客户画像代码开发
This commit is contained in:
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package com.rj.service.impl;
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import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
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import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
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import com.rj.entity.CpaBrandScoreStatistics;
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import com.rj.mapper.CpaBrandScoreStatisticsMapper;
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import com.rj.service.ICpaBrandScoreStatisticsService;
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import lombok.extern.slf4j.Slf4j;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.stereotype.Service;
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import org.springframework.transaction.annotation.Transactional;
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import java.time.LocalDate;
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import java.time.LocalDateTime;
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import java.util.ArrayList;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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/**
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* 经销商品牌得分统计表 服务实现类
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*
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* @author 李中华
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* @date 2025/1/15
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*/
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@Slf4j
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@Service
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public class CpaBrandScoreStatisticsServiceImpl extends ServiceImpl<CpaBrandScoreStatisticsMapper, CpaBrandScoreStatistics>
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implements ICpaBrandScoreStatisticsService {
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@Autowired
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private CpaBrandScoreStatisticsMapper cpaBrandScoreStatisticsMapper;
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@Override
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public List<CpaBrandScoreStatistics> getByDealerCodeAndType(String dealerCode, String statisticsType) {
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return cpaBrandScoreStatisticsMapper.selectByDealerCodeAndType(dealerCode, statisticsType);
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}
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@Override
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public List<CpaBrandScoreStatistics> getByBigAreaAndType(String bigArea, String statisticsType) {
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return cpaBrandScoreStatisticsMapper.selectByBigAreaAndType(bigArea, statisticsType);
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}
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@Override
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public List<CpaBrandScoreStatistics> getByDateRange(LocalDate startDate, LocalDate endDate, String statisticsType) {
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return cpaBrandScoreStatisticsMapper.selectByDateRange(startDate, endDate, statisticsType);
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}
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@Override
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public List<Map<String, Object>> getDealerRanking(String statisticsType, Integer limit) {
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return cpaBrandScoreStatisticsMapper.selectDealerRanking(statisticsType, limit);
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}
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@Override
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public List<Map<String, Object>> getBigAreaRanking(String statisticsType) {
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return cpaBrandScoreStatisticsMapper.selectBigAreaRanking(statisticsType);
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}
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@Override
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@Transactional(rollbackFor = Exception.class)
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public boolean batchSave(List<CpaBrandScoreStatistics> statisticsList) {
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try {
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if (statisticsList == null || statisticsList.isEmpty()) {
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log.warn("批量保存统计数据为空");
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return false;
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}
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// 设置创建时间
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LocalDateTime now = LocalDateTime.now();
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statisticsList.forEach(statistics -> {
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if (statistics.getCreatedAt() == null) {
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statistics.setCreatedAt(now);
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}
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if (statistics.getUpdatedAt() == null) {
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statistics.setUpdatedAt(now);
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}
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if (statistics.getIsDeleted() == null) {
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statistics.setIsDeleted(0);
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}
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});
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int result = cpaBrandScoreStatisticsMapper.batchInsert(statisticsList);
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log.info("批量保存统计数据成功,保存记录数:{}", result);
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return result > 0;
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} catch (Exception e) {
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log.error("批量保存统计数据失败", e);
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throw e;
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}
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}
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@Override
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@Transactional(rollbackFor = Exception.class)
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public boolean deleteByCondition(String dealerCode, String statisticsType, LocalDate startDate, LocalDate endDate) {
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try {
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int result = cpaBrandScoreStatisticsMapper.deleteByCondition(dealerCode, statisticsType, startDate, endDate);
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log.info("根据条件删除统计数据成功,删除记录数:{}", result);
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return result >= 0;
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} catch (Exception e) {
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log.error("根据条件删除统计数据失败", e);
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throw e;
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}
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}
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@Override
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@Transactional(rollbackFor = Exception.class)
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public int generateAndSaveStatistics(String statisticsType, LocalDate startDate, LocalDate endDate, String createdBy) {
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try {
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log.info("开始生成统计数据,统计类型:{},日期范围:{} - {}", statisticsType, startDate, endDate);
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List<Map<String, Object>> statisticsResults;
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// 根据统计类型执行不同的统计SQL
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if ("daily".equals(statisticsType)) {
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// 日统计:使用传入的日期,按经销商和日期双重分组
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if (startDate == null) {
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throw new IllegalArgumentException("日统计需要提供统计日期");
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}
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// 先删除已存在的统计数据
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deleteByCondition(null, statisticsType, startDate, startDate);
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String startDateTime = startDate.atStartOfDay().format(java.time.format.DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));
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String endDateTime = startDate.atTime(23, 59, 59).format(java.time.format.DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));
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statisticsResults = cpaBrandScoreStatisticsMapper.executeDailyStatistics(startDateTime, endDateTime);
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} else if ("weekly".equals(statisticsType)) {
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// 周统计:自动计算上周的开始和结束时间
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LocalDate lastWeekStart = LocalDate.now().minusWeeks(1).with(java.time.DayOfWeek.MONDAY);
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LocalDate lastWeekEnd = lastWeekStart.plusDays(6);
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log.info("周统计自动计算时间范围:{} - {}", lastWeekStart, lastWeekEnd);
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// 先删除已存在的统计数据
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deleteByCondition(null, statisticsType, lastWeekStart, lastWeekEnd);
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String startDateTime = lastWeekStart.atStartOfDay().format(java.time.format.DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));
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String endDateTime = lastWeekEnd.atTime(23, 59, 59).format(java.time.format.DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));
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statisticsResults = cpaBrandScoreStatisticsMapper.executeDateRangeStatistics(startDateTime, endDateTime);
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} else if ("monthly".equals(statisticsType)) {
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// 月统计:自动计算上个月的开始和结束时间
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LocalDate lastMonthStart = LocalDate.now().minusMonths(1).withDayOfMonth(1);
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LocalDate lastMonthEnd = lastMonthStart.withDayOfMonth(lastMonthStart.lengthOfMonth());
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log.info("月统计自动计算时间范围:{} - {}", lastMonthStart, lastMonthEnd);
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// 先删除已存在的统计数据
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deleteByCondition(null, statisticsType, lastMonthStart, lastMonthEnd);
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String startDateTime = lastMonthStart.atStartOfDay().format(java.time.format.DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));
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String endDateTime = lastMonthEnd.atTime(23, 59, 59).format(java.time.format.DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));
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statisticsResults = cpaBrandScoreStatisticsMapper.executeDateRangeStatistics(startDateTime, endDateTime);
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} else if ("total".equals(statisticsType)) {
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// 总计统计:统计所有历史数据
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// 先删除已存在的统计数据
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deleteByCondition(null, statisticsType, null, null);
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statisticsResults = cpaBrandScoreStatisticsMapper.executeTotalStatistics();
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} else {
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throw new IllegalArgumentException("不支持的统计类型:" + statisticsType);
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}
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// 转换为实体对象并保存
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LocalDate statisticsDate;
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if ("weekly".equals(statisticsType)) {
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// 周统计使用上周的结束日期作为统计日期
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statisticsDate = LocalDate.now().minusWeeks(1).with(java.time.DayOfWeek.MONDAY).plusDays(6);
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} else if ("monthly".equals(statisticsType)) {
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// 月统计使用上月的最后一天作为统计日期
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statisticsDate = LocalDate.now().minusMonths(1).withDayOfMonth(1).withDayOfMonth(
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LocalDate.now().minusMonths(1).withDayOfMonth(1).lengthOfMonth());
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} else {
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// 日统计和总计统计使用传入的日期
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statisticsDate = endDate;
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}
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List<CpaBrandScoreStatistics> statisticsList = convertToStatisticsList(statisticsResults, statisticsDate, statisticsType, createdBy);
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boolean success = batchSave(statisticsList);
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if (success) {
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log.info("统计数据生成完成,统计类型:{},统计日期:{},生成记录数:{}", statisticsType, statisticsDate, statisticsList.size());
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return statisticsList.size();
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} else {
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log.error("统计数据保存失败,统计类型:{}", statisticsType);
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return 0;
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}
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} catch (Exception e) {
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log.error("生成统计数据失败", e);
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throw e;
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}
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}
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@Override
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public Map<String, Object> getStatisticsOverview(String statisticsType, LocalDate startDate, LocalDate endDate) {
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Map<String, Object> overview = new HashMap<>();
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try {
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// 获取统计数据列表
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List<CpaBrandScoreStatistics> statisticsList = getByDateRange(startDate, endDate, statisticsType);
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if (statisticsList.isEmpty()) {
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overview.put("totalDealers", 0);
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overview.put("totalRecords", 0);
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overview.put("averageScore", 0.0);
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overview.put("topDealer", null);
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return overview;
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}
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// 计算概览数据
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int totalDealers = (int) statisticsList.stream()
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.map(CpaBrandScoreStatistics::getDealerCode)
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.distinct()
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.count();
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int totalRecords = statisticsList.stream()
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.mapToInt(CpaBrandScoreStatistics::getTotalRecords)
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.sum();
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double averageScore = statisticsList.stream()
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.mapToDouble(s -> s.getAverageScorePercentage().doubleValue())
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.average()
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.orElse(0.0);
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// 获取得分最高的经销商
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CpaBrandScoreStatistics topDealer = statisticsList.stream()
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.max((s1, s2) -> s1.getAverageScorePercentage().compareTo(s2.getAverageScorePercentage()))
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.orElse(null);
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overview.put("totalDealers", totalDealers);
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overview.put("totalRecords", totalRecords);
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overview.put("averageScore", averageScore);
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overview.put("topDealer", topDealer);
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overview.put("statisticsCount", statisticsList.size());
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log.info("获取统计概览数据成功,经销商数:{},总记录数:{},平均得分:{}",
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totalDealers, totalRecords, averageScore);
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} catch (Exception e) {
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log.error("获取统计概览数据失败", e);
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throw e;
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}
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return overview;
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}
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/**
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* 根据条件查询统计数据(支持分页)
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*
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* @param dealerCode 经销商编码
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* @param bigArea 大区
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* @param statisticsType 统计类型
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* @param startDate 开始日期
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* @param endDate 结束日期
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* @return 统计数据列表
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*/
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public List<CpaBrandScoreStatistics> getByCondition(String dealerCode, String bigArea,
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String statisticsType, LocalDate startDate, LocalDate endDate) {
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LambdaQueryWrapper<CpaBrandScoreStatistics> queryWrapper = new LambdaQueryWrapper<>();
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queryWrapper.eq(CpaBrandScoreStatistics::getIsDeleted, 0);
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if (dealerCode != null && !dealerCode.trim().isEmpty()) {
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queryWrapper.eq(CpaBrandScoreStatistics::getDealerCode, dealerCode);
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}
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if (bigArea != null && !bigArea.trim().isEmpty()) {
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queryWrapper.eq(CpaBrandScoreStatistics::getBigArea, bigArea);
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}
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if (statisticsType != null && !statisticsType.trim().isEmpty()) {
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queryWrapper.eq(CpaBrandScoreStatistics::getStatisticsType, statisticsType);
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}
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if (startDate != null) {
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queryWrapper.ge(CpaBrandScoreStatistics::getStatisticsDate, startDate);
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}
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if (endDate != null) {
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queryWrapper.le(CpaBrandScoreStatistics::getStatisticsDate, endDate);
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}
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queryWrapper.orderByDesc(CpaBrandScoreStatistics::getAverageScorePercentage)
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.orderByDesc(CpaBrandScoreStatistics::getTotalScore);
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return list(queryWrapper);
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}
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/**
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* 将查询结果转换为统计实体列表
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*
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* @param results 查询结果
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* @param statisticsDate 统计日期
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* @param statisticsType 统计类型
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* @param createdBy 创建人
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* @return 统计实体列表
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*/
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private List<CpaBrandScoreStatistics> convertToStatisticsList(List<Map<String, Object>> results,
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LocalDate statisticsDate,
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String statisticsType,
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String createdBy) {
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List<CpaBrandScoreStatistics> statisticsList = new ArrayList<>();
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LocalDateTime now = LocalDateTime.now();
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for (Map<String, Object> row : results) {
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CpaBrandScoreStatistics statistics = new CpaBrandScoreStatistics();
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statistics.setId(java.util.UUID.randomUUID().toString());
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statistics.setDealerCode((String) row.get("dealer_code"));
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statistics.setDealerName((String) row.get("dealer_name"));
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statistics.setBigArea((String) row.get("big_area"));
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// 对于日统计,使用查询结果中的日期;其他统计类型使用传入的日期
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if ("daily".equals(statisticsType) && row.get("statistics_date") != null) {
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if (row.get("statistics_date") instanceof java.sql.Date) {
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statistics.setStatisticsDate(((java.sql.Date) row.get("statistics_date")).toLocalDate());
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} else {
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statistics.setStatisticsDate(statisticsDate);
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}
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} else {
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statistics.setStatisticsDate(statisticsDate);
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}
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statistics.setStatisticsType(statisticsType);
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// 数值字段转换
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statistics.setTotalRecords(convertToInteger(row.get("daily_records")));
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statistics.setTotalScore(convertToInteger(row.get("daily_total_score")));
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statistics.setAverageScorePercentage(convertToBigDecimal(row.get("daily_average_score_percentage")));
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statistics.setPositiveCount(convertToInteger(row.get("daily_positive_count")));
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statistics.setNeutralCount(convertToInteger(row.get("daily_neutral_count")));
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statistics.setNegativeCount(convertToInteger(row.get("daily_negative_count")));
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statistics.setPositiveRate(convertToBigDecimal(row.get("daily_positive_rate")));
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statistics.setNeutralRate(convertToBigDecimal(row.get("daily_neutral_rate")));
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statistics.setNegativeRate(convertToBigDecimal(row.get("daily_negative_rate")));
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// 时间字段转换
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statistics.setEarliestInteraction(convertToLocalDateTime(row.get("daily_earliest_time")));
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statistics.setLatestInteraction(convertToLocalDateTime(row.get("daily_latest_time")));
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// 系统字段
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statistics.setCreatedAt(now);
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statistics.setUpdatedAt(now);
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statistics.setCreatedBy(createdBy != null ? createdBy : "system");
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statistics.setUpdatedBy(createdBy != null ? createdBy : "system");
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statistics.setIsDeleted(0);
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statisticsList.add(statistics);
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}
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return statisticsList;
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}
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/**
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* 类型转换辅助方法
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*/
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private Integer convertToInteger(Object value) {
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if (value == null) return 0;
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if (value instanceof Number) {
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return ((Number) value).intValue();
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}
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return Integer.parseInt(value.toString());
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}
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private java.math.BigDecimal convertToBigDecimal(Object value) {
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if (value == null) return java.math.BigDecimal.ZERO;
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if (value instanceof Number) {
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return java.math.BigDecimal.valueOf(((Number) value).doubleValue());
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}
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return new java.math.BigDecimal(value.toString());
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}
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private LocalDateTime convertToLocalDateTime(Object value) {
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if (value == null) return null;
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if (value instanceof java.sql.Timestamp) {
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return ((java.sql.Timestamp) value).toLocalDateTime();
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}
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if (value instanceof java.sql.Date) {
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return ((java.sql.Date) value).toLocalDate().atStartOfDay();
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}
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return LocalDateTime.parse(value.toString());
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}
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}
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