package com.supervision.police.service.impl; import cn.hutool.core.collection.CollUtil; import cn.hutool.core.lang.Assert; import cn.hutool.core.util.NumberUtil; import cn.hutool.core.util.ObjectUtil; import cn.hutool.json.JSONUtil; import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper; import com.supervision.common.domain.R; import com.supervision.common.utils.StringUtils; import com.supervision.neo4j.dto.ResultDTO; import com.supervision.neo4j.utils.Neo4jUtils; import com.supervision.police.domain.*; import com.supervision.police.dto.AnalyseCaseDTO; import com.supervision.police.dto.AtomicData; import com.supervision.police.dto.JudgeLogic; import com.supervision.police.dto.caseScore.CaseScoreDetailBuilder; import com.supervision.police.mapper.*; import com.supervision.police.mybatis.RowSqlMapper; import com.supervision.police.service.ModelService; import lombok.RequiredArgsConstructor; import lombok.extern.slf4j.Slf4j; import org.neo4j.driver.Driver; import org.neo4j.driver.Result; import org.neo4j.driver.Session; import org.springframework.stereotype.Service; import java.util.*; @Slf4j @Service @RequiredArgsConstructor public class ModelServiceImpl implements ModelService { private final Driver driver; private final ModelCaseMapper modelCaseMapper; private final ModelAtomicIndexMapper modelAtomicIndexMapper; private final ModelAtomicResultMapper modelAtomicResultMapper; private final ModelIndexMapper modelIndexMapper; private final ModelIndexResultMapper modelIndexResultMapper; private final CasePersonMapper casePersonMapper; private final RowSqlMapper rowSqlMapper; @Override public R analyseCase(AnalyseCaseDTO analyseCaseDTO) { ModelCase modelCase = modelCaseMapper.selectById(analyseCaseDTO.getCaseId()); // 获取行为人ID CasePerson casePerson = casePersonMapper.selectOne(new LambdaQueryWrapper().eq(CasePerson::getCaseId, analyseCaseDTO.getCaseId()) .eq(CasePerson::getRoleCode, "1").eq(CasePerson::getName, analyseCaseDTO.getLawActorName())); if (ObjectUtil.isEmpty(casePerson)) { throw new RuntimeException("未找到的行为人" + analyseCaseDTO.getLawActorName()); } //原子指标 List atomicIndices = modelAtomicIndexMapper.selectByCaseType(modelCase.getCaseType()); Map atomicResultMap = new HashMap<>(); for (ModelAtomicIndex atomicIndex : atomicIndices) { //原子指标结果 ModelAtomicResult result = new ModelAtomicResult(); result.setCasePersonId(casePerson.getId()); result.setCaseId(analyseCaseDTO.getCaseId()); result.setAtomicId(atomicIndex.getId()); //查询语句 String ql = atomicIndex.getQueryLang(); //原子指标结果表 try { // index_source==1 // List list = analyseCaseDTO.getAtomicIndexList(); //index_source==3 //查询图谱 index_source: 1人工定义 2数据库查询 3图谱生成 4大模型 if ("1".endsWith(atomicIndex.getIndexSource())) { // list } else if ("2".endsWith(atomicIndex.getIndexSource()) && StringUtils.isNotEmpty(ql)) { // analyseDataBaseCase(analyseCaseDTO, result, ql); } else if ("3".endsWith(atomicIndex.getIndexSource()) && StringUtils.isNotEmpty(ql)) { // 使用知识图谱进行计算 analyseGraphCase(analyseCaseDTO, result, ql); } else if ("4".endsWith(atomicIndex.getIndexSource())) { // } } catch (Exception e) { log.error(e.getMessage(), e); } //保存原子指标结果表 ModelAtomicResult exist = modelAtomicResultMapper.selectByCaseIdAndAtomicId(analyseCaseDTO.getCaseId(), casePerson.getId(), atomicIndex.getId()); if (exist == null) { modelAtomicResultMapper.insert(result); } else { result.setId(exist.getId()); modelAtomicResultMapper.updateById(result); } // 所有原子指标id,判断结果是否为1,如果为1,则符合,为true atomicResultMap.put(result.getAtomicId(), "1".equals(result.getAtomicResult())); } // 最终计算得分 calculateFinalScore(analyseCaseDTO, modelCase, atomicResultMap); return R.ok(); } @Override public String caseScoreDetail(String caseId) { Assert.notEmpty(caseId, "案件id不能为空"); CaseScoreDetailBuilder caseScoreDetailBuilder = loadCaseScoreDetail(caseId); return null; } private CaseScoreDetailBuilder loadCaseScoreDetail(String caseId) { CaseScoreDetailBuilder caseScoreDetailBuilder = new CaseScoreDetailBuilder(); // 1 设置案件基本信息 ModelCase modelCase = modelCaseMapper.selectById(caseId); caseScoreDetailBuilder.setCaseId(modelCase.getId()); caseScoreDetailBuilder.setCaseName(modelCase.getCaseName()); // 2 设置当事人人员信息 List casePersonList = casePersonMapper.selectList(new LambdaQueryWrapper().eq(CasePerson::getCaseId, caseId)); caseScoreDetailBuilder.setLawActor(casePersonList); // 3 设置指标结果信息 // 3.1 获取指标信息 List modelIndices = modelIndexMapper.selectList(new LambdaQueryWrapper().eq(ModelIndex::getCaseType, modelCase.getCaseType())); // 3.2 获取指标结果信息 后面需要根据行人人id进行过滤 List modelIndexResults = modelIndexResultMapper.selectList( new LambdaQueryWrapper().eq(ModelIndexResult::getCaseId, caseId)); // 3.3 获取原子指标信息 List modelAtomicIndices = modelAtomicIndexMapper.selectList(new LambdaQueryWrapper().eq(ModelAtomicIndex::getCaseType, modelCase.getCaseType())); // 3.4 获取原子指标结果 List modelAtomicResults = modelAtomicResultMapper.selectList( new LambdaQueryWrapper().eq(ModelAtomicResult::getCaseId, caseId)); caseScoreDetailBuilder.setIndexResultList(modelIndices, modelIndexResults, modelAtomicIndices, modelAtomicResults); return caseScoreDetailBuilder; } /** * 最终计算得分 */ private void calculateFinalScore(AnalyseCaseDTO analyseCaseDTO, ModelCase modelCase, Map atomicResultMap) { // 计算指标结果 int score = 0; // 根据案件类型获取所有的指标 List modelIndices = modelIndexMapper.selectByCaseType(modelCase.getCaseType()); for (ModelIndex modelIndex : modelIndices) { ModelIndexResult result = new ModelIndexResult(); result.setCaseId(analyseCaseDTO.getCaseId()); result.setIndexId(modelIndex.getId()); Set atomicIds = new HashSet<>(); // 判断逻辑是否为空,如果不为空,就根据判断逻辑进行判断 if (StringUtils.isNotEmpty(modelIndex.getJudgeLogic())) { List judgeLogics = JSONUtil.toList(modelIndex.getJudgeLogic(), JudgeLogic.class); if (CollUtil.isNotEmpty(judgeLogics)) { boolean finalJudgeResult = false; // 遍历组 for (int i = 0; i < judgeLogics.size(); i++) { // 组内结果 boolean innerGroupJudge = false; JudgeLogic logic = judgeLogics.get(i); // 获取组之间的的判断逻辑 String rowLogic = logic.getRowLogic(); // 首先对组内进行判断,判断组内的结果 List atomicData = logic.getAtomicData(); for (int j = 0; j < atomicData.size(); j++) { AtomicData data = atomicData.get(j); atomicIds.add(data.getAtomicIndex()); // 这里可能不存在,如果不存在,就默认为false Boolean ato = atomicResultMap.getOrDefault(data.getAtomicIndex(), false); String relationalSymbol = data.getRelationalSymbol(); // 判断,如果是2 虚构,4不存在 ,5 未知,则取反,即判断结果为false if ("2".equals(relationalSymbol) || "4".equals(relationalSymbol) || "5".equals(relationalSymbol)) { ato = !ato; } if (j == 0) { innerGroupJudge = ato; } else { if ("1".equals(rowLogic)) { innerGroupJudge = innerGroupJudge && ato; } else if ("2".equals(rowLogic)) { innerGroupJudge = innerGroupJudge || ato; } } } String groupLogic = logic.getGroupLogic(); if (i == 0) { finalJudgeResult = innerGroupJudge; } else { // 如果组间判断为1 与,则进行与操作 if ("1".equals(groupLogic)) { finalJudgeResult = finalJudgeResult && innerGroupJudge; // 如果组间判断为或,则进行或操作 } else if ("2".equals(groupLogic)) { finalJudgeResult = finalJudgeResult || innerGroupJudge; } } } result.setIndexResult(finalJudgeResult ? "true" : "false"); result.setAtomicIds(StringUtils.join(atomicIds, ",")); } } // 最后保存结果 ModelIndexResult exist = modelIndexResultMapper.selectByCaseIdAndIndexId(analyseCaseDTO.getCaseId(), modelIndex.getId()); if (exist == null) { modelIndexResultMapper.insert(result); } else { result.setId(exist.getId()); modelIndexResultMapper.updateById(result); } if ("true".equals(result.getIndexResult())) { score = score + modelIndex.getIndexScore(); } } modelCase.setTotalScore(score); modelCaseMapper.updateById(modelCase); } private void analyseGraphCase(AnalyseCaseDTO analyseCaseDTO, ModelAtomicResult result, String ql) { Session session = driver.session(); //图谱 int i = 1; Map params = new HashMap<>(); // 行为人 params.put("lawActor", analyseCaseDTO.getLawActorName()); // 案号 params.put("caseId", analyseCaseDTO.getCaseId()); // 参数中是否传了受害人 String lawPartys = analyseCaseDTO.getLawParty(); // 如果有受害人的话就进行分割 String[] split = StringUtils.isEmpty(lawPartys) ? new String[0] : lawPartys.split(","); if (ql.contains("$lawParty") && split.length > 1) { i = split.length; } for (int j = 0; j < i; j++) { if (split.length > 0) { params.put("lawParty", split[j]); } Result run; try { run = session.run(ql, params); } catch (Exception e) { log.info("图数据库查询出现错误,查询语句{},参数{}", ql, JSONUtil.toJsonStr(params)); return; } List res = Neo4jUtils.getResultDTOList(run); if (res.isEmpty()) { result.setAtomicResult("-1"); } else { ResultDTO resultDTO = res.get(0); if (StringUtils.isNotEmpty(resultDTO.getRelId())) { //存在关系 result.setAtomicResult("1"); result.setRecordSplitId(resultDTO.getRecordId()); result.setRecordId(resultDTO.getRecordsId()); break; } else { result.setAtomicResult("0"); } } } } /** * 分析数据库类型的原子信息 * @param analyseCaseDTO * @param result * @param sql */ private void analyseDataBaseCase(AnalyseCaseDTO analyseCaseDTO, ModelAtomicResult result, String sql) { Map params = new HashMap<>(); params.put("caseId", result.getCaseId()); params.put("evidenceName", analyseCaseDTO.getEvidenceName()); params.put("provider", null); params.put("party_a", analyseCaseDTO.getLawActorName()); params.put("party_b", analyseCaseDTO.getLawParty()); /* todo:添加语法解析功能,提前验证sql是否合法,并且限制sql智能是select语句和限制sql语句中出现的表 MappedStatement mappedStatement = rowSqlMapper.selectMappedStatement(sql, Map.class); BoundSql boundSql = mappedStatement.getBoundSql(params); String sql1 = boundSql.getSql(); */ boolean b = parseResult(rowSqlMapper.selectList(sql, params, Map.class)); result.setAtomicResult(b ? "1" : "0"); } /** * 执行结果分析: * 1. 如果查询出的结果只有一行,判断列数是否大于1,如果大于1,返回真,如果=1,继续判断值是否大于0,如果大于0,返回真,如果=0,返回假 *2. 如果查询出的结果大于一行,则返回真 * @param mapList 查询结果 * @return */ private boolean parseResult(List mapList) { if (CollUtil.isEmpty(mapList)) { return false; } if (CollUtil.size(mapList) > 1){ return true; } Map firstRow = CollUtil.getFirst(mapList); if (firstRow.size() == 1 && CollUtil.size(firstRow.values())==1) { Object first = CollUtil.getFirst(firstRow.values()); if (NumberUtil.isNumber(first.toString())) { return NumberUtil.parseInt(first.toString()) > 0; } } return true; } }