crowdsource-backend/src/main/java/edu/nju/service/AnalyzeService.java

package edu.nju.service;

import java.nio.charset.StandardCharsets;
import java.util.*;
import java.util.stream.Collectors;

import com.google.common.cache.Cache;
import com.google.common.cache.CacheBuilder;
import edu.nju.dao.*;
import edu.nju.entities.*;
import edu.nju.model.*;
import edu.nju.util.HTTP;
import edu.nju.util.TimeUtil;
import org.apache.commons.lang3.EnumUtils;
import org.json.JSONArray;
import org.json.JSONObject;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.http.HttpEntity;
import org.springframework.http.HttpHeaders;
import org.springframework.http.converter.StringHttpMessageConverter;
import org.springframework.stereotype.Service;
import org.springframework.util.LinkedMultiValueMap;
import org.springframework.util.MultiValueMap;
import org.springframework.web.client.RestTemplate;

@Service
public class AnalyzeService {
	
	@Autowired
	CTBDao ctbdao;
	
	@Autowired
	BugScoreDao bsdao;
	
	@Autowired
	BugHistoryDao hdao;
	
	@Autowired
	BugMirrorDao mdao;
	
	@Autowired
	StuInfoDao studao;
	
	@Autowired
	BugDao bdao;
	
	@Autowired
	HistoryService hservice;

	@Autowired
	BugScoreByWorkerDao bugScoreByWorkerDao;

	@Autowired
	BugSimilarScoreDao bugSimilarScoreDao;

	@Autowired
	ReportDao reportDao;

	@Autowired
	TaskDao taskDao;

	@Autowired
	TestCaseDao testCaseDao;

	@Autowired
	ThumsUpDao thumsUpDao;

	@Autowired
	BugHistoryDao bugHistoryDao;

	@Autowired
	UserLabelDao userLabelDao;

	@Autowired
	ExtraService extraService;


	Logger logger= LoggerFactory.getLogger(RecommendService.class);
	
	//获取所有bug
	public List<String> getValid(String case_take_id) {
		List<String> result = new ArrayList<String>();
		List<BugMirror> mirrors = mdao.findValid(case_take_id);
		for(BugMirror ctb : mirrors) {
			result.add(ctb.getId());
		}
		return result;
	}

	public List<String> getValidByBugId(String id) {
		List<String> result = new ArrayList<String>();
		BugMirror bugMirror=mdao.findById(id);
		String case_take_id=bugMirror.getCase_take_id();
		List<BugMirror> mirrors = mdao.findValid(case_take_id);
		for(BugMirror ctb : mirrors) {
			result.add(ctb.getId());
		}
		return result;
	}
	
	//获取所有有测试用例的bug
	public List<String> getValidTwo(String case_take_id) {
		List<String> result = new ArrayList<String>();
		List<CaseToBug> lists = ctbdao.findByCase(case_take_id);
		for(CaseToBug ctb : lists) {
			for(String str: ctb.getBug_id()) {
				result.add(str);
			}
		}
		return result;
	}

	public List<BugDataVO>getBugDataVO(String case_take_id){
		List<BugDataVO>result=new ArrayList<>();
		List<BugMirror> mirrors = mdao.findValid(case_take_id);
		List<Bug>bugs=bdao.findByCaseid(case_take_id);
		Map<String,Bug>bugMap=new HashMap<>();
		for(Bug bug:bugs){
			if(bug!=null){
				bugMap.put(bug.getId(),bug);
			}
		}
		for(BugMirror bugMirror : mirrors) {
			if(bugMirror!=null){
				Bug bug=bugMap.get(bugMirror.getId());
				BugHistory bugHistory=hdao.findByid(bugMirror.getId());
				if(bug!=null&&bugHistory!=null){
					BugSeverity bugSeveritsy=BugSeverity.getValue(2);
					String bugSeverity=bugSeveritsy.toString();
					BugScore bugScore=bsdao.findById(bug.getId());
					int score=bugScore==null?0:bugScore.getGrade();
					String reportId=bug.getReport_id();
					String workerId=findWorkerId(reportId);
					BugDataVO bugDataVO=new BugDataVO(bug.getId(),bug.getBug_category(),bugSeverity,bug.getCreate_time_millis(),bug.getBug_page(),score,bugHistory.getParent(),bugHistory.getChildren(),bugHistory.getRoot(),bugMirror.getGood().size(),bugMirror.getBad().size(),reportId,workerId);
					result.add(bugDataVO);
				}
			}
		}
		return result;
	}
	
	public List<String> getReports(String case_take_id) {
		List<String> result = new ArrayList<String>();
		List<CaseToBug> lists = ctbdao.findByCase(case_take_id);
		for(CaseToBug ctb : lists) {
			if(!result.contains(ctb.getReport_id())) {result.add(ctb.getReport_id());}
		}
		return result;
	}

	public List<Long> getUsers(String examId) {
		List<Long> result = new ArrayList<Long>();
		List<Report> reports = reportDao.findByExamId(examId);
		for(Report report : reports) {
			if(report!=null) {
				String workerId=report.getWorker_id();
				if(!workerId.equals("")&&!result.contains(workerId))
					result.add(Long.parseLong(workerId));
			}
		}
		return result;
	}
	
	public int getGrade(String id) {
		BugScore bs = bsdao.findById(id);
		if(bs != null) {return bs.getGrade();}
		return -1;
	}
	
	public boolean saveGrade(String id, int grade) {
		try {
			bsdao.save(new BugScore(id, grade, 0));
			return true;
		} catch(Exception e) {
			return false;
		}
	}

	public BugSimilarScore getSimilarScore(String id) {
		BugSimilarScore bss = bugSimilarScoreDao.findById(id);
		return bss;
	}

	public boolean saveGradeByWorker(String id, String workerId, int grade) {
		try {
			bsdao.save(new BugScore(id, grade, 0));
			return true;
		} catch(Exception e) {
			return false;
		}
	}

	public boolean saveSimiliarGrade(String id, int grade,String similiarBug) {
		try {
			bugSimilarScoreDao.save(new BugSimilarScore(id, grade, similiarBug));
			return true;
		} catch(Exception e) {
			return false;
		}
	}
	
	public int mark(String id, Map<String, Integer> grades, BugMirror mirror) {
		int mark = 0;
		int grade = grades.get(id);
		BugHistory history = hdao.findByid(id);
		
		int parent = 0;
		if(!history.getParent().equals("null")) {
			parent = grades.getOrDefault(history.getParent(), 0);
		}
		int count = 0;
		for(String child : history.getChildren()) {
			if(grades.getOrDefault(child, 3) <= 2) {count ++;}
		}
		
		switch(grade) {
			case 1:
				if(parent == 1) {mark += 40;}
				else {mark += 100;}
				mark += count * 2;
				break;
			case 2:
				if(parent == 1) {break;}
				else if(parent == 2) {mark += 40;}
				else {mark += 80;}
				mark += count * 2;
				break;
			case 3:
				mark += count;
				break;
		}
		
		if(grade <= 2) {
			mark += 2 * (mirror.getGood().size() - mirror.getBad().size());
		}
		
		return mark;
	}

	//todo 搞清楚究竟是通过哪种方式写回主站分数
	public JSONArray getScores(String case_take_id) {
//		Map<String, Integer> reviewScore = new HashMap<String, Integer>(); //评审他人bug得分
//		Map<String, Integer> bugScore = new HashMap<String, Integer>(); //系统或专家评审你的bug得分
//		Map<String, Integer> finalScores = new HashMap<String, Integer>(); //计算bug得分
//		JSONArray json = new JSONArray();
//
//		//获取所有bugID
//		List<String> bugIdList = getValid(case_take_id);
//		logger.info(String.valueOf(bugIdList.size()));
//		//获取bug本身得分
//		for(String bugId: bugIdList) {
//			BugScore temp = bsdao.findById(bugId);
//			if(temp != null) {bugScore.put(bugId, temp.getGrade());}
//			else {bugScore.put(bugId, 0);}
//		}
//
//		//计算树状bug得分
//		countScore(case_take_id, finalScores, bugScore);
//
//		//计算审查得分
//		for(String bug: bugIdList) {
//			BugMirror mirror = mdao.findById(bug);
//			if(mirror == null) { continue; }
//			int grade = bugScore.getOrDefault(bug, 0);
//			int thumbsScore=0;
//			if(grade>=0&&grade<3){
//				thumbsScore=-2;
//			}else if(grade<5){
//				thumbsScore=-1;
//			}else if(grade<8){
//				thumbsScore=1;
//			}else{
//				thumbsScore=2;
//			}
//			//点赞点踩积分减分
//			ThumsUp(thumbsScore,reviewScore,mirror);
//		}
//		int maxReviewScore=0;
//		int maxReportScore=0;
//		for(Map.Entry<String, Integer> entry : reviewScore.entrySet()) {
//			//审查得分低于零分按零分算
//			if(entry.getValue() < 0) { reviewScore.put(entry.getKey(), 0); }
//			if(entry.getValue()>maxReviewScore){
//				maxReviewScore=entry.getValue();
//			}
//		}
//
//		//将bug得分汇总为report得分
//		Map<String, Integer> reportScore = new HashMap<String, Integer>();
//		for(String bugId: bugIdList) {
//			BugMirror mirror = mdao.findById(bugId);
//			if(mirror == null) { continue; }
//			String reportId=mirror.getReport_id();
//			//出现过bug和bugMirror中没有reportId的问题，需要单独检查
//			if(reportId!=null) {
//				reportScore.put(reportId, finalScores.getOrDefault(bugId, 0) + reportScore.getOrDefault(reportId, 0));
//				if (reportScore.get(reportId) > maxReportScore) {
//					maxReportScore = reportScore.get(reportId);
//				}
//			}
//		}
//		//确保被除数不为0
//		if(maxReportScore==0){
//			maxReportScore=1;
//		}
//		if(maxReviewScore==0){
//			maxReviewScore=1;
//		}
//		//得分要以最高分为满分
//		for(Map.Entry<String, Integer> entry : reportScore.entrySet()) {
//			JSONObject json_temp = new JSONObject();
//			json_temp.put("report_id", entry.getKey());
//			json_temp.put("worker_id", findWorkerId(entry.getKey()));
//			json_temp.put("名字", report_trans(entry.getKey()));
//			json_temp.put("报告得分", (entry.getValue()/maxReportScore)*100);
//			json_temp.put("审查得分", (reviewScore.getOrDefault(entry.getKey(), 0)/maxReviewScore)*100);
//			json.put(json_temp);
//		}

		List<Report> reportList=reportDao.findByCaseTakeId(case_take_id);
		HashMap<String,Integer> hashMap=new HashMap<>();
		int maxScore=0;
		for(Report report:reportList){
			String workerId=report.getWorker_id();
			hashMap.put(workerId,0);
			List<Bug> bugList=bdao.findByReport(report.getId(),case_take_id);
//			logger.info(String.valueOf(bugList.size()));
			for(Bug bug:bugList){
				if(bug!=null) {
					logger.info(bug.getId());
					BugScore bugScore = bsdao.findById(bug.getId());
					int score = hashMap.get(workerId);
					if (bugScore != null) {
						score += bugScore.getGrade();
						logger.info(String.valueOf(bugScore.getGrade()));
					}
					if (score > maxScore) {
						maxScore = score;
					}
					hashMap.put(workerId, score);
				}
			}
		}
		logger.info(String.valueOf(maxScore));
		JSONArray json = new JSONArray();
		for(Map.Entry<String, Integer> entry : hashMap.entrySet()) {
			String key=entry.getKey();
			int value=entry.getValue();
			value=(value*100/maxScore);
			JSONObject json_temp = new JSONObject();
			json_temp.put("worker_id",key);
			json_temp.put("score",value);
			json.put(json_temp);
		}
		//把分写回主站
//		logger.info("计算结束");
		logger.info(json.toString());
		writeScores(case_take_id, json);
		return json;
	}


	public JSONArray getNewScores(JSONArray array) {
		if(array == null || array.length() <= 0) { return array; }
		for(int i = 0; i < array.length(); i ++) {
			JSONObject object = array.getJSONObject(i);
			if(object.keySet().size() < 5) { continue; }
			object.put("name", object.get("名字"));
			object.remove("名字");
			int bugScore=Integer.parseInt(object.get("报告得分").toString());
			int reviewScore=Integer.parseInt(object.get("审查得分").toString());
			double score =  bugScore*0.7+reviewScore*0.3;
			if(score > 100) { object.put("score", 100); }
			else { object.put("score", score); }
			object.remove("报告得分");
			object.remove("审查得分");
		}
		return array;
	}

	//计算点赞得分
	private void ThumsUp(int grade, Map<String, Integer> result, BugMirror mirror) {
		//给好的点赞加分，点踩减分，不好的反之
		for(String report : mirror.getGood()) {
			result.put(report, result.getOrDefault(report, 0) + grade);
		}
		for(String report : mirror.getBad()) {
			result.put(report, result.getOrDefault(report, 0) - grade);
		}
	}
	
	public Map<String, String> getThums(String case_take_id) {
		Map<String, String> result = new HashMap<String, String>();
		List<String> bugs = getValid(case_take_id);
		for(String bug: bugs) {
			BugMirror mirror = mdao.findById(bug);
			if(mirror.getGood().size() > 0 || mirror.getBad().size() > 0) {
				result.put(bug, mirror.getGood().size() + "," + mirror.getBad().size());
			}
		}
		return result;
	}
	
	public Map<String, Integer> getBugDetail(String case_take_id) {
		Map<String, Integer> page = new HashMap<String, Integer>();
		List<String> bugs = getValid(case_take_id);
		for(String id : bugs) {
			Bug bug = bdao.findByid(id);
			page.put(bug.getBug_page(), page.getOrDefault(bug.getBug_page(), 0) + 1);
		}
		return page;
	}
	
	public JSONObject getCaseDetail(String case_take_id) {
		JSONObject result = new JSONObject();
		Map<String, Integer> kind = new HashMap<String, Integer>();
		List<String> bugs = getValid(case_take_id);
		for(String id : bugs) {
			Bug bug = bdao.findByid(id);
			kind.put(bug.getBug_category(), kind.getOrDefault(bug.getBug_category(), 0) + 1);
		}
		result.put("page", new JSONObject(getBugDetail(case_take_id)));
		result.put("category", new JSONObject(kind));
		return result;
	}
	
	public Map<String, Integer> getAllGrades(String case_take_id) {
		Map<String, Integer> result = new HashMap<String, Integer>();
		List<BugMirror> mlist = mdao.findByCase(case_take_id);
		List<String> idlist = new ArrayList<String>();
		for(BugMirror mirror : mlist) {
			idlist.add(mirror.getId());
		}
		List<BugScore> slist = bsdao.findByIds(idlist);
		for(BugScore bugscore: slist) {
			result.put(bugscore.getId(), bugscore.getGrade());
		}
		return result;
	}
	
	public List<String> getDiff(String case_take_id) {
		List<String> bugs = getValid(case_take_id);
		bugs.add("split");
		for(Map.Entry<String, Integer> entry: getAllGrades(case_take_id).entrySet()) {
			if(bugs.contains(entry.getKey())) {bugs.remove(entry.getKey());}
			else {bugs.add(entry.getKey());}
		}
		return bugs;
	}
	
	//评价页面获取评分
	public List<List<String>> getScores(List<String> ids) {
		List<List<String>> result = new ArrayList<List<String>>();
		List<BugScore> list = bsdao.findByIds(ids);
		for(BugScore bs: list) {
			List<String> temp = new ArrayList<String>();
			temp.add(bs.getId());
			temp.add(Integer.toString(bs.getGrade()));
			result.add(temp);
		}
		return result;
	}
	
	//根据树状结构计算分数，会根据fork关系减去父节点的分数
	public void countScore(String case_take_id, Map<String, Integer> result, Map<String, Integer> grades) {
		List<String> roots = hservice.getRoots(case_take_id);
		for(String root : roots) {
			List<List<String>> lists = hservice.getDepth(root);
			for(List<String> path : lists) {
				int max = 0;
				for(String id : path) {
					int grade = grades.getOrDefault(id, 0);
					result.put(id, Math.max(grade - max, 0));
					max = Math.max(max, grade);
				}
			}
		}
	}

	private void writeScores(String case_take_id, JSONArray array) {
//		String host = "http://www.mooctest.net";
//		String url = "/api/common/uploadCaseScore";
//		String[] ids = case_take_id.split("-");
//		String param1 = "caseId=" + ids[0] + "&examId=" + ids[1];
//		for(int i = 0; i < array.length(); i ++) {
//			JSONObject json = (JSONObject)array.get(i);
//			String worker_id = json.get("worker_id").toString();
//			//报告得分*0.7+审查得分*0.3
////			int bugScore=Integer.parseInt(json.get("报告得分").toString());
////			int reviewScore=Integer.parseInt(json.get("审查得分").toString());
//			double score =  json.getDouble("score");
//			if(worker_id.equals("")) { continue; }
//			if(score<0){
//				score=0;
//			}
//			if(score > 100) { score = 100; }
//			String param2 = "&userId=" + worker_id + "&score=" + score;
//			HTTP.sendPut(host, url, param1 + param2);
//			logger.info("---------------");
//			logger.info(worker_id);
//		}
		RestTemplate template = new RestTemplate();
		String url = "http://www.test.mooctest.net/api/common/uploadCaseScore";
		String[] ids = case_take_id.split("-");
		for(int i = 0; i < array.length(); i ++) {
			MultiValueMap<String, Object> paramMap = new LinkedMultiValueMap<String, Object>();

			JSONObject json = (JSONObject)array.get(i);
			String worker_id = json.get("worker_id").toString();
			paramMap.add("examId", ids[1]);
			paramMap.add("caseId", ids[0]);
			paramMap.add("userId", worker_id);
			paramMap.add("score", json.getDouble("score"));
			template.getMessageConverters().set(1, new StringHttpMessageConverter(StandardCharsets.UTF_8));
			HttpHeaders headers = new HttpHeaders();
			HttpEntity<MultiValueMap<String, Object>> httpEntity = new HttpEntity<MultiValueMap<String, Object>>(paramMap, headers);
			template.put(url, httpEntity);
			logger.info("workerId:" +worker_id);
			logger.info("score:" +json.getDouble("score"));
		}


	}


	private String report_trans(String report_id) {
		String name = studao.findById(report_id);
		if(name == null || name.equals("null")) { return report_id;}
		return name;
	}

	private String findWorkerId(String report_id) {
		String workerId = studao.findWorkerId(report_id);
		if(workerId == null || workerId.equals("null")) { return "";}
		return workerId;
	}


	public List<Bug> getAfterSimilarBug(String bug_id){
		Bug bug =bdao.findByid(bug_id);
		List<Bug> bugList=bdao.findByCaseid(bug.getCase_id());
		List<Bug> result=new ArrayList<>();
		for(Bug tempBug: bugList){
			if(Long.parseLong(tempBug.getCreate_time_millis())>Long.parseLong(bug.getCreate_time_millis())){
				if(checkSimilarity(bug,tempBug)){
					result.add(tempBug);
				}
			}
		}
		return result;
	}

	//todo check similarity
	private boolean checkSimilarity(Bug bug1,Bug bug2){
		return true;
	}

	public AnalysePeopleVO getReviewAnalysePeopleVO(String caseId,String taskId,String workerId) {
		Task task=taskDao.findById(taskId);
		AnalysePeopleVO res = new AnalysePeopleVO();
		if(task!=null)res.setTaskName(task.getName());
		String caseTakeId = caseId+"-"+taskId;
		// 部分数据从主战接口中取得
		String result = HTTP.sendGet("http://114.55.91.83:8191/api/user/" + workerId, "");
		if (result != null && !result.equals("")) {
			JSONObject json = new JSONObject(result);
			if (json.has("name") && !json.isNull("name")) {
				res.setName(json.getString("name"));
			}
			if (json.has("school") && !json.isNull("school")) {
				res.setSchool( json.getString("school"));
			}
			if (json.has("province") && !json.isNull("province")) {
				res.setProvince(json.getString("province"));
			}
			if (json.has("city") && !json.isNull("city")) {
				res.setCity(json.getString("city"));
			}
			if (json.has("createTime") && !json.isNull("createTime")) {
				res.setRegisterTime(json.getLong("createTime"));
			}
			if (json.has("photoUrl") && !json.isNull("photoUrl")) {
				res.setPhotoUrl(json.getString("photoUrl"));
			}
		}
		//用户lebels
		res.setLabels(getUserLabels(workerId));
		Report userReport = extraService.findByWorker(caseTakeId,workerId);
		List<Bug> bugList = extraService.getBugList(userReport.getId(),caseTakeId);
		Collections.sort(bugList, Comparator.comparing(Bug::getCreate_time_millis));
		JSONArray array=new JSONArray();
		Map<String,Integer> severityCount = new HashMap<>();
		int [] severityValueCount = new int[5];
		for(Bug bug : bugList){
			severityValueCount[bug.getSeverity()]++;
			JSONObject object = new JSONObject();
			object.put("content",bug.getTitle());
			object.put("timestamp", TimeUtil.timestamp2DayHour(bug.getCreate_time_millis()));
			array.put(object);
		}
		int severityMax = Arrays.stream(severityValueCount).max().getAsInt();
		for(int i = 0 ;i<severityValueCount.length;i++){
			severityCount.put(BugSeverity.getValue(i).toString(),severityValueCount[i]*100/severityMax);
		}
		res.setFirstActivate(bugList.size()==0?0:Long.parseLong(bugList.get(0).getCreate_time_millis()));
		res.setLastActivate(bugList.size()==0?0:Long.parseLong(bugList.get(bugList.size()-1).getCreate_time_millis()));
		res.setBugList(bugList);
		res.setTimeLine(array);
		return res;
	}

	private void getTimeDistribute(String workerId){
		List<Report>reports=reportDao.findReportsByWorker(String.valueOf(workerId));
		reports = reports.stream().filter(e->{
			return Long.parseLong(e.getCreate_time_millis()) > monthAgoStart(5);
		}).collect(Collectors.toList());
		List<Bug> bugs = new ArrayList<>();
		for(Report report : reports){
			bugs.addAll(bdao.findByReport(report.getId(),report.getCase_take_id()));
		}
		Map<String,Integer> data = new HashMap<>(6);
		for(Bug bug : bugs){

		}
	}

	private long  monthAgoStart(int offset){
		Calendar calendar = Calendar.getInstance();
		calendar.set(Calendar.HOUR_OF_DAY, 0);
		calendar.set(Calendar.MINUTE, 0);
		calendar.set(Calendar.SECOND, 0);
		calendar.set(Calendar.MILLISECOND, 0);
		calendar.add(Calendar.MONTH, -offset);
		calendar.set(Calendar.DAY_OF_MONTH,1);
		return calendar.getTimeInMillis();
	}

	public AnalyseVO getReviewAnalyseVO(String caseId, String taskId){
		Task task=taskDao.findById(taskId);
		long startTime=0;
		long endTime=0;
		String taskName="";
		double writeMins=0.0;
		if(task!=null) {
			startTime = task.getStart_time();
			endTime = task.getEnd_time();
			taskName = task.getName();
			writeMins = task.getTotal_mins();
		}
		String caseTakeId=caseId+"-"+taskId;
		List<Bug>bugs=bdao.findByCaseid(caseTakeId);
		int bugNum=bugs.size();
		List<Report>reports=reportDao.findByCaseTakeId(caseTakeId);
		int participateNum=reports.size();
		int testCaseNum=0;
		for(Report report:reports){
			List<TestCase>testCases=testCaseDao.findByReport(report.getId());
			if(testCases!=null){
				testCaseNum+=testCases.size();
			}
		}
		Map<Integer,Integer>gradeDistribution=new HashMap<>();
		Map<String,Integer>workerDistribution=new HashMap<>();
		for(Bug bug:bugs){
			BugScore bugScore=bsdao.findById(bug.getId());
			String reportId=bug.getReport_id();
			if(reportId!=null) {
				Report report = reportDao.findById(reportId);
				if(report !=null) {
					String workerId=report.getWorker_id();
					if (workerId!=null) {
						int grade=0;
						if(bugScore!=null) {
							grade = bugScore.getGrade();
							if (gradeDistribution.containsKey(grade)) {
								gradeDistribution.replace(grade, gradeDistribution.get(grade) + 1);
							} else {
								gradeDistribution.put(grade, 1);
							}
						}
						if (workerDistribution.containsKey(workerId)) {
							workerDistribution.replace(workerId, workerDistribution.get(workerId) + grade);
						} else {
							workerDistribution.put(workerId, grade);
						}
					}
				}
			}
		}
		//分数排序
		List<Map.Entry<String, Integer>> list = new ArrayList<>(workerDistribution.entrySet());
		Collections.sort(list, new Comparator<Map.Entry<String, Integer>>()
		{
			@Override
			public int compare(Map.Entry<String, Integer> o1, Map.Entry<String, Integer> o2)
			{
				return o2.getValue().compareTo(o1.getValue());

			}
		});
		List<WorkerVO>workerVOS=new ArrayList<>();
		Map<String,Integer>provinceDistribute=new HashMap<>();
		for(int i=0;i<list.size();i++) {
			String workerId = list.get(i).getKey();
			int grade=list.get(i).getValue();
			String result = HTTP.sendGet("http://114.55.91.83:8191/api/user/" + workerId, "");
			String name = "";
			String school = "";
			String province="";
			if (result != null && !result.equals("")) {
				JSONObject json = new JSONObject(result);
				if (json.has("name") && !json.isNull("name")) {
					name = json.getString("name");
				}
				if (json.has("school") && !json.isNull("school")) {
					school = json.getString("school");
				}
				if (json.has("province") && !json.isNull("province")) {
					province = json.getString("province");
					if(province.endsWith("省")||province.endsWith("市")){
						province=province.substring(0,province.length()-1);
					}
					if (provinceDistribute.containsKey(province)) {
						provinceDistribute.replace(province, provinceDistribute.get(province) + 1);
					} else {
						provinceDistribute.put(province, 1);
					}
				}
			}
			WorkerVO workerVO=new WorkerVO(workerId,name,school,grade);
			workerVOS.add(workerVO);
		}
		JSONArray jsonArray=new JSONArray();
		for(Map.Entry<String, Integer> entry : provinceDistribute.entrySet()){
			String mapKey = entry.getKey();
			int mapValue = entry.getValue();
			JSONObject jsonObject=new JSONObject();
			jsonObject.put("name",mapKey);
			jsonObject.put("value",mapValue);
			jsonArray.put(jsonObject);
		}
		AnalyseVO analyseVO=new AnalyseVO(startTime,endTime,taskName,participateNum,bugNum,testCaseNum,gradeDistribution,workerVOS,jsonArray);
		return analyseVO;
	}

	public HistoricalDataVO getHistoricalData(Long workerId, int caseTypeId){
		List<Report>reports=reportDao.findReportsByWorker(String.valueOf(workerId));
		int reportNum=reports.size();
		List<Double>reportScoreList=new ArrayList<>();
		double totalScore=0;
		int participateSimilarNum=0;
		for(Report report:reports){
			String reportId=report.getId();
			List<String>bugIds=bdao.findByReport(reportId);
			double score=0;
			for(String bugId:bugIds){
				BugScore bugScore=bsdao.findById(bugId);
				if(bugScore!=null) {
					score += bugScore.getGrade();
				}
			}
			totalScore+=score;
			reportScoreList.add(score);
			int itemCaseType=1;
			String brand=report.getDevice_os();
			if(EnumUtils.isValidEnum(WebBrand.class, brand)){
				itemCaseType=0;
			}
			if(itemCaseType==caseTypeId){
				participateSimilarNum++;
			}
		}
		HistoricalDataVO historicalDataVO=new HistoricalDataVO(reportNum,reportScoreList,totalScore,participateSimilarNum,reportNum);
		return historicalDataVO;
	}

	/**
	 * 根据用户信息获取用户的labels
	 * @param wordkId
	 * @return
	 */
	private List<String> getUserLabels(String wordkId){
		List<UserLabel> labels = userLabelDao.findLabelsByWorkerId(wordkId);
		return labels.stream().map(UserLabel::getLabel).collect(Collectors.toList());
	}


	public AnalyseVO2 getReviewAnalyseVO2(String caseId, String taskId){

//		Cache<String,String> cache = CacheBuilder.newBuilder().build();
//		cache.put("word","Hello Guava Cache");
//		System.out.println(cache.getIfPresent("word"));


		Task task=taskDao.findById(taskId);
		long startTime=0;
		long endTime=0;
		String taskName="";
		double writeMins=0.0;
		if(task!=null) {
			startTime = task.getStart_time();
			endTime = task.getEnd_time();
			taskName = task.getName();
			writeMins = task.getTotal_mins();
		}
		String caseTakeId=caseId+"-"+taskId;
		List<Bug>bugs=bdao.findByCaseid(caseTakeId);
		int bugNum=bugs.size();
		List<Report>reports=reportDao.findByCaseTakeId(caseTakeId);
		List<String>reportIds=new ArrayList<>();
		int reportNum=reports.size();
		int testCaseNum=0;

		Map<String,String>reportWorkerMap=new HashMap<>();
		for(Report report:reports){
			reportIds.add(report.getId());
			reportWorkerMap.put(report.getId(),report.getWorker_id());
		}
		List<TestCase>testCases=testCaseDao.findByReports(reportIds);
		testCaseNum+=testCases.size();
		List<BugMirror>bugMirrors=mdao.findByCase(caseTakeId);
		int likeNum=0;
		int dislikeNum=0;
		for(BugMirror bugMirror:bugMirrors){
			if(bugMirror.getGood()!=null){
				likeNum+=bugMirror.getGood().size();
			}
			if(bugMirror.getBad()!=null){
				dislikeNum+=bugMirror.getBad().size();
			}
		}

		List<String>bugIds=new ArrayList<>();
		Map<String,String>bugWorkerMap=new HashMap<>();
		for(Bug bug:bugs){
			bugIds.add(bug.getId());
			String reportId=bug.getReport_id();
			if(reportId!=null) {
				String workerId=reportWorkerMap.get(reportId);
				if (workerId!=null) {
					bugWorkerMap.put(bug.getId(),workerId);
				}
			}
		}

		Map<Integer,Integer>gradeDistribution=new HashMap<>();
		Map<String,Integer>workerDistribution=new HashMap<>();
		List<BugScore>bugScores=bsdao.findByIds(bugIds);
		for(BugScore bugScore:bugScores){
			int grade = bugScore.getGrade();
			String workerId=bugWorkerMap.get(bugScore.getId());
			if(workerId!=null){
				if (workerDistribution.containsKey(workerId)) {
					workerDistribution.replace(workerId, workerDistribution.get(workerId) + grade);
				} else {
					workerDistribution.put(workerId, grade);
				}
			}
			if (gradeDistribution.containsKey(grade)) {
				gradeDistribution.replace(grade, gradeDistribution.get(grade) + 1);
			} else {
				gradeDistribution.put(grade, 1);
			}
		}

		int forkNum=0;
		List<BugHistory>bugHistories=bugHistoryDao.findBugHistoryList(bugIds);
		for(BugHistory bugHistory:bugHistories){
			if(bugHistory.getChildren()!=null&&bugHistory.getChildren().size()!=0){
				forkNum+=1;
			}
		}
		//分数排序
		List<Map.Entry<String, Integer>> list = new ArrayList<>(workerDistribution.entrySet());
		Collections.sort(list, new Comparator<Map.Entry<String, Integer>>()
		{
			@Override
			public int compare(Map.Entry<String, Integer> o1, Map.Entry<String, Integer> o2)
			{
				return o2.getValue().compareTo(o1.getValue());

			}
		});
		List<WorkerVO>workerRank=new ArrayList<>();
		Map<String,Integer>provinceDistribute=new HashMap<>();
		for(int i=0;i<list.size();i++) {
			String workerId = list.get(i).getKey();
			int grade=list.get(i).getValue();
			String result = HTTP.sendGet("http://114.55.91.83:8191/api/user/" + workerId, "");
			String name = "";
			String school = "";
			String province="";
			if (result != null && !result.equals("")) {
				JSONObject json = new JSONObject(result);
				if (json.has("name") && !json.isNull("name")) {
					name = json.getString("name");
				}
				if (json.has("school") && !json.isNull("school")) {
					school = json.getString("school");
				}
				if (json.has("province") && !json.isNull("province")) {
					province = json.getString("province");
					if(province.endsWith("省")||province.endsWith("市")){
						province=province.substring(0,province.length()-1);
					}
					if (provinceDistribute.containsKey(province)) {
						provinceDistribute.replace(province, provinceDistribute.get(province) + 1);
					} else {
						provinceDistribute.put(province, 1);
					}
				}
				WorkerVO workerVO=new WorkerVO(workerId,name,school,grade);
				workerRank.add(workerVO);
			}
		}
		JSONArray workerDistribute=new JSONArray();
		for(Map.Entry<String, Integer> entry : provinceDistribute.entrySet()){
			String mapKey = entry.getKey();
			int mapValue = entry.getValue();
			JSONObject jsonObject=new JSONObject();
			jsonObject.put("name",mapKey);
			jsonObject.put("value",mapValue);
			workerDistribute.put(jsonObject);
		}
		AnalyseVO2 analyseVO=new AnalyseVO2(likeNum,dislikeNum,forkNum,reportNum,testCaseNum,bugNum,startTime,endTime,reportNum,taskName,workerDistribute,workerRank,gradeDistribution);
		return analyseVO;
	}


	public Map<String,Integer> getPageCover(String taskId,String caseId){
		String caseTakeId=caseId+"-"+taskId;
		Map<String,Integer>coverMap=getBugDetail(caseTakeId);
		List<String>pageStr=getPageStr(caseId);
		for(String page:pageStr){
			if(!coverMap.containsKey(page)){
				coverMap.put(page,0);
			}
		}
		return coverMap;
	}

	private List<String> getPageStr(String caseId){
		List<String>result=new ArrayList<>();
		Exam exam=extraService.getExam(String.valueOf(caseId));
		JSONArray jsonArray=new JSONArray(exam.getJson());
		LinkedList<String> res = new LinkedList<>();
		if(jsonArray==null){
			return res;
		}
		for(int i=0;i<jsonArray.length();i++){
			JSONObject jsonObject=jsonArray.getJSONObject(i);
			if(jsonObject==null||jsonObject.getString("item")==null)
				return res;
			solve(jsonObject, jsonObject.getString("item")+"-", res);
		}
		return res;
	}


	private void solve(JSONObject jsonObject, String cur, LinkedList<String> res) {
		if(jsonObject==null||jsonObject.getString("item")==null)
			return;
		cur+=jsonObject.getString("item");
		if (!jsonObject.has("children")||jsonObject.get("children")==null) {
			res.add(cur);
		} else {
			JSONArray jsonArray=jsonObject.getJSONArray("children");
			for(int i=0;i<jsonArray.length();i++){
				JSONObject jsonObject1=jsonArray.getJSONObject(i);
				solve(jsonObject1,cur+"-",res);
			}
		}
	}



}