WHERE t.name CONTAINS $table_name AND f.name CONTAINS $fee_name + RETURN f LIMIT 10 + """ + backup_result = self.session.run(backup_query, **params) + backup_records = backup_result.data() + + print(f"模糊匹配结果数量: {len(backup_records)}") + + if len(backup_records) > 0: + fee_node = backup_records[0]["f"] + print(f"找到费用节点(模糊匹配): {fee_node}") + + # 获取节点的所有属性，用于调试 + for key, value in fee_node.items(): + print(f"属性: {key} = {value}") + + value = fee_node.get(fee) + if value is not None: + print(f"找到费用值: {value}") + return value + else: + print(f"节点中没有属性: {fee}") + + return None + except Exception as e: + print(f"在工程费用表中查找费用时出错: {e}") + import traceback + + traceback.print_exc() + return None + + +class ProjectBuilder: + """ + 项目构建器 + 描述: 用于构建项目对象的构建器 + """ + + _instance = None + + @staticmethod + def build(): + """ + 构建并返回项目实例 + + Returns: + ProjectTookiItNeo4j: 创建的项目实例 + """ + # 如果已经有实例，先关闭它 + if ProjectBuilder._instance is not None: + ProjectBuilder._instance.close() + + # 创建新实例 + + ProjectBuilder._instance = ProjectTookiItNeo4j() + + return ProjectBuilder._instance + + @staticmethod + def close(): + """ + 关闭当前项目实例的连接 + """ + if ProjectBuilder._instance is not None: + ProjectBuilder._instance.close() + ProjectBuilder._instance = None + + +# 注册退出处理函数，确保程序退出时自动关闭连接 +atexit.register(ProjectBuilder.close) + + +# project = ProjectBuilder.build() +# result = project.get_quantities_node_by_parent_and_code( +# "工程数据/安装工程/安装/架空输电线路本体工程/基础工程", "定额", "YX2-1/YX2-2/YX2-3/YX2-6/YX2-7" +# ) + +# print(result) diff --git a/prompt_templates.py b/prompt_templates.py new file mode 100644 index 0000000..e2c7b18 --- /dev/null +++ b/prompt_templates.py @@ -0,0 +1,99 @@ +from langchain.prompts import PromptTemplate + +FUNCTION_CALL_TEMPLATE = """ +你是一个专业的Python工程师。我会给你一个用户问题，你需要将其转换为对应的Python代码 + +可用工具: +{tools} + +工具名称: {tool_names} + +你的任务是： +1. 首先从用户的{query}中去提取出关键节点信息出来 +2. 将提取出来的信息在知识库中内容{KnowledgeBase}和节点属性{NodeDefinition}中进行查找对比是否正确，如果不正确，那么需要你从新解析用户的问题 +3. 根据用户输入解析出来的信息来从{project_class_methods}中定义的查找方法类确定使用哪个方法进行查询 +4. 每次只能调用一个方法，不要同时调用多个方法 +5. 模板中Function为需要根据用户输入来判断的方法名，parameter为用户输入中解析出来的方法的参数 +6. 使用固定的python模板来生成Python代码 +7. 代码应该完整，可以直接执行，并且能够返回查询结果 + +{agent_scratchpad} + +输出代码模板： +def neo4j_find_function(): + + project = ProjectBuilder.build() + + result = project.Function(parameter) + + print(result) + +注意： +- 必须要严格按照给定代码模板来输出代码，不得对模板进行修改等操作。 +- 代码应该简洁明了，只需要调用适当的方法并返回结果 +- 如果需要对结果进行处理（如单位换算，简单四则运算等），可以添加必要的代码 +- 只输出Python代码，不要添加任何解释或注释 +- 不要输出任何其他无关的内容出来其他内容（包括多余的符号，字符等） + +使用以下格式： + +思考: [你的推理过程] +行动: 工具名称 +行动输入: 工具参数 +观察: 工具返回的结果 + +...重复以上步骤... + +思考: 我现在已经收集到所有必要的信息，可以生成最终的Python代码。 +Final Answer: +def neo4j_find_function(): + project = ProjectBuilder.build() + result = project.Function(parameter) + print(result) +""" + +FUNCTION_CALL_PROMPT = PromptTemplate.from_template(FUNCTION_CALL_TEMPLATE) + + +########################################################################################################################################################################### + +FUNCTION_RETURNS_LOOP_TEMPLATE = """ + +你是一个专业的Python工程师。我会给你一个用户问题和错误信息，你需要将其转换为对应的Python代码 + +你的任务是： +1. 首先从用户的{original_query}中去提取出关键节点信息出来 +2. 将提取出来的信息在知识库中内容{KnowledgeBase}和节点属性{NodeDefinition}中进行查找对比是否正确，如果不正确，那么需要你从新解析用户的问题 +3. 根据用户输入解析出来的信息来、需要修改的代码{original_code}和代码的错误信息{error_info}来对代码和参数进行修改 +4. 每次只能调用一个方法，不要同时调用多个方法 +5. 模板中Function为需要根据用户输入来判断的方法名，parameter为用户输入中解析出来的方法的参数 +6. 使用固定的python模板来生成Python代码 +7. 代码应该完整，可以直接执行，并且能够返回查询结果 + +注意： +- 你的任务是对错误的代码和错误参数进行修正，而不是返回错误信息和解释 +- 如果要查找的节点在知识图谱中不存在，那么请你返回一个类似的节点，而不是返回错误信息 +- 你的输出只能修改后的错误Python代码，不要添加任何解释或注释 +- 代码应该简洁明了，只需要调用适当的方法并返回结果 +- 如果需要对结果进行处理（如单位换算，简单四则运算等），可以添加必要的代码 +- 如果没有办法根据已有的信息对代码进行修改，那么只需要返回原本的错误代码即可，而不是去返回给我一段自然语言文本 + +请根据以下输入进行推理并修正代码： + +思考: [你的推理过程] +行动: 工具名称 +行动输入: 工具参数 +观察: 工具返回的结果 + +...重复以上步骤... + +思考: 我已经根据错误信息修正了参数或路径，可以生成新的代码。 +Final Answer: +def neo4j_find_function(): + project = ProjectBuilder.build() + result = project.Function(parameter) + print(result) +""" + + +FUNCTION_RETURNS_LOOP_PROMPT: PromptTemplate = PromptTemplate.from_template(FUNCTION_RETURNS_LOOP_TEMPLATE) diff --git a/test_kg.py b/test_kg.py new file mode 100644 index 0000000..40a4ca8 --- /dev/null +++ b/test_kg.py @@ -0,0 +1,18 @@ +from project_implementation import ProjectBuilder + + +def find_specific_node(): + + project = ProjectBuilder.build() + + table_name = "工程费用" + fee_name = "动态费用" + fee = "其他费(QTF)" + + result = project.get_fee_schedule_on_Engineering_Cost_table(table_name, fee_name, fee) + + print(result) + + +if __name__ == "__main__": + find_specific_node()