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update 新增教师五大维度算法

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develop
hhb@hotmail.com 2 weeks ago
parent 9a538d1949
commit b225a65a36
9 changed files with 390 additions and 0 deletions
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12
src/main/java/cn/teammodel/controller/admin/controller/TeacherController.java
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@ -142,4 +142,16 @@ public class TeacherController {
teacherService.dataSync(gpTeacherDtos,request); teacherService.dataSync(gpTeacherDtos,request);
return R.success("同步成功"); return R.success("同步成功");
} }
@PostMapping("getPtTeacher")
@ApiOperation("获取教师基础信息加上五大能力得分")
public R<List<Map<String, Object>>> getPtTeacher(@Valid @RequestBody TeacherDto teacherDto, HttpServletRequest request) {
List<Map<String, Object>> res = teacherService.getPtTeacher(teacherDto,request);
return R.success(res);
}
@PostMapping("saveFiveScores")
@ApiOperation("保存教师 五大能力得分--暂时用不上")
public R<String> saveFiveScores(@Valid @RequestBody TeacherDto teacherDto, HttpServletRequest request) {
teacherService.saveFiveScores(teacherDto,request);
return R.success("保存成功");
}
} }

2
src/main/java/cn/teammodel/controller/admin/service/TeacherService.java
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@ -32,4 +32,6 @@ public interface TeacherService {
List<Map<String, Object>> findTeachers(CoreUser dto, HttpServletRequest request); List<Map<String, Object>> findTeachers(CoreUser dto, HttpServletRequest request);
List<PtTeacherInfo> saveOrUpdate(GpTeacherRequest gpTeacherRequest, HttpServletRequest request); List<PtTeacherInfo> saveOrUpdate(GpTeacherRequest gpTeacherRequest, HttpServletRequest request);
void dataSync(GpTeacherRequest gpTeacherRequest, HttpServletRequest request); void dataSync(GpTeacherRequest gpTeacherRequest, HttpServletRequest request);
List<Map <String, Object> > getPtTeacher(TeacherDto teacherDto, HttpServletRequest request);
void saveFiveScores(TeacherDto teacherDto, HttpServletRequest request);
} }

349
src/main/java/cn/teammodel/controller/admin/service/impl/TeacherServiceImpl.java
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@ -49,6 +49,7 @@ import java.util.function.Function;
import java.util.stream.Collectors; import java.util.stream.Collectors;
import static cn.teammodel.utils.SchoolDateUtil.calculateWeekNum; import static cn.teammodel.utils.SchoolDateUtil.calculateWeekNum;
import static java.lang.Double.parseDouble;
@Service @Service
public class TeacherServiceImpl implements TeacherService { public class TeacherServiceImpl implements TeacherService {
@ -80,6 +81,11 @@ public class TeacherServiceImpl implements TeacherService {
@Autowired @Autowired
private Environment env; private Environment env;
private static final double K = 0.08; // 衰减系数常量 private static final double K = 0.08; // 衰减系数常量
private static final double T_DATA_COEFFICIENT = 25.0;
private static final double T_GREEN_COEFFICIENT = 50.0;
private static final double LESSON_COEFFICIENT = 15.0;
private static final double PAPER_COEFFICIENT = 10.0;
private static final double BASE_SCORE = 60.0;
// 添加日志对象 // 添加日志对象
private static final Logger logger = LoggerFactory.getLogger(TeacherServiceImpl.class); private static final Logger logger = LoggerFactory.getLogger(TeacherServiceImpl.class);
@ -1983,6 +1989,349 @@ public class TeacherServiceImpl implements TeacherService {
} }
} }
@Override
public List<Map<String, Object>> getPtTeacher(TeacherDto teacherDto, HttpServletRequest request) {
String code = String.format(PK.PTTEACHER, teacherDto.getCode());
String LessonCode = String.format(PK.PK_LESSON_RECORD, teacherDto.getCode());
List<Map<String, Object>> ptTeachers = new ArrayList<>();
try {
List<PtTeacherInfo> ptTeacherInfos = ptTeacherRepository.findAllTeacher(teacherDto.getCode(), code);
//获取ptTeacherInfos中所有的老师ID
List<String> teacherIds = ptTeacherInfos.stream().map(PtTeacherInfo::getId).collect(Collectors.toList());
//整合教研 教学数据
List<Map<String, Object>> list = extracted(teacherDto, request, LessonCode, teacherIds);
Map<String,Double> teachingScore = new HashMap<>();
Map<String,Double> researchScore = new HashMap<>();
for (Map<String, Object> map : list) {
String teacherId = (String) map.get("teacherId");
double tGreen = ((Number) map.get("t_green")).doubleValue();
double totalTeachingScore;
double totalResearchScore;
// 先处理特殊规则
if (tGreen == 1.0) {
totalTeachingScore = BASE_SCORE;
} else {
// 延迟获取其他字段值（当tGreen>1时才需要计算）
double tData = ((Number) map.get("t_data")).doubleValue();
double paperCount = ((Number) map.get("paperCount")).doubleValue();
double lessonRecordCount = ((Number) map.get("lessonRecordCount")).doubleValue();
// 计算各维度分数
double tDataScore = calculateScore(T_DATA_COEFFICIENT, tData);
double tGreenScore = calculateScore(T_GREEN_COEFFICIENT, tGreen);
double lessonsScore = calculateScore(LESSON_COEFFICIENT, lessonRecordCount);
double paperScore = calculateScore(PAPER_COEFFICIENT, paperCount);
totalTeachingScore = tDataScore + tGreenScore + lessonsScore + paperScore;
// 处理tGreen >1 的情况
if (tGreen > 1.0) {
totalTeachingScore = BASE_SCORE + totalTeachingScore * 0.4;
}
}
// 统一格式化结果（仅保留两位小数）
totalTeachingScore = Math.round(totalTeachingScore * 100.0) / 100.0;
// 后续处理
teachingScore.put(teacherId, totalTeachingScore);
//处理教研得分
double DoubleGreenCount = ((Number) map.get("double_green_count")).doubleValue();
double LessonCount = ((Number) map.get("lesson_count")).doubleValue();
double ObserveLessons = ((Number) map.get("ObserveLessons")).doubleValue();
double PublicCount = ((Number) map.get("PublicCount")).doubleValue();
// 基础分计算
double baseScore = calculateScore(40,DoubleGreenCount);
double lessonScore = calculateScore(20,LessonCount);
double materialScore = calculateScore(30,ObserveLessons);
double publicScore = calculateScore(10,PublicCount);
totalResearchScore = baseScore + lessonScore + materialScore + publicScore;
totalResearchScore = Math.round(totalResearchScore * 100.0) / 100.0;
researchScore.put(teacherId, totalResearchScore);
}
GpTeacherDto gpTeacherDto = new GpTeacherDto();
gpTeacherDto.setOwnerIds(teacherIds);
gpTeacherDto.setIds(teacherIds);
gpTeacherDto.setSchoolId(teacherDto.getCode());
//获取所有老师对应的荣誉数量
Map<String,Double> honorScore = getHonorScore(gpTeacherDto, request, teacherIds);
//处理研修数据
Map<String,Double> trainingScore = extracted(request, gpTeacherDto, teacherIds);
if (!ptTeacherInfos.isEmpty()) {
for (PtTeacherInfo ptTeacherInfo : ptTeacherInfos) {
Map<String, Object> ptTeacher = new HashMap<>();
ptTeacher.put("id", ptTeacherInfo.getId());
ptTeacher.put("name", ptTeacherInfo.getName());
ptTeacher.put("gradeName", ptTeacherInfo.getGradeName());
ptTeacher.put("subjectName", ptTeacherInfo.getSubjectNames());
ptTeacher.put("teachingAge", ptTeacherInfo.getTeachingAge());
ptTeacher.put("teachingScore", teachingScore.get(ptTeacherInfo.getId()));
ptTeacher.put("researchScore", researchScore.get(ptTeacherInfo.getId()));
ptTeacher.put("honorScore", honorScore.get(ptTeacherInfo.getId()));
ptTeacher.put("trainingScore", trainingScore.get(ptTeacherInfo.getId()));
ptTeacher.put("scientificScore", 60);
// ptTeacher.put("teachingScore", ptTeacherInfo.getTeachingScore());
// ptTeacher.put("researchScore", ptTeacherInfo.getResearchScore());
// ptTeacher.put("honorScore", ptTeacherInfo.getHonorScore());
// ptTeacher.put("trainingScore", ptTeacherInfo.getTrainingScore());
// ptTeacher.put("scientificScore", ptTeacherInfo.getScientificScore());
ptTeachers.add(ptTeacher);
}
}
return ptTeachers;
} catch (Exception e) {
throw new ServiceException(ErrorCode.PARAMS_ERROR.getCode(), "获取数据异常");
}
}
// 指数衰减计算函数封装
private static double calculateScore(double coefficient, double value) {
return coefficient * (1 - Math.exp(-K * value));
}
private List<Map<String, Object>> extracted(TeacherDto teacherDto, HttpServletRequest request, String LessonCode, List<String> teacherIds) {
List<SugVo> sugVos = getSugVos(teacherDto, request);
//根据SugVo中habook分类聚合 每个老师的其他数据求和
List<Map<String, Object>> sug = extracted(sugVos);
//获取当前条件下所有的课程记录
List<LessonRecord> lessonRecords = lessonRecordRepository.findAllIds(LessonCode, teacherDto.getPeriodId(), teacherDto.getStartTime(), teacherDto.getEndTime(), teacherDto.getSubjectId());
//筛选出每个tmdid的总数量
Map<String,Integer> lessonRecordCount = new HashMap<>();
for (LessonRecord lessonRecord : lessonRecords) {
lessonRecordCount.put(lessonRecord.getTmdid(), lessonRecordCount.getOrDefault(lessonRecord.getTmdid(), 0) + 1);
}
//获取该学校该学段所有的试卷数量
Map<String,Integer> paperCount = new HashMap<>();
List<PaperTeacher> paperTeachers = paperTeacherRepository.getAllPaperCode();
for (PaperTeacher paperTeacher : paperTeachers) {
for (String teacherId : teacherIds) {
if (paperTeacher.getCode().contains(teacherId)) {
paperCount.put(teacherId, paperCount.getOrDefault(teacherId, 0) + 1);
}
}
}
//将sug lessonRecordCount paperCount 数据整合 并返回 List<Map<String, Object>> 以sug 为准
List<Map<String, Object>> integratedList = new ArrayList<>();
for (String teacherId : teacherIds) {
// 1. 初始化默认值
int t_data = 0;
int t_green = 0;
int PublicCount = 0;
int double_green_count = 0;
int lesson_count = 0;
int ObserveLessons = 0;
// 2. 从 sug 中提取该教师的数据（如果存在）
Optional<Map<String, Object>> sugItemOptional = sug.stream()
.filter(item -> teacherId.equals(item.get("habook")))
.findFirst();
if (sugItemOptional.isPresent()) {
Map<String, Object> sugItem = sugItemOptional.get();
t_data = (int) sugItem.getOrDefault("t_data", 0);
t_green = (int) sugItem.getOrDefault("t_green", 0);
PublicCount = (int) sugItem.getOrDefault("PublicCount", 0);
double_green_count = (int) sugItem.getOrDefault("double_green_count", 0);
lesson_count = (int) sugItem.getOrDefault("lesson_count", 0);
ObserveLessons = (int) sugItem.getOrDefault("ObserveLessons", 0);
}
// 3. 从 lessonRecordCount 中获取课程记录数量
int lessonRecordCountVal = lessonRecordCount.getOrDefault(teacherId, 0);
// 4. 从 paperCount 中获取试卷数量
int paperCountVal = paperCount.getOrDefault(teacherId, 0);
// 5. 构造结果项
Map<String, Object> integratedItem = new HashMap<>();
integratedItem.put("teacherId", teacherId); // 明确标识教师 ID
integratedItem.put("t_data", t_data);
integratedItem.put("t_green", t_green);
integratedItem.put("PublicCount", PublicCount);
integratedItem.put("double_green_count", double_green_count);
integratedItem.put("lesson_count", lesson_count);
integratedItem.put("ObserveLessons", ObserveLessons);
integratedItem.put("lessonRecordCount", lessonRecordCountVal);
integratedItem.put("paperCount", paperCountVal);
integratedList.add(integratedItem);
}
return integratedList;
}
private @NotNull Map<String, Double> getHonorScore(GpTeacherDto gpTeacherDto, HttpServletRequest request, List<String> teacherIds) {
Map<String,Integer> honorCount = new HashMap<>();
Map<String, Double> honorScoreMap = new HashMap<>();
Map<String, Object> honor = getTeacherHonors(gpTeacherDto, request);
List<HonorInfo> honors = new ArrayList<>();
Object honorsObj = honor.get("honors");
if (honorsObj instanceof List<?>) {
List<?> rawHonors = (List<?>) honorsObj;
for (Object item : rawHonors) {
if (item instanceof Map) {
Map<String, Object> map = (Map<String, Object>) item;
HonorInfo info = new HonorInfo();
// 手动设置属性，假设 HonorInfo 有对应的 setter 方法
info.setScore((Integer) map.get("score")); // 根据字段名称匹配
info.setOwnerId((String) map.get("ownerId"));
// 设置其他字段
// info.setHonorName((String) map.get("honorName"));
honors.add(info);
} else if (item instanceof HonorInfo) {
honors.add((HonorInfo) item);
}
}
}
//根据返回honors 相同的ownerId 对应的score相加
for (HonorInfo honorInfo : honors) {
String ownerId = honorInfo.ownerId;
if (ownerId == null) {
continue; // 忽略 ownerId 为 null 的项
}
Integer score = honorInfo.score;
int currentScore = (score != null) ? score : 0; // 处理 score 为 null 的情况
honorCount.merge(ownerId, currentScore, Integer::sum); // 累加分数
}
//换算每个老师的荣誉得分
for (String id : teacherIds) {
double honorScore = 0;
for (Map.Entry<String, Integer> entry : honorCount.entrySet()) {
String ownerId = entry.getKey();
if (id.equals(ownerId)) {
Integer score = entry.getValue();
honorScore = score > 0 ? Math.round(100.0 - (165.0 / (score + 4.5))) : 60;
honorScoreMap.put(ownerId, honorScore);
}
}
honorScoreMap.put(id, honorScore);
}
return honorScoreMap;
}
private Map<String,Double> extracted(HttpServletRequest request, GpTeacherDto gpTeacherDto, List<String> teacherIds) {
Map<String,Double> trainingMapOfTeacher = new HashMap<>();
Map<String, Object> training = getTeacherTraining(gpTeacherDto, request);
List<Map<String, Object>> trainings = (List<Map<String, Object>>) training.get("persons");
for (String id : teacherIds) {
double TrainingScore = 0;
if (!trainings.isEmpty()) {
for (Map<String, Object> trainingMap : trainings) {
if (id.equals(trainingMap.get("id"))) {
Object scoreObj = trainingMap.get("studyHour");
Object isJoin = trainingMap.get("isJoin");
if(isJoin instanceof Boolean) {
if ((boolean) isJoin) {
double score = 60;
double hourScore = 0;
if (scoreObj instanceof Integer) {
int hour = (int) scoreObj;
if (hour > 0) {
hourScore = 40 * (1 - Math.exp(-K * hour));
}
}
TrainingScore += (score + hourScore);
} else {
TrainingScore += 0;
}
}
}
}
}
if (TrainingScore > 0) {
//保留两位小数
TrainingScore = Double.parseDouble(String.format("%.2f", TrainingScore));
}
trainingMapOfTeacher.put(id, TrainingScore);
}
return trainingMapOfTeacher;
}
private static List<Map<String, Object>> extracted(List<SugVo> sugVos) {
Map<String, List<SugVo>> sugVosMap = sugVos.stream().collect(Collectors.groupingBy(SugVo::getHabook));
// 构造结果列表
List<Map<String, Object>> result = new ArrayList<>();
sugVosMap.forEach((habook, vos) -> {
// 初始化各字段的累加器
int t_data = 0;
int t_green = 0;
int PublicCount = 0;
int double_green_count = 0;
int lesson_count = 0;
int ObserveLessons = 0;
// 遍历当前分组的所有 SugVo 对象进行累加
for (SugVo vo : vos) {
t_data += (vo.getT_data() != null) ? vo.getT_data() : 0;
t_green += (vo.getT_green() != null) ? vo.getT_green() : 0;
//教研数据
PublicCount += (vo.getPublic_count() != null) ? vo.getPublic_count() : 0;
double_green_count += (vo.getDouble_green_count() != null) ? vo.getDouble_green_count() : 0;
lesson_count += (vo.getLesson_count() != null) ? vo.getLesson_count() : 0;
if (vo.getObserve_lessons() != null) {
Set<String> observeLessons = new HashSet<>((List<String>) vo.getObserve_lessons());
// 如果后续需要使用 observeLessons，可以在此处添加逻辑
ObserveLessons += observeLessons.size();
}
}
// 构造单个结果项（平铺结构）
Map<String, Object> item = new HashMap<>();
item.put("habook", habook);
item.put("t_data", t_data);
item.put("t_green", t_green);
item.put("PublicCount", PublicCount);
item.put("double_green_count", double_green_count);
item.put("lesson_count", lesson_count);
item.put("ObserveLessons", ObserveLessons);
result.add(item);
});
return result;
}
public void saveFiveScores(TeacherDto teacherDto, HttpServletRequest request) {
String code = String.format(PK.PTTEACHER, teacherDto.getCode());
try {
List<PtTeacherInfo> ptTeacherInfos = ptTeacherRepository.findAllTeacher(teacherDto.getCode(), code);
if (!ptTeacherInfos.isEmpty()) {
List<PtTeacherInfo> teachers = ptTeacherInfos.stream()
.peek(ptTeacherInfo -> {
Map<String, Object> scores = getTeacherOfCapabilityAssessment(teacherDto, request);
ptTeacherInfo.setTeachingScore(parseScore(scores.get("teachingScore"), 0.0));
ptTeacherInfo.setResearchScore(parseScore(scores.get("researchScore"), 0.0));
ptTeacherInfo.setHonorScore(parseScore(scores.get("honorScore"), 0.0));
ptTeacherInfo.setTrainingScore(parseScore(scores.get("trainingScore"), 0.0));
ptTeacherInfo.setScientificScore(parseScore(scores.get("scientificScore"), 0.0));
})
.collect(Collectors.toList());
ptTeacherRepository.saveAll(teachers);
}
} catch (Exception e) {
throw new ServiceException(ErrorCode.PARAMS_ERROR.getCode(), "获取数据异常");
}
}
private Double parseScore(Object obj, double defaultValue) {
if (obj instanceof Number) {
return ((Number) obj).doubleValue();
} else if (obj instanceof String) {
try {
return Double.parseDouble((String) obj);
} catch (NumberFormatException ignored) {}
}
return defaultValue;
}
// 手机号正则表达式（中国大陆） // 手机号正则表达式（中国大陆）
private static final String PHONE_REGEX = "^1\\d{10}$"; private static final String PHONE_REGEX = "^1\\d{10}$";
/** /**

11
src/main/java/cn/teammodel/model/dto/admin/teacher/PtDto.java
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@ -0,0 +1,11 @@
package cn.teammodel.model.dto.admin.teacher;
import lombok.Data;
import java.util.List;
@Data
public class PtDto {
private String code;
private List<String> ids;
}

2
src/main/java/cn/teammodel/model/entity/school/PaperTeacher.java
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@ -15,5 +15,7 @@ import lombok.EqualsAndHashCode;
@JsonInclude(JsonInclude.Include.NON_NULL) @JsonInclude(JsonInclude.Include.NON_NULL)
public class PaperTeacher extends BaseItem { public class PaperTeacher extends BaseItem {
public String pk;
public String code;
} }

5
src/main/java/cn/teammodel/model/entity/teacher/PtTeacherInfo.java
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@ -47,4 +47,9 @@ public class PtTeacherInfo extends BaseItem {
public Integer state = 1; public Integer state = 1;
public Integer version = 1; public Integer version = 1;
public String source; public String source;
private Double teachingScore; // 教学分数
private Double researchScore; // 教研分数
private Double honorScore; // 荣誉分数
private Double trainingScore; // 培训分数
private Double scientificScore; // 科研分数
} }

5
src/main/java/cn/teammodel/repository/LessonRecordRepository.java
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@ -33,5 +33,10 @@ public interface LessonRecordRepository extends CosmosRepository<LessonRecord, S
@Query("select c.startTime from LessonRecord as c where c.code = @code and c.expire<=0 and c.status<>404 and c.periodId = @periodId and" + @Query("select c.startTime from LessonRecord as c where c.code = @code and c.expire<=0 and c.status<>404 and c.periodId = @periodId and" +
"(IS_NULL(@subjectId) or c.subjectId = @subjectId) ") "(IS_NULL(@subjectId) or c.subjectId = @subjectId) ")
Slice<LessonRecord> findAll(String code,String subjectId,String periodId,Pageable pageable); Slice<LessonRecord> findAll(String code,String subjectId,String periodId,Pageable pageable);
@Query("select c.tmdid from LessonRecord as c where c.code = @code and c.expire<=0 and c.status<>404 and c.periodId = @periodId and" +
"(IS_NULL(@startTime) OR c.startTime >= @startTime) and " +
"(IS_NULL(@endTime) OR c.startTime <= @endTime) and "+
"(IS_NULL(@subjectId) or c.subjectId = @subjectId) ")
List<LessonRecord> findAllIds(String code,String periodId,Long startTime, Long endTime ,String subjectId);
} }

2
src/main/java/cn/teammodel/repository/PaperTeacherRepository.java
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@ -11,4 +11,6 @@ import java.util.List;
public interface PaperTeacherRepository extends CosmosRepository<PaperTeacher,String>{ public interface PaperTeacherRepository extends CosmosRepository<PaperTeacher,String>{
@Query("select value count(1) from c where c.pk='Paper' and c.code=@code") @Query("select value count(1) from c where c.pk='Paper' and c.code=@code")
int getPaperCount(String code); int getPaperCount(String code);
@Query("select c.code from c where c.pk='Paper'")
List<PaperTeacher> getAllPaperCode();
} }

2
src/main/java/cn/teammodel/repository/PtTeacherRepository.java
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@ -20,5 +20,7 @@ public interface PtTeacherRepository extends CosmosRepository<PtTeacherInfo, Str
List<PtTeacherInfo> findAllTeacher(String school,String code); List<PtTeacherInfo> findAllTeacher(String school,String code);
@Query(value = "SELECT * FROM c WHERE c.pk = 'PtTeacher' and c.code = @code and c.state = 1 and c.status != 'delete' ") @Query(value = "SELECT * FROM c WHERE c.pk = 'PtTeacher' and c.code = @code and c.state = 1 and c.status != 'delete' ")
List<PtTeacherInfo> findByCode(String code); List<PtTeacherInfo> findByCode(String code);
@Query(value = "SELECT * FROM c WHERE c.pk = 'PtTeacher' and c.state = 1 and c.status != 'delete' ")
List<PtTeacherInfo> findAllTeacher();
} }

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