feat: 新增dao-support-lib step2

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zengxiaobo 2024-04-18 18:20:40 +08:00
parent d28fd4254e
commit dc2e340ce0
24 changed files with 2984 additions and 0 deletions

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package cn.axzo.foundation.dao.support.data.converter;
import cn.axzo.foundation.dao.support.data.mysql.MybatisPlusConverterUtils;
import cn.axzo.foundation.dao.support.data.page.IPageReq;
import cn.axzo.foundation.dao.support.data.page.PageResp;
import com.baomidou.mybatisplus.core.metadata.IPage;
import com.baomidou.mybatisplus.core.metadata.OrderItem;
import com.google.common.collect.Lists;
import lombok.experimental.UtilityClass;
import org.apache.commons.lang3.BooleanUtils;
import java.util.List;
import java.util.Optional;
import java.util.function.Function;
import java.util.stream.Collectors;
@UtilityClass
public class PageConverter {
/**
* 将bfs page转换为MybatisPlus的IPage
* 支持根据entity上的字段来排序
*
* @param page
* @param entityClz
* @param <R>
* @return
*/
public static <R> IPage<R> convertToMybatis(IPageReq page, Class<R> entityClz) {
int pageSize = Math.min(Optional.ofNullable(page.getPageSize()).orElse(IPageReq.DEFAULT_PAGE_SIZE), IPageReq.MAX_PAGE_SIZE);
Integer current = Optional.ofNullable(page.getPage()).orElse(IPageReq.DEFAULT_PAGE_NUMBER);
com.baomidou.mybatisplus.extension.plugins.pagination.Page<R> myBatisPage
= new com.baomidou.mybatisplus.extension.plugins.pagination.Page<>(current, pageSize);
List<OrderItem> orderItems = MybatisPlusConverterUtils.convertOrderItems(page.getSort(), entityClz);
myBatisPage.setOrders(orderItems);
return myBatisPage;
}
/**
* 将MybatisPlus的IPage转换为spring的Page, 用于返回
*
* @param page
* @param <T>
* @return
*/
public static <T> PageResp convertToBfs(IPage<T> page) {
List<String> sorts = page.orders().stream()
.map(e -> e.getColumn().concat(IPageReq.SORT_DELIMITER).concat(e.isAsc() ? IPageReq.SORT_ASC : IPageReq.SORT_DESC))
.collect(Collectors.toList());
PageResp result = PageResp.builder()
.total(page.getTotal())
.current(page.getCurrent())
.size(page.getSize())
.build();
result.setTotal(page.getTotal());
result.setData(page.getRecords());
return result;
}
/**
* 读取 bfs page 请求读取 mybatis 并将结果转换成 bfs page
* mybatisPage(page, p->xxxDao.selectPage(p, query));
* XXX 针对排序字段作出优化通过传入entityClz用于确定排序sql中的真实字段名
*/
public static <T, R> PageResp<R> mybatisPage(IPageReq page, Function<IPage, IPage> pageLoader, Class<T> entityClz) {
final IPage<T> p = PageConverter.convertToMybatis(page, entityClz);
IPage<T> iPage = pageLoader.apply(p);
return PageConverter.convertToBfs(iPage);
}
/**
* 将所有的数据通过page接口写入到list. 并返回
* function中需要参数为新的pageNum, 默认从第一页开始加载. 直到返回的记录行数小于 预期的行数
*/
public static <T> List<T> drainAll(Function<Integer, PageResp<T>> function) {
return drainAll(function, null);
}
/**
* 将所有的数据通过page接口写入到list. 并返回
* function中需要参数为新的pageNum, 默认从第一页开始加载. 直到返回的记录行数小于 预期的行数
* breaker可以自行决定何时中断允许为空为空表示会拉取所有
*/
public static <T> List<T> drainAll(Function<Integer, PageResp<T>> function, Function<List<T>, Boolean> breaker) {
List<T> totalData = Lists.newArrayList();
int pageNum = IPageReq.DEFAULT_PAGE_NUMBER;
while (true) {
PageResp<T> result = function.apply(pageNum);
totalData.addAll(result.getData());
if (result.getData().size() < result.getSize()) {
break;
}
if (breaker != null && BooleanUtils.isTrue(breaker.apply(totalData))) {
break;
}
pageNum += 1;
}
return totalData;
}
}

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package cn.axzo.foundation.dao.support.data.mysql;
import cn.axzo.foundation.dao.support.data.mysql.type.SetTypeHandler;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
import com.baomidou.mybatisplus.core.metadata.TableFieldInfo;
import com.baomidou.mybatisplus.core.metadata.TableInfo;
import com.baomidou.mybatisplus.core.metadata.TableInfoHelper;
import com.google.common.base.Function;
import com.google.common.base.Preconditions;
import com.google.common.base.Splitter;
import com.google.common.base.Strings;
import com.google.common.collect.ImmutableMap;
import com.google.common.collect.ImmutableSet;
import com.google.common.collect.Lists;
import com.google.common.collect.Maps;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;
import org.apache.commons.lang3.tuple.Pair;
import org.springframework.util.CollectionUtils;
import java.util.*;
import java.util.function.BiConsumer;
import java.util.stream.Collectors;
/**
* 一个简单工具类可以从测试环境中通过intellij工具导入数据成json字符串, 然后运行这个脚本导入到线上环境.
* intellij中请使用JSON-groovy格式输出成json
* 注意.导出的数据的字段是数据库的列名需要转换.
* <pre>
* [
* {
* "id": 2,
* "app_ids": "9999",
* "name": "集成测试告警",
* "subject": "集成测试告警",
* "priority": 98,
* "recipients": "",
* "send_threshold": 1,
* "send_interval": 1,
* "description": "集成测试告警",
* "ext": "",
* "status": "ENABLED",
* "create_time": "2019-10-25 07:10:43",
* "update_time": "2019-11-23 19:51:50"
* }
* ....
* ]
* </pre>
* sample
* <pre>
* importHelper = JsonImportHelper.<AlertRuleDao, AlertRule>builder().baseMapper(alertRuleDao)
* .bizKeyNames(List.of("name"))
* .excludeFields(Set.of())
* .clz(AlertRule.class)
* .saveOrUpdate(null).build();
* </pre>
*
* @param <M>
* @param <T>
*/
public class JsonImportHelper<M extends BaseMapper<T>, T> {
private static final Set<String> DEFAULT_EXCLUDE_FIELDS = ImmutableSet.of("", "id", "rowid", "updatedTime", "createTime", "updateTime", "createTime", "modifyTime");
private static final String DEFAULT_ID_FIELD_NAME = "id";
private static final int MAX_IMPORT_COUNT = 1000;
private boolean jsonSmart;
private String idFieldName;
private HashSet<String> excludeFields;
private M baseMapper;
/**
* 业务主键. 比如code, 唯一的名称...能唯一标识这条数据.
*/
private List<String> bizKeyNames;
private Class<T> clz;
private BiConsumer<T, Boolean> saveOrUpdate;
/**
* @param baseMapper
* @param excludeFields 排除的字段. 比如更新日期,创建日期,id. 默认已经集成.
* @param bizKeyNames
* @param clz
* @param saveOrUpdate
*/
@Builder
public JsonImportHelper(M baseMapper, Set<String> excludeFields, List<String> bizKeyNames, Class<T> clz,
BiConsumer<T, Boolean> saveOrUpdate, String idFieldName) {
Preconditions.checkArgument(!CollectionUtils.isEmpty(bizKeyNames));
Preconditions.checkArgument(baseMapper != null);
Preconditions.checkArgument(clz != null);
this.baseMapper = baseMapper;
this.excludeFields = new HashSet<>(DEFAULT_EXCLUDE_FIELDS);
if (!CollectionUtils.isEmpty(excludeFields)) {
this.excludeFields.addAll(excludeFields);
}
this.bizKeyNames = bizKeyNames;
this.clz = clz;
this.saveOrUpdate = saveOrUpdate;
this.jsonSmart = true;
this.idFieldName = Strings.isNullOrEmpty(idFieldName) ? DEFAULT_ID_FIELD_NAME : idFieldName;
}
public void setJsonSmart(boolean jsonSmart) {
this.jsonSmart = jsonSmart;
}
/**
* 执行导入数据操作.返回需要更新, 查询, 没有变化的数据. 如果limit 是0 只是查看数据结果, 不发生操作.
* 一次最多不超过200条数据
*
* @param rawJson
* @param limit 指定需要更新的数据数量. 如果是0, 不会更新数据. 只返回结果
* @return 返回更新数据列表.
*/
public ImportResp run(List<JSONObject> rawJson, int limit) {
Preconditions.checkArgument(rawJson.size() <= MAX_IMPORT_COUNT);
List<JSONObject> importRows = resolveRows(rawJson);
TableInfo tableInfo = TableInfoHelper.getTableInfo(clz);
Map<String, String> columnMap = tableInfo.getFieldList().stream().collect(Collectors.toMap(e -> e.getColumn(), e -> e.getProperty()));
// 主键没有columnMap中,需要显示声明.
columnMap.put(tableInfo.getKeyColumn(), tableInfo.getKeyProperty());
ImmutableMap<String, TableFieldInfo> propertyMap = Maps.uniqueIndex(tableInfo.getFieldList(), TableFieldInfo::getProperty);
QueryWrapper<T> query = new QueryWrapper<>();
//如果 bizKeyNames只有1个, 则转化 sql keyColumn in('xxx','xxx'...)
if (bizKeyNames.size() == 1) {
String bizKeyName = bizKeyNames.get(0);
Set<Object> bizKeyValues = importRows.stream().map(e -> e.get(bizKeyName)).collect(Collectors.toSet());
query.in(propertyMap.get(bizKeyName) != null && !bizKeyValues.isEmpty(), propertyMap.get(bizKeyName).getColumn(), bizKeyValues);
} else {
//需要插入更新的rows. 转化为 sql (keyColumn1 = 'xxx' and keyColumn2 = 'xxx') or (...)
importRows.forEach(row -> query.or(subWrapper ->
bizKeyNames.forEach(key -> subWrapper.eq(propertyMap.get(key) != null && row.get(key) != null,
propertyMap.get(key).getColumn(), row.get(key)))));
}
query.last("limit 2000");
// 没有直接使用selectList处理json类型列有问题
// baseMapper.selectMaps(query) 返回数据是db 列名, 需要转换
List<JSONObject> dbRows = baseMapper.selectMaps(query).stream().map(e -> {
final Map<String, Object> p = e.entrySet().stream()
.filter(entry -> columnMap.containsKey(entry.getKey().toLowerCase()))
.collect(Collectors.toMap(entry -> columnMap.get(entry.getKey().toLowerCase()), entry -> entry.getValue()));
return new JSONObject(p);
}).collect(Collectors.toList());
ImportResp<T> diffRes = diff(dbRows, importRows);
diffRes.insertRows.stream().limit(limit).forEach(e -> doSaveOrUpdate(e, true));
diffRes.updateRows.stream().limit(limit).forEach(e -> doSaveOrUpdate(e, false));
return diffRes;
}
private void doSaveOrUpdate(T entity, boolean insert) {
if (saveOrUpdate != null) {
saveOrUpdate.accept(entity, insert);
} else {
if (insert) {
baseMapper.insert(entity);
} else {
baseMapper.updateById(entity);
}
}
}
/**
* 解决数据库的列名到属性名的转换, 并过滤不存在和需要过滤的列
*
* @param rows
* @return
*/
List<JSONObject> resolveRows(List<JSONObject> rows) {
TableInfo tableInfo = TableInfoHelper.getTableInfo(clz);
// 兼容客户端上传的数据是表的column名称(下划线), 或者是熟悉的名称(camel)
ImmutableMap<String, TableFieldInfo> columnMap = Maps.uniqueIndex(tableInfo.getFieldList(), TableFieldInfo::getColumn);
ImmutableMap<String, TableFieldInfo> propertyMap = Maps.uniqueIndex(tableInfo.getFieldList(), TableFieldInfo::getProperty);
Map<String, TableFieldInfo> columnPropertyMap = new HashMap<>(columnMap);
columnPropertyMap.putAll(propertyMap);
return rows.stream().map(e -> {
Map<String, Object> collect = e.entrySet().stream().map(node -> {
TableFieldInfo column = columnPropertyMap.get(node.getKey());
if (column == null) {
return Pair.of("", "");
}
Object nodeValue = node.getValue();
if (jsonSmart && nodeValue != null && (node.getValue() instanceof String)) {
String value = (String) (node.getValue());
if (value.startsWith("{") && JSON.isValidObject(value)) {
nodeValue = JSONObject.parseObject(value);
}
if (value.startsWith("[") && JSON.isValidArray(value)) {
nodeValue = JSONObject.parseArray(value);
}
if (column.getTypeHandler() == SetTypeHandler.class) {
nodeValue = ImmutableSet.copyOf(Splitter.on(",").omitEmptyStrings().trimResults().splitToList(value));
}
}
return Pair.of(column.getProperty(), nodeValue);
})
.filter(x -> x.getValue() != null)
.filter(x -> !excludeFields.contains(x.getKey()))
.collect(Collectors.toMap(x -> x.getKey(), x -> x.getValue()));
return new JSONObject(collect);
}).collect(Collectors.toList());
}
ImportResp<T> diff(List<JSONObject> dbRows, List<JSONObject> importRows) {
// 通过逻辑biz key来关联数据库和导入的数据, 得到需要需要创建和更新的数据.
ImmutableMap<String, JSONObject> dbRowMap = Maps.uniqueIndex(dbRows, e -> {
return bizKeyNames.stream().map(key -> e.getString(key)).collect(Collectors.joining(","));
});
ImmutableMap<String, JSONObject> importRowMap = Maps.uniqueIndex(importRows, e -> {
return bizKeyNames.stream().map(key -> e.getString(key)).collect(Collectors.joining(","));
});
ImportResp res = new ImportResp();
for (Map.Entry<String, JSONObject> entry : importRowMap.entrySet()) {
JSONObject dbRow = dbRowMap.get(entry.getKey());
JSONObject importRow = entry.getValue();
if (dbRow != null) {
// 关联成功
if (isSame(dbRow, importRow)) {
res.sameRows.add(JSONObject.toJavaObject(importRow, clz));
} else {
// update the id by db row's
JSONObject updated = new JSONObject(importRow);
updated.put(this.idFieldName, dbRow.getOrDefault(this.idFieldName, null));
res.updateRows.add(JSONObject.toJavaObject(updated, clz));
}
} else {
// 没有关联上, 说明需要新增.
res.insertRows.add(JSONObject.toJavaObject(importRow, clz));
}
}
return res;
}
/**
* 将json对象串成一个字段串, 来比较2个json是否一致.
*
* @param src
* @param target
* @return
*/
boolean isSame(JSONObject src, JSONObject target) {
Function<JSONObject, String> mixer = i -> {
return i.entrySet().stream().filter(e -> !excludeFields.contains(e.getKey()))
.sorted(Comparator.comparing(Map.Entry::getKey))
.filter(e -> e.getValue() != null)
.filter(e -> !Strings.isNullOrEmpty(e.getValue().toString()))
.map(e -> e.getKey() + "=" + e.getValue()).collect(Collectors.joining(","));
};
String srcText = mixer.apply(src);
String targetText = mixer.apply(target);
boolean res = srcText.equals(targetText);
return res;
}
@NoArgsConstructor
@AllArgsConstructor
@Data
@Builder
public final static class ImportResp<T> {
List<T> updateRows = Lists.newArrayList();
List<T> insertRows = Lists.newArrayList();
List<T> sameRows = Lists.newArrayList();
}
}

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package cn.axzo.foundation.dao.support.data.mysql;
import com.baomidou.mybatisplus.core.conditions.Wrapper;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import com.baomidou.mybatisplus.core.toolkit.support.SFunction;
import com.google.common.base.Preconditions;
import com.google.common.cache.CacheBuilder;
import com.google.common.cache.CacheLoader;
import com.google.common.cache.LoadingCache;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.Maps;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.NonNull;
import java.io.Serializable;
import java.time.Duration;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.function.Function;
import java.util.function.Predicate;
import java.util.stream.Collectors;
/**
*通过basempper 读取 mysql 中数据并缓存LoadingCache中
* 提供了 2 中构建方式
* <ul>
* <li>
* <p>IdBuilder</p><br/>
* LoadingCache<Long, List<User>> cache = MybatisPlusCache.KeyBuilder.<User, Long>builder()
* .expire(Duration.ofMinutes(5)).maxSize(100L).baseMapper(mapper)
* .keyFunction(User::gtiId).build().toLoadingCache();
* </li>
* <li>
* <p>AllBuilder</p><br/>
* LoadingCache<Long, List<User>> cache = MybatisPlusCache.AllBuilder.<User, Long>builder()
* .expire(Duration.ofMinutes(5)).maxSize(100L).baseMapper(mapper)
* .queryBuilder(k -> new QueryWrapper<User>())
* .entityFilter(e -> false)
* .build()
* .toLoadingCache();
* </li>
* </ul>
*
*
*/
public class MybatisPlusCacheHelper {
@Builder
@AllArgsConstructor
public static class KeyBuilder<T, K extends Serializable> {
@NonNull
private BaseMapper<T> baseMapper;
@NonNull
private Long maxSize;
@NonNull
private Duration expire;
@NonNull
SFunction<T, K> keyFunction;
public LoadingCache<K, Optional<T>> toLoadingCache() {
return CacheBuilder.newBuilder()
.expireAfterWrite(expire)
.maximumSize(maxSize)
.recordStats()
.build(new CacheLoader<K, Optional<T>>() {
@Override
public Optional<T> load(K key) throws Exception {
return Optional.ofNullable(baseMapper.selectOne(Wrappers.<T>lambdaQuery().eq(keyFunction, key)));
}
@Override
public Map<K, Optional<T>> loadAll(Iterable<? extends K> keys) throws Exception {
LambdaQueryWrapper<T> query = Wrappers.<T>lambdaQuery().in(keyFunction, ImmutableList.copyOf(keys));
Map<K, T> rows = baseMapper.selectList(query).stream().collect(Collectors.toMap(keyFunction, e -> e));
Map<K, Optional<T>> res = Maps.newHashMapWithExpectedSize(rows.size());
for (K key : keys) {
res.put(key, Optional.ofNullable(rows.get(key)));
}
return res;
}
});
}
}
@Builder
@AllArgsConstructor
public static class AllBuilder<T, K extends Serializable> {
@NonNull
private BaseMapper<T> baseMapper;
@NonNull
private Long maxSize;
@NonNull
private Duration expire;
/**
* 查询 QueryWrapper 构建器
*/
Function<K, Wrapper<T>> queryBuilder;
/**
* 实体过滤器
*/
Predicate<T> entityFilter;
public <R> LoadingCache<K, List<R>> toLoadingCache(@NonNull Function<T, R> entityConverter) {
return CacheBuilder.newBuilder()
.expireAfterWrite(expire)
.maximumSize(maxSize)
.recordStats()
.build(new CacheLoader<K, List<R>>() {
@Override
public List<R> load(K key) throws Exception {
Wrapper<T> query = null;
if (queryBuilder != null) {
query = queryBuilder.apply(key);
}
List<T> res = baseMapper.selectList(query);
if (entityFilter != null) {
res = res.stream().filter(entityFilter).collect(Collectors.toList());
}
return res.stream().map(e -> entityConverter.apply(e)).collect(Collectors.toList());
}
});
}
public LoadingCache<K, List<T>> toLoadingCache() {
return toLoadingCache(e->e);
}
}
}

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package cn.axzo.foundation.dao.support.data.mysql;
import cn.axzo.foundation.dao.support.data.page.IPageReq;
import cn.axzo.foundation.dao.support.data.wrapper.SimpleWrapperConverter;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.core.metadata.OrderItem;
import com.baomidou.mybatisplus.core.metadata.TableFieldInfo;
import com.baomidou.mybatisplus.core.metadata.TableInfo;
import com.baomidou.mybatisplus.core.metadata.TableInfoHelper;
import com.google.common.base.Strings;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import org.apache.commons.lang3.StringUtils;
import org.springframework.util.CollectionUtils;
import java.util.List;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
import java.util.stream.Collectors;
public class MybatisPlusConverterUtils {
private static Map<Class, SimpleWrapperConverter<QueryWrapper>> converters = new ConcurrentHashMap<>(32);
public static SimpleWrapperConverter<QueryWrapper> getWrapperConverter(Class entityClass) {
return converters.computeIfAbsent(entityClass, clazz ->
SimpleWrapperConverter.<QueryWrapper>builder()
.operatorProcessor(new MybatisPlusOperatorProcessor())
.fieldColumnMap(getFieldMapping(clazz))
.fieldTypeMap(getFieldTypeMapping(clazz))
.build());
}
/**
* 返回class中property 对应的 column
*
* @param clazz
* @return
*/
public static Map<String, String> getFieldMapping(Class clazz) {
// XXX: TableInfoHelper.getTableInfo(clazz).getFieldList返回的映射关系是不包含@TableId注解会导致根据id查询的列找不到
// 在获取property和column映射关系的时候需要聚合filedList和@TableId
TableInfo tableInfo = TableInfoHelper.getTableInfo(clazz);
Map<String, String> fieldMap = tableInfo.getFieldList().stream()
.collect(Collectors.toMap(TableFieldInfo::getProperty, TableFieldInfo::getColumn));
if (!Strings.isNullOrEmpty(tableInfo.getKeyProperty())) {
fieldMap.put(tableInfo.getKeyProperty(), tableInfo.getKeyColumn());
}
return fieldMap;
}
/**
* 返回class中property 对应的 propertyClass
*
* @param clazz
* @return
*/
public static Map<String, Class<?>> getFieldTypeMapping(Class clazz) {
TableInfo tableInfo = TableInfoHelper.getTableInfo(clazz);
Map<String, Class<?>> fieldTypeMap = tableInfo.getFieldList().stream()
.collect(Collectors.toMap(TableFieldInfo::getProperty, TableFieldInfo::getPropertyType));
if (!Strings.isNullOrEmpty(tableInfo.getKeyProperty())) {
fieldTypeMap.put(tableInfo.getKeyProperty(), tableInfo.getKeyType());
}
return fieldTypeMap;
}
/**
* id__ASC 格式转换为 orderItems, 用于排序
*
* @param sorts id__ASC, createTime__DESC
* @param entityClz
* @return orderItems[column, sort]
*/
public static List<OrderItem> convertOrderItems(List<String> sorts, Class entityClz) {
if (CollectionUtils.isEmpty(sorts)) {
return ImmutableList.of();
}
Map<String, String> fieldColumnMap = entityClz == null ? ImmutableMap.of() : MybatisPlusConverterUtils.getFieldMapping(entityClz);
List<OrderItem> orderItems = sorts.stream()
.map(e -> {
String property = StringUtils.substringBefore(e, IPageReq.SORT_DELIMITER);
// 尝试把实体类上的字段转换为数据库column
if (fieldColumnMap.containsKey(property)) {
property = fieldColumnMap.get(property);
}
String direction = StringUtils.substringAfter(e, IPageReq.SORT_DELIMITER);
if (direction != null && IPageReq.SORT_DESC.equals(direction)) {
return OrderItem.desc(property);
}
return OrderItem.asc(property);
})
.collect(Collectors.toList());
return orderItems;
}
}

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package cn.axzo.foundation.dao.support.data.mysql;
import cn.axzo.foundation.exception.Axssert;
import cn.axzo.foundation.result.ResultCode;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.conditions.Wrapper;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
import com.baomidou.mybatisplus.core.metadata.TableFieldInfo;
import com.baomidou.mybatisplus.core.metadata.TableInfoHelper;
import com.baomidou.mybatisplus.core.toolkit.support.SFunction;
import com.google.common.base.Preconditions;
import com.google.common.collect.ImmutableSet;
import com.google.common.collect.Lists;
import org.apache.commons.lang3.StringUtils;
import java.util.Arrays;
import java.util.List;
import java.util.Optional;
import java.util.Set;
import java.util.function.Consumer;
import java.util.function.Function;
import java.util.function.Supplier;
import java.util.stream.Collectors;
/**
* @author yuanyi
* Created on 2020/9/27.
*/
public class MybatisPlusHelper {
private static final Integer LIMIT = 1_000;
public static <T> List<T> drainAll(BaseMapper<T> baseMapper, QueryWrapper<T> queryWrapper,
SFunction<T, Long> idFunction) {
return drainAll(baseMapper, queryWrapper::lambda, idFunction, LIMIT);
}
public static <T> List<T> drainAll(BaseMapper<T> baseMapper, QueryWrapper<T> queryWrapper,
SFunction<T, Long> idFunction, int limit) {
return drainAll(baseMapper, queryWrapper::lambda, idFunction, limit);
}
public static <T> List<T> drainAll(BaseMapper<T> baseMapper, Supplier<LambdaQueryWrapper<T>> wrapperSupplier,
SFunction<T, Long> idFunction) {
return drainAll(baseMapper, wrapperSupplier, idFunction, LIMIT);
}
public static <T> List<T> drainAll(BaseMapper<T> baseMapper, Supplier<LambdaQueryWrapper<T>> wrapperSupplier,
SFunction<T, Long> idFunction, int limit) {
LambdaQueryWrapper<T> queryWrapper = wrapperSupplier.get();
Preconditions.checkArgument(!StringUtils.containsIgnoreCase(queryWrapper.getSqlSegment(), "order by"),
"queryWrapper不能含有order by");
LambdaQueryWrapper<T> nextQueryWrapper = wrapperSupplier.get();
Preconditions.checkArgument(queryWrapper != nextQueryWrapper,
"wrapperSupplier需要返回不同的LambdaQueryWrapper实例");
Function<Long, Wrapper<T>> wrapperFunc = startId -> wrapperSupplier.get()
.gt(idFunction, startId)
.orderByAsc(idFunction)
.last(" limit " + limit);
return drainAll(baseMapper, wrapperFunc, idFunction::apply, limit);
}
private static <T> List<T> drainAll(BaseMapper<T> baseMapper, Function<Long, Wrapper<T>> wrapperFunc,
Function<T, Long> startIdFunc, int limit) {
List<T> totalData = Lists.newArrayList();
Long startId = 0L;
while (true) {
List<T> records = baseMapper.selectList(wrapperFunc.apply(startId));
totalData.addAll(records);
if (records.size() < limit) {
break;
}
T lastOne = records.get(records.size() - 1);
startId = startIdFunc.apply(lastOne);
}
return totalData;
}
public static <T> int pageRunAll(BaseMapper<T> baseMapper, QueryWrapper<T> queryWrapper,
SFunction<T, Long> idFunction, Consumer<List<T>> consumer) {
return pageRunAll(baseMapper, queryWrapper::lambda, idFunction, LIMIT, consumer);
}
public static <T> int pageRunAll(BaseMapper<T> baseMapper, QueryWrapper<T> queryWrapper,
SFunction<T, Long> idFunction, int limit, Consumer<List<T>> consumer) {
return pageRunAll(baseMapper, queryWrapper::lambda, idFunction, limit, consumer);
}
public static <T> int pageRunAll(BaseMapper<T> baseMapper, Supplier<LambdaQueryWrapper<T>> wrapperSupplier,
SFunction<T, Long> idFunction, Consumer<List<T>> consumer) {
return pageRunAll(baseMapper, wrapperSupplier, idFunction, LIMIT, consumer);
}
/**
* 提供分页处理能力
*
* @param consumer 对每一次page查询进行批处理的consumer
* @return 总共处理数量
*/
public static <T> int pageRunAll(BaseMapper<T> baseMapper, Supplier<LambdaQueryWrapper<T>> wrapperSupplier,
SFunction<T, Long> idFunction, int limit, Consumer<List<T>> consumer) {
LambdaQueryWrapper<T> queryWrapper = wrapperSupplier.get();
Preconditions.checkArgument(!StringUtils.containsIgnoreCase(queryWrapper.getSqlSegment(), "order by"),
"queryWrapper不能含有order by");
LambdaQueryWrapper<T> nextQueryWrapper = wrapperSupplier.get();
Preconditions.checkArgument(queryWrapper != nextQueryWrapper,
"wrapperSupplier需要返回不同的LambdaQueryWrapper实例");
Function<Long, Wrapper<T>> wrapperFunc = startId -> wrapperSupplier.get()
.gt(idFunction, startId)
.orderByAsc(idFunction)
.last(" limit " + limit);
return pageRunAll(baseMapper, wrapperFunc, idFunction::apply, limit, consumer);
}
/**
* 判断 entity 属性是否为null. ignoreFields指定不检查字段, 如id. modifier等
*/
public static boolean nonNullContent(Object entity, String... ignoreFields) {
Axssert.checkNonNull(entity, ResultCode.INVALID_PARAMS, "entity不能为Null");
Set<String> allFields = TableInfoHelper.getTableInfo(entity.getClass()).getFieldList().stream()
.map(TableFieldInfo::getProperty).collect(Collectors.toSet());
Axssert.check(!allFields.isEmpty(), ResultCode.INVALID_PARAMS, "非Mybatis对象");
Set<String> ignoreCheckFields = Optional.ofNullable(ignoreFields)
.map(e -> Arrays.stream(e).collect(Collectors.toSet())).orElse(ImmutableSet.of());
boolean changed = ((JSONObject) JSON.toJSON(entity)).entrySet().stream()
.filter(e -> allFields.contains(e.getKey()) && !ignoreCheckFields.contains(e.getKey()))
.anyMatch(e -> e.getValue() != null);
return changed;
}
private static <T> int pageRunAll(BaseMapper<T> baseMapper, Function<Long, Wrapper<T>> wrapperFunc,
Function<T, Long> startIdFunc, int limit, Consumer<List<T>> consumer) {
Long startId = 0L;
int total = 0;
while (true) {
List<T> records = baseMapper.selectList(wrapperFunc.apply(startId));
if (records.isEmpty()) {
return total;
}
consumer.accept(records);
total = total + records.size();
if (records.size() < limit) {
break;
}
T lastOne = records.get(records.size() - 1);
startId = startIdFunc.apply(lastOne);
}
return total;
}
}

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package cn.axzo.foundation.dao.support.data.mysql;
import cn.axzo.foundation.dao.support.data.wrapper.CriteriaWrapper;
import cn.axzo.foundation.dao.support.data.wrapper.Operator;
import cn.axzo.foundation.dao.support.data.wrapper.OperatorProcessor;
import cn.axzo.foundation.dao.support.data.wrapper.TriConsumer;
import cn.axzo.foundation.exception.Axssert;
import cn.axzo.foundation.exception.BusinessException;
import cn.axzo.foundation.result.ResultCode;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import com.google.common.base.Strings;
import com.google.common.collect.ImmutableListMultimap;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;
import org.apache.commons.lang3.BooleanUtils;
import org.apache.commons.lang3.StringUtils;
import org.springframework.data.domain.Sort;
import org.springframework.util.CollectionUtils;
import java.util.Collection;
import java.util.List;
import java.util.regex.Pattern;
public class MybatisPlusOperatorProcessor<T> implements OperatorProcessor<QueryWrapper<T>> {
private final static Pattern COLUMN_PATTERN = Pattern.compile("^\\w+$");
@Override
public QueryWrapper<T> assembleAllQueryWrapper(ImmutableListMultimap<String, CriteriaWrapper.QueryField> queryColumnMap, boolean andOperator) {
QueryWrapper<T> queryWrapper = Wrappers.query();
queryColumnMap.asMap().forEach((column, queryFields) -> {
// 获取processor拼装wrapper
if (andOperator) {
queryFields.forEach(queryField -> get(queryField.getOperator())
.accept(queryWrapper, queryField.getColumnWithPrefix(column), queryField.getValue()));
} else {
queryFields.forEach(queryField -> {
get(queryField.getOperator())
.accept(queryWrapper, queryField.getColumnWithPrefix(column), queryField.getValue());
queryWrapper.or();
});
}
});
return queryWrapper;
}
public TriConsumer<QueryWrapper<T>, String, Object> get(Operator operator) {
switch (operator) {
case LIKE:
return QueryWrapper::like;
case EQ:
return QueryWrapper::eq;
case LT:
return QueryWrapper::lt;
case LE:
return QueryWrapper::le;
case GT:
return QueryWrapper::gt;
case GE:
return QueryWrapper::ge;
case NE:
return QueryWrapper::ne;
case SW:
return QueryWrapper::likeRight;
case EW:
return QueryWrapper::likeLeft;
case IN:
return this::in;
case IS_NULL:
return this::isNull;
case IS_NOT_NULL:
return this::isNotNull;
case BETWEEN:
return this::between;
case ORDER:
return this::order;
case OR:
return this::or;
case JSON:
return this::json;
case JSON_OR:
return this::jsonOr;
case JSON_QUERY:
return this::jsonQuery;
case NOT_IN:
return this::notIn;
case SELECT:
return this::select;
case FS:
case CONTAIN_ALL:
case NOT:
throw new UnsupportedOperationException("暂不支持的操作符");
default:
throw new BusinessException(ResultCode.INVALID_PARAMS);
}
}
private void jsonQuery(QueryWrapper<T> tQueryWrapper, String column, Object value) {
List<JSONQuery> valueList = (List) value;
if (CollectionUtils.isEmpty(valueList)) {
return;
}
valueList.forEach(v -> v.assembleQueryWrapper(tQueryWrapper, this, column));
}
private void or(QueryWrapper<T> queryWrapper, String column, Object value) {
List<CriteriaWrapper.QueryField> criterials = (List<CriteriaWrapper.QueryField>) value;
queryWrapper.and(e -> {
for (CriteriaWrapper.QueryField q : criterials) {
get(q.getOperator()).accept(e, q.getFieldWithPrefix(), q.getValue());
e.or();
}
});
}
private void json(QueryWrapper<T> queryWrapper, String column, Object value) {
List<CriteriaWrapper.QueryField> criterials = (List<CriteriaWrapper.QueryField>) value;
queryWrapper.and(e -> {
for (CriteriaWrapper.QueryField q : criterials) {
get(q.getOperator()).accept(e, q.getFieldWithPrefix(), q.getValue());
}
});
}
private void jsonOr(QueryWrapper<T> queryWrapper, String column, Object value) {
List<CriteriaWrapper.QueryField> criterials = (List<CriteriaWrapper.QueryField>) value;
queryWrapper.and(e -> {
for (CriteriaWrapper.QueryField q : criterials) {
get(q.getOperator()).accept(e, q.getFieldWithPrefix(), q.getValue());
e.or();
}
});
}
private void isNull(QueryWrapper<T> queryWrapper, String column, Object value) {
queryWrapper.isNull(column);
}
private void isNotNull(QueryWrapper<T> queryWrapper, String column, Object value) {
queryWrapper.isNotNull(column);
}
private void between(QueryWrapper queryWrapper, String column, Object value) {
List valueList = (List) value;
queryWrapper.between(column, valueList.get(0), valueList.get(1));
}
private void in(QueryWrapper<T> queryWrapper, String column, Object v) {
Collection values = (Collection) v;
boolean isJson = CriteriaWrapper.QueryField.isJsonQueryField(column);
if (isJson) {
queryWrapper.and(w -> values.forEach(value -> w.or().apply(column + "={0}", value)));
} else {
queryWrapper.in(column, values);
}
}
private void notIn(QueryWrapper<T> queryWrapper, String column, Object v) {
Collection values = (Collection) v;
boolean isJson = CriteriaWrapper.QueryField.isJsonQueryField(column);
if (isJson) {
queryWrapper.and(w -> values.forEach(value -> w.apply(column + "!={0}", value)));
} else {
queryWrapper.notIn(column, values);
}
}
private void order(QueryWrapper<T> queryWrapper, String column, Object value) {
// 如果value不能转成Direction会抛异常
if (Sort.Direction.fromString(String.valueOf(value)).isDescending()) {
queryWrapper.orderByDesc(column);
return;
}
queryWrapper.orderByAsc(column);
}
/**
* 支持通过查询指定column, value传入map. 指定 distinct, sum等删除
* eg: "id__SELECT": {"distinct": true, "function": "sum"}
* 其他 select 只支持一个属性. 如果查询条件有多个. 只会保留最后一个
*/
private void select(QueryWrapper<T> queryWrapper, String column, Object v) {
JSONObject conditions = JSONObject.parseObject(JSON.toJSONString(v));
Boolean isDistinct = BooleanUtils.isTrue(conditions.getBoolean("distinct"));
String selectColumn = String.format("%s%s", isDistinct ? "distinct " : StringUtils.EMPTY, column);
String function = conditions.getString("function");
if (!Strings.isNullOrEmpty(function)) {
selectColumn = String.format("%s(%s)", function, selectColumn);
}
//优先使用别名alias, 再使用as 以及当前的colum作为返回. 不推荐使用as
String asColumn = StringUtils.firstNonBlank(conditions.getString("alias"),
conditions.getString("as"),
column);
//校验只能是字母,数字,下划线. 避免sql注入
boolean isValidColumn = COLUMN_PATTERN.matcher(asColumn).matches();
Axssert.check(isValidColumn, ResultCode.INVALID_PARAMS, "别名{}不正确", asColumn);
queryWrapper.select(String.format("%s as `%s`", selectColumn, asColumn));
}
@Data
@Builder
@NoArgsConstructor
@AllArgsConstructor
public static class JSONQuery {
private String jsonPath;
private Object data;
@Builder.Default
private Operator operator = Operator.EQ;
public <T> void assembleQueryWrapper(QueryWrapper<T> queryWrapper, MybatisPlusOperatorProcessor<T> processor, String column) {
// 特殊处理Boolean的EQ & NE查询
// 调试发现json查询中对Boolean类型的参数在放到参数列表的时候没有问题但查询结果不对通过进一步调试发现true/false在最终的查询语句中体现出来是 数字1/0
// 问题的原因在于jdbc驱动程序(mysql-connector-java)在PreparedStatement中设置参数的时候 setBoolean会将 boolean 写为true=1或者false=0有参数可配置此为默认行为
// 参考com.mysql.jdbc.PreparedStatement#setBoolean/com/mysql/jdbc/PreparedStatement.java:2931
if ((operator == Operator.EQ || operator == Operator.NE) && data instanceof Boolean) {
String op = operator == Operator.EQ ? " = " : " <> ";
queryWrapper.apply(MysqlJsonHelper.buildJsonField(column, jsonPath) + op + data);
return;
}
if (operator != Operator.OR) {
// json in. 5.7 mysql 不支持in操作但是本类的 in() notIn() 方法已经对此做了处理可以直接使用
processor.get(operator)
.accept(queryWrapper, MysqlJsonHelper.buildJsonField(column, jsonPath), data);
return;
}
// OR 特殊处理
List<JSONQuery> jsonQueries;
try {
jsonQueries = (List<JSONQuery>) JSONObject.parseArray(JSONObject.toJSONString(data)).toJavaList(JSONQuery.class);
Axssert.checkNotEmpty(jsonQueries, "jsonQuery参数格式错误");
} catch (Exception e) {
throw ResultCode.INVALID_PARAMS.toException("jsonQuery参数格式错误");
}
queryWrapper.and(wrapper -> jsonQueries.forEach(jsonQuery ->
wrapper.or(queryWrapper1 -> jsonQuery.assembleQueryWrapper(queryWrapper1, processor, column))));
}
}
}

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package cn.axzo.foundation.dao.support.data.mysql;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.google.common.base.Joiner;
import com.google.common.base.Preconditions;
import com.google.common.base.Splitter;
import com.google.common.collect.Lists;
import lombok.NonNull;
import lombok.experimental.UtilityClass;
import org.apache.commons.lang3.StringUtils;
import java.util.Collection;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
/**
* 一个 mysql json 操作 helper方便构建 json 操作sql
*/
@UtilityClass
public class MysqlJsonHelper {
/**
* 构建 json 更新sql支持嵌套内容的更新
* mysql json_set 需要嵌套的路径中对象存在否则更新失败
* https://stackoverflow.com/questions/40896920/mysql-json-set-cant-insert-into-column-with-null-value5-7
* <p>
* String sql = MysqlJsonHelper.buildJsonSetSql("ext",
* ImmutableMap.of("test2.test4.test5", "100", "test2.test3", "55", "test2.test4.test6", "999"));
* 产生结果
* ext = COALESCE(ext, JSON_OBJECT()),
* ext = JSON_SET(ext, '$.test2', IFNULL(ext->'$.test2',JSON_OBJECT())),
* ext = JSON_SET(ext, '$.test2.test4', IFNULL(ext->'$.test2.test4',JSON_OBJECT())),
* ext = JSON_SET(ext, '$.test2.test4.test5', '100'),
* ext = JSON_SET(ext, '$.test2.test3', '55'),
* ext = JSON_SET(ext, '$.test2.test4.test6', '999')
*
* @return json_set sql 语句
*/
public String buildJsonSetSql(@NonNull String colName, @NonNull Map<String, Object> values) {
Preconditions.checkArgument(!values.isEmpty());
return values.entrySet().stream().flatMap(e -> {
List<String> nodes = Splitter.on(".").splitToList(e.getKey());
List<String> sqls = Lists.newArrayList();
String jsonPath = "$";
// json_set 不支持上级节点是null这里需要产生 sql 来初始化上级节点
sqls.add(String.format("%s = COALESCE(%s, JSON_OBJECT())", colName, colName));
for (int i = 0; i < nodes.size() - 1; i++) {
jsonPath = Joiner.on(".").join(jsonPath, nodes.get(i));
String sql = String.format("%s = JSON_SET(%s, '%s', IFNULL(%s,JSON_OBJECT()))", colName, colName, jsonPath, buildJsonField(colName, jsonPath));
sqls.add(sql);
}
String sqlValue = String.format("%s = JSON_SET(%s, '%s', %s)", colName, colName, "$." + e.getKey(),
(e.getValue() instanceof String) ? "'" + e.getValue() + "'" : e.getValue());
sqls.add(sqlValue);
return sqls.stream();
}).distinct().collect(Collectors.joining(",\n"));
}
public String buildJsonField(@NonNull String colName, @NonNull String path) {
Preconditions.checkArgument(StringUtils.isNotBlank(colName));
Preconditions.checkArgument(StringUtils.isNotBlank(path));
return String.format("%s->'%s'", colName, (path.startsWith("$") ? path : "$." + path));
}
/**
* mysql 暂不支持JSON IN 查询
* 这里把 in 转换成 or 查询
* //https://dev.mysql.com/doc/refman/5.7/en/json.html#json-comparison
*/
public <T> QueryWrapper<T> buildJsonIn(@NonNull QueryWrapper<T> wrapper, @NonNull String colName, @NonNull String path, @NonNull Collection values) {
Preconditions.checkArgument(StringUtils.isNotBlank(colName));
Preconditions.checkArgument(StringUtils.isNotBlank(path));
wrapper.and(w -> values.forEach(value -> {
w.or().apply(buildJsonField(colName, path) + "={0}", value);
}));
return wrapper;
}
/**
* mysql 暂不支持JSON ARRAY IN 查询
* 这里把 in 转换成 or 查询
* //https://dev.mysql.com/doc/refman/5.7/en/json.html#json-comparison
*/
public <T> QueryWrapper<T> buildJsonContains(@NonNull QueryWrapper<T> wrapper, @NonNull String colName, @NonNull String path, @NonNull Collection values) {
Preconditions.checkArgument(StringUtils.isNotBlank(colName));
Preconditions.checkArgument(StringUtils.isNotBlank(path));
String normalizedPath = (path.startsWith("$") ? path : "$." + path);
wrapper.and(w -> values.forEach(value -> {
String sql = String.format("JSON_CONTAINS(%s, '%s', '%s')", colName,
// XXX Long类型可能会被序列化为带引号的字符串(为了兼容前端)因此Long类型不使用json来序列化
(value instanceof Long) ? value : JSONObject.toJSONString(value), normalizedPath);
w.or().apply(sql);
}));
return wrapper;
}
}

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package cn.axzo.foundation.dao.support.data.mysql;
import cn.axzo.foundation.dao.support.data.wrapper.CriteriaWrapper;
import cn.axzo.foundation.dao.support.data.wrapper.SimpleWrapperConverter;
import cn.axzo.foundation.exception.Axssert;
import cn.axzo.foundation.result.ResultCode;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.google.common.collect.Lists;
import org.springframework.util.CollectionUtils;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
import java.util.function.Function;
public class QueryWrapperHelper {
public static <T> QueryWrapper<T> fromBean(Object bean, Class<T> clazz) {
SimpleWrapperConverter<QueryWrapper> converter = MybatisPlusConverterUtils.getWrapperConverter(clazz);
return converter.toWrapper(CriteriaWrapper.fromBean(bean));
}
public static <T> QueryWrapper<T> fromMap(Map<String, Object> map, Class<T> clazz) {
SimpleWrapperConverter<QueryWrapper> converter = MybatisPlusConverterUtils.getWrapperConverter(clazz);
return converter.toWrapper(CriteriaWrapper.builder().queryField(map).build());
}
public static <T> QueryWrapper<T> from(Object bean, Map<String, Object> map, Class<T> clazz) {
SimpleWrapperConverter<QueryWrapper> converter = MybatisPlusConverterUtils.getWrapperConverter(clazz);
Axssert.check(bean != null || !CollectionUtils.isEmpty(map), ResultCode.INVALID_PARAMS, "查询条件bean/map不能都为空");
List<CriteriaWrapper> wrappers = Lists.newArrayList();
if (bean != null) {
wrappers.add(CriteriaWrapper.fromBean(bean));
}
if (!CollectionUtils.isEmpty(map)) {
wrappers.add(CriteriaWrapper.builder().queryField(map).build());
}
return converter.toWrapper(wrappers);
}
public static <T> QueryWrapper<T> fromBean(Object bean, Class<T> clazz,
Function<CriteriaWrapper.QueryField, List<CriteriaWrapper.QueryField>> fieldConverter) {
SimpleWrapperConverter<QueryWrapper> converter = MybatisPlusConverterUtils.getWrapperConverter(clazz);
return converter.toWrapper(CriteriaWrapper.fromBean(bean, true, fieldConverter));
}
public static <T> QueryWrapper<T> fromBean(Object bean, Class<T> clazz, Class... others) {
SimpleWrapperConverter<QueryWrapper> converter = MybatisPlusConverterUtils.getWrapperConverter(clazz);
return converter.toWrapper(CriteriaWrapper.fromBean(bean), Arrays.stream(others)
.map(MybatisPlusConverterUtils::getWrapperConverter).toArray(SimpleWrapperConverter[]::new));
}
public static <T> QueryWrapper<T> fromMap(Map<String, Object> map, Class<T> clazz, Class... others) {
SimpleWrapperConverter<QueryWrapper> converter = MybatisPlusConverterUtils.getWrapperConverter(clazz);
return converter.toWrapper(CriteriaWrapper.builder().queryField(map).build(), Arrays.stream(others)
.map(MybatisPlusConverterUtils::getWrapperConverter).toArray(SimpleWrapperConverter[]::new));
}
public static <T> QueryWrapper<T> fromBean(Object bean, Class<T> clazz,
Function<CriteriaWrapper.QueryField,
List<CriteriaWrapper.QueryField>> fieldConverter,
Class... others) {
SimpleWrapperConverter<QueryWrapper> converter = MybatisPlusConverterUtils.getWrapperConverter(clazz);
return converter.toWrapper(CriteriaWrapper.fromBean(bean, true, fieldConverter), Arrays.stream(others)
.map(MybatisPlusConverterUtils::getWrapperConverter).toArray(SimpleWrapperConverter[]::new));
}
}

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package cn.axzo.foundation.dao.support.data.mysql.plugins;
import com.baomidou.mybatisplus.core.toolkit.PluginUtils;
import com.google.common.base.Strings;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Getter;
import lombok.extern.slf4j.Slf4j;
import org.apache.ibatis.executor.statement.StatementHandler;
import org.apache.ibatis.mapping.BoundSql;
import org.apache.ibatis.mapping.MappedStatement;
import org.apache.ibatis.mapping.SqlCommandType;
import org.apache.ibatis.plugin.*;
import org.apache.ibatis.reflection.MetaObject;
import org.apache.ibatis.reflection.SystemMetaObject;
import org.apache.ibatis.session.ResultHandler;
import org.apache.ibatis.session.RowBounds;
import java.sql.Connection;
import java.sql.Statement;
import java.util.List;
import java.util.Objects;
import java.util.function.Consumer;
import java.util.regex.Pattern;
@Intercepts({@Signature(type = StatementHandler.class, method = "prepare", args = {Connection.class, Integer.class}),
@Signature(type = StatementHandler.class, method = "query", args = {Statement.class, ResultHandler.class})})
@Slf4j
@Getter
public class LimitInterceptor implements Interceptor {
private Consumer<LimitContext> overflowConsumer;
private final static Pattern pattern = Pattern.compile(".+\\s+limit\\s+.+", Pattern.CASE_INSENSITIVE | Pattern.DOTALL);
//找一个距离1024最近的质数
final static int DEFAULT_QUERY_LIMIT_SIZE = 1021;
@Builder
public LimitInterceptor(Consumer<LimitContext> overflowConsumer) {
this.overflowConsumer = overflowConsumer;
}
@Override
public Object intercept(Invocation invocation) throws Throwable {
StatementHandler statementHandler = PluginUtils.realTarget(invocation.getTarget());
MetaObject metaObject = SystemMetaObject.forObject(statementHandler);
MappedStatement mappedStatement = (MappedStatement) metaObject.getValue("delegate.mappedStatement");
// 非查询不处理
if (!SqlCommandType.SELECT.equals(mappedStatement.getSqlCommandType())) {
return invocation.proceed();
}
// sql语句中有limit的不处理
if (containsLimitSegment(metaObject)) {
return invocation.proceed();
}
//如果拦截query方法, 则检查查询结果是否击穿数据库
//如果拦截prepare方法, 则检查是否需要增加limit
if ("query".equals(invocation.getMethod().getName())) {
return doAlertIntercept(invocation, metaObject);
} else if ("prepare".equals(invocation.getMethod().getName())) {
return doLimitIntercept(invocation, metaObject);
} else {
return invocation.proceed();
}
}
private Object doLimitIntercept(Invocation invocation, MetaObject metaObject) throws Throwable {
RowBounds rowBounds = (RowBounds) metaObject.getValue("delegate.rowBounds");
// 有RowBounds且非默认RowBounds不处理
if (Objects.nonNull(rowBounds) && rowBounds != RowBounds.DEFAULT) {
return invocation.proceed();
}
metaObject.setValue("delegate.rowBounds", new RowBounds(0, DEFAULT_QUERY_LIMIT_SIZE));
metaObject.setValue("delegate.resultSetHandler.rowBounds", new RowBounds(0, DEFAULT_QUERY_LIMIT_SIZE));
return invocation.proceed();
}
private Object doAlertIntercept(Invocation invocation, MetaObject metaObject) throws Throwable {
Object result = invocation.proceed();
if (result instanceof List) {
int size = ((List) result).size();
if (size == DEFAULT_QUERY_LIMIT_SIZE && Objects.nonNull(overflowConsumer)) {
BoundSql boundSql = (BoundSql) metaObject.getValue("boundSql");
overflowConsumer.accept(LimitContext.builder()
.limitSize(DEFAULT_QUERY_LIMIT_SIZE)
.sql(boundSql.getSql())
.build());
}
}
return result;
}
private boolean containsLimitSegment(MetaObject metaObject) {
BoundSql boundSql = (BoundSql) metaObject.getValue("boundSql");
if (boundSql == null || Strings.isNullOrEmpty(boundSql.getSql())) {
return false;
}
return pattern.matcher(boundSql.getSql()).matches();
}
@Override
public Object plugin(Object target) {
return target instanceof StatementHandler ? Plugin.wrap(target, this) : target;
}
@Getter
@Builder
@AllArgsConstructor
public static class LimitContext {
String sql;
Integer limitSize;
}
}

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package cn.axzo.foundation.dao.support.data.mysql.plugins;
import com.alibaba.fastjson.annotation.JSONField;
import com.baomidou.mybatisplus.core.toolkit.PluginUtils;
import com.google.common.base.Stopwatch;
import com.mysql.cj.xdevapi.PreparableStatement;
import com.zaxxer.hikari.pool.HikariProxyPreparedStatement;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Getter;
import lombok.extern.slf4j.Slf4j;
import org.apache.ibatis.executor.statement.StatementHandler;
import org.apache.ibatis.mapping.BoundSql;
import org.apache.ibatis.plugin.*;
import org.apache.ibatis.reflection.MetaObject;
import org.apache.ibatis.reflection.SystemMetaObject;
import org.apache.ibatis.session.ResultHandler;
import java.lang.reflect.Proxy;
import java.sql.SQLException;
import java.sql.Statement;
import java.util.Optional;
import java.util.concurrent.TimeUnit;
import java.util.function.Consumer;
import java.util.function.Supplier;
/**
* 满查询告警的拦截器. 如果sql执行时间超过限制. 则调用Consumer触发告警或日志
*/
@Intercepts({
@Signature(type = StatementHandler.class, method = "query", args = {Statement.class, ResultHandler.class}),
@Signature(type = StatementHandler.class, method = "update", args = {Statement.class}),
@Signature(type = StatementHandler.class, method = "batch", args = {Statement.class})
})
@Slf4j
@Getter
public class SlowQueryInterceptor implements Interceptor {
private static final long DEFAULT_ALERT_THRESHOLD_MILLS = TimeUnit.SECONDS.toMillis(10);
private Supplier<Long> alertThresholdSupplier;
private Consumer<SlowQueryContext> slowQueryConsumer;
@Builder
public SlowQueryInterceptor(Supplier<Long> alertThresholdSupplier, Consumer<SlowQueryContext> slowQueryConsumer) {
this.slowQueryConsumer = slowQueryConsumer;
this.alertThresholdSupplier = Optional.ofNullable(alertThresholdSupplier)
.orElse(() -> DEFAULT_ALERT_THRESHOLD_MILLS);
}
@Override
public Object intercept(Invocation invocation) throws Throwable {
Stopwatch stopwatch = Stopwatch.createStarted();
Object proceed = invocation.proceed();
long timeCost = stopwatch.stop().elapsed(TimeUnit.MILLISECONDS);
try {
Long threshold = alertThresholdSupplier.get();
if (slowQueryConsumer != null && timeCost > threshold) {
String sql = getSql(invocation);
SlowQueryContext context = SlowQueryContext.builder()
.sql(sql)
.threshold(threshold)
.timeCost(timeCost)
.build();
log.warn("sql slow query, timeCost = {}, sql = {}", context.getTimeCost(), context.getSql());
slowQueryConsumer.accept(context);
}
} catch (Exception exception) {
log.warn("push slow query alert error, timeCost = {}", timeCost, exception);
//ignore
}
return proceed;
}
private String getSql(Invocation invocation) throws SQLException {
Statement statement;
Object firstArg = invocation.getArgs()[0];
if (Proxy.isProxyClass(firstArg.getClass())) {
statement = (Statement) SystemMetaObject.forObject(firstArg).getValue("h.statement");
} else {
statement = (Statement) firstArg;
}
//优先输出带参数的sql
if (HikariProxyPreparedStatement.class.isAssignableFrom(statement.getClass())) {
HikariProxyPreparedStatement preparedStatement = (HikariProxyPreparedStatement) statement;
return preparedStatement.toString();
}
//如果不是HikariProxyPreparedStatement的. 直接输出boundSql
StatementHandler statementHandler = PluginUtils.realTarget(invocation.getTarget());
MetaObject metaObject = SystemMetaObject.forObject(statementHandler);
BoundSql boundSql = (BoundSql) metaObject.getValue("boundSql");
return boundSql.getSql();
}
@Override
public Object plugin(Object target) {
return target instanceof StatementHandler ? Plugin.wrap(target, this) : target;
}
@Getter
@Builder
@AllArgsConstructor
public static class SlowQueryContext {
@JSONField(ordinal = 20)
String sql;
@JSONField(ordinal = 10)
Long timeCost;
@JSONField(ordinal = 11)
Long threshold;
}
}

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package cn.axzo.foundation.dao.support.data.mysql.type;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.serializer.SerializerFeature;
import org.apache.ibatis.type.BaseTypeHandler;
import org.apache.ibatis.type.JdbcType;
import org.apache.ibatis.type.MappedJdbcTypes;
import org.apache.ibatis.type.MappedTypes;
import java.lang.reflect.ParameterizedType;
import java.lang.reflect.Type;
import java.sql.CallableStatement;
import java.sql.PreparedStatement;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.util.List;
@MappedTypes({List.class})
@MappedJdbcTypes(JdbcType.VARCHAR)
public abstract class BaseListTypeHandler<T> extends BaseTypeHandler<List<T>> {
private Class<T> type = getGenericType();
@Override
public void setNonNullParameter(PreparedStatement preparedStatement, int i,
List<T> list, JdbcType jdbcType) throws SQLException {
preparedStatement.setString(i, JSONArray.toJSONString(list, SerializerFeature.WriteMapNullValue,
SerializerFeature.WriteNullListAsEmpty, SerializerFeature.WriteNullStringAsEmpty));
}
@Override
public List<T> getNullableResult(ResultSet resultSet, String s) throws SQLException {
return JSONArray.parseArray(resultSet.getString(s), type);
}
@Override
public List<T> getNullableResult(ResultSet resultSet, int i) throws SQLException {
return JSONArray.parseArray(resultSet.getString(i), type);
}
@Override
public List<T> getNullableResult(CallableStatement callableStatement, int i) throws SQLException {
return JSONArray.parseArray(callableStatement.getString(i), type);
}
private Class<T> getGenericType() {
Type t = getClass().getGenericSuperclass();
Type[] params = ((ParameterizedType) t).getActualTypeArguments();
return (Class<T>) params[0];
}
}

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package cn.axzo.foundation.dao.support.data.mysql.type;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.serializer.SerializerFeature;
import com.google.common.base.Strings;
import com.google.common.collect.ImmutableSet;
import com.google.common.collect.Sets;
import org.apache.ibatis.type.BaseTypeHandler;
import org.apache.ibatis.type.JdbcType;
import org.apache.ibatis.type.MappedJdbcTypes;
import org.apache.ibatis.type.MappedTypes;
import java.lang.reflect.ParameterizedType;
import java.lang.reflect.Type;
import java.sql.CallableStatement;
import java.sql.PreparedStatement;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.util.Set;
@MappedTypes({Set.class})
@MappedJdbcTypes(JdbcType.VARCHAR)
public abstract class BaseSetTypeHandler<T> extends BaseTypeHandler<Set<T>> {
private Class<T> type = getGenericType();
@Override
public void setNonNullParameter(PreparedStatement preparedStatement, int i,
Set<T> set, JdbcType jdbcType) throws SQLException {
preparedStatement.setString(i, JSONArray.toJSONString(Sets.newLinkedHashSet(set), SerializerFeature.WriteMapNullValue,
SerializerFeature.WriteNullListAsEmpty, SerializerFeature.WriteNullStringAsEmpty));
}
@Override
public Set<T> getNullableResult(ResultSet resultSet, String s) throws SQLException {
return toLinkedHashSet(resultSet.getString(s));
}
@Override
public Set<T> getNullableResult(ResultSet resultSet, int i) throws SQLException {
return toLinkedHashSet(resultSet.getString(i));
}
@Override
public Set<T> getNullableResult(CallableStatement callableStatement, int i) throws SQLException {
return toLinkedHashSet(callableStatement.getString(i));
}
private Class<T> getGenericType() {
Type t = getClass().getGenericSuperclass();
Type[] params = ((ParameterizedType) t).getActualTypeArguments();
return (Class<T>) params[0];
}
private Set<T> toLinkedHashSet(String dbValue) {
if (Strings.isNullOrEmpty(dbValue)) {
return ImmutableSet.of();
}
return Sets.newLinkedHashSet(JSONArray.parseArray(dbValue, type));
}
}

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package cn.axzo.foundation.dao.support.data.mysql.type;
import com.google.common.base.Joiner;
import com.google.common.base.Splitter;
import com.google.common.base.Strings;
import com.google.common.collect.ImmutableSet;
import com.google.common.collect.Sets;
import org.apache.commons.lang3.StringUtils;
import org.apache.ibatis.type.BaseTypeHandler;
import org.apache.ibatis.type.JdbcType;
import org.apache.ibatis.type.MappedJdbcTypes;
import java.sql.CallableStatement;
import java.sql.PreparedStatement;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.util.Collections;
import java.util.LinkedHashSet;
import java.util.Optional;
import java.util.Set;
import java.util.stream.Collectors;
/**
* 1. 用于将数据库中的, 逗号分割的String, 转换为LinkedHashSet.
* 2. 存储时将LinkedHashSet直接存String, 多个使用逗号分割
*/
@MappedJdbcTypes({JdbcType.VARCHAR})
public class LinkedHashSetTypeHandler extends BaseTypeHandler<LinkedHashSet<String>> {
private static final String DELIMITER = ",";
@Override
public void setNonNullParameter(PreparedStatement ps, int i, LinkedHashSet<String> parameter, JdbcType jdbcType) throws SQLException {
String value = Joiner.on(DELIMITER).join(Optional.ofNullable(parameter).orElseGet(Sets::newLinkedHashSet));
ps.setString(i, value);
}
@Override
public LinkedHashSet<String> getNullableResult(ResultSet rs, String columnName) throws SQLException {
return getSet(rs.getString(columnName));
}
@Override
public LinkedHashSet<String> getNullableResult(ResultSet rs, int columnIndex) throws SQLException {
return getSet(rs.getString(columnIndex));
}
@Override
public LinkedHashSet<String> getNullableResult(CallableStatement cs, int columnIndex) throws SQLException {
return getSet(cs.getString(columnIndex));
}
private LinkedHashSet<String> getSet(String dbValue) {
return Sets.newLinkedHashSet(Splitter.on(DELIMITER)
.omitEmptyStrings()
.trimResults()
.splitToList(Strings.nullToEmpty(dbValue)));
}
}

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package cn.axzo.foundation.dao.support.data.mysql.type;
import com.google.common.base.Splitter;
import com.google.common.collect.Sets;
import org.apache.commons.lang3.StringUtils;
import org.apache.ibatis.type.BaseTypeHandler;
import org.apache.ibatis.type.JdbcType;
import org.apache.ibatis.type.MappedJdbcTypes;
import java.sql.CallableStatement;
import java.sql.PreparedStatement;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.util.Collections;
import java.util.Optional;
import java.util.Set;
import java.util.stream.Collectors;
/**
* 1. 用于将数据库中的, 逗号分割的String, 转换为Set.
* 2. 存储时将Set直接存String, 多个使用逗号分割
*/
@MappedJdbcTypes({JdbcType.VARCHAR})
public class SetTypeHandler extends BaseTypeHandler<Set<String>> {
private static final String DELIMITER = ",";
@Override
public void setNonNullParameter(PreparedStatement ps, int i, Set<String> parameter, JdbcType jdbcType) throws SQLException {
String value = Sets.newLinkedHashSet(Optional.ofNullable(parameter).orElse(Collections.emptySet()))
.stream()
.collect(Collectors.joining(DELIMITER));
ps.setString(i, value);
}
@Override
public Set<String> getNullableResult(ResultSet rs, String columnName) throws SQLException {
return getSet(rs.getString(columnName));
}
@Override
public Set<String> getNullableResult(ResultSet rs, int columnIndex) throws SQLException {
return getSet(rs.getString(columnIndex));
}
@Override
public Set<String> getNullableResult(CallableStatement cs, int columnIndex) throws SQLException {
return getSet(cs.getString(columnIndex));
}
private Set<String> getSet(String dbValue) {
return Splitter.on(",")
.omitEmptyStrings()
.trimResults()
.splitToList(Optional.of(dbValue).orElse(StringUtils.EMPTY))
.stream()
.collect(Collectors.toSet());
}
}

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package cn.axzo.foundation.dao.support.data.page;
import cn.axzo.foundation.enums.OrderEnum;
import com.google.common.collect.ImmutableList;
import java.util.List;
public interface IPageReq {
Integer DEFAULT_PAGE_NUMBER = 1;
Integer DEFAULT_PAGE_SIZE = 20;
Integer MAX_PAGE_SIZE = 1000;
String SORT_DELIMITER = "__";
String SORT_DESC = OrderEnum.DESC.name();
String SORT_ASC = OrderEnum.ASC.name();
default Integer getPage() {
return DEFAULT_PAGE_NUMBER;
}
default Integer getPageSize() {
return DEFAULT_PAGE_SIZE;
}
default List<String> getSort() {
return ImmutableList.of();
}
}

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package cn.axzo.foundation.dao.support.data.utils;
import cn.axzo.foundation.enums.AppEnvEnum;
import com.google.common.collect.ImmutableList;
import lombok.NonNull;
import org.apache.commons.lang3.tuple.Pair;
import java.util.*;
import java.util.stream.Collectors;
/**
* 提供通用的 bit 位操作的接口需要支持 bit 位的枚举实现该接口参考如下
* <pre>
* @Getter
* @AllArgsConstructor
* enum TestMask implements BitMask {
* TEST1(1<<0),
* TEST2(1<<1)
* ;
*
* long mask;
* @Override
* public long getMask() {
* return mask;
* }
* }
* // feature 是存在 DB 中的值
* long l = TestMask.TEST1.enableBit(feature);
*
* Set<BitMask> bitMasks = BitMask.enabledBitMasks(TestMask.values(), feature);
* </pre>
*/
public interface BitMask {
long getMask();
String name();
default long enableBit(Long value) {
if (value == null) {
return getMask();
}
return value | getMask();
}
static long enableBits(Long value, BitMask... masks) {
for (final BitMask mask : masks) {
value = mask.enableBit(value);
}
return value;
}
static long enableBits(Long value, @NonNull Collection<? extends BitMask> masks) {
return enableBits(value, masks.toArray(new BitMask[0]));
}
default long disableBit(Long value) {
if (value == null) {
return 0;
}
return value & ~getMask();
}
static long disableBits(Long value, BitMask... masks) {
for (final BitMask mask : masks) {
value = mask.disableBit(value);
}
return value;
}
static long disableBits(Long value, @NonNull Collection<? extends BitMask> masks) {
return disableBits(value, masks.toArray(new BitMask[0]));
}
default long toggleBit(Long value, boolean enabled) {
if (enabled) {
return enableBit(value);
} else {
return disableBit(value);
}
}
static long toggle(Long value, BitMask k1, Boolean v1) {
return toggle(value, ImmutableList.of(Pair.of(k1, v1)));
}
static long toggle(Long value, BitMask k1, Boolean v1, BitMask k2, Boolean v2) {
return toggle(value, ImmutableList.of(Pair.of(k1, v1), Pair.of(k2, v2)));
}
static long toggle(Long value, BitMask k1, Boolean v1, BitMask k2, Boolean v2, BitMask k3, Boolean v3) {
return toggle(value, ImmutableList.of(Pair.of(k1, v1), Pair.of(k2, v2), Pair.of(k3, v3)));
}
static long toggle(Long value, BitMask k1, Boolean v1, BitMask k2, Boolean v2, BitMask k3, Boolean v3, BitMask k4, Boolean v4) {
return toggle(value, ImmutableList.of(Pair.of(k1, v1), Pair.of(k2, v2), Pair.of(k3, v3), Pair.of(k4, v4)));
}
/**
* 根据初始值以及 kv来返回最终的bitMask. usage : toggle(0L, Enum1, false, Enum2, true, Enum3, true)
*
* @return
*/
static long toggle(Long value, BitMask k1, Boolean v1, BitMask k2, Boolean v2, BitMask k3, Boolean v3, BitMask k4, Boolean v4, BitMask k5, Boolean v5) {
return toggle(value, ImmutableList.of(Pair.of(k1, v1), Pair.of(k2, v2), Pair.of(k3, v3), Pair.of(k4, v4), Pair.of(k5, v5)));
}
static long toggle(Long value, List<Pair<BitMask, Boolean>> entries) {
List<Pair<BitMask, Boolean>> entryList = entries.stream()
.filter(p -> p.getKey() != null && p.getValue() != null)
.collect(Collectors.toList());
long result = Optional.ofNullable(value).orElse(0L);
for (Pair<BitMask, Boolean> entry : entryList) {
result = entry.getValue() ? enableBits(result, entry.getKey()) : disableBits(result, entry.getKey());
}
return result;
}
default boolean isEnabled(Long value) {
if (value == null) {
return false;
}
return (value & getMask()) > 0;
}
default boolean isDisabled(Long value) {
if (value == null) {
return false;
}
return (value & getMask()) == 0;
}
default String buildSql(AppEnvEnum env, String columnName, boolean enabled) {
return buildSql(env, columnName, enabled, this);
}
default String buildConditionSql(AppEnvEnum env, String columnName, boolean enabled) {
return buildConditionSql(env, columnName, enabled, this);
}
static String buildSql(AppEnvEnum env, String columnName, boolean enabled, BitMask... masks) {
if (env == AppEnvEnum.unittest) {
long mask = Arrays.stream(masks).map(BitMask::getMask).reduce((x, y) -> x | y).orElse(0L);
if (enabled) {
return String.format("%s = bitor(%s, %s)", columnName, columnName, mask);
} else {
return String.format("%s = bitand(%s, bitnot(%s))", columnName, columnName, mask);
}
} else {
long mask = Arrays.stream(masks).map(BitMask::getMask).reduce((x, y) -> x | y).orElse(0L);
if (enabled) {
return String.format("%s = (%s | %s)", columnName, columnName, mask);
} else {
return String.format("%s = (%s & ~%s)", columnName, columnName, mask);
}
}
}
static String buildConditionSql(AppEnvEnum env, String columnName, boolean enabled, BitMask... masks) {
if (env == AppEnvEnum.unittest) {
long mask = Arrays.stream(masks).map(BitMask::getMask).reduce((x, y) -> x | y).orElse(0L);
if (enabled) {
return String.format("(bitand(%s, %s) > 0)", columnName, mask);
} else {
return String.format("(bitand(%s, %s) = 0)", columnName, mask);
}
} else {
long mask = Arrays.stream(masks).map(BitMask::getMask).reduce((x, y) -> x | y).orElse(0L);
if (enabled) {
return String.format("((%s & %s) > 0)", columnName, mask);
} else {
return String.format("((%s & %s) = 0)", columnName, mask);
}
}
}
static String buildConditionSqlAllMatch(AppEnvEnum env, String columnName, boolean enabled, BitMask... masks) {
long mask = Arrays.stream(masks).map(BitMask::getMask).reduce((x, y) -> x | y).orElse(0L);
if (env != AppEnvEnum.unittest) {
if (enabled) {
return String.format("((%s & %s) = %s)", columnName, mask, mask);
} else {
return String.format("((%s & %s) = 0)", columnName, mask);
}
} else {
if (enabled) {
return String.format("(bitand(%s, %s) = %s)", columnName, mask, mask);
} else {
return String.format("(bitand(%s, %s) = 0)", columnName, mask);
}
}
}
static <T extends BitMask> Set<T> getEnabledBitMasks(T[] masks, Long value) {
if (value == null || value == 0) {
return Collections.emptySet();
}
return Arrays.stream(masks).filter(e -> e.isEnabled(value)).collect(Collectors.toSet());
}
}

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package cn.axzo.foundation.dao.support.data.utils;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.core.conditions.update.UpdateWrapper;
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
import com.baomidou.mybatisplus.core.metadata.TableInfo;
import com.baomidou.mybatisplus.core.metadata.TableInfoHelper;
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import cn.axzo.foundation.dao.support.data.mysql.MybatisPlusConverterUtils;
import cn.axzo.foundation.dao.support.data.wrapper.SimpleWrapperConverter;
import com.google.common.base.Preconditions;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.BooleanUtils;
import org.springframework.cglib.beans.BeanMap;
import org.springframework.transaction.support.TransactionTemplate;
import org.springframework.util.CollectionUtils;
import java.io.Serializable;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.Set;
import java.util.function.Function;
import java.util.function.Supplier;
import java.util.stream.Collectors;
/**
* 提供修复数据的工具类, 支持mysql. 修复方式为通过指定起始id批量查询并修复
*
* @param mapper {@link BaseMapper}对象
* @param clz 实体类
* @param updater 用于更新数据库中查询出来的记录
* @param queryWrapper 可选. 查询数据库时指定的查询条件. 注意因为需要clone该wrapper, 要求其中的查询参数是serializable的否则可能出错
* @param selectFields 可选. 查询数据库时指定返回的字段
* @param breaker 可选. 修复下一批次数据时检查breaker是否需要提前终止修复
* @param transactionTemplate 可选. 当指定transactionTemplate时将在事务中修复每批次数据
*/
@Slf4j
public class RepairDataHelper<T> {
private RepositoryWrapper<T> repositoryWrapper;
private Function<List<T>, List<T>> updater;
private Supplier<Boolean> breaker;
private TransactionTemplate transactionTemplate;
@Builder
public RepairDataHelper(BaseMapper<T> mapper, Class<T> clz, Function<List<T>, List<T>> updater,
QueryWrapper<T> queryWrapper, Set<String> selectFields, Supplier<Boolean> breaker,
TransactionTemplate transactionTemplate) {
Preconditions.checkArgument(mapper != null, "mapper不能为空");
Preconditions.checkArgument(clz != null, "clz不能为空");
Preconditions.checkArgument(updater != null, "updater不能为空");
if (queryWrapper == null) {
queryWrapper = Wrappers.query();
}
repositoryWrapper = new MysqlRepositoryWrapper(mapper, clz, queryWrapper, selectFields);
this.updater = updater;
this.breaker = breaker;
this.transactionTemplate = transactionTemplate;
log.info("---Repair Data Helper--- created with repository: {}, queryWrapper: {}, selectFields: {}",
mapper, queryWrapper, selectFields);
}
/**
* 执行数据修复
*
* @param req startId 从指定的起始id开始修复数据. 默认从第一条记录开始
* batchSize 一个批次处理的数据量. 默认一个批次仅处理20条数据
* limit 必填项, 限制处理数据总条数.
* onlyPrint true表示仅打印需要修复的数据, 不做修复动作. 默认不执行修复动作
* @return 总的修复记录数
*/
public int repair(RepairReq req) {
req = Optional.ofNullable(req).orElse(RepairReq.DEFAULT);
Preconditions.checkArgument(req.getBatchSize() > 0, "batchCount必须大于0");
Preconditions.checkArgument(req.getLimit() > 0, "limit必须大于0");
log.info("---Repair Data Helper--- repair with req: {}", req);
int batchIndex = 0;
int totalProcessed = 0;
int totalRepaired = 0;
Serializable startId = req.getStartId();
while (totalProcessed < req.getLimit()) {
boolean breakOut = breaker != null && BooleanUtils.isTrue(breaker.get());
if (breakOut) {
log.info("[{}]---Repair Data Helper--- break out, startId: {}", batchIndex, startId);
break;
}
log.info("[{}]---Repair Data Helper--- start process, startId: {}", batchIndex, startId);
int batchSize = Math.min(req.getBatchSize(), req.getLimit() - totalProcessed);
BatchRepairReq batchRepairReq = BatchRepairReq.builder()
.batchIndex(batchIndex)
.batchSize(batchSize)
.startId(startId)
.onlyPrint(req.getOnlyPrint())
.build();
BatchRepairResult batchRepairResult = Optional.ofNullable(transactionTemplate)
.map(t -> t.execute(s -> batchRepair(batchRepairReq)))
.orElseGet(() -> batchRepair(batchRepairReq));
if (batchRepairResult.isBreakOut()) {
break;
}
totalProcessed += batchRepairResult.getProcessedCount();
totalRepaired += batchRepairResult.getRepairedCount();
startId = batchRepairResult.getNextId();
batchIndex += 1;
}
log.info("---Repair Data Helper--- repair finished, req: {}, processed: {}, repaired: {}, ignored: {}",
req, totalProcessed, totalRepaired, totalProcessed - totalRepaired);
return totalRepaired;
}
private BatchRepairResult batchRepair(BatchRepairReq req) {
int batchIndex = req.getBatchIndex();
int batchSize = req.getBatchSize();
Serializable startId = req.getStartId();
boolean onlyPrint = req.isOnlyPrint();
boolean includeStartId = batchIndex == 0;
List<T> selectedRecords = repositoryWrapper.selectByStartId(startId, batchSize, includeStartId);
log.info("[{}]---Repair Data Helper--- selected records count: {}", batchIndex, selectedRecords.size());
if (CollectionUtils.isEmpty(selectedRecords)) {
return BatchRepairResult.builder().breakOut(true).build();
}
List<T> updateRecords = updater.apply(selectedRecords);
log.info("[{}]---Repair Data Helper--- update records count: {}", batchIndex, updateRecords.size());
List<Object> updateIds = updateRecords.stream()
.map(r -> getIdValue(r, repositoryWrapper.getIdFieldName()))
.collect(Collectors.toList());
int updatedCount = 0;
if (onlyPrint || CollectionUtils.isEmpty(updateIds)) {
log.info("[{}]---Repair Data Helper--- to be updated ids: {}", batchIndex, updateIds);
} else {
if (needBatchUpdate(updateRecords)) {
updatedCount = repositoryWrapper.batchUpdate(updateRecords);
} else {
// 所有待更新的数据都是相同的可以通过条件更新一次性更新
updatedCount = repositoryWrapper.updateByIds(updateRecords.get(0), updateIds);
}
log.info("[{}]---Repair Data Helper--- updated records count: {}", batchIndex, updatedCount);
}
Serializable nextId = getIdValue(selectedRecords.get(selectedRecords.size() - 1),
repositoryWrapper.getIdFieldName());
return BatchRepairResult.builder()
.breakOut(false)
.processedCount(selectedRecords.size())
.repairedCount(updatedCount)
.nextId(nextId)
.build();
}
@Data
@Builder
@NoArgsConstructor
@AllArgsConstructor
private static class BatchRepairReq {
private int batchIndex;
private int batchSize;
private Serializable startId;
private boolean onlyPrint;
}
@Data
@Builder
@NoArgsConstructor
@AllArgsConstructor
private static class BatchRepairResult {
private boolean breakOut;
private int processedCount;
private int repairedCount;
private Serializable nextId;
}
private interface RepositoryWrapper<T> {
String getIdFieldName();
List<T> selectByStartId(Serializable startId, int count, boolean includeStartId);
int updateByIds(T updateEntity, List<Object> ids);
int batchUpdate(List<T> updateEntities);
}
private class MysqlRepositoryWrapper implements RepositoryWrapper<T> {
private QueryWrapper<T> queryWrapper;
private Set<String> selectFields;
private BaseMapper<T> baseMapper;
private String idFieldName;
private String idColumnName;
private SimpleWrapperConverter<QueryWrapper> converter;
private MysqlRepositoryWrapper(BaseMapper<T> baseMapper, Class<T> entityClass,
QueryWrapper<T> queryWrapper, Set<String> selectFields) {
try {
TableInfo tableInfo = TableInfoHelper.getTableInfo(entityClass);
idFieldName = tableInfo.getKeyProperty();
idColumnName = tableInfo.getKeyColumn();
converter = MybatisPlusConverterUtils.getWrapperConverter(entityClass);
} catch (Exception e) {
}
Preconditions.checkArgument(baseMapper != null, "repository找不到baseMapper");
Preconditions.checkArgument(entityClass != null, "repository找不到entityClass");
Preconditions.checkArgument(idFieldName != null, "repository找不到idFieldName");
Preconditions.checkArgument(idColumnName != null, "repository找不到idColumnName");
Preconditions.checkArgument(converter != null, "repository找不到converter");
this.baseMapper = baseMapper;
this.queryWrapper = queryWrapper;
this.selectFields = selectFields;
}
@Override
public String getIdFieldName() {
return idFieldName;
}
@Override
public List<T> selectByStartId(Serializable startId, int count, boolean includeStartId) {
// 直接操作queryWrapper将带来副作用需要将它clone出来
QueryWrapper<T> clonedWrapper = queryWrapper.clone();
if (startId != null) {
if (includeStartId) {
clonedWrapper.ge(idColumnName, startId);
} else {
clonedWrapper.gt(idColumnName, startId);
}
}
clonedWrapper.orderByAsc(idColumnName).last("LIMIT " + count);
if (selectFields != null) {
Set<String> columns = selectFields.stream()
.map(converter::getColumnNotNull)
.collect(Collectors.toSet());
columns.add(idColumnName);
// 注意wrapper的select()方法不支持重复调用因此需要将所有查询字段放在一个数组里传入
clonedWrapper.select(columns.toArray(new String[0]));
}
return baseMapper.selectList(clonedWrapper);
}
@Override
public int updateByIds(T updateEntity, List<Object> ids) {
UpdateWrapper<T> updateWrapper = Wrappers.<T>update().in(idColumnName, ids);
return baseMapper.update(updateEntity, updateWrapper);
}
@Override
public int batchUpdate(List<T> updateEntities) {
return updateEntities.stream().mapToInt(baseMapper::updateById).sum();
}
}
private Serializable getIdValue(Object entity, String idFieldName) {
Map<String, Object> entityFields = BeanMap.create(entity);
Serializable value = (Serializable) entityFields.get(idFieldName);
Preconditions.checkState(value != null, "记录的id不能为空");
return value;
}
private boolean needBatchUpdate(List<T> records) {
return records.stream()
.map(record -> ((Map<String, Object>) BeanMap.create(record)).entrySet().stream()
.filter(e -> !repositoryWrapper.getIdFieldName().equals(e.getKey()))
.collect(Collectors.toList()))
.distinct()
.count() > 1;
}
@Data
@Builder
@AllArgsConstructor
@NoArgsConstructor
public static class RepairReq {
private String startId;
private Integer batchSize;
private Integer limit;
private Boolean onlyPrint;
private static final RepairReq DEFAULT = RepairReq.builder()
.batchSize(20)
.limit(1)
.onlyPrint(true)
.build();
public Integer getBatchSize() {
return Optional.ofNullable(batchSize).orElse(DEFAULT.batchSize);
}
public Integer getLimit() {
return Optional.ofNullable(limit).orElse(DEFAULT.limit);
}
public Boolean getOnlyPrint() {
return Optional.ofNullable(onlyPrint).orElse(DEFAULT.onlyPrint);
}
}
}

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package cn.axzo.foundation.dao.support.data.wrapper;
import java.lang.annotation.ElementType;
import java.lang.annotation.Retention;
import java.lang.annotation.RetentionPolicy;
import java.lang.annotation.Target;
@Retention(RetentionPolicy.RUNTIME)
@Target({ElementType.FIELD})
public @interface CriteriaField {
/**
* 对应Mysql Entity的字段名或者"Field__Operator"格式
* @return String
*/
String field() default "";
Operator operator() default Operator.EQ;
/**
* 默认为true当value为空集合或空map的时候自动过滤该查询条件.
* 主要是考虑到调用方在用fastjson序列化的时候会将null集合序列化为空集合
* 所以默认将空集合过滤掉
*
* @return boolean
*/
boolean filterEmpty() default true;
/**
* 默认为true当value为null的时候自动过滤该查询条件.
*
* @return boolean
*/
boolean filterNull() default true;
/**
* 默认为true当value为""的时候自动过滤该查询条件.
* @return
*/
boolean filterBlank() default true;
/**
* 是否忽略该字段的查询条件
*
* @return
*/
boolean ignore() default false;
/**
* 字段名前缀 在放入sql时允许指定一个前缀如前缀'a'则转换后的字段为a.id
* 用于联表查询比如:
* @Select("select bill.* from bms_plus_pay_bill as bill, bms_plus_pay_audit as audit ${ew.customSqlSegment} " +
* "group by bill.id")
* IPage<PayBill> pageWithQueryPayAudit(IPage<PayBill> page, @Param(Constants.WRAPPER) Wrapper wrapper);
*
* @return
*/
String prefix() default "";
}

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package cn.axzo.foundation.dao.support.data.wrapper;
import com.google.common.base.Preconditions;
import com.google.common.base.Strings;
import com.google.common.collect.*;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.Getter;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.apache.commons.lang3.reflect.FieldUtils;
import org.springframework.cglib.beans.BeanMap;
import org.springframework.util.CollectionUtils;
import java.lang.reflect.Field;
import java.util.*;
import java.util.concurrent.ConcurrentMap;
import java.util.function.Function;
import java.util.stream.Collectors;
import java.util.stream.Stream;
@Slf4j
public class CriteriaWrapper {
private static final String DELIMITER = "__";
/**
* 使用ConcurrentMapHashMap线程不安全
*/
private static ConcurrentMap<Class, Map<String, CriteriaField>> criteriaFieldAnnotations = Maps.newConcurrentMap();
@Getter
private Boolean andOperator = true;
@Getter
private ImmutableListMultimap<String, QueryField> queryFieldMap;
public CriteriaWrapper() {
queryFieldMap = ImmutableListMultimap.of();
}
public CriteriaWrapper(ImmutableListMultimap<String, QueryField> queryFieldMap, boolean andOperator) {
this.queryFieldMap = queryFieldMap;
this.andOperator = andOperator;
}
public static CriteriaWrapperBuilder builder() {
return new CriteriaWrapperBuilder();
}
public static class CriteriaWrapperBuilder {
private List<QueryField> queryFields = Lists.newArrayList();
private boolean andOperator = true;
/**
* @param key java bean的字段名或者"Field__Operator"格式
* @param value 除了IS_NULL, IS_NOT_NULL允许null值外其他情况如果为null该查询条件会被过滤
* @return CriteriaWrapperBuilder
*/
public CriteriaWrapperBuilder queryField(String key, Object value) {
Preconditions.checkArgument(!Strings.isNullOrEmpty(key));
return queryField(key, QueryField.getDefaultOperator(key, value), value);
}
/**
*
* @param key java bean的字段名或者"Field__Operator"格式
* @param defaultOperator Operator
* @param value 除了IS_NULL, IS_NOT_NULL允许null值外其他情况如果为null该查询条件会被过滤
* @return CriteriaWrapperBuilder
*/
public CriteriaWrapperBuilder queryField(String key, Operator defaultOperator, Object value) {
Preconditions.checkArgument(!Strings.isNullOrEmpty(key));
QueryField queryField = QueryField.buildWithNullFilter(key, defaultOperator, value);
if (queryField != null) {
this.queryFields.add(queryField);
}
return this;
}
/**
*
* @param condition false的时候该查询条件会被过滤
* @param key java bean的字段名或者"Field__Operator"格式
* @param value 如果为null该查询条件会被过滤
* @return CriteriaWrapperBuilder
*/
public CriteriaWrapperBuilder queryField(boolean condition, String key, Object value) {
Preconditions.checkArgument(!Strings.isNullOrEmpty(key));
return queryField(condition, key, QueryField.getDefaultOperator(key, value), value);
}
/**
*
* @param condition false的时候该查询条件会被过滤
* @param key java bean的字段名或者"Field__Operator"格式
* @param defaultOperator 默认的查询Operator
* @param value 如果为null该查询条件会被过滤
* @return CriteriaWrapperBuilder
*/
public CriteriaWrapperBuilder queryField(boolean condition, String key, Operator defaultOperator, Object value) {
Preconditions.checkArgument(!Strings.isNullOrEmpty(key));
return queryField(condition, key, defaultOperator, value, StringUtils.EMPTY);
}
/**
*
* @param condition false的时候该查询条件会被过滤
* @param key java bean的字段名或者"Field__Operator"格式
* @param defaultOperator 默认的查询Operator
* @param value 如果为null该查询条件会被过滤
* @param prefix 字段名添加一个前缀
* @return CriteriaWrapperBuilder
*/
public CriteriaWrapperBuilder queryField(boolean condition, String key, Operator defaultOperator,
Object value, String prefix) {
Preconditions.checkArgument(!Strings.isNullOrEmpty(key));
if (!condition) {
return this;
}
queryFields.add(QueryField.build(key, defaultOperator, value, prefix));
return this;
}
/**
*
* @param params {key, value}, key支持"Field__Operator"格式value如果为null该查询条件会被过滤
* @return CriteriaWrapperBuilder
*/
public CriteriaWrapperBuilder queryField(Map<String, Object> params) {
return queryField(params, null);
}
/**
*
* @param params {key, value}, key支持"Field__Operator"格式value如果为null该查询条件会被过滤
* @param converter 对querfield进行转换. 比如查询条件, 查询值.
* @return CriteriaWrapperBuilder
*/
public CriteriaWrapperBuilder queryField(Map<String, Object> params, Function<QueryField, QueryField> converter) {
List<QueryField> queryFields = params.entrySet().stream()
.map(entry -> QueryField.build(entry.getKey(), entry.getValue()))
.map(queryField -> converter == null ? queryField : converter.apply(queryField))
.filter(Objects::nonNull)
.filter(queryField -> queryField.getValue() != null || queryField.getOperator().allowNullValue())
.collect(Collectors.toList());
this.queryFields.addAll(queryFields);
return this;
}
public CriteriaWrapperBuilder queryFields(List<QueryField> queryFields) {
this.queryFields.addAll(queryFields);
return this;
}
public CriteriaWrapperBuilder andOperator(boolean andOperator) {
this.andOperator = andOperator;
return this;
}
public CriteriaWrapper build() {
ImmutableListMultimap<String, QueryField> multimap = queryFields.stream()
.collect(ImmutableListMultimap.toImmutableListMultimap(QueryField::getField, Function.identity()));
return new CriteriaWrapper(multimap, this.andOperator);
}
}
/**
* 从bean对象来构造一个CriteriaWrapper
* 需要这个bean对象中查询的属性通过{@link CriteriaField}来声明
* @param bean 查询条件的bean对象
* @return 查询对象
*/
public static CriteriaWrapper fromBean(Object bean) {
return fromBean(bean, true);
}
/**
* 从bean对象来构造一个CriteriaWrapper
* 需要这个bean对象中查询的属性通过{@link CriteriaField}来声明
* @param bean 查询条件的bean对象
* @param andOperator true查询条件是and操作, false查询条件or操作.
* @return 查询对象
*/
public static CriteriaWrapper fromBean(Object bean, boolean andOperator) {
return fromBean(bean, andOperator, null);
}
/**
* 从bean对象来构造一个CriteriaWrapper
* 需要这个bean对象中查询的属性通过{@link CriteriaField}来声明
* @param bean 查询条件的bean对象
* @param andOperator true查询条件是and操作, false查询条件or操作.
* @return 查询对象
*/
public static CriteriaWrapper fromBean(Object bean, boolean andOperator,
Function<QueryField, List<QueryField>> converter) {
return fromBean(bean, andOperator, converter, ImmutableMap.of());
}
/**
* 从bean对象来构造一个CriteriaWrapper
* 需要这个bean对象中查询的属性通过{@link CriteriaField}来声明
*
* @param bean 查询条件的bean对象
* @param andOperator true查询条件是and操作, false查询条件or操作.
* @return 查询对象
*/
public static CriteriaWrapper fromBean(Object bean, boolean andOperator,
Function<QueryField, List<QueryField>> converter, Map<String, Operator> defaultOperators) {
Map<String, CriteriaField> annotations = getFieldAnnotations(bean.getClass());
Map<String, Object> beanMap = (bean instanceof Map) ? (Map<String, Object>) bean : BeanMap.create(bean);
List<QueryField> queryFields = beanMap.entrySet().stream()
.map(entry -> QueryField.build(entry.getKey(), entry.getValue(), annotations,
(defaultOperators != null ? defaultOperators.get(entry.getKey()): null)))
.filter(Objects::nonNull)
.flatMap(queryField -> converter == null ? Stream.of(queryField) : converter.apply(queryField).stream())
.filter(Objects::nonNull)
.collect(Collectors.toList());
return CriteriaWrapper.builder().queryFields(queryFields).andOperator(andOperator).build();
}
private static Map<String, CriteriaField> getFieldAnnotations(Class beanClazz) {
return criteriaFieldAnnotations.computeIfAbsent(beanClazz, clazz ->
FieldUtils.getFieldsListWithAnnotation(clazz, CriteriaField.class).stream()
.collect(Collectors.toMap(Field::getName, field -> field.getAnnotation(CriteriaField.class))));
}
@Builder(toBuilder = true)
@Data
@AllArgsConstructor
public static class QueryField {
/**
* json字段查询条件构造模板examplecontent->'$.filed1'__LIKE
*/
private final static String JSON_QUERY_FILED_TEMPLATE = "%s->'$.%s'%s";
/**
* json查询条件作为filed时的特殊操作符
*/
private final static String JSON_QUERY_FILED_FLAG = "->";
/**
* 逻辑控制字段名称前缀
*/
private final static String LOGICAL_CONTROL_FIELD_PREFIX = "$$";
/**
* java bean的property name
*/
private String field;
/**
* 查询的operator
*/
private Operator operator;
/**
* 查询的值
*/
private Object value;
/**
* 字段前缀名称
*/
private String prefix;
public boolean isLogicalControlField() {
return operator == Operator.OR || operator == Operator.NOT || operator == Operator.AND;
}
/**
* 是否逻辑控制字段
* @param fieldName
* @return 比如 orand
*/
public static boolean isLogicalControlField(String fieldName) {
return fieldName.startsWith(LOGICAL_CONTROL_FIELD_PREFIX);
}
/**
* 是否是json查询字段fieldName包含"->"符号表示是json查询
* @param fieldName
* @return
*/
public static boolean isJsonQueryField(String fieldName) {
return fieldName.contains(JSON_QUERY_FILED_FLAG);
}
public String getFieldWithPrefix() {
if (Strings.isNullOrEmpty(prefix)) {
return field;
}
return prefix + '.' + field;
}
public String getColumnWithPrefix(String column) {
if (Strings.isNullOrEmpty(prefix)) {
return column;
}
return prefix + '.' + column;
}
private static QueryField build(String field, Object value, Map<String, CriteriaField> annotations, Operator defaultOperator) {
CriteriaField fieldAnnotation = annotations.get(field);
if (fieldAnnotation == null) {
// 如果没有Annotation默认会过滤Null
return QueryField.buildWithNullFilter(field, (defaultOperator != null ? defaultOperator : getDefaultOperator(field, value)), value);
}
if (fieldAnnotation.ignore()) {
return null;
}
if (fieldAnnotation.filterEmpty()
&& (value instanceof Collection)
&& CollectionUtils.isEmpty((Collection)value)) {
return null;
}
if (fieldAnnotation.filterEmpty()
&& (value instanceof Map)
&& CollectionUtils.isEmpty((Map) value)) {
return null;
}
if (fieldAnnotation.filterNull() && Objects.isNull(value)) {
return null;
}
if (fieldAnnotation.filterBlank()
&& (value instanceof String)
&& StringUtils.isBlank((String) value)) {
return null;
}
String fieldName = Strings.isNullOrEmpty(fieldAnnotation.field()) ? field : fieldAnnotation.field();
// XXX 注解中获取的operator如果为EQ无法判断是用户手动设置为EQ还是使用的默认operator.EQ这里暂时保持原状
return build(fieldName, fieldAnnotation.operator(), value, fieldAnnotation.prefix());
}
private static QueryField build(String key, Object value) {
return QueryField.build(key, getDefaultOperator(key, value), value, StringUtils.EMPTY);
}
private static QueryField build(String key, Operator defaultOperator, Object value, String prefix) {
String field = StringUtils.substringBefore(key, DELIMITER);
String expression = StringUtils.substringAfter(key, DELIMITER);
Operator operator = Strings.isNullOrEmpty(expression) ? defaultOperator : Operator.valueOf(expression);
if (operator == Operator.OR || operator == Operator.NOT || operator == Operator.AND) {
List<QueryField> nestedFields = ((Map<String, Object>)value).entrySet()
.stream().map(e -> build(e.getKey(), Operator.EQ, e.getValue(), prefix)).collect(Collectors.toList());
// FIXME: 因为为了减少修改这里修改了 field 的名称通过名称将状态传递下去
return new QueryField(LOGICAL_CONTROL_FIELD_PREFIX + field, operator, nestedFields, prefix);
}
if (operator == Operator.JSON || operator == Operator.JSON_OR) {
List<QueryField> nestedFields = ((Map<String, Object>)value).entrySet()
.stream().map(e -> build(buildJsonQueryFieldKey(field, e.getKey()), Operator.EQ, e.getValue(), prefix)).collect(Collectors.toList());
// FIXME: 因为为了减少修改这里修改了 field 的名称通过名称将状态传递下去
return new QueryField(LOGICAL_CONTROL_FIELD_PREFIX + field, operator, nestedFields, prefix);
}
return new QueryField(field, operator, value, prefix);
}
private static QueryField buildWithNullFilter(String key, Operator defaultOperator, Object value) {
QueryField queryField = build(key, defaultOperator, value, StringUtils.EMPTY);
if (queryField.getValue() == null && !queryField.getOperator().allowNullValue()) {
return null;
}
return queryField;
}
private static Operator getDefaultOperator(String field, Object value) {
if (!(value instanceof Collection)) {
return Operator.EQ;
}
// 当value instanceof Collection检查值是否为空
if (((Collection)value).isEmpty()) {
log.error("value is collection and is empty, field={}", field);
}
return Operator.IN;
}
/**
* 构造json查询条件key
* 例如fieldName=content, jsonFieldName=text__LIKE返回content->'$.text'__LIKE
*
* @param fieldName 数据库字段名
* @param jsonFieldName json内的字段名
* @return
*/
private static String buildJsonQueryFieldKey(String fieldName, String jsonFieldName) {
String jsonField = StringUtils.substringBefore(jsonFieldName, DELIMITER);
String jsonExpression = StringUtils.substringAfter(jsonFieldName, DELIMITER);
if (Strings.isNullOrEmpty(jsonExpression)) {
return String.format(JSON_QUERY_FILED_TEMPLATE, fieldName, jsonField, "");
}
return String.format(JSON_QUERY_FILED_TEMPLATE, fieldName, jsonField, DELIMITER + jsonExpression);
}
}
}

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package cn.axzo.foundation.dao.support.data.wrapper;
import lombok.AllArgsConstructor;
import lombok.Getter;
@Getter
@AllArgsConstructor
public enum Operator {
IN,
LIKE,
EQ,
NE,
GT,
GE,
LT,
LE,
IS_NULL,
IS_NOT_NULL,
BETWEEN,
/**
* start with
*/
SW,
/**
* end with
*/
EW,
ORDER,
OR,
AND,
NOT,
/**
* 添加
* FULL_SEARCH
*/
FS,
/**
* JSON解析现只支持mysql json类型字段
* 查询条件示例{"name":"张三","time__GT":"1595235995326","carNo__LIKE":"川A"}
*/
JSON,
JSON_OR,
/**
* <pre>
* JSON
* 服务端 controller 接收参数示例代码:
*
* &#064;CriteriaField(field="bizData", operator = Operator.JSON_QUERY)
* private List<JSONQuery> bizData;
*
*
* 调用端 查询参数构建 代码示例:
* List<JSONQuery> bizData = List.of(
* JSONQuery.builder().jsonPath("$.city").data(List.of("chengdu","xian")).operator(Operator.IN).build(),
* JSONQuery.builder().jsonPath("$.name").data("street1").operator(Operator.EQ).build()
* )
* Param.builder().bizData(bizData).build();
*
* </pre>
*/
JSON_QUERY,
CONTAIN_ALL,
NOT_IN,
@Deprecated
CUSTOM,
/**
* 支持通过查询指定column, value传入map. 指定 distinct, sum等删除
* eg: "id__SELECT": {"distinct": true, "function": "sum", "as": "count"}
* 其他 select 只支持一个属性. 如果查询条件有多个. 只会保留最后一个
*/
SELECT;
public boolean allowNullValue() {
return this == IS_NULL || this == IS_NOT_NULL;
}
}

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package cn.axzo.foundation.dao.support.data.wrapper;
import com.google.common.collect.ImmutableListMultimap;
/**
* 封装底层的查询实现
*
*/
public interface OperatorProcessor<T> {
/**
* 组装所有查询条件
*
* @param queryColumnMap
* @param andOperator
* @return
*/
T assembleAllQueryWrapper(ImmutableListMultimap<String, CriteriaWrapper.QueryField> queryColumnMap, boolean andOperator);
}

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package cn.axzo.foundation.dao.support.data.wrapper;
import cn.axzo.foundation.exception.BusinessException;
import cn.axzo.foundation.result.ResultCode;
import com.google.common.collect.*;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.extern.slf4j.Slf4j;
import java.time.Instant;
import java.time.LocalDate;
import java.time.LocalDateTime;
import java.time.ZoneId;
import java.util.*;
import java.util.function.Function;
import java.util.stream.Collector;
import java.util.stream.Collectors;
/**
* 将CriteriaWrapper转换为mysql的QueryWrapper
*/
@Slf4j
@Builder
@AllArgsConstructor
public class SimpleWrapperConverter<T> {
private OperatorProcessor<T> operatorProcessor;
/**
* key = property value = column
*/
private Map<String, String> fieldColumnMap;
/**
* key = property value = property class
*/
private Map<String, Class<?>> fieldTypeMap;
/**
* value转换. key1 = value原来的type, key2 = targetType, value = 转换func
*/
private static final Table<Class<?>, Class<?>, Function<Object, Object>> VALUE_CONVERTERS =
ImmutableTable.<Class<?>, Class<?>, Function<Object, Object>>builder()
.put(Long.class, LocalDateTime.class, o -> Instant.ofEpochMilli((Long) o).atZone(ZoneId.systemDefault()).toLocalDateTime())
.put(Long.class, LocalDate.class, o -> Instant.ofEpochMilli((Long) o).atZone(ZoneId.systemDefault()).toLocalDate())
.put(Long.class, Date.class, o -> new Date((Long) o))
.build();
public T toWrapper(CriteriaWrapper criteriaWrapper) {
ListMultimap<String, CriteriaWrapper.QueryField> multimap = criteriaWrapper.getQueryFieldMap()
.asMap().entrySet().stream()
.collect(Multimaps.flatteningToMultimap(
query -> getColumnNotNull(query.getKey()),
query -> convertValue(query.getValue()).stream(),
ArrayListMultimap::create));
return operatorProcessor.assembleAllQueryWrapper(ImmutableListMultimap.copyOf(multimap), criteriaWrapper.getAndOperator());
}
public T toWrapper(CriteriaWrapper criteriaWrapper, SimpleWrapperConverter... anotherConverters) {
ListMultimap<String, CriteriaWrapper.QueryField> multimap = criteriaWrapper.getQueryFieldMap()
.asMap().entrySet().stream()
.collect(Multimaps.flatteningToMultimap(
query -> getColumnByConverters(query.getKey(), anotherConverters),
query -> convertValue(query.getValue()).stream(),
ArrayListMultimap::create));
return operatorProcessor.assembleAllQueryWrapper(ImmutableListMultimap.copyOf(multimap), criteriaWrapper.getAndOperator());
}
public T toWrapper(List<CriteriaWrapper> criteriaWrappers) {
ListMultimap<String, CriteriaWrapper.QueryField> multimap = criteriaWrappers.stream().
flatMap(e -> e.getQueryFieldMap().asMap().entrySet().stream())
.collect(Multimaps.flatteningToMultimap(
query -> getColumnByConverters(query.getKey()),
query -> convertValue(query.getValue()).stream(),
ArrayListMultimap::create));
return operatorProcessor.assembleAllQueryWrapper(ImmutableListMultimap.copyOf(multimap), true);
}
public Optional<String> getColumn(String fieldName) {
if (CriteriaWrapper.QueryField.isLogicalControlField(fieldName) ||
CriteriaWrapper.QueryField.isJsonQueryField(fieldName)) {
// 逻辑控制字段是虚拟字段不需要查找json查询字段是特殊语法构造的字段不需要查找
return Optional.of(fieldName);
}
return Optional.ofNullable(fieldColumnMap.get(fieldName));
}
public String getColumnNotNull(String fieldName) {
return getColumn(fieldName).orElseThrow(() -> new BusinessException(ResultCode.INVALID_PARAMS));
}
public String getColumnByConverters(String fieldName, SimpleWrapperConverter... anotherConverters) {
// 优先查找当前class的字段
Optional<String> column = getColumn(fieldName);
if (column.isPresent()) {
return column.get();
}
for (SimpleWrapperConverter anotherConverter : anotherConverters) {
column = anotherConverter.getColumn(fieldName);
if (column.isPresent()) {
return column.get();
}
}
throw new BusinessException(ResultCode.INVALID_PARAMS);
}
/**
* 转换QueryField的value
*
* @param queryFields
* @return
*/
private List<CriteriaWrapper.QueryField> convertValue(Collection<CriteriaWrapper.QueryField> queryFields) {
return queryFields.stream()
.map(queryField -> queryField.toBuilder().value(getConvertedValue(queryField)).build())
.collect(Collectors.toList());
}
private Object getConvertedValue(CriteriaWrapper.QueryField queryField) {
if (queryField.isLogicalControlField()) {
List<CriteriaWrapper.QueryField> subfields = (List<CriteriaWrapper.QueryField>) queryField.getValue();
// resolve 嵌套字段的字段和值
for (final CriteriaWrapper.QueryField subfield : subfields) {
subfield.setField(getColumnNotNull(subfield.getField()));
}
}
if (queryField.getValue() == null) {
return null;
}
//找到属性对应的类型与当前value的类型. 根据类型找到convert. 有则处理. 没有则直接返回
Class<?> fieldType = fieldTypeMap.get(queryField.getField());
Class<?> valueType = queryField.getValue().getClass();
//如果sourceType
if (Collection.class.isAssignableFrom(valueType)) {
Collection collection = (Collection) queryField.getValue();
return collection.stream()
.filter(Objects::nonNull)
.map(e -> {
Function<Object, Object> valueConverter = VALUE_CONVERTERS.get(e.getClass(), fieldType);
return valueConverter == null ? e : valueConverter.apply(e);
}).collect(getCollectionCollector(valueType));
}
Function<Object, Object> valueConverter = VALUE_CONVERTERS.get(valueType, fieldType);
return valueConverter == null ? queryField.getValue() : valueConverter.apply(queryField.getValue());
}
private Collector getCollectionCollector(Class clazz) {
if (List.class.isAssignableFrom(clazz)) {
return Collectors.toList();
}
if (Set.class.isAssignableFrom(clazz)) {
return Collectors.toSet();
}
throw new UnsupportedOperationException(String.format("unsupported collection type of %s", clazz.getSimpleName()));
}
}

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package cn.axzo.foundation.dao.support.data.wrapper;
/**
* 仅包内可访问
*
*/
@FunctionalInterface
public interface TriConsumer<K, V, S> {
/**
* 三入参的consumer
*
* @param k
* @param v
* @param s
*/
void accept(K k, V v, S s);
}