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Mybatis快速重构真批量sql入库操作
基本思路
重构mybatis默认方法saveBatch和saveOrUpdateBatch的实现
基本步骤
- 真批量保存实现类InsertBatchMethod
- 真批量更新实现类MysqlInsertOrUpdateBath
- 注册InsertBatchMethod和MysqlInsertOrUpdateBath到EasySqlInjector
- 注册EasySqlInjector到Mybatis配置类
- 实现自定义RootMapper
- 要实现真批量操作的实体类的Mapper继承RootMapper
- 自定义MyServiceImpl实现类
- 实体类ServiceImpl继承MyServiceImpl
- 批量方法的使用
详细步骤
-
真批量保存实现类InsertBatchMethod
import com.baomidou.mybatisplus.core.injector.AbstractMethod; import com.baomidou.mybatisplus.core.metadata.TableInfo; import lombok.extern.slf4j.Slf4j; import org.apache.ibatis.executor.keygen.NoKeyGenerator; import org.apache.ibatis.mapping.MappedStatement; import org.apache.ibatis.mapping.SqlSource;/*** 批量插入方法实现*/ @Slf4j public class InsertBatchMethod extends AbstractMethod {@Overridepublic MappedStatement injectMappedStatement(Class<?> mapperClass, Class<?> modelClass, TableInfo tableInfo) {final String sql = "<script>insert into %s %s values %s</script>";final String fieldSql = prepareFieldSql(tableInfo);final String valueSql = prepareValuesSql(tableInfo);final String sqlResult = String.format(sql, tableInfo.getTableName(), fieldSql, valueSql);log.debug("sqlResult----->{}", sqlResult);SqlSource sqlSource = languageDriver.createSqlSource(configuration, sqlResult, modelClass);// 第三个参数必须和RootMapper的自定义方法名一致return this.addInsertMappedStatement(mapperClass, modelClass, "insertBatch", sqlSource, new NoKeyGenerator(), null, null);}private String prepareFieldSql(TableInfo tableInfo) {StringBuilder fieldSql = new StringBuilder();fieldSql.append(tableInfo.getKeyColumn()).append(",");tableInfo.getFieldList().forEach(x -> {fieldSql.append(x.getColumn()).append(",");});fieldSql.delete(fieldSql.length() - 1, fieldSql.length());fieldSql.insert(0, "(");fieldSql.append(")");return fieldSql.toString();}private String prepareValuesSql(TableInfo tableInfo) {final StringBuilder valueSql = new StringBuilder();valueSql.append("<foreach collection=\"list\" item=\"item\" index=\"index\" open=\"(\" separator=\"),(\" close=\")\">");valueSql.append("#{item.").append(tableInfo.getKeyProperty()).append("},");tableInfo.getFieldList().forEach(x -> valueSql.append("#{item.").append(x.getProperty()).append("},"));valueSql.delete(valueSql.length() - 1, valueSql.length());valueSql.append("</foreach>");return valueSql.toString();} } -
真批量更新实现类MysqlInsertOrUpdateBath
import com.baomidou.mybatisplus.core.injector.AbstractMethod; import com.baomidou.mybatisplus.core.metadata.TableInfo; import org.apache.ibatis.executor.keygen.NoKeyGenerator; import org.apache.ibatis.mapping.MappedStatement; import org.apache.ibatis.mapping.SqlSource; import org.springframework.util.StringUtils;public class MysqlInsertOrUpdateBath extends AbstractMethod {@Overridepublic MappedStatement injectMappedStatement(Class<?> mapperClass, Class<?> modelClass, TableInfo tableInfo) {final String sql = "<script>insert into %s %s values %s ON DUPLICATE KEY UPDATE %s</script>";final String tableName = tableInfo.getTableName();final String filedSql = prepareFieldSql(tableInfo);final String modelValuesSql = prepareModelValuesSql(tableInfo);final String duplicateKeySql =prepareDuplicateKeySql(tableInfo);final String sqlResult = String.format(sql, tableName, filedSql, modelValuesSql,duplicateKeySql);//System.out.println("savaorupdatesqlsql="+sqlResult);SqlSource sqlSource = languageDriver.createSqlSource(configuration, sqlResult, modelClass);return this.addInsertMappedStatement(mapperClass, modelClass, "mysqlInsertOrUpdateBath", sqlSource, new NoKeyGenerator(), null, null);}/*** 准备ON DUPLICATE KEY UPDATE sql* @param tableInfo* @return*/private String prepareDuplicateKeySql(TableInfo tableInfo) {final StringBuilder duplicateKeySql = new StringBuilder();if(!StringUtils.isEmpty(tableInfo.getKeyColumn())) {duplicateKeySql.append(tableInfo.getKeyColumn()).append("=values(").append(tableInfo.getKeyColumn()).append("),");}tableInfo.getFieldList().forEach(x -> {duplicateKeySql.append(x.getColumn()).append("=values(").append(x.getColumn()).append("),");});duplicateKeySql.delete(duplicateKeySql.length() - 1, duplicateKeySql.length());return duplicateKeySql.toString();}/*** 准备属性名* @param tableInfo* @return*/private String prepareFieldSql(TableInfo tableInfo) {StringBuilder fieldSql = new StringBuilder();fieldSql.append(tableInfo.getKeyColumn()).append(",");tableInfo.getFieldList().forEach(x -> {fieldSql.append(x.getColumn()).append(",");});fieldSql.delete(fieldSql.length() - 1, fieldSql.length());fieldSql.insert(0, "(");fieldSql.append(")");return fieldSql.toString();}private String prepareModelValuesSql(TableInfo tableInfo){final StringBuilder valueSql = new StringBuilder();valueSql.append("<foreach collection=\"list\" item=\"item\" index=\"index\" open=\"(\" separator=\"),(\" close=\")\">");if(!StringUtils.isEmpty(tableInfo.getKeyProperty())) {valueSql.append("#{item.").append(tableInfo.getKeyProperty()).append("},");}tableInfo.getFieldList().forEach(x -> valueSql.append("#{item.").append(x.getProperty()).append("},"));valueSql.delete(valueSql.length() - 1, valueSql.length());valueSql.append("</foreach>");return valueSql.toString();} } -
注册InsertBatchMethod和MysqlInsertOrUpdateBath到EasySqlInjector
import com.baomidou.mybatisplus.core.injector.AbstractMethod; import com.baomidou.mybatisplus.core.injector.DefaultSqlInjector; import com.baomidou.mybatisplus.extension.injector.methods.AlwaysUpdateSomeColumnById; import com.baomidou.mybatisplus.extension.injector.methods.InsertBatchSomeColumn; import org.springframework.stereotype.Component; import java.util.List;@Component public class EasySqlInjector extends DefaultSqlInjector {@Overridepublic List<AbstractMethod> getMethodList(Class<?> mapperClass) {List<AbstractMethod> methodList = super.getMethodList(mapperClass);// 真批量插入接口methodList.add(new InsertBatchSomeColumn());// 总是更新字段，不忽略nullmethodList.add(new AlwaysUpdateSomeColumnById(tableFieldInfo ->!tableFieldInfo.getColumn().equals("DELETED")&& !tableFieldInfo.getColumn().equals("ID")&& !tableFieldInfo.getColumn().equals("CREATE_TIME")&& !tableFieldInfo.getColumn().equals("CREATE_USER")&& !tableFieldInfo.getColumn().equals("CREATE_USER_NAME")));// 真批量更新methodList.add(new InsertBatchMethod());methodList.add(new MysqlInsertOrUpdateBath());return methodList;} } -
注册EasySqlInjector到Mybatis配置类
@Slf4j @Configuration @EnableNacosConfig @EnableConfigurationProperties @MapperScan("com.**.dao") public class OPAConfiguration implements EnvironmentAware,BeanFactoryAware{@Beanpublic xxxMybatisContext xxxMybatisContext(xxxProperties xxxProperties, MybatisPlusProperties properties) throws Exception {xxxMybatisContext xxxMybatisContext=new xxxMybatisContext();// TODO 使用 MybatisSqlSessionFactoryBean 而不是 SqlSessionFactoryBeanMybatisSqlSessionFactoryBean factory = new MybatisSqlSessionFactoryBean();factory.setDataSource(this.dataSource);factory.setVfs(SpringBootVFS.class);factory.setMapperLocations(new PathMatchingResourcePatternResolver().getResources("classpath*:com/xxx/xxx/xxx/mapping/*Mapper.xml"));// TODO 此处必为非 NULLGlobalConfig globalConfig = properties.getGlobalConfig();GlobalConfig newGlobalConfig=new GlobalConfig();BeanUtils.copyProperties(globalConfig, newGlobalConfig);newGlobalConfig.setMetaObjectHandler(new xxxMetaObjectHandler());newGlobalConfig.setSqlInjector(new EasySqlInjector());factory.setGlobalConfig(newGlobalConfig);SqlSessionFactory sqlSessionFactory=factory.getObject();newGlobalConfig.setSqlSessionFactory(sqlSessionFactory);xxxMybatisContext.setSessionFactory(sqlSessionFactory);xxxMybatisContext.setSqlSessionTemplate(new SqlSessionTemplate(sqlSessionFactory));ClassPathMapperScanner scanner = new ClassPathMapperScanner((BeanDefinitionRegistry) beanFactory);scanner.setSqlSessionTemplate(xxxMybatisContext.getSqlSessionTemplate());// scanner.setBeanNameGenerator(new xxxBeanNameGenerator());scanner.registerFilters();scanner.scan(StringUtils.tokenizeToStringArray("com.xxx.xxx.xxx.mapping", ConfigurableApplicationContext.CONFIG_LOCATION_DELIMITERS));return xxxMybatisContext;}} -
实现自定义RootMapper
import com.baomidou.mybatisplus.core.mapper.BaseMapper; import org.apache.ibatis.annotations.Param; import java.util.List;/*** 根Mapper，给表Mapper继承用的，可以自定义通用方法* {@link BaseMapper}* {@link com.baomidou.mybatisplus.extension.service.IService}* {@link com.baomidou.mybatisplus.extension.service.impl.ServiceImpl}*/ public interface RootMapper<T> extends BaseMapper<T> {/*** 自定义批量插入* 如果要自动填充，@Param(xx) xx参数名必须是 list/collection/array 3个的其中之一*/int insertBatch(@Param("list") List<T> list);/*** 自定义批量新增或更新* 如果要自动填充，@Param(xx) xx参数名必须是 list/collection/array 3个的其中之一*/int mysqlInsertOrUpdateBath(@Param("list") List<T> list);} -
要实现真批量操作的实体类的Mapper继承RootMapper
@Mapper public interface BudgetVSActualMapper extends RootMapper<BudgetVSActual> { -
自定义MyServiceImpl实现类
import com.baomidou.mybatisplus.core.conditions.Wrapper; import com.baomidou.mybatisplus.core.enums.SqlMethod; import com.baomidou.mybatisplus.core.metadata.TableInfo; import com.baomidou.mybatisplus.core.metadata.TableInfoHelper; import com.baomidou.mybatisplus.core.toolkit.*; import com.baomidou.mybatisplus.extension.service.IService; import com.baomidou.mybatisplus.extension.toolkit.SqlHelper; import com.pwc.sdc.OPA.mapping.RootMapper; import org.apache.ibatis.binding.MapperMethod; import org.apache.ibatis.logging.Log; import org.apache.ibatis.logging.LogFactory; import org.apache.ibatis.session.SqlSession; import org.mybatis.spring.SqlSessionUtils; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.core.ResolvableType; import org.springframework.transaction.annotation.Transactional; import java.io.Serializable; import java.util.*; import java.util.function.BiConsumer; import java.util.function.Consumer; import java.util.function.Function; import java.util.stream.Collectors; import java.util.stream.Stream;public class MyServiceImpl<M extends RootMapper<T>, T> implements IService<T> {protected Log log = LogFactory.getLog(this.getClass());@Autowiredprotected M baseMapper;protected Class<T> entityClass = this.currentModelClass();protected Class<T> mapperClass = this.currentMapperClass();public MyServiceImpl() {}public M getBaseMapper() {return this.baseMapper;}public Class<T> getEntityClass() {return this.entityClass;}/** @deprecated */@Deprecatedprotected boolean retBool(Integer result) {return SqlHelper.retBool(result);}protected Class<T> currentMapperClass() {return (Class)this.getResolvableType().as(MyServiceImpl.class).getGeneric(new int[]{0}).getType();}protected Class<T> currentModelClass() {return (Class)this.getResolvableType().as(MyServiceImpl.class).getGeneric(new int[]{1}).getType();}protected ResolvableType getResolvableType() {return ResolvableType.forClass(ClassUtils.getUserClass(this.getClass()));}/** @deprecated */@Deprecatedprotected SqlSession sqlSessionBatch() {return SqlHelper.sqlSessionBatch(this.entityClass);}/** @deprecated */@Deprecatedprotected void closeSqlSession(SqlSession sqlSession) {SqlSessionUtils.closeSqlSession(sqlSession, GlobalConfigUtils.currentSessionFactory(this.entityClass));}/** @deprecated */@Deprecatedprotected String sqlStatement(SqlMethod sqlMethod) {return SqlHelper.table(this.entityClass).getSqlStatement(sqlMethod.getMethod());}@Transactional(rollbackFor = {Exception.class})public boolean saveBatch(Collection<T> entityList, int batchSize) {if(CollectionUtils.isEmpty(entityList)){return true;}int maxNum=2000;int limit = countStep(entityList.size(), maxNum);List<List<T>> subList = new ArrayList<>();Stream.iterate(0, n -> n + 1).limit(limit).forEach(i -> {subList.add(entityList.stream().skip(i * maxNum).limit(maxNum).collect(Collectors.toList()));});for (List<T> t : subList) {this.baseMapper.insertBatch(t);}return true;}protected String getSqlStatement(SqlMethod sqlMethod) {return SqlHelper.getSqlStatement(this.mapperClass, sqlMethod);}@Transactional(rollbackFor = {Exception.class})public boolean saveOrUpdate(T entity) {if (null == entity) {return false;} else {TableInfo tableInfo = TableInfoHelper.getTableInfo(this.entityClass);Assert.notNull(tableInfo, "error: can not execute. because can not find cache of TableInfo for entity!", new Object[0]);String keyProperty = tableInfo.getKeyProperty();Assert.notEmpty(keyProperty, "error: can not execute. because can not find column for id from entity!", new Object[0]);Object idVal = ReflectionKit.getFieldValue(entity, tableInfo.getKeyProperty());return !StringUtils.checkValNull(idVal) && !Objects.isNull(this.getById((Serializable)idVal)) ? this.updateById(entity) : this.save(entity);}}@Transactional(rollbackFor = {Exception.class})public boolean saveOrUpdateBatch(Collection<T> entityList, int batchSize) {if(CollectionUtils.isEmpty(entityList)){return true;}int maxNum=2000;int limit = countStep(entityList.size(), maxNum);List<List<T>> subList = new ArrayList<>();Stream.iterate(0, n -> n + 1).limit(limit).forEach(i -> {subList.add(entityList.stream().skip(i * maxNum).limit(maxNum).collect(Collectors.toList()));});for (List<T> t : subList) {this.baseMapper.mysqlInsertOrUpdateBath(t);}return true;}private static Integer countStep(Integer size, Integer maxNum) {return (size + maxNum - 1) / maxNum;}@Transactional(rollbackFor = {Exception.class})public boolean updateBatchById(Collection<T> entityList, int batchSize) {String sqlStatement = this.getSqlStatement(SqlMethod.UPDATE_BY_ID);return this.executeBatch(entityList, batchSize, (sqlSession, entity) -> {MapperMethod.ParamMap<T> param = new MapperMethod.ParamMap();param.put("et", entity);sqlSession.update(sqlStatement, param);});}public T getOne(Wrapper<T> queryWrapper, boolean throwEx) {return throwEx ? this.baseMapper.selectOne(queryWrapper) : SqlHelper.getObject(this.log, this.baseMapper.selectList(queryWrapper));}public Map<String, Object> getMap(Wrapper<T> queryWrapper) {return (Map)SqlHelper.getObject(this.log, this.baseMapper.selectMaps(queryWrapper));}public <V> V getObj(Wrapper<T> queryWrapper, Function<? super Object, V> mapper) {return SqlHelper.getObject(this.log, this.listObjs(queryWrapper, mapper));}/** @deprecated */@Deprecatedprotected boolean executeBatch(Consumer<SqlSession> consumer) {return SqlHelper.executeBatch(this.entityClass, this.log, consumer);}protected <E> boolean executeBatch(Collection<E> list, int batchSize, BiConsumer<SqlSession, E> consumer) {return SqlHelper.executeBatch(this.entityClass, this.log, list, batchSize, consumer);}protected <E> boolean executeBatch(Collection<E> list, BiConsumer<SqlSession, E> consumer) {return this.executeBatch(list, 1000, consumer);} -
实体类ServiceImpl继承MyServiceImpl
public class BudgetVSActualServiceImpl extends MyServiceImpl<BudgetVSActualMapper, BudgetVSActual> implements BudgetVSActualService { -
批量方法的使用
@Autowired private IService<T> iService;//批量保存数据 iService.saveBatch(DataList); //批量更新数据 iService.saveOrUpdateBatch(DataList);
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