JAVA代碼實(shí)現(xiàn)MongoDB動(dòng)態(tài)條件之分頁(yè)查詢(xún)
一、使用QueryByExampleExecutor
1. 繼承MongoRepository
public interface StudentRepository extends MongoRepository<Student, String> { }
2. 代碼實(shí)現(xiàn)
- 使用ExampleMatcher匹配器-----只支持字符串的模糊查詢(xún),其他類(lèi)型是完全匹配
- Example封裝實(shí)體類(lèi)和匹配器
- 使用QueryByExampleExecutor接口中的findAll方法
public Page<Student> getListWithExample(StudentReqVO studentReqVO) { Sort sort = Sort.by(Sort.Direction.DESC, "createTime"); Pageable pageable = PageRequest.of(studentReqVO.getPageNum(), studentReqVO.getPageSize(), sort); Student student = new Student(); BeanUtils.copyProperties(studentReqVO, student); //創(chuàng)建匹配器,即如何使用查詢(xún)條件 ExampleMatcher matcher = ExampleMatcher.matching() //構(gòu)建對(duì)象 .withStringMatcher(ExampleMatcher.StringMatcher.CONTAINING) //改變默認(rèn)字符串匹配方式:模糊查詢(xún) .withIgnoreCase(true) //改變默認(rèn)大小寫(xiě)忽略方式:忽略大小寫(xiě) .withMatcher("name", ExampleMatcher.GenericPropertyMatchers.contains()) //采用“包含匹配”的方式查詢(xún) .withIgnorePaths("pageNum", "pageSize"); //忽略屬性,不參與查詢(xún) //創(chuàng)建實(shí)例 Example<Student> example = Example.of(student, matcher); Page<Student> students = studentRepository.findAll(example, pageable); return students; }
缺點(diǎn):
- 不支持過(guò)濾條件分組。即不支持過(guò)濾條件用 or(或) 來(lái)連接,所有的過(guò)濾條件,都是簡(jiǎn)單一層的用 and(并且) 連接
- 不支持兩個(gè)值的范圍查詢(xún),如時(shí)間范圍的查詢(xún)
二、MongoTemplate結(jié)合Query
實(shí)現(xiàn)一:使用Criteria封裝查詢(xún)條件
public Page<Student> getListWithCriteria(StudentReqVO studentReqVO) { Sort sort = Sort.by(Sort.Direction.DESC, "createTime"); Pageable pageable = PageRequest.of(studentReqVO.getPageNum(), studentReqVO.getPageSize(), sort); Query query = new Query(); //動(dòng)態(tài)拼接查詢(xún)條件 if (!StringUtils.isEmpty(studentReqVO.getName())){ Pattern pattern = Pattern.compile("^.*" + studentReqVO.getName() + ".*$", Pattern.CASE_INSENSITIVE); query.addCriteria(Criteria.where("name").regex(pattern)); } if (studentReqVO.getSex() != null){ query.addCriteria(Criteria.where("sex").is(studentReqVO.getSex())); } if (studentReqVO.getCreateTime() != null){ query.addCriteria(Criteria.where("createTime").lte(studentReqVO.getCreateTime())); } //計(jì)算總數(shù) long total = mongoTemplate.count(query, Student.class); //查詢(xún)結(jié)果集 List<Student> studentList = mongoTemplate.find(query.with(pageable), Student.class); Page<Student> studentPage = new PageImpl(studentList, pageable, total); return studentPage; }
實(shí)現(xiàn)二:使用Example和Criteria封裝查詢(xún)條件
public Page<Student> getListWithExampleAndCriteria(StudentReqVO studentReqVO) { Sort sort = Sort.by(Sort.Direction.DESC, "createTime"); Pageable pageable = PageRequest.of(studentReqVO.getPageNum(), studentReqVO.getPageSize(), sort); Student student = new Student(); BeanUtils.copyProperties(studentReqVO, student); //創(chuàng)建匹配器,即如何使用查詢(xún)條件 ExampleMatcher matcher = ExampleMatcher.matching() //構(gòu)建對(duì)象 .withStringMatcher(ExampleMatcher.StringMatcher.CONTAINING) //改變默認(rèn)字符串匹配方式:模糊查詢(xún) .withIgnoreCase(true) //改變默認(rèn)大小寫(xiě)忽略方式:忽略大小寫(xiě) .withMatcher("name", ExampleMatcher.GenericPropertyMatchers.contains()) //標(biāo)題采用“包含匹配”的方式查詢(xún) .withIgnorePaths("pageNum", "pageSize"); //忽略屬性,不參與查詢(xún) //創(chuàng)建實(shí)例 Example<Student> example = Example.of(student, matcher); Query query = new Query(Criteria.byExample(example)); if (studentReqVO.getCreateTime() != null){ query.addCriteria(Criteria.where("createTime").lte(studentReqVO.getCreateTime())); } //計(jì)算總數(shù) long total = mongoTemplate.count(query, Student.class); //查詢(xún)結(jié)果集 List<Student> studentList = mongoTemplate.find(query.with(pageable), Student.class); Page<Student> studentPage = new PageImpl(studentList, pageable, total); return studentPage; }
缺點(diǎn):
不支持返回固定字段
三、MongoTemplate結(jié)合BasicQuery
- BasicQuery是Query的子類(lèi)
- 支持返回固定字段
public Page<Student> getListWithBasicQuery(StudentReqVO studentReqVO) { Sort sort = Sort.by(Sort.Direction.DESC, "createTime"); Pageable pageable = PageRequest.of(studentReqVO.getPageNum(), studentReqVO.getPageSize(), sort); QueryBuilder queryBuilder = new QueryBuilder(); //動(dòng)態(tài)拼接查詢(xún)條件 if (!StringUtils.isEmpty(studentReqVO.getName())) { Pattern pattern = Pattern.compile("^.*" + studentReqVO.getName() + ".*$", Pattern.CASE_INSENSITIVE); queryBuilder.and("name").regex(pattern); } if (studentReqVO.getSex() != null) { queryBuilder.and("sex").is(studentReqVO.getSex()); } if (studentReqVO.getCreateTime() != null) { queryBuilder.and("createTime").lessThanEquals(studentReqVO.getCreateTime()); } Query query = new BasicQuery(queryBuilder.get().toString()); //計(jì)算總數(shù) long total = mongoTemplate.count(query, Student.class); //查詢(xún)結(jié)果集條件 BasicDBObject fieldsObject = new BasicDBObject(); //id默認(rèn)有值,可不指定 fieldsObject.append("id", 1) //1查詢(xún),返回?cái)?shù)據(jù)中有值;0不查詢(xún),無(wú)值 .append("name", 1); query = new BasicQuery(queryBuilder.get().toString(), fieldsObject.toJson()); //查詢(xún)結(jié)果集 List<Student> studentList = mongoTemplate.find(query.with(pageable), Student.class); Page<Student> studentPage = new PageImpl(studentList, pageable, total); return studentPage; }
四、MongoTemplate結(jié)合Aggregation
- 使用Aggregation聚合查詢(xún)
- 支持返回固定字段
- 支持分組計(jì)算總數(shù)、求和、平均值、最大值、最小值等等
public Page<Student> getListWithAggregation(StudentReqVO studentReqVO) { Sort sort = Sort.by(Sort.Direction.DESC, "createTime"); Pageable pageable = PageRequest.of(studentReqVO.getPageNum(), studentReqVO.getPageSize(), sort); Integer pageNum = studentReqVO.getPageNum(); Integer pageSize = studentReqVO.getPageSize(); List<AggregationOperation> operations = new ArrayList<>(); if (!StringUtils.isEmpty(studentReqVO.getName())) { Pattern pattern = Pattern.compile("^.*" + studentReqVO.getName() + ".*$", Pattern.CASE_INSENSITIVE); Criteria criteria = Criteria.where("name").regex(pattern); operations.add(Aggregation.match(criteria)); } if (null != studentReqVO.getSex()) { operations.add(Aggregation.match(Criteria.where("sex").is(studentReqVO.getSex()))); } long totalCount = 0; //獲取滿(mǎn)足添加的總頁(yè)數(shù) if (null != operations && operations.size() > 0) { Aggregation aggregationCount = Aggregation.newAggregation(operations); //operations為空,會(huì)報(bào)錯(cuò) AggregationResults<Student> resultsCount = mongoTemplate.aggregate(aggregationCount, "student", Student.class); totalCount = resultsCount.getMappedResults().size(); } else { List<Student> list = mongoTemplate.findAll(Student.class); totalCount = list.size(); } operations.add(Aggregation.skip((long) pageNum * pageSize)); operations.add(Aggregation.limit(pageSize)); operations.add(Aggregation.sort(Sort.Direction.DESC, "createTime")); Aggregation aggregation = Aggregation.newAggregation(operations); AggregationResults<Student> results = mongoTemplate.aggregate(aggregation, "student", Student.class); //查詢(xún)結(jié)果集 Page<Student> studentPage = new PageImpl(results.getMappedResults(), pageable, totalCount); return studentPage; }
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