Intention/generated_data/generated.py

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import json
import os
from itertools import product
# 目录路径
directory = "data"
# 确保目录存在
if not os.path.exists(directory):
os.makedirs(directory)
# 基础数据定义
BASE_DATA = {
# 实施组织
"implementation_organizations": ["安徽宏源电力建设公司(变电)", "安徽宏源电力建设公司变电", "宏源电力公司变电","宏源电力建设公司",
"送一分公司","送二分公司","送电一分公司","送电二分公司","变电分公司","建筑分公司","消防分公司",
"安徽宏源电力建设有限公司(线路)", "检修试验分公司"],
# 工程性质
"project_types": ["基建", "技改大修", "用户工程", "小型基建"],
# 工程名
"project_names": [
"中心变",
"1号工程",
"国网安徽马鞍山供电公司220kV恒兴变电站220kV配电装置改造(PROJ-2024-0271)",
"国网供电公司220kV恒兴变电站220kV配电装置改造调试部分",
"安徽蚌埠濠州220kV变电站220千伏大唐凤阳红心镇光伏间隔扩建工程(电气安装)"
"滁州堰陈110千伏变电站新建工程",
"安徽蚌埠濠州220kV变电站220千伏大唐凤阳红心镇光伏间隔扩建工程(电气安装)(PROJ-2024-0794)",
"金牛500kV变电站新建工程建筑(PROJ-2023-0506)",
"谷岭220kV变电站220kV蕲城电厂、埇南间隔扩建工程(PROJ-2023-0466)",
"渝北±800千伏换流站工程电气安装A包(PROJ-2024-0057)",
"检修公司调相机一二次设备检修维护和改造服务框架-2025年南苑调相机检修一期(PROJ-2023-0179)"
"明生科创基地项目",
"安徽明生有限公司科创基地项目",
"无人机智能巡检技术实验室项目",
"九号线路项目",
"埇南间隔更换项目",
"国网滁州供电公司电流互感器更换项目",
"谷岭220kV变电站220kV蕲城电厂-埇南间隔扩建项目(PROJ-2023-0466)",
"安徽明生电力投资集团有限公司科创基地项目(一期)(PROJ-2024-1035)"
"九号工程",
"合州变电站",
"合州换流站"
],
# 项目部名称
"project_departments": ["调试一队", "第9项目管理部","第9项目管理部门", "金上第十一项目部门", "第八项目管理部(合肥)", "肥东9号项目部",
"金上第一项目部管理部(池州黄山)", "第一项目部管理部(肥东)", "调试四队","第一项目部","第10项目管理部特高压部门"],
# 项目经理
"project_managers": ["陈少平项目经理", "范文立项目经理", "何东洋项目经理"],
# 建管地区,"国网安徽省电力有限公司建设分公司", "国网安徽省电力有限公司马鞍山供电公司","马鞍山供电公司",
"construction_areas": ["合肥","马鞍山","滁州"],
"construction_units": ["芜湖供电公司","阜阳供电公司","安徽送变电工程有限公司","安徽明生电力投资集团有限公司","明生电力投资公司","国网安徽省电力有限公司合肥供电公司",
"淮南交通控股(集团)有限公司","国网安徽省电力有限公司淮南供电公司","合肥供电公司","西信新能源科技公司","葛洲坝集团公司","中国葛洲坝集团公司",
"国网安徽省电力有限公司建设分公司","中铁四局建设公司","中铁四局建设公司","银联黄山园区开发有限公司"],
# 分包单位
"subcontractors": ["劦力建筑责任公司","安徽劦力建筑装饰有限责任公司", "安徽苏亚建设集团有限公司","大信电力建设有限公司","优越电力公司",
"安徽国腾电力工程有限公司","安徽京硚建设有限公司","中国能源建设集团安徽省电力设计院有限公司"],
# 班组名称
"team_names": ["张朵班组", "刘梁玉班组", "魏玉龙班组"],
# 班组长
"team_leaders": ["李元帅班组长", "刘雨豪班组长"],
# 风险等级
"risk_levels": ["1级", "一级", "二级", "5级", "四级"],
# 8+2工况
"operatings": ["8+2工况", "8加2工况"],
# 页面切换
"pages": ["风险管控", "日计划", "周风险", "日计划统计报表", "日计划推送", "生产管控中心", "考勤统计详情",
"今日作业计划", "周风险统计报表", "周风险推送"]
}
# 自然语言模板配置
TEMPLATE_CONFIG = {
"日计划数量查询": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天","2025-04-09"],
"templates": [
("{date}{project_name}有多少作业计划?", ["date", "project_name"]),
("{project_name}{date}有多少项作业计划?", ["project_name", "date"]),
("{date}公司{project_name}有多少作业计划?", ["date", "project_name"]),
("{date}送电变公司{project_name}有多少作业计划?", ["date", "project_name"]),
("工程性质是{project_type}{date}有多少作业计划?", ["project_type", "date"]),
("工程性质是{project_type}{date}有多少项作业计划?", ["project_type", "date"]),
("工程性质是{project_type}{date}有多少条作业计划?", ["project_type", "date"]),
("{date}风险等级为{risk_level}的作业计划有多少?", ["date", "risk_level"]),
("公司{date}工程性质为{project_type}的有多少项作业计划?", ["date", "project_type"]),
("安徽送电变公司{date}工程性质为{project_type}的有多少项作业计划?", ["date", "project_type"]),
("{date}工程性质为{project_type}的有多少条作业计划?", ["date", "project_type"]),
("公司工程性质为{project_type}{date}有多少作业计划?", ["project_type", "date"]),
("安徽送电变公司工程性质为{project_type}{date}有多少作业计划?", ["project_type", "date"]),
("工程性质为{project_type}{date}有多少项作业计划?", ["project_type", "date"]),
("查询{project_name}{date}的作业计划数量", ["project_name", "date"]),
("{date}{project_type}类作业计划有多少?", ["date", "project_type"]),
("{project_type}{date}作业计划有多少?", ["project_type", "date"]),
("{date}公司有多少项作业计划?", ["date"]),
("{date}送变电公司有多少项作业计划?", ["date"]),
("{date}有多少条作业计划?", ["date"]),
("公司{date}有多少作业计划?", ["date"]),
("送变电公司{date}有多少作业计划?", ["date"]),
("安徽送变电{date}有多少作业计划?", ["date"]),
("{date}{operating}有多少项作业计划?", ["date", "operating"]),
("{date}公司{operating}有多少项作业计划?", ["date", "operating"]),
("{date}送变电公司{operating}有多少项作业计划?", ["date", "operating"]),
("{date}安徽送变电{operating}有多少项作业计划?", ["date", "operating"]),
("{date}{implementation_organization}{project_department}有多少项作业计划?",
["date", "implementation_organization", "project_department"]),
("{date}{project_department}{implementation_organization}有多少项作业计划?",
["date", "project_department", "implementation_organization"]),
("{implementation_organization}{project_department}{date}有多少条作业计划?",
["implementation_organization", "project_department", "date"]),
("{date}{implementation_organization}有多少项作业计划?", ["date", "implementation_organization"]),
("{date}公司{project_department}有多少作业计划?", ["date", "project_department"]),
("{date}送变电公司{project_department}有多少作业计划?", ["date", "project_department"]),
("{date}安徽送变电{project_department}有多少作业计划?", ["date", "project_department"]),
("{date}{project_department}{implementation_organization}有多少作业计划?",
["date", "project_department", "implementation_organization"]),
("{date}{project_department}有多少项作业计划?", ["date", "project_department"]),
("公司{project_department}{date}有多少项{risk_level}风险作业计划?",
["project_department", "date", "risk_level"]),
("送变电公司{project_department}{date}有多少项{risk_level}风险作业计划?",
["project_department", "date", "risk_level"]),
("安徽送变电{project_department}{date}有多少项{risk_level}风险作业计划?",
["project_department", "date", "risk_level"]),
("{project_department}{date}有多少项{risk_level}风险作业计划?",
["project_department", "date", "risk_level"]),
("{project_department}{date}有多少{risk_level}风险作业计划?", ["project_department", "date", "risk_level"]),
# 请帮我查一下
("请帮我查一下{date}{project_manager}作业计划是多少?", ["date", "project_manager"]),
("请帮我查一下{date}分包单位{subcontractor}有多少条作业计划?", ["date", "subcontractor"]),
("请帮我查一下{date}{team_leader}有多少作业计划?", ["date", "team_leader"]),
("请帮我查一下{date}风险等级为{risk_level}的作业计划有多少?", ["date", "risk_level"]),
("请帮我查一下{date}公司{project_department}有多少{risk_level}风险作业计划?",
["date", "project_department", "risk_level"]),
("请帮我查一下{date}送变电公司{project_department}有多少{risk_level}风险作业计划?",
["date", "project_department", "risk_level"]),
("请帮我查一下{date}安徽送变电{project_department}有多少{risk_level}风险作业计划?",
["date", "project_department", "risk_level"]),
("请帮我查一下{date}{project_department}有多少{risk_level}风险作业计划?", ["date", "project_department", "risk_level"]),
("请帮我查一下{date}{project_type}类风险等级为{risk_level}的作业计划有多少?", ["date", "project_type", "risk_level"]),
("请帮我查一下{date}存在{risk_level}风险的有多少", ["date", "risk_level"]),
("请帮我查一下{implementation_organization}{date}{risk_level}风险的有多少", ["implementation_organization","date", "risk_level"]),
("请帮我查一下{implementation_organization}{date}存在{risk_level}风险的有多少", ["implementation_organization","date", "risk_level"]),
("{date}{project_type}{implementation_organization}组织实施的作业计划有多少?",
["date", "project_type", "implementation_organization"]),
("{date}{project_department}管理的{project_type}类作业计划有多少?",
["date", "project_department", "project_type"]),
("{date}分包单位{subcontractor}承包的{project_type}类作业计划有多少?", ["date", "subcontractor", "project_type"]),
("{date}分包单位为{project_manager}负责的{project_type}类作业计划有多少?",
["date", "project_manager", "project_type"]),
("{date}{team_leader}带领的{project_type}类作业计划有多少?", ["date", "team_leader", "project_type"]),
("{date}{project_name}{project_manager}作业计划有多少?", ["date", "project_name", "project_manager"]),
("{date}{project_name}中,风险等级为{risk_level}的作业计划有多少?", ["date", "project_name", "risk_level"]),
("{date}{project_manager}作业计划有多少?", ["date", "project_manager"]),
("{project_manager}{date}作业计划有多少?", ["project_manager", "date"]),
("{date}{implementation_organization}{project_manager}的作业计划数量",
["date", "implementation_organization", "project_manager"]),
("{implementation_organization}{project_manager}{date}的作业计划数量",
["implementation_organization", "project_manager", "date"]),
# 班组
("{date}{team_name}有多少项作业计划?", ["date", "team_name"]),
("{team_name}{date}有多少作业计划?", ["team_name", "date"]),
("{team_name}{date}有多少条作业计划?", ["team_name", "date"]),
("{team_name}{date}作业计划数量", ["team_name", "date"]),
("{date}{team_name}作业计划数量", ["date", "team_name"]),
#作业
("{date}{implementation_organization}{project_department}有多少作业?",
["date", "implementation_organization", "project_department"]),
("{implementation_organization}{project_department}{date}有多少条作业?",
["implementation_organization", "project_department", "date"]),
("{date}{project_department}{implementation_organization}有多少作业?",
["date", "project_department", "implementation_organization"]),
("{project_department}{implementation_organization}{date}有多少条作业?",
["project_department", "implementation_organization", "date"]),
("{date}{implementation_organization}有多少项作业?", ["date", "implementation_organization"]),
("{date}公司{project_department}有多少作业?", ["date", "project_department"]),
("{date}送变电公司{project_department}有多少作业?", ["date", "project_department"]),
("{date}安徽送变电{project_department}有多少作业?", ["date", "project_department"]),
("{date}{project_department}有多少项作业?", ["date", "project_department"]),
#有多少
("{date}{implementation_organization}{project_department}有多少?",
["date", "implementation_organization", "project_department"]),
("{project_department}{implementation_organization}{date}有多少?",
["project_department", "implementation_organization", "date"]),
("{date}{implementation_organization}有多少?", ["date", "implementation_organization"]),
("{date}公司{project_department}有多少?", ["date", "project_department"]),
("{date}送变电公司{project_department}有多少?", ["date", "project_department"]),
("{date}安徽送变电{project_department}有多少?", ["date", "project_department"]),
("{date}{project_department}有多少?", ["date", "project_department"]),
("{date}{project_name}有多少", ["date", "project_name"]),
("{project_name}{date}有多少", ["project_name", "date"]),
("{date}公司{project_name}有多少?", ["date", "project_name"]),
("{date}送变电公司{project_name}有多少?", ["date", "project_name"]),
("{date}安徽送变电{project_name}有多少?", ["date", "project_name"]),
("{date}工程性质是{project_type}有多少", ["project_type", "date"]),
("工程性质是{project_type}{date}有多少", ["project_type", "date"]),
("{date}存在{operating}的有多少", ["date", "operating"]),
("{date}{operating}的有多少", ["date", "operating"]),
#实施组织
("{implementation_organization}(实施组织)在{date}有多少作业计划?", ["implementation_organization", "date"]),
("{date}{implementation_organization}(实施组织)有多少作业计划?", ["date", "implementation_organization"]),
("请帮我查一下{date}{implementation_organization}(实施组织)有多少{risk_level}风险作业计划?", ["date", "implementation_organization", "risk_level"]),
("请帮我查一下{date}{implementation_organization}(实施组织)有多少{risk_level}风险作业计划?", ["date", "implementation_organization", "risk_level"]),
#建管单位所在地区
("{construction_area}地区在{date}有多少作业计划?", ["construction_area", "date"]),
("{construction_area}地区在{date}有多少项作业计划?", ["construction_area", "date"]),
("{date}{construction_area}地区有多少作业计划?", ["date", "construction_area"]),
("请帮我查一下{date}{construction_area}地区有多少{risk_level}风险作业计划?", ["date", "construction_area", "risk_level"]),
("{date}{project_type}{construction_area}地区的作业计划有多少?", ["date", "project_type", "construction_area"]),
#建管单位
("{construction_unit}(建管单位)在{date}有多少作业计划?", ["construction_unit", "date"]),
("{date}{construction_unit}有多少项作业计划?", ["date", "construction_unit",]),
("{date}{construction_unit}(建管单位)有多少作业计划?", ["date", "construction_unit"]),
("请帮我查一下{date}{construction_unit}(建管单位)有多少{risk_level}风险作业计划?", ["date", "construction_unit", "risk_level"]),
("请帮我查一下{date}{construction_unit}(建管单位)有多少{risk_level}风险作业计划?", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}的作业计划有多少?", ["date", "construction_unit"]),
("{date}{construction_unit}有多少{risk_level}风险作业计划?", ["date", "construction_unit", "risk_level"]),
#分包单位
("{subcontractor}(分包单位)在{date}有多少作业计划?", ["subcontractor", "date"]),
("{subcontractor}(分包单位)在{date}有多少项作业计划?", ["subcontractor", "date"]),
("{date}{subcontractor}有多少作业计划?", ["date", "subcontractor"]),
("请帮我查一下{date}{subcontractor}(分包单位)有多少{risk_level}风险作业计划?", ["date", "subcontractor", "risk_level"]),
("请帮我查一下{date}{subcontractor}(分包单位)有多少{risk_level}风险作业计划?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}的作业计划有多少?", ["date", "subcontractor"]),
("{date}{subcontractor}有多少{risk_level}风险作业计划?", ["date", "subcontractor", "risk_level"]),
]
},
"周计划数量查询": {
"date": ["本周", "上周", "上一周", "下周", "下一周", "最近一周", "本周内", "这一周"],
"templates": [
("{date}{project_name}作业计划有多少?", ["date", "project_name"]),
("{project_name}{date}作业计划有多少?", ["project_name", "date"]),
("公司{project_name}{date}作业计划有多少?", ["project_name", "date"]),
("送变电公司{project_name}{date}作业计划有多少?", ["project_name", "date"]),
("{construction_area}地区{date}作业计划有多少?", ["construction_area", "date"]),
# 🎯 仅 date 维度
("{date}作业计划有多少?", ["date"]),
# 🎯 date + 其他单个维度
("{date}{project_name}有多少项作业计划?", ["date", "project_name"]),
("{date}{construction_area}地区作业计划有多少?", ["date", "construction_area"]),
("{date}{implementation_organization}作业计划有多少?", ["date", "implementation_organization"]),
("{date}{implementation_organization}{project_department}作业计划有多少?",
["date", "implementation_organization", "project_department"]),
("{date}{project_department}{implementation_organization}作业计划有多少?",
["date", "project_department", "implementation_organization"]),
("{date}{project_department}作业计划有多少?", ["date", "project_department"]),
("{date}{project_manager}作业计划有多少?", ["date", "project_manager"]),
("{date}分包单位为{subcontractor}作业计划有多少?", ["date", "subcontractor"]),
("{date}{team_leader}作业计划有多少?", ["date", "team_leader"]),
("{date}{project_department}作业计划数量", ["date", "project_department"]),
("{date}{subcontractor}分包单位作业计划数量?", ["date", "subcontractor"]),
# 🎯 date + 风险维度
("{date}有多少项{risk_level}风险作业计划?", ["date", "risk_level"]),
("{date}有多少{risk_level}风险作业计划?", ["date", "risk_level"]),
("{date}存在{risk_level}风险的作业计划有多少?", ["date", "risk_level"]),
("{date}{risk_level}风险作业计划有多少", ["date", "risk_level"]),
# 🎯 date + construction_area + risk_level
("{construction_area}地区{date}有多少项{risk_level}风险作业计划", ["construction_area", "date", "risk_level"]),
# 🎯 date + implementation_organization + risk_level
("{date}{implementation_organization}风险等级为{risk_level}的作业计划有多少?",
["date", "implementation_organization", "risk_level"]),
# 🎯 date + project_name + project_manager
("{date}{project_name}{project_manager}负责的作业计划有多少?", ["date", "project_name", "project_manager"]),
# 🎯 date + project_name + risk_level
("{date}{project_name}有多少项{risk_level}风险作业计划?", ["date", "project_name", "risk_level"]),
# 🎯 project_manager 维度
("公司{project_manager}{date}作业计划数量?", ["project_manager", "date"]),
("送变电公司{project_manager}{date}作业计划数量?", ["project_manager", "date"]),
("{project_manager}{date}作业计划有多少?", ["project_manager", "date"]),
("公司{project_manager}{date}作业计划有多少?", ["project_manager", "date"]),
("送变电公司{project_manager}{date}作业计划有多少?", ["project_manager", "date"]),
("安徽送变电{project_manager}{date}作业计划有多少?", ["project_manager", "date"]),
("{project_manager}{date}负责的风险等级为{risk_level}的作业计划有多少?",
["project_manager", "date", "risk_level"]),
("{date}{team_name}有多少项作业计划?", ["date", "team_name"]),
("{team_name}{date}有多少作业计划?", ["team_name", "date"]),
("{team_name}{date}作业计划数量", ["team_name", "date"]),
("{date}{team_name}的作业计划数量", ["date", "team_name"]),
#有多少
("{date}{implementation_organization}{project_department}有多少?",
["date", "implementation_organization", "project_department"]),
("{implementation_organization}{project_department}{date}有多少?",
["implementation_organization", "project_department", "date"]),
("{date}{project_department}{implementation_organization}有多少项作业计划?",
["date", "project_department", "implementation_organization"]),
("请帮我查一下{date}{implementation_organization}有多少?", ["date", "implementation_organization"]),
("请帮我查一下{date}公司{project_department}有多少?", ["date", "project_department"]),
("请帮我查一下{date}{project_department}有多少?", ["date", "project_department"]),
("请帮我查一下{date}{project_name}有多少", ["date", "project_name"]),
("请帮我查一下{project_name}{date}有多少", ["project_name", "date"]),
("请帮我查一下{date}公司{project_name}有多少?", ["date", "project_name"]),
("请帮我查一下{date}工程性质是{project_type}有多少", ["project_type", "date"]),
("请帮我查一下工程性质是{project_type}{date}有多少", ["project_type", "date"]),
#建管单位所在地区
("{construction_area}地区在{date}有多少作业计划?", ["construction_area", "date"]),
("{construction_area}地区在{date}有多少项作业计划?", ["construction_area", "date"]),
("{date}{construction_area}地区有多少作业计划?", ["date", "construction_area"]),
("{date}{construction_area}地区有多少{risk_level}风险作业计划?", ["date", "construction_area", "risk_level"]),
("{date}{construction_area}地区{operating}的有多少?", ["date", "construction_area","operating"]),
#建管单位
("{construction_unit}{date}有多少作业计划?", ["construction_unit", "date"]),
("{date}{construction_unit}有多少项作业计划?", ["date", "construction_unit",]),
("{date}建管单位为{construction_unit}有多少作业计划?", ["date", "construction_unit"]),
("{date}{construction_unit}风险等级为{risk_level}的作业计划有多少", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}有多少{risk_level}风险作业计划?", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{operating}的作业计划有多少?", ["date", "construction_unit","operating"]),
#分包单位
("{subcontractor}{date}有多少作业计划?", ["subcontractor", "date"]),
("{date}{subcontractor}有多少项作业计划?", ["date","subcontractor"]),
("{date}分包单位为{subcontractor}有多少{risk_level}风险作业计划?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}有多少{risk_level}风险作业计划?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}{operating}的作业计划有多少?", ["date", "subcontractor","operating"]),
]
},
"日计划作业内容": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天"],
"templates": [
("{date}{project_name}作业内容是什么?", ["date", "project_name"]),
("{project_name}{date}的作业有哪些", ["project_name", "date"]),
("{date}{project_type}类作业有哪些?", ["date", "project_type"]),
("{project_type}{date}具体作业内容是什么?", ["project_type", "date"]),
("{date}工程性质为{project_type}的作业内容是什么?", ["date", "project_type"]),
("工程性质为{project_type}{date}作业计划分别是什么?", ["project_type", "date"]),
("工程性质为{project_type}{date}4项作业计划分别是什么", ["project_type", "date"]),
("{construction_area}地区在{date}作业内容是什么?", ["construction_area", "date"]),
# 1. 查询特定日期和项目的作业安排
("{date}{project_name}作业是什么?", ["date", "project_name"]),
("{date}属于{operating}作业内容是什么?", ["date", "operating"]),
("{date}存在{operating}作业是什么?", ["date", "operating"]),
# 3. 查询特定日期和项目类型的工程计划
("{date}{project_type}类作业有哪些?", ["date", "project_type"]),
("{date}{construction_area}地区{risk_level}风险的作业内容是什么?", ["date", "construction_area", "risk_level"]),
("{date}{implementation_organization}{risk_level}风险的作业是什么?",
["date", "implementation_organization", "risk_level"]),
# 5. 查询特定日期和项目经理的任务安排
("{project_manager}{date}作业内容是什么?", ["project_manager", "date"]),
("{project_manager}{date}作业计划分别是什么?", ["project_manager", "date"]),
("{project_manager}{date}4项作业计划分别是什么", ["project_manager", "date"]),
# 6. 查询特定日期和风险等级的任务
("{date}风险等级为{risk_level}的作业计划有哪些?", ["date", "risk_level"]),
("{date}风险等级为{risk_level}四项作业计划分别有哪些?", ["date", "risk_level"]),
# 7. 查询特定日期和实施单位的任务内容
("{implementation_organization}{date}作业内容是什么?", ["implementation_organization", "date"]),
# 8. 查询特定日期和团队领导的任务安排
("{team_leader}{date}作业内容是什么?", ["team_leader", "date"]),
# 9. 查询特定日期和项目类型下的高风险任务
("{date}{project_type}类风险等级为{risk_level}的作业内容是什么?", ["date", "project_type", "risk_level"]),
# 10. 查询特定日期和风险等级的任务安排
("{date}风险等级为{risk_level}2项作业计划分别是什么", ["date", "risk_level"]),
("{date}{risk_level}的作业内容是什么?", ["date", "risk_level"]),
# 11. 查询特定日期和施工单位的任务进展
("{construction_area}地区{date}的作业计划是什么?", ["construction_area", "date"]),
("{construction_area}地区{date}作业有哪些", ["construction_area", "date"]),
# 12. 查询特定日期和项目经理完成的任务
("{project_manager}{date}作业内容是什么?", ["project_manager", "date"]),
("{project_manager}{date}三项作业计划分别是什么?", ["project_manager", "date"]),
# 13. 查询特定日期和项目经理的高风险任务
("{project_manager}{date}的风险等级为{risk_level}的作业内容是什么?",
["project_manager", "date", "risk_level"]),
# 15. 查询特定日期和所有任务安排
("{date}作业内容是什么?", ["date"]),
("{date}作业计划有哪些?", ["date"]),
("{date}作业计划是什么?", ["date"]),
("{date}三项作业计划分别是什么?", ["date"]),
("{date}作业是什么?", ["date"]),
("{date}作业有哪些?", ["date"]),
("{date}{implementation_organization}{project_department}作业内容是什么?",
["date", "implementation_organization", "project_department"]),
("{implementation_organization}{project_department}{date}作业计划有哪些?",
["implementation_organization", "project_department", "date"]),
("{implementation_organization}{project_department}{date}作业计划是什么?",
["implementation_organization", "project_department", "date"]),
("{implementation_organization}{project_department}{date}作业是什么?",
["implementation_organization", "project_department", "date"]),
("{implementation_organization}{project_department}{date}两项作业计划分别是什么?",
["implementation_organization", "project_department", "date"]),
("{project_department}{implementation_organization}{date}作业计划是什么?",
["project_department", "implementation_organization", "date"]),
("{date}{project_department}{implementation_organization}作业是什么?",
["date", "project_department", "implementation_organization"]),
("{date}{project_department}{implementation_organization}两项作业计划分别是什么?",
["date", "project_department", "implementation_organization"]),
# 16. 查询特定日期和项目进度
("请帮我查一下{date}{project_name}作业内容是什么?", ["date", "project_name"]),
# 班组
("请帮我查一下{date}{team_name}作业是什么?", ["date", "team_name"]),
("请帮我查一下{team_name}{date}作业内容", ["team_name", "date"]),
("{team_leader}{date}具体的作业内容", ["team_leader", "date"]),
# 9. 查询特定日期和项目类型下的高风险任务
("{date}{project_type}类风险等级为{risk_level}具体的作业计划", ["date", "project_type", "risk_level"]),
# 10. 查询特定日期和风险等级的任务安排
("{date}风险等级为{risk_level}具体的2项作业计划", ["date", "risk_level"]),
("{date}{risk_level}作业内容", ["date", "risk_level"]),
#建管单位所在地区
("{construction_area}地区{date}作业内容是什么?", ["construction_area", "date"]),
("{construction_area}地区{date}具体的作业内容", ["construction_area", "date"]),
("{date}{construction_area}地区具体的作业计划是什么", ["date", "construction_area"]),
("{date}{construction_area}地区有哪些{risk_level}风险作业计划?", ["date", "construction_area", "risk_level"]),
("{date}{construction_area}地区{operating}的作业内容是什么?", ["date", "construction_area","operating"]),
#建管单位
("{construction_unit}{date}作业内容是什么?", ["construction_unit", "date"]),
("{date}{construction_unit}具体的作业内容", ["date", "construction_unit",]),
("{date}建管单位为{construction_unit}具体的作业计划是什么?", ["date", "construction_unit"]),
("{date}{construction_unit}风险等级为{risk_level}的作业计划是什么", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}有哪些{risk_level}风险作业计划?", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{operating}的作业内容是什么?", ["date", "construction_unit","operating"]),
#分包单位
("{subcontractor}{date}作业内容是什么", ["subcontractor", "date"]),
("{date}{subcontractor}具体的作业内容", ["date","subcontractor"]),
("{date}分包单位为{subcontractor}有哪些{risk_level}风险作业计划?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}风险等级为{risk_level}的作业计划是什么?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}{operating}的作业内容是什么?", ["date", "subcontractor","operating"]),
]
},
"周计划作业内容": {
"date": ["本周", "上周", "上一周", "下周", "下一周", "最近一周", "本周内", "这一周"],
"templates": [
("工程性质为{project_type}{date}作业是什么?", ["project_type", "date"]),
("{date}工程性质为{project_type}作业内容是什么?", ["date", "project_type"]),
("{date}{construction_area}地区作业有哪些?", ["date", "construction_area"]),
("{implementation_organization}{date}的作业有哪些?", ["implementation_organization", "date"]),
("{implementation_organization}{project_department}{date}2项作业计划分别是什么",
["implementation_organization", "project_department", "date"]),
# 4. 查询某项目在指定周的所有作业计划
("{project_name}{date}有哪些作业?", ["project_name", "date"]),
# 5. 查询指定周的所有项目类型作业内容
("{date}{project_type}类作业内容是什么?", ["date", "project_type"]),
# 6. 查询某施工单位在指定周的作业任务
("{construction_area}地区在{date}作业计划分别是什么?", ["construction_area", "date"]),
# 7. 查询某项目经理在指定周负责的作业内容
("{project_manager}{date}作业内容是什么?", ["project_manager", "date"]),
# 8. 查询某团队负责人在指定周的作业安排
("{team_leader}{date}作业内容是什么?", ["team_leader", "date"]),
# 9. 查询某项目类型在指定周的高风险作业内容
("{date}{project_type}类并且风险等级为{risk_level}的作业内容是什么?",
["date", "project_type", "risk_level"]),
# 10. 查询某风险等级在指定周的作业内容
("{date}风险等级为{risk_level}的作业内容是什么?", ["date", "risk_level"]),
("{date}{risk_level}风险的作业计划分别是什么?", ["date", "risk_level"]),
("{date}{risk_level}有哪些作业", ["date", "risk_level"]),
# 11. 查询某施工单位在指定周的作业进展
("{construction_area}地区在{date}作业内容是什么?", ["construction_area", "date"]),
("{construction_area}地区在{date}有哪些作业?", ["construction_area", "date"]),
# 13. 查询某团队在指定周的作业安排
("{team_leader}领导的团队在{date}的作业有哪些?", ["team_leader", "date"]),
# 15. 查询某项目部门在指定周的作业安排
("{project_department}{date}作业内容是什么?", ["project_department", "date"]),
("请帮我查一下{date}{team_name}作业内容是什么", ["date", "team_name"]),
("请帮我查一下{team_name}{date}2项作业计划", ["team_name", "date"]),
("请帮我查一下{team_name}{date}2项作业计划分别是什么", ["team_name", "date"]),
("请帮我查一下{team_name}{date}有哪些作业", ["team_name", "date"]),
("{date}{construction_area}地区具体作业计划", ["date", "construction_area"]),
("{implementation_organization}{date}的作业", ["implementation_organization", "date"]),
("{implementation_organization}{project_department}{date}具体2项作业计划",
["implementation_organization", "project_department", "date"]),
#建管单位所在地区
("{construction_area}地区{date}作业内容是什么?", ["construction_area", "date"]),
("{construction_area}地区{date}具体的作业内容", ["construction_area", "date"]),
("{date}{construction_area}地区具体的作业计划是什么", ["date", "construction_area"]),
("{date}{construction_area}地区有哪些{risk_level}风险作业计划?", ["date", "construction_area", "risk_level"]),
("{date}{construction_area}地区{operating}的作业内容是什么?", ["date", "construction_area","operating"]),
#建管单位
("{construction_unit}{date}作业内容是什么?", ["construction_unit", "date"]),
("{date}{construction_unit}具体的作业内容", ["date", "construction_unit",]),
("{date}建管单位为{construction_unit}具体的作业计划是什么?", ["date", "construction_unit"]),
("{date}{construction_unit}风险等级为{risk_level}的作业计划是什么", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}有哪些{risk_level}风险作业计划?", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{operating}的作业内容是什么?", ["date", "construction_unit","operating"]),
#分包单位
("{subcontractor}{date}作业内容是什么", ["subcontractor", "date"]),
("{date}{subcontractor}具体的作业内容", ["date","subcontractor"]),
("{date}分包单位为{subcontractor}有哪些{risk_level}风险作业计划?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}风险等级为{risk_level}的作业计划是什么?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}{operating}的作业内容是什么?", ["date", "subcontractor","operating"]),
]
},
"施工人数": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天","2025-04-09"],
"templates": [
("{date}{project_name}施工人员有多少?", ["date", "project_name"]),
("{date}{project_name}施工人数是多少?", ["date", "project_name"]),
("{date}{project_name}现场有多少施工人员?", ["date", "project_name"]),
("{date}{project_name}现场施工人数是多少?", ["date", "project_name"]),
("{construction_area}地区{date}的施工人数是多少?", ["construction_area", "date"]),
("{construction_area}地区{date}现场施工人数是多少?", ["construction_area", "date"]),
# 2. 统计某施工单位在指定日期的施工总人数
("统计{construction_area}地区在{date}的施工人数是多少?", ["construction_area", "date"]),
("{date}属于{operating}的施工人数是多少?", ["date", "operating"]),
# 4. 查询某项目类型在指定日期的施工人员需求
("{date}{project_type}类有多少施工人员?", ["date", "project_type"]),
("{date}工程性质为{project_type}有多少施工人员?", ["date", "project_type"]),
("{date}工程性质为{project_type}有多少现场施工人员?", ["date", "project_type"]),
("{date}工程性质为{project_type}的施工人数是多少?", ["date", "project_type"]),
("工程性质为{project_type}{date}的施工人数是多少?", ["project_type", "date"]),
("工程性质为{project_type}{date}的现场施工人数是多少?", ["project_type", "date"]),
("工程性质为{project_type}{date}有多少施工人员?", ["project_type", "date"]),
# 5. 统计某施工单位在指定日期的各项目施工人数
("{construction_area}地区在{date}的施工人数是多少?", ["construction_area", "date"]),
# 8. 统计某项目经理管理的项目在指定日期的施工总人数
("{project_manager}负责的项目在{date}的施工人数是多少?", ["project_manager", "date"]),
("{date}{project_manager}负责的项目的现场施工人数是多少?", ["date", "project_manager"]),
# 9. 查询某分包商在指定日期的施工人员投入
("分包单位为{subcontractor}{date}施工人员有多少?", ["subcontractor", "date"]),
("{subcontractor}分包单位{date}的施工人数是多少?", ["subcontractor", "date"]),
("{date}分包单位为{subcontractor}的施工人员有多少?", ["date", "subcontractor"]),
("{date}{subcontractor}分包单位的施工人数是多少?", ["date", "subcontractor"]),
("{implementation_organization}{date}现场施工人员有多少?", ["implementation_organization", "date"]),
("{implementation_organization}{date}现场有多少施工人员?", ["implementation_organization", "date"]),
("{implementation_organization}{date}的现场施工人数是多少?", ["implementation_organization", "date"]),
("{date}{implementation_organization}现场有多少施工人员?", ["date", "implementation_organization"]),
("{date}{implementation_organization}现场施工人数是多少?", ["date", "implementation_organization"]),
("{team_leader}{date}的施工人员有多少?", ["team_leader", "date"]),
("{team_leader}{date}的施工人数是多少?", ["team_leader", "date"]),
("{date}{team_leader}的施工人员有多少?", ["date", "team_leader"]),
("{date}{team_leader}的施工人数是多少?", ["date", "team_leader"]),
# 11. 查询某实施单位在指定日期的施工人员总数
("{implementation_organization}{date}的施工人数是多少?", ["implementation_organization", "date"]),
("{implementation_organization}{date}的施工人员有多少?", ["implementation_organization", "date"]),
("{date}{team_leader}的施工人员有多少?", ["date", "team_leader"]),
("{date}{team_leader}的施工人数是多少?", ["date", "team_leader"]),
# 16. 统计某项目部门在指定日期的施工人员数量
("{project_department}{date}的施工人员有多少?", ["project_department", "date"]),
("{project_department}{date}的施工人数是多少?", ["project_department", "date"]),
# 20. 统计某风险等级项目在指定日期的工种配置情况
("{date}{risk_level}风险的施工人数是多少?", ["date", "risk_level"]),
# 21. 查询某分包商在指定周的施工人员安排
("分包单位为{subcontractor}{date}的施工人数是多少?", ["subcontractor", "date"]),
# 22. 统计某施工单位在指定周的高风险作业人员数量
("{construction_area}地区{date}风险等级为{risk_level}的施工人数是多少?",
["construction_area", "date", "risk_level"]),
("{date}{team_name}施工人数是多少", ["date", "team_name"]),
("{date}{team_name}施工人数是什么", ["date", "team_name"]),
("{team_name}{date}施工人数有多少", ["team_name", "date"]),
("{team_name}{date}施工人数是什么", ["team_name", "date"]),
#
("{date}{implementation_organization}{project_department}作业人数是多少?",
["date", "implementation_organization", "project_department"]),
("{implementation_organization}{project_department}{date}作业人员有多少?",
["implementation_organization", "project_department", "date"]),
("{implementation_organization}{project_department}{date}作业人数是多少?",
["implementation_organization", "project_department", "date"]),
("{date}{implementation_organization}{project_department}有多少作业人员?",
["date", "implementation_organization", "project_department"]),
("{implementation_organization}{project_department}{date}作业人数是多少?",
["implementation_organization", "project_department", "date"]),
("{project_department}{implementation_organization}{date}有多少作业人员?",
["project_department", "implementation_organization", "date"]),
("{date}{project_department}{implementation_organization}有多少作业人数?",
["date", "project_department", "implementation_organization"]),
("请帮我查一下{date}{project_department}{implementation_organization}作业人员有多少?",
["date", "project_department", "implementation_organization"]),
("请帮我查一下{project_department}{implementation_organization}{date}作业人员是多少",
["project_department", "implementation_organization", "date"]),
#建管单位所在地区
("{construction_area}地区{date}现场作业人数是多少?", ["construction_area", "date"]),
("{construction_area}地区{date}现场有多少施工人员", ["construction_area", "date"]),
("{date}{construction_area}地区现场施工人员有多少", ["date", "construction_area"]),
("{date}{construction_area}地区{risk_level}风险的作业人数是什么?", ["date", "construction_area", "risk_level"]),
("{date}{construction_area}地区{operating}的施工人员有多少?", ["date", "construction_area","operating"]),
#建管单位
("{construction_unit}{date}现场作业人数是多少?", ["construction_unit", "date"]),
("{date}{construction_unit}现场有多少施工人员", ["date", "construction_unit",]),
("{date}建管单位为{construction_unit}现场施工人员有多少?", ["date", "construction_unit"]),
("{date}{construction_unit}风险等级为{risk_level}的施工人员有多少", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{risk_level}风险作业施工人数是多少?", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{operating}施工人员有多少?", ["date", "construction_unit","operating"]),
#分包单位
("{subcontractor}{date}现场作业人数是多少", ["subcontractor", "date"]),
("{date}{subcontractor}现场有多少施工人员", ["date","subcontractor"]),
("{date}分包单位为{subcontractor}{risk_level}施工人员有多少?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}风险等级为{risk_level}的作业施工人数是多少?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}{operating}的施工人数是多少?", ["date", "subcontractor","operating"]),
]
},
"作业考勤人数": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天"],
"templates": [
("{date}{project_name}作业考勤人数是多少", ["date", "project_name"]),
("{project_name}{date}作业考勤人数是多少", ["project_name", "date"]),
("查询分包单位为{subcontractor}{date}的出勤记录", ["subcontractor", "date"]),
("查询{subcontractor}分包单位{date}的作业考勤人数是多少", ["subcontractor", "date"]),
#出勤人
("{date}{project_name}出勤人数是多少", ["date", "project_name"]),
("{project_name}{date}出勤人数是多少", ["project_name", "date"]),
("查询分包单位为{subcontractor}{date}的出勤记录", ["subcontractor", "date"]),
("查询{subcontractor}这个分包单位{date}的作业出勤人数是多少", ["subcontractor", "date"]),
("{date}{operating}的作业考勤人数是多少?", ["date", "operating"]),
("{team_leader}{date}的作业考勤人数是多少", ["team_leader", "date"]),
# 4. 统计某施工单位在指定日期的考勤人数
("统计{construction_area}地区{date}的考勤人数", ["construction_area", "date"]),
# 5. 查询某实施单位在指定日期的考勤情况
("{implementation_organization}{date}的考勤情况如何?", ["implementation_organization", "date"]),
# 6. 查询某风险等级项目在指定日期的考勤详情
("{date}{risk_level}风险项目考勤详情", ["date", "risk_level"]),
# 7. 统计某项目类型在指定日期的出勤人数
("{date}{project_type}类出勤人数是多少?", ["date", "project_type"]),
# 10. 统计某项目在指定周的出勤总人数
("{project_name}{date}的出勤人数是多少?", ["project_name", "date"]),
("{project_name}{date}的考勤率是多少?", ["project_name", "date"]),
("{project_name}{date}的考勤率", ["project_name", "date"]),
# 11. 查询某分包商在指定周的出勤情况
("分包单位为{subcontractor}{date}的出勤情况如何?", ["subcontractor", "date"]),
("{subcontractor}这个分包单位在{date}的出勤情况怎么样?", ["subcontractor", "date"]),
("请帮我查一下{date}{team_name}考勤人数是多少", ["date", "team_name"]),
("请帮我查一下{team_name}{date}考勤人数", ["team_name", "date"]),
#建管单位所在地区
("{construction_area}地区{date}考勤人数是多少?", ["construction_area", "date"]),
("{construction_area}地区{date}现场考勤人数", ["construction_area", "date"]),
("{date}{construction_area}地区出勤人数是多少", ["date", "construction_area"]),
("{date}{construction_area}地区{risk_level}风险考勤详情?", ["date", "construction_area", "risk_level"]),
("{date}{construction_area}地区{operating}的作业考勤人数是多少?", ["date", "construction_area","operating"]),
#建管单位
("{construction_unit}{date}考勤人数是多少?", ["construction_unit", "date"]),
("{date}{construction_unit}现场考勤人数", ["date", "construction_unit",]),
("{date}建管单位为{construction_unit}出勤人数是多少?", ["date", "construction_unit"]),
("{date}{construction_unit}风险等级为{risk_level}风险考勤详情", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{risk_level}风险作业考勤人数是多少?", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{operating}出勤情况", ["date", "construction_unit","operating"]),
#分包单位
("{subcontractor}{date}考勤人数是多少", ["subcontractor", "date"]),
("{date}{subcontractor}现场考勤人数", ["date","subcontractor"]),
("{date}分包单位为{subcontractor}{risk_level}出勤人数是多少?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}风险等级为{risk_level}风险考勤详情", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}{operating}作业考勤人数是多少?", ["date", "subcontractor","operating"]),
]
},
"页面切换": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天"],
"templates": [
("打开{page}页面", ["page"]),
("打开{page}", ["page"]),
("打开{page}模块", ["page"]),
("进入{page}", ["page"]),
("进入{page}模块", ["page"]),
("进入{page}页面", ["page"]),
("跳转到{page}", ["page"]),
("跳转到{page}模块", ["page"]),
("跳转到{page}页面", ["page"]),
("访问{page}页面", ["page"]),
("访问{page}模块", ["page"]),
("访问{page}", ["page"]),
("请打开{page}模块", ["page"]),
("请打开{page}", ["page"]),
("请打开{page}页面", ["page"]),
("加载{page}模块", ["page"]),
("加载{page}", ["page"]),
("加载{page}页面", ["page"]),
]
},
"作业面查询": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天"],
"templates": [
("{date}{project_name}有多少作业面?", ["date", "project_name"]),
("{date}{construction_area}地区作业面有多少?", ["date", "construction_area"]),
("{date}{implementation_organization}作业面有多少?", ["date", "implementation_organization"]),
("{date}{implementation_organization}{project_department}有多少作业面?",
["date", "implementation_organization", "project_department"]),
("{date}{project_department}有多少作业面?", ["date", "project_department"]),
("{date}{project_manager}作业面有多少?", ["date", "project_manager"]),
("{date}{subcontractor}分包单位有多少作业面?", ["date", "subcontractor"]),
("{date}{team_leader}作业面有多少?", ["date", "team_leader"]),
("{date}{project_name}有多少作业面?", ["date", "project_name"]),
("{project_name}{date}有多少项作业面?", ["project_name", "date"]),
("{date}公司{project_name}有多少作业面?", ["date", "project_name"]),
("工程性质是{project_type}{date}有多少作业面?", ["project_type", "date"]),
("工程性质是{project_type}{date}有多少项作业面?", ["project_type", "date"]),
("工程性质是{project_type}{date}有多少条作业面?", ["project_type", "date"]),
("{date}风险等级为{risk_level}的作业面有多少?", ["date", "risk_level"]),
("请帮我查一下公司{date}工程性质为{project_type}作业面有多少?", ["date", "project_type"]),
("请帮我查一下{date}工程性质为{project_type}作业面有多少?", ["date", "project_type"]),
("请帮我查一下公司工程性质为{project_type}{date}作业面有多少?", ["project_type", "date"]),
#建管单位所在地区
("{construction_area}地区{date}作业面是多少?", ["construction_area", "date"]),
("{construction_area}地区{date}有多少作业面", ["construction_area", "date"]),
("{date}{construction_area}地区作业面有多少", ["date", "construction_area"]),
("{date}{construction_area}地区{risk_level}风险有多少条作业面?", ["date", "construction_area", "risk_level"]),
("{date}{construction_area}地区{operating}有多少项作业面?", ["date", "construction_area","operating"]),
#建管单位
("{construction_unit}{date}作业面是多少?", ["construction_unit", "date"]),
("{date}{construction_unit}有多少作业面", ["date", "construction_unit",]),
("{date}建管单位为{construction_unit}作业面有多少?", ["date", "construction_unit"]),
("{date}{construction_unit}风险等级为{risk_level}有多少条作业面", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{risk_level}风险有多少项作业面?", ["date", "construction_unit", "risk_level"]),
("请帮我查一下{date}{construction_unit}{operating}作业面有多少", ["date", "construction_unit","operating"]),
#分包单位
("{subcontractor}{date}作业面是多少", ["subcontractor", "date"]),
("{date}{subcontractor}有多少作业面", ["date","subcontractor"]),
("{date}分包单位为{subcontractor}{risk_level}作业面有多少", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}风险等级为{risk_level}有多少条作业面", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}{operating}作业面有多少?", ["date", "subcontractor","operating"]),
]
},
"班组人数查询": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天","2025-04-09"],
"templates": [
("{date}{project_name}班组人员有多少?", ["date", "project_name"]),
("{date}{project_name}班组人数是多少?", ["date", "project_name"]),
("{date}{project_name}现场有多少班组人员?", ["date", "project_name"]),
("{date}{project_name}现场班组人数是多少?", ["date", "project_name"]),
("{construction_area}地区{date}的班组人数是多少?", ["construction_area", "date"]),
("{construction_area}地区{date}现场班组人数是多少?", ["construction_area", "date"]),
# 2. 统计某施工单位在指定日期的班组总人数
("统计{construction_area}地区在{date}的班组人数是多少?", ["construction_area", "date"]),
("{date}属于{operating}的班组人数是多少?", ["date", "operating"]),
# 4. 查询某项目类型在指定日期的班组工人员需求
("{date}{project_type}类有多少班组人员?", ["date", "project_type"]),
("{date}工程性质为{project_type}有多少班组人员?", ["date", "project_type"]),
("{date}工程性质为{project_type}有多少现场班组人员?", ["date", "project_type"]),
("{date}工程性质为{project_type}的班组人数是多少?", ["date", "project_type"]),
("工程性质为{project_type}{date}有多少班组人员?", ["project_type", "date"]),
("工程性质为{project_type}{date}的现场班组人数是多少?", ["project_type", "date"]),
("工程性质为{project_type}{date}有多少班组人员?", ["project_type", "date"]),
("工程性质为{project_type}{date}的现场班组人数是多少?", ["project_type", "date"]),
# 5. 统计班组工单位在指定日期的各项目人数
("工程性质为{project_type}{date}的现场班组人数是多少?", ["project_type", "date"]),
("{construction_area}地区在{date}的班组人数是多少?", ["construction_area", "date"]),
("工程性质为{project_type}{date}的现场班组人数是多少?", ["project_type", "date"]),
# 8. 统计某项目经理管理的项目在指定日期的总人数
("工程性质为{project_type}{date}的现场班组人数是多少?", ["project_type", "date"]),
("{project_manager}负责的项目在{date}的班组人数是多少?", ["project_manager", "date"]),
("{date}{project_manager}负责的项目的现场班组人数是多少?", ["date", "project_manager"]),
#
("请帮我查一下{date}{implementation_organization}{project_department}班组人数是多少?",
["date", "implementation_organization", "project_department"]),
("请帮我查一下{implementation_organization}{project_department}{date}班组人员有多少?",
["implementation_organization", "project_department", "date"]),
("请帮我查一下{implementation_organization}{project_department}{date}班组人数是多少?",
["implementation_organization", "project_department", "date"]),
("{date}{team_name}有多少?", ["date", "team_name"]),
("请帮我查一下{date}{team_name}有多少?", ["date", "team_name"]),
#建管单位所在地区
("{construction_area}地区{date}现场班组人数是多少?", ["construction_area", "date"]),
("{construction_area}地区{date}班组人员有多少", ["construction_area", "date"]),
("{date}{construction_area}地区现场有多少班组人员", ["date", "construction_area"]),
("{date}{construction_area}地区{risk_level}风险的班组人数是多少?", ["date", "construction_area", "risk_level"]),
("{date}{construction_area}地区{operating}现场班组人数", ["date", "construction_area","operating"]),
#建管单位
("{construction_unit}{date}现场班组人数是多少", ["construction_unit", "date"]),
("{date}{construction_unit}班组人员有多少", ["date", "construction_unit",]),
("{date}建管单位为{construction_unit}现场有多少班组人员?", ["date", "construction_unit"]),
("{date}{construction_unit}风险等级为{risk_level}班组人数是多少?", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{risk_level}风险现场班组人数?", ["date", "construction_unit", "risk_level"]),
("请帮我查一下{date}{construction_unit}{operating}现场班组人数有多少", ["date", "construction_unit","operating"]),
#分包单位
("{subcontractor}{date}现场班组人数是多少", ["subcontractor", "date"]),
("{date}{subcontractor}班组人员有多少", ["date","subcontractor"]),
("{date}分包单位为{subcontractor}{risk_level}现场有多少班组人员", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}风险等级为{risk_level}班组人数是多少?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}{operating}班组人数有多少?", ["date", "subcontractor","operating"]),
]
},
"班组数查询": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天","2025-04-09"],
"templates": [
("{date}{project_name}现场有多少班组?", ["date", "project_name"]),
("{date}{project_name}现场有多少个班组?", ["date", "project_name"]),
("{date}{project_name}现场班组有多少个?", ["date", "project_name"]),
("{date}{project_name}班组数是多少?", ["date", "project_name"]),
("{date}{project_name}班组数是什么?", ["date", "project_name"]),
("{date}{project_name}班组是多少?", ["date", "project_name"]),
("{date}{project_name}班组有多少个?", ["date", "project_name"]),
("{date}{construction_area}地区班组数有多少?", ["date", "construction_area"]),
("{date}{implementation_organization}现场班组数是多少?", ["date", "implementation_organization"]),
("{date}{implementation_organization}{project_department}有多少班组?",
["date", "implementation_organization", "project_department"]),
("{date}{project_department}现场有多少个班组?", ["date", "project_department"]),
("{date}{project_manager}现场班组数是多少?", ["date", "project_manager"]),
("{date}分包单位为{subcontractor}现场有多少班组?", ["date", "subcontractor"]),
("{date}{team_leader}班组数是多少?", ["date", "team_leader"]),
("{date}{team_leader}班组有多少?", ["date", "team_leader"]),
("{date}{project_name}有多少班组?", ["date", "project_name"]),
("{project_name}{date}有多少个班组?", ["project_name", "date"]),
("{date}公司{project_name}有多少班组?", ["date", "project_name"]),
("工程性质是{project_type}{date}有多少班组?", ["project_type", "date"]),
("工程性质是{project_type}{date}有多少班组?", ["project_type", "date"]),
("工程性质是{project_type}{date}有多少班组?", ["project_type", "date"]),
("请帮我查一下{date}风险等级为{risk_level}的班组有多少?", ["date", "risk_level"]),
("请帮我查一下公司{date}工程性质为{project_type}班组有多少个?", ["date", "project_type"]),
("请帮我查一下{date}工程性质为{project_type}现场班组有多少?", ["date", "project_type"]),
("请帮我查一下公司工程性质为{project_type}{date}有多少班组?", ["project_type", "date"]),
#建管单位所在地区
("{construction_area}地区{date}现场班组数是多少?", ["construction_area", "date"]),
("{construction_area}地区{date}班组有多少", ["construction_area", "date"]),
("{date}{construction_area}地区现场有多少班组", ["date", "construction_area"]),
("{date}{construction_area}地区{risk_level}风险的班组数是多少?", ["date", "construction_area", "risk_level"]),
("{date}{construction_area}地区{operating}现场班组数", ["date", "construction_area","operating"]),
#建管单位
("{construction_unit}{date}现场班组数是多少", ["construction_unit", "date"]),
("{date}{construction_unit}班组有多少", ["date", "construction_unit",]),
("{date}建管单位为{construction_unit}现场有多少班组?", ["date", "construction_unit"]),
("{date}{construction_unit}风险等级为{risk_level}班组数是多少?", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{risk_level}风险现场班组数?", ["date", "construction_unit", "risk_level"]),
("请帮我查一下{date}{construction_unit}{operating}现场班组数有多少", ["date", "construction_unit","operating"]),
#分包单位
("{subcontractor}{date}现场班组数是多少", ["subcontractor", "date"]),
("{date}{subcontractor}班组有多少", ["date","subcontractor"]),
("{date}分包单位为{subcontractor}{risk_level}现场有多少班组", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}风险等级为{risk_level}班组数是多少?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}{operating}班组数有多少?", ["date", "subcontractor","operating"]),
]
},
"作业面内容": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天","2025-04-09"],
"templates": [
("{date}{project_name}作业面是什么?", ["date", "project_name"]),
("{project_name}{date}的作业面有哪些", ["project_name", "date"]),
("{date}{project_type}类作业面有哪些?", ["date", "project_type"]),
("{project_type}{date}具体作业面内容是什么?", ["project_type", "date"]),
("{date}工程性质为{project_type}的作业面内容是什么?", ["date", "project_type"]),
("工程性质为{project_type}{date}作业面分别是什么?", ["project_type", "date"]),
("工程性质为{project_type}{date}4项作业面分别是什么", ["project_type", "date"]),
("{construction_area}地区在{date}作业面内容是什么?", ["construction_area", "date"]),
# 1. 查询特定日期和项目的作业安排
("{date}{project_name}作业面是什么?", ["date", "project_name"]),
("{date}属于{operating}作业面内容是什么?", ["date", "operating"]),
("{date}存在{operating}作业面是什么?", ["date", "operating"]),
# 3. 查询特定日期和项目类型的工程计划
("{date}{project_type}类具体作业面有哪些?", ["date", "project_type"]),
("{date}{construction_area}地区{risk_level}风险的作业面内容是什么?", ["date", "construction_area", "risk_level"]),
("{date}{implementation_organization}{risk_level}风险的作业面是什么?",
["date", "implementation_organization", "risk_level"]),
# 5. 查询特定日期和项目经理的任务安排
("{project_manager}{date}作业面内容是什么?", ["project_manager", "date"]),
("{project_manager}{date}作业面分别是什么?", ["project_manager", "date"]),
("{project_manager}{date}4项作业面分别是什么", ["project_manager", "date"]),
# 6. 查询特定日期和风险等级的任务
("{date}风险等级为{risk_level}的作业面有哪些?", ["date", "risk_level"]),
("{date}风险等级为{risk_level}四项作业面具体分别有哪些?", ["date", "risk_level"]),
# 10. 查询特定日期和风险等级的任务安排
("{date}风险等级为{risk_level}2项作业面分别是什么", ["date", "risk_level"]),
("{date}{risk_level}的作业面具体内容是什么?", ["date", "risk_level"]),
# 11. 查询特定日期和施工单位的任务进展
("{construction_area}地区{date}的作业面是什么?", ["construction_area", "date"]),
("{construction_area}地区{date}作业面具体内容有哪些", ["construction_area", "date"]),
# 12. 查询特定日期和项目经理完成的任务
("{project_manager}{date}三项作业面分别是什么?", ["project_manager", "date"]),
# 13. 查询特定日期和项目经理的高风险任务
("{project_manager}{date}的风险等级为{risk_level}的作业面内容是什么?",
["project_manager", "date", "risk_level"]),
# 15. 查询特定日期和所有任务安排
("{date}作业面内容是什么?", ["date"]),
("{date}作业面有哪些?", ["date"]),
("{date}作业面是什么?", ["date"]),
("{date}{implementation_organization}{project_department}具体作业面内容是什么?",
["date", "implementation_organization", "project_department"]),
("{implementation_organization}{project_department}{date}具体作业面有哪些?",
["implementation_organization", "project_department", "date"]),
("{implementation_organization}{project_department}{date}作业面是什么?",
["implementation_organization", "project_department", "date"]),
("{implementation_organization}{project_department}{date}两项作业面分别是什么?",
["implementation_organization", "project_department", "date"]),
("{project_department}{implementation_organization}{date}具体作业面是什么?",
["project_department", "implementation_organization", "date"]),
("{date}{project_department}{implementation_organization}两项作业面分别是什么?",
["date", "project_department", "implementation_organization"]),
#建管单位所在地区
("{construction_area}地区{date}具体作业面内容是什么?", ["construction_area", "date"]),
("{construction_area}地区{date}具体作业面有哪些", ["construction_area", "date"]),
("{date}{construction_area}地区作业面是什么", ["date", "construction_area"]),
("{date}{construction_area}地区{risk_level}风险的两项作业面分别是什么?", ["date", "construction_area", "risk_level"]),
("{date}{construction_area}地区{operating}具体作业面是什么", ["date", "construction_area","operating"]),
#建管单位
("{construction_unit}{date}具体作业面内容是什么", ["construction_unit", "date"]),
("{date}{construction_unit}具体作业面有哪些", ["date", "construction_unit",]),
("{date}建管单位为{construction_unit}作业面是什么?", ["date", "construction_unit"]),
("{date}{construction_unit}风险等级为{risk_level}两项作业面分别是什么?", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{risk_level}风险具体作业面是什么?", ["date", "construction_unit", "risk_level"]),
("请帮我查一下{date}{construction_unit}{operating}作业面内容有哪些", ["date", "construction_unit","operating"]),
#分包单位
("{subcontractor}{date}具体作业面内容是什么", ["subcontractor", "date"]),
("{date}{subcontractor}具体作业面有哪些", ["date","subcontractor"]),
("{date}分包单位为{subcontractor}{risk_level}作业面是什么", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}风险等级为{risk_level}两项作业面分别是什么?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}{operating}作业面内容有哪些?", ["date", "subcontractor","operating"]),
]
},
"班组详情": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天","2025-04-09"],
"templates": [
("{date}{project_name}现场具体有哪些班组?", ["date", "project_name"]),
("{date}{project_name}现场班组详情是什么?", ["date", "project_name"]),
("{date}{project_name}现场班组情况", ["date", "project_name"]),
("{date}{project_name}具体班组情况是什么?", ["date", "project_name"]),
("{date}{project_name}具体班组详情是什么?", ["date", "project_name"]),
("{date}{project_name}班组详细情况是什么?", ["date", "project_name"]),
("{date}{project_name}班组详情", ["date", "project_name"]),
("{date}{construction_area}地区具体有哪些班组", ["date", "construction_area"]),
("{date}{implementation_organization}班组有哪些?", ["date", "implementation_organization"]),
("{date}{implementation_organization}{project_department}现场具体有哪些班组?",
["date", "implementation_organization", "project_department"]),
("{date}{project_department}现场班组详情是什么?", ["date", "project_department"]),
("{date}{project_manager}现场班组情况?", ["date", "project_manager"]),
("{date}分包单位为{subcontractor}具体班组情况是什么?", ["date", "subcontractor"]),
("{date}{team_leader}具体班组详情是什么?", ["date", "team_leader"]),
("{date}{team_leader}班组详细情况是什么?", ["date", "team_leader"]),
("{date}{project_name}班组详情?", ["date", "project_name"]),
("{project_name}{date}具体有哪些班组?", ["project_name", "date"]),
("{date}公司{project_name}班组有哪些?", ["date", "project_name"]),
("工程性质是{project_type}{date}现场具体有哪些班组?", ["project_type", "date"]),
("工程性质是{project_type}{date}现场班组详情是什么?", ["project_type", "date"]),
("工程性质是{project_type}{date}现场班组情况?", ["project_type", "date"]),
("{date}风险等级为{risk_level}具体班组情况是什么?", ["date", "risk_level"]),
("公司{date}工程性质为{project_type}具体班组详情是什么?", ["date", "project_type"]),
("{date}工程性质为{project_type}班组详情?", ["date", "project_type"]),
("公司工程性质为{project_type}{date}具体有哪些班组?", ["project_type", "date"]),
("公司工程性质为{project_type}{date}班组有哪些?", ["project_type", "date"]),
#建管单位所在地区
("{construction_area}地区{date}具体班组详情是什么?", ["construction_area", "date"]),
("{construction_area}地区{date}班组有哪些", ["construction_area", "date"]),
("{date}{construction_area}地区班组情况是什么", ["date", "construction_area"]),
("{date}{construction_area}地区{risk_level}风险的现场具体有哪些班组?", ["date", "construction_area", "risk_level"]),
("{date}{construction_area}地区{operating}班组有哪些", ["date", "construction_area","operating"]),
#建管单位
("{construction_unit}{date}具体班组详情是什么", ["construction_unit", "date"]),
("{date}{construction_unit}班组有哪些", ["date", "construction_unit",]),
("{date}建管单位为{construction_unit}班组情况是什么?", ["date", "construction_unit"]),
("{date}{construction_unit}风险等级为{risk_level}现场具体有哪些班组?", ["date", "construction_unit", "risk_level"]),
("{date}{construction_unit}{risk_level}风险班组有哪些?", ["date", "construction_unit", "risk_level"]),
("请帮我查一下{date}{construction_unit}{operating}班组有哪些", ["date", "construction_unit","operating"]),
#分包单位
("{subcontractor}{date}具体班组详情是什么", ["subcontractor", "date"]),
("{date}{subcontractor}班组有哪些", ["date","subcontractor"]),
("{date}分包单位为{subcontractor}{risk_level}班组情况是什么", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}风险等级为{risk_level}现场具体有哪些班组?", ["date", "subcontractor", "risk_level"]),
("{date}{subcontractor}{operating}班组有哪些?", ["date", "subcontractor","operating"]),
]
},
"工程进度查询": {
"date": ["今日", "昨日", "2024年5月24日", "5月24日", "今天", "昨天","2025-04-09"],
"templates": [
("{date}{project_name}现场进度如何?", ["date", "project_name"]),
("{date}{project_name}进度情况", ["date", "project_name"]),
("{date}{project_name}进度怎么样", ["date", "project_name"]),
("{date}{project_name}工程进度情况", ["date", "project_name"]),
("{date}{project_name}工程进度怎么样", ["date", "project_name"]),
("{project_name}{date}工程进度情况", ["project_name","date"]),
("{project_name}{date}工程进度怎么样?", ["project_name","date",]),
("请帮我查一下{date}{project_name}现场进度如何?", ["date", "project_name"]),
("请帮我查一下{date}{project_name}进度情况", ["date", "project_name"]),
("请帮我查一下{date}{project_name}进度怎么样", ["date", "project_name"]),
("请查一下{project_name}{date}进度情况", ["project_name","date"]),
("请查一下{project_name}{date}进度怎么样", ["project_name","date",]),
]
}
}
def generate_natural_samples(config, label):
"""生成自然语言样本"""
samples = []
variable_pool = {
"project_name": BASE_DATA["project_names"],
"project_type": BASE_DATA["project_types"],
"construction_unit": BASE_DATA["construction_units"],
"implementation_organization": BASE_DATA["implementation_organizations"],
"subcontractor": BASE_DATA["subcontractors"],
"team_leader": [f"{tl}" for tl in BASE_DATA["team_leaders"]],
"risk_level": BASE_DATA["risk_levels"],
"date": config["date"],
"project_department": BASE_DATA["project_departments"],
"project_manager": BASE_DATA["project_managers"],
"page": BASE_DATA["pages"],
"operating": BASE_DATA["operatings"],
"team_name": BASE_DATA["team_names"],
"construction_area": BASE_DATA["construction_areas"],
}
for template, variables in config["templates"]:
for values in product(*[variable_pool[var] for var in variables]):
text = template.format(**dict(zip(variables, values)))
# 生成标注信息
annotations = []
pos = 0
for var, val in zip(variables, values):
start = text.find(val, pos)
if start == -1:
continue
end = start + len(val)
annotations.append({
"text": val,
"start": start,
"end": end,
"label": var
})
pos = end # 更新查找位置避免重复
samples.append({
"text": text,
"annotations": annotations,
"prompt": label
})
# 保存文件
filename = f"data/{label}.json"
with open(filename, "w", encoding="utf-8") as f:
json.dump(samples, f, ensure_ascii=False, indent=2)
print(f"已生成 {len(samples)} 条自然语言 {label} 数据")
# 主执行流程
if __name__ == "__main__":
for label, config in TEMPLATE_CONFIG.items():
generate_natural_samples(config, label)