Java8进行多个字段分组统计的实例代码

2023-07-25 16:46:06 80

Java8进行多个字段分组统计实现代码如下：

//分组统计
MapcountMap=records.stream().collect(Collectors.groupingBy(o->o.getProductType()+"_"+o.getCountry(),Collectors.counting()));

ListcountRecords=countMap.keySet().stream().map(key->{
String[]temp=key.split("_");
StringproductType=temp[0];
Stringcountry=temp[1];

Recordrecord=newRecord();
record.set("device_type",productType);
record.set("location",country;
record.set("count",countMap.get(key).intValue());
returnrecord;
}).collect(Collectors.toList());

实例补充：

1.本实例其实可以用一句简单的sql去实现由于我们项目数据库中时间存的是13位的时间戳所以必须得转行成日期格式才能进行分组如下：

SELECT
   count(1)simpleNumber,
   SUM(penalty_amount)ASsimplePenaltyAmount,
   Handling_department,
   create_time,
LEFT(FROM_UNIXTIME(LEFT(create_time,10)),7)
FROM
   t_case_simple_case
WHERE
   1=1
GROUPBYHandling_department,LEFT(FROM_UNIXTIME(LEFT(create_time,10)),7)

以上的就能实现多字段求和统计等功能但我们老大考虑到查询速度和换库等问题建议我不要用FROM_UNIXTIME（）函数，所以只能用最笨的方法一步步实现以下是用Java8方式实现的代码如下：

@Override
publicListqueryFirstCase(StringstartTime,Stringcondition,StringcaseType){
ListstatisticalAnalyses=null;
//简易案件
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
statisticalAnalyses=statisticalAnalysisDao.querySimpleData();
}
//一般案件
if(caseType.equals(CaseTypeEnum.NORMALTYPE.code())){
statisticalAnalyses=statisticalAnalysisDao.queryNormalData();
}
for(StatisticalAnalysisanalysis:statisticalAnalyses){
try{
SimpleDateFormatsdf=newSimpleDateFormat("yyyy-MM");
StringnewCreateTime=sdf.format(newDate(Long.valueOf(analysis.getCreateTime())));
analysis.setCreateTime(newCreateTime);
SysOrgsysOrg=commonSearchDao.findByOrgId(analysis.getHandlingDepartment());
if(sysOrg!=null){
analysis.setHandlingDepartmentName(sysOrg.getOrgName());
}
if(analysis.getSimplePenaltyAmount()==null){
analysis.setSimplePenaltyAmount(0.0);
}
}catch(Exceptione){
e.printStackTrace();
}
}
ListcaseTotalList=newArrayList<>();
//根据部门日期进行分组统计
Map>caseTotal=statisticalAnalyses.stream().collect(Collectors.groupingBy(StatisticalAnalysis::getCreateTime,Collectors.groupingBy(StatisticalAnalysis::getHandlingDepartmentName,Collectors.counting())));
//根据部门日期进行分组求和
Map>sumCase=statisticalAnalyses.stream().collect(Collectors.groupingBy(StatisticalAnalysis::getCreateTime,Collectors.groupingBy(StatisticalAnalysis::getHandlingDepartmentName,Collectors.summingDouble(StatisticalAnalysis::getSimplePenaltyAmount))));
//根据年份进行模糊匹配取出对应的统计值
for(Map.Entry>entry:caseTotal.entrySet()){
if(entry.getKey().indexOf(startTime)>-1){
StatisticalAnalysisstatisticalAnalysis=newStatisticalAnalysis();
statisticalAnalysis.setCreateTime(entry.getKey());
//将年份-去掉组成新的数字主要作为排序
Stringkey=entry.getKey().replace("-","");
IntegersortNum=Integer.parseInt(key);
statisticalAnalysis.setSortNum(sortNum);
Mapmap=entry.getValue();
for(Map.Entryentr:map.entrySet()){
statisticalAnalysis.setHandlingDepartmentName(entr.getKey());
statisticalAnalysis.setSimpleNumber(entr.getValue());
}
caseTotalList.add(statisticalAnalysis);
}
}
caseTotalList.sort((a,b)->a.getSortNum()-b.getSortNum());
//根据年份进行模糊匹配取出对应的求和值
Listanalyses=newArrayList<>();
for(Map.Entry>entry:sumCase.entrySet()){
if(entry.getKey().indexOf(startTime)>-1){
StatisticalAnalysisstatisticalAnalysis=newStatisticalAnalysis();
statisticalAnalysis.setCreateTime(entry.getKey());
//将年份-去掉组成新的数字主要作为排序
Stringkey=entry.getKey().replace("-","");
IntegersortNum=Integer.parseInt(key);
statisticalAnalysis.setSortNum(sortNum);
Mapmap=entry.getValue();
for(Map.Entryentr:map.entrySet()){
statisticalAnalysis.setHandlingDepartmentName(entr.getKey());
statisticalAnalysis.setSimplePenaltyAmount(entr.getValue());
}
analyses.add(statisticalAnalysis);
}
}

analyses.sort((a,b)->a.getSortNum()-b.getSortNum());
//将统计和求和组合成一个新的集合返回前端
ListanalysisList=newArrayList<>();
for(StatisticalAnalysisanalys:caseTotalList){
for(StatisticalAnalysisanalys2:analyses){
StatisticalAnalysisstatisticalAnalysis=newStatisticalAnalysis();
if(analys.getSortNum().intValue()==analys2.getSortNum().intValue()){
statisticalAnalysis.setSimpleNumber(analys.getSimpleNumber());
statisticalAnalysis.setSimplePenaltyAmount(analys2.getSimplePenaltyAmount());
statisticalAnalysis.setCreateTime(analys.getCreateTime());
statisticalAnalysis.setHandlingDepartmentName(analys.getHandlingDepartmentName());
analysisList.add(statisticalAnalysis);
}
}
}
ListnewAnalysisList=newArrayList<>();
if(analysisList.size()>0){
//查询第一季度
if(condition.equals(YearEnum.FIRST.code())){
for(StatisticalAnalysisanalysis:analysisList){
StatisticalAnalysisanalysis1=newStatisticalAnalysis();
if(analysis.getCreateTime().indexOf(startTime+"-01")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.FIRST.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.FIRST.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-02")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.FIRST.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.FIRST.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-03")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.FIRST.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.FIRST.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
}
returnnewAnalysisList;
}
//查询第二季度
if(condition.equals(YearEnum.SECOND.code())){
for(StatisticalAnalysisanalysis:analysisList){
StatisticalAnalysisanalysis1=newStatisticalAnalysis();
if(analysis.getCreateTime().indexOf(startTime+"-04")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.SECOND.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.SECOND.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-05")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.SECOND.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.SECOND.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-06")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.SECOND.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.SECOND.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
}
returnnewAnalysisList;
}
//查询第三季度
if(condition.equals(YearEnum.THREE.code())){
for(StatisticalAnalysisanalysis:analysisList){
StatisticalAnalysisanalysis1=newStatisticalAnalysis();
if(analysis.getCreateTime().indexOf(startTime+"-07")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.THREE.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.THREE.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-08")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.THREE.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.THREE.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-09")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.THREE.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.THREE.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
}
returnnewAnalysisList;
}
//查询第四季度
if(condition.equals(YearEnum.FOUR.code())){
for(StatisticalAnalysisanalysis:analysisList){
StatisticalAnalysisanalysis1=newStatisticalAnalysis();
if(analysis.getCreateTime().indexOf(startTime+"-10")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.FOUR.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.FOUR.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-11")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.FOUR.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.FOUR.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-12")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.FOUR.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.FOUR.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
}
returnnewAnalysisList;
}
//查询上半年取前六条数据
if(condition.equals(YearEnum.HALF.code())){
for(StatisticalAnalysisanalysis:analysisList){
StatisticalAnalysisanalysis1=newStatisticalAnalysis();
if(analysis.getCreateTime().indexOf(startTime+"-01")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-02")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-03")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-04")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-05")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-06")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.HALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
}
returnnewAnalysisList;
}
//查询下半年后六条数据
if(condition.equals(YearEnum.LASTHALF.code())){
for(StatisticalAnalysisanalysis:analysisList){
StatisticalAnalysisanalysis1=newStatisticalAnalysis();
if(analysis.getCreateTime().indexOf(startTime+"-07")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-08")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-09")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-10")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-11")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
if(analysis.getCreateTime().indexOf(startTime+"-12")>-1){
BeanUtils.copyProperties(analysis,analysis1);
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门简易案件");
}else{
analysis1.setTitle(startTime+YearEnum.LASTHALF.desc()+"各部门一般案件");
}
newAnalysisList.add(analysis1);
}
}
returnnewAnalysisList;
}
if(condition.equals(YearEnum.FULLYEAR.code())){
for(StatisticalAnalysisanalysis:analysisList){
if(caseType.equals(CaseTypeEnum.SIMPLETYPE.code())){
analysis.setTitle(startTime+YearEnum.FULLYEAR.desc()+"各部门简易案件");
}else{
analysis.setTitle(startTime+YearEnum.FULLYEAR.desc()+"各部门一般案件");
}
}
returnanalysisList;
}
}
returnnull;
}

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Java8进行多个字段分组统计的实例代码

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