✨ 数据入clickhouse

client/src/main/java/com/inscloudtech/alog/client/task/Monitor.java

@@ -24,6 +24,7 @@ public class Monitor {
 
     private final static Logger LOGGER = LoggerFactory.getLogger(Monitor.class);
 
+    private static long appId;
     /**
      * 开始获取workerIp地址并保存</>
      * 监听workerIp地址变化
@@ -32,6 +33,15 @@ public class Monitor {
         fetchWorkerInfo();
     }
 
+
+    private static void setAppIdId(final long appId) {
+        Monitor.appId = appId;
+    }
+
+    public static long getAppIdId() {
+        return Monitor.appId;
+    }
+
     /**
      * 每隔30秒拉取worker信息
      */
@@ -66,7 +76,7 @@ public class Monitor {
             //如果设置了机房属性，则拉取同机房的worker。如果同机房没worker，则拉取所有
             ALogConfig aLogConfig = configurator.getObject("aLog", ALogConfig.class);
             List<String> addresses = aLogConfig.getWorkers();
-            IdWorker.setAppIdId(aLogConfig.getAppId());
+            setAppIdId(aLogConfig.getAppId());
             //全是空，给个警告
             if (addresses == null || addresses.isEmpty()) {
                 LOGGER.warn("very important warn !!! workers ip info is null!!!");

common/src/main/java/com/inscloudtech/alog/common/model/ActionLogMessage.java

@@ -1,7 +1,6 @@
 package com.inscloudtech.alog.common.model;
 
 import java.util.Date;
-import java.util.Map;
 
 /**
  * className：RunLogMessage
@@ -14,12 +13,12 @@ public class ActionLogMessage {
     /**
      * 时间创建时间
      */
-    private long createTime;
+    private Date createTime;
 
     /**
-     * 日志主键
+     * 应用id
      */
-    private long logId;
+    private long appId;
     /**
      * 操作模块
      */
@@ -44,7 +43,7 @@ public class ActionLogMessage {
     /**
      * 操作人员Id
      */
-    private String operUserId;
+    private String operUid;
 
     /**
      * 操作人员
@@ -163,12 +162,12 @@ public class ActionLogMessage {
         this.operatorType = operatorType;
     }
 
-    public String getOperUserId() {
-        return operUserId;
+    public String getOperUid() {
+        return operUid;
     }
 
-    public void setOperUserId(String operUserId) {
-        this.operUserId = operUserId;
+    public void setoperUid(String operUid) {
+        this.operUid = operUid;
     }
 
     public String getDeptName() {
@@ -267,23 +266,19 @@ public class ActionLogMessage {
         this.businessId = businessId;
     }
 
-
-
-    public long getLogId() {
-        return logId;
-    }
-
-    public void setLogId(long logId) {
-        this.logId = logId;
-    }
-
-    public long getCreateTime() {
+    public Date getCreateTime() {
         return createTime;
     }
 
-    public void setCreateTime(long createTime) {
+    public void setCreateTime(Date createTime) {
         this.createTime = createTime;
     }
 
+    public long getAppId() {
+        return appId;
+    }
 
+    public void setAppId(long appId) {
+        this.appId = appId;
+    }
 }

common/src/main/java/com/inscloudtech/alog/common/utils/IdWorker.java

@@ -30,7 +30,7 @@ public class IdWorker {
 
     private static long workerId;
 
-    private static long appId;
+
 
     static {
         Calendar calendar = Calendar.getInstance();
@@ -87,9 +87,6 @@ public class IdWorker {
         }
     }
 
-    public static void setAppIdId(final Long appId) {
-        IdWorker.appId = appId;
-    }
 
     //下一个ID生成算法
     public static long nextId() {
@@ -117,7 +114,7 @@ public class IdWorker {
     }
 
     //下一个ID生成算法
-    public static long nextIdWithAppId() {
+    public static long nextIdWithAppId(long appId) {
         long time = System.currentTimeMillis();
         if (lastTime > time) {
             throw new RuntimeException("Clock is moving backwards, last time is %d milliseconds, current time is %d milliseconds" + lastTime);

example/pom.xml

@@ -30,6 +30,11 @@
             </exclusions>
         </dependency>
 
+        <!-- SpringBoot 拦截器 -->
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-aop</artifactId>
+        </dependency>
 
          <dependency>
             <groupId>com.inscloudtech</groupId>

example/src/main/java/com/inscloudtech/alog/clientdemo/aspectj/ActionLogAspect.java

@@ -2,14 +2,15 @@ package com.inscloudtech.alog.clientdemo.aspectj;
 
 
 import com.baomidou.mybatisplus.annotation.TableId;
+import com.inscloudtech.alog.client.task.Monitor;
 import com.inscloudtech.alog.clientdemo.utils.*;
 import com.inscloudtech.alog.common.enums.BusinessStatus;
 import com.inscloudtech.alog.common.enums.BusinessType;
-import com.inscloudtech.alog.common.model.ActionLogMessage;
+
 import com.inscloudtech.alog.client.udp.UdpSender;
 import com.inscloudtech.alog.common.annotation.ActionLog;
+import com.inscloudtech.alog.common.model.ActionLogMessage;
 import com.inscloudtech.alog.common.utils.FastJsonUtils;
-import com.inscloudtech.alog.common.utils.IdWorker;
 import org.aspectj.lang.JoinPoint;
 import org.aspectj.lang.ProceedingJoinPoint;
 import org.aspectj.lang.annotation.Around;
@@ -22,10 +23,7 @@ import org.springframework.web.multipart.MultipartFile;
 import javax.servlet.http.HttpServletRequest;
 import javax.servlet.http.HttpServletResponse;
 import java.lang.reflect.*;
-import java.util.Arrays;
-import java.util.Collection;
-import java.util.List;
-import java.util.Map;
+import java.util.*;
 import java.util.stream.Collectors;
 
 /**
@@ -40,8 +38,8 @@ public class ActionLogAspect {
     @Around("@annotation(actionLog)")
     public Object doAround(ProceedingJoinPoint joinPoint, ActionLog actionLog) throws Throwable {
         ActionLogMessage actionLogMessage = new ActionLogMessage();
-        Object[] args = joinPoint.getArgs();
 
+        Object[] args = joinPoint.getArgs();
         //当操作行为是修改数据时，需要上报，修改前后数据值
         if(actionLog.businessType().equals(BusinessType.UPDATE)){
             setBeforeAfterValue(args,actionLog,actionLogMessage);
@@ -56,7 +54,6 @@ public class ActionLogAspect {
             throw e;
         }
 
-
         //当操作行为是新增数据时，需要上报数据业务id
         if(actionLog.businessType().equals(BusinessType.INSERT)){
             setBusinessId(args,actionLog,actionLogMessage);
@@ -67,17 +64,18 @@ public class ActionLogAspect {
         // 计算响应时间
         long responseTime = endTime - startTime;
         actionLogMessage.setResponseTime(responseTime);
+
         // 请求的地址
         String ip = ServletUtils.getClientIP();
         actionLogMessage.setOperIp(ip);
         actionLogMessage.setOperUrl(StringUtils.sub(ServletUtils.getRequest().getRequestURI(), 0, 255));
-
         //从业务系统获取传入
 //            LoginUser loginUser = LoginHelper.getLoginUser();//获取当前用户，应用自行实现
 //            loginUser.getUserId();
 //            loginUser.getNickname();
 //            loginUser.getDeptName();
-        actionLogMessage.setOperUserId("2322434253");
+        actionLogMessage.setAppId(Monitor.getAppIdId());
+        actionLogMessage.setoperUid("2322434253");
         actionLogMessage.setOperUserName("演示用户");
         actionLogMessage.setDeptName("演示部门");
 
@@ -216,9 +214,8 @@ public class ActionLogAspect {
             actionLogMessage.setRequestMethod(ServletUtils.getRequest().getMethod());
             // 处理设置注解上的参数
             getControllerMethodDescription(joinPoint, actionLog, actionLogMessage, jsonResult);
-            long tracerId = IdWorker.nextIdWithAppId();
-            actionLogMessage.setLogId(tracerId);
-            actionLogMessage.setCreateTime(System.currentTimeMillis());
+
+            actionLogMessage.setCreateTime(new Date());
             UdpSender.offerActionLogger(actionLogMessage);
         } catch (Exception exp) {
             // 记录本地异常日志

worker/pom.xml

@@ -55,11 +55,24 @@
             <optional>true</optional>
         </dependency>
 
-<!--        <dependency>-->
-<!--            <groupId>com.baomidou</groupId>-->
-<!--            <artifactId>mybatis-plus-boot-starter</artifactId>-->
-<!--            <version>3.4.3</version>-->
-<!--        </dependency>-->
+        <dependency>
+            <groupId>com.baomidou</groupId>
+            <artifactId>mybatis-plus-boot-starter</artifactId>
+            <version>3.4.3</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.projectlombok</groupId>
+            <artifactId>lombok</artifactId>
+            <version>1.18.26</version>
+        </dependency>
+
+        <!-- hutool 的依赖配置-->
+        <dependency>
+            <groupId>cn.hutool</groupId>
+            <artifactId>hutool-all</artifactId>
+            <version>5.8.18</version>
+        </dependency>
     </dependencies>
 
     <build>

worker/src/main/java/com/inscloudtech/alog/worker/Starter.java

@@ -1,6 +1,7 @@
 package com.inscloudtech.alog.worker;
 
 import com.inscloudtech.alog.worker.config.CenterStarter;
+import com.inscloudtech.alog.worker.store.ActionLogToDbStore;
 import com.inscloudtech.alog.worker.store.TracerLogToDbStore;
 import com.inscloudtech.alog.worker.store.TracerModelToDbStore;
 import com.inscloudtech.alog.worker.udp.UdpServer;
@@ -33,6 +34,9 @@ public class Starter {
      */
     @Resource
     private TracerLogToDbStore tracerLogToDbStore;
+
+    @Resource
+    private ActionLogToDbStore actionLogToDbStore;
     /**
      * udp server
      */
@@ -56,6 +60,7 @@ public class Starter {
         //入库
         tracerModelToDbStore.beginIntoDb();
         tracerLogToDbStore.beginIntoDb();
+        actionLogToDbStore.beginIntoDb();
 
         //上报自己ip到配置中心
         centerStarter.uploadSelfInfo();

worker/src/main/java/com/inscloudtech/alog/worker/disruptor/DisruptorStarter.java

@@ -1,5 +1,6 @@
 package com.inscloudtech.alog.worker.disruptor;
 
+import com.inscloudtech.alog.worker.store.ActionLogToDbStore;
 import com.inscloudtech.alog.worker.store.TracerLogToDbStore;
 import com.inscloudtech.alog.worker.store.TracerModelToDbStore;
 import com.lmax.disruptor.BlockingWaitStrategy;
@@ -38,6 +39,9 @@ public class DisruptorStarter {
      */
     @Resource
     private TracerLogToDbStore tracerLogToDbStore;
+
+    @Resource
+    private ActionLogToDbStore actionLogToDbStore;
     /**
      * 队列最大容量，1024*16，也就是RingBuffer大小，必须是2的N次方
      */
@@ -55,7 +59,7 @@ public class DisruptorStarter {
         // 创建10个消费者来处理同一个生产者发的消息(这10个消费者不重复消费消息)
         TracerConsumer[] consumers = new TracerConsumer[threadCount];
         for (int i = 0; i < consumers.length; i++) {
-            consumers[i] = new TracerConsumer(tracerModelToDbStore, tracerLogToDbStore);
+            consumers[i] = new TracerConsumer(tracerModelToDbStore, tracerLogToDbStore,actionLogToDbStore);
         }
         disruptor.handleEventsWithWorkerPool(consumers);
 

worker/src/main/java/com/inscloudtech/alog/worker/disruptor/TracerConsumer.java

@@ -1,13 +1,18 @@
 package com.inscloudtech.alog.worker.disruptor;
 
+
 import com.inscloudtech.alog.common.constant.Constant;
 import com.inscloudtech.alog.common.constant.LogTypeEnum;
+import com.inscloudtech.alog.common.model.ActionLogMessage;
 import com.inscloudtech.alog.common.model.RunLogMessage;
-import com.inscloudtech.alog.common.utils.FastJsonUtils;
+import cn.hutool.core.bean.BeanUtil;
+import com.inscloudtech.alog.common.utils.IdWorker;
 import com.inscloudtech.alog.common.utils.ProtostuffUtils;
 import com.inscloudtech.alog.common.utils.ZstdUtils;
 import com.inscloudtech.alog.common.model.TracerBean;
 import com.inscloudtech.alog.common.model.TracerData;
+import com.inscloudtech.alog.worker.domain.ActionLog;
+import com.inscloudtech.alog.worker.store.ActionLogToDbStore;
 import com.inscloudtech.alog.worker.store.TracerLogToDbStore;
 import com.inscloudtech.alog.worker.store.TracerModelToDbStore;
 import com.lmax.disruptor.WorkHandler;
@@ -21,7 +26,6 @@ import java.time.ZoneId;
 import java.time.format.DateTimeFormatter;
 import java.util.*;
 import java.util.concurrent.atomic.LongAdder;
-
 /**
  * TracerConsumer
  *
@@ -47,12 +51,15 @@ public class TracerConsumer implements WorkHandler<OneTracer> {
      */
     private TracerLogToDbStore tracerLogToDbStore;
 
+    private ActionLogToDbStore actionLogToDbStore;
+
     private static final DateTimeFormatter DEFAULT_FORMATTER = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
 
 
-    public TracerConsumer(TracerModelToDbStore tracerModelToDbStore, TracerLogToDbStore tracerLogToDbStore) {
+    public TracerConsumer(TracerModelToDbStore tracerModelToDbStore, TracerLogToDbStore tracerLogToDbStore,ActionLogToDbStore actionLogToDbStore) {
         this.tracerModelToDbStore = tracerModelToDbStore;
         this.tracerLogToDbStore = tracerLogToDbStore;
+        this.actionLogToDbStore = actionLogToDbStore;
     }
 
     @Override
@@ -87,9 +94,23 @@ public class TracerConsumer implements WorkHandler<OneTracer> {
         } else if (LogTypeEnum.SPAN.equals(tracerData.getType())){
             dealFilterModel(tracerData.getTracerBeanList());
         }else{
-            String s = FastJsonUtils.convertObjectToJSON(tracerData.getActionLogs());
-//            ACTION_LOG
-            logger.info("接收到行为日志{}",s);
+            dealActionLog(tracerData.getActionLogs());
+        }
+    }
+
+    /**
+     * 处理中途日志
+     */
+    private void dealActionLog(List<ActionLogMessage> actionLogMessages) {
+        if (actionLogMessages == null) {
+            return;
+        }
+        for (ActionLogMessage runLogMessage : actionLogMessages) {
+            ActionLog actionLog = new ActionLog();
+            BeanUtil.copyProperties(runLogMessage,actionLog);
+            long tracerId = IdWorker.nextIdWithAppId(actionLog.getAppId());
+            actionLog.setLogId(tracerId);
+            actionLogToDbStore.offer(actionLog);
         }
     }
 

worker/src/main/java/com/inscloudtech/alog/worker/domain/ActionLog.java

@@ -0,0 +1,119 @@
+package com.inscloudtech.alog.worker.domain;
+
+
+import com.baomidou.mybatisplus.annotation.TableId;
+import com.baomidou.mybatisplus.annotation.TableName;
+import lombok.Data;
+
+import java.util.Date;
+
+
+/**
+ * 示例用户 stock
+ * @author inscloudtech
+ * @date 2023-07-27
+ */
+@Data
+@TableName(autoResultMap = true)
+public class ActionLog {
+
+    private static final long serialVersionUID=1L;
+
+    /**
+     * 时间创建时间
+     */
+    private Date createTime;
+
+    /**
+     * 日志主键
+     */
+    @TableId
+    private long logId;
+
+    private long appId;
+    /**
+     * 操作模块
+     */
+    private String businessName;
+    /**
+     * 业务类型（0其它 1新增 2修改 3删除）
+     */
+    private Integer businessType;
+
+    /**
+     * 请求方法
+     */
+    private String method;
+    /**
+     * 请求方式
+     */
+    private String requestMethod;
+    /**
+     * 操作人员（0用户 1系统自动）
+     */
+    private Integer operatorType;
+    /**
+     * 操作人员Id
+     */
+    private String operUid;
+
+    /**
+     * 操作人员
+     */
+    private String operUserName;
+    /**
+     * 部门名称
+     */
+    private String deptName;
+    /**
+     * 请求url
+     */
+    private String operUrl;
+    /**
+     * 操作地址
+     */
+    private String operIp;
+    /**
+     * 操作地点
+     */
+    private String operLocation;
+    /**
+     * 请求参数
+     */
+    private String operParam;
+    /**
+     * 返回参数
+     */
+    private String jsonResult;
+    /**
+     * 操作状态（0正常 1异常）
+     */
+    private Integer status;
+    /**
+     * 错误消息
+     */
+    private String errorMsg;
+    /**
+     * 操作时间
+     */
+    private Date operTime;
+    /**
+     * 更新前值
+     */
+    private String beforeValue;
+
+    /**
+     * 更新新后
+     */
+    private String afterValue;
+
+    /**
+     * 业务数据id
+     */
+    private Long businessId;
+
+    /**
+     * 响应时间
+     */
+    private long responseTime;
+}

worker/src/main/java/com/inscloudtech/alog/worker/mapper/ActionLogMapper.java

@@ -0,0 +1,12 @@
+package com.inscloudtech.alog.worker.mapper;
+
+
+
+import com.baomidou.mybatisplus.core.mapper.BaseMapper;
+import com.inscloudtech.alog.worker.domain.ActionLog;
+import org.apache.ibatis.annotations.Mapper;
+
+@Mapper
+public interface ActionLogMapper extends BaseMapper<ActionLog> {
+
+}

worker/src/main/java/com/inscloudtech/alog/worker/service/ActionLogService.java

@@ -0,0 +1,10 @@
+package com.inscloudtech.alog.worker.service;
+
+
+import com.baomidou.mybatisplus.extension.service.IService;
+import com.inscloudtech.alog.worker.domain.ActionLog;
+
+
+public interface ActionLogService extends IService<ActionLog> {
+
+}

worker/src/main/java/com/inscloudtech/alog/worker/service/impl/ActionLogServiceImpl.java

@@ -0,0 +1,13 @@
+package com.inscloudtech.alog.worker.service.impl;
+
+import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
+
+import com.inscloudtech.alog.worker.domain.ActionLog;
+import com.inscloudtech.alog.worker.mapper.ActionLogMapper;
+import com.inscloudtech.alog.worker.service.ActionLogService;
+import org.springframework.stereotype.Service;
+
+@Service
+public class ActionLogServiceImpl extends ServiceImpl<ActionLogMapper, ActionLog> implements ActionLogService {
+
+}

worker/src/main/java/com/inscloudtech/alog/worker/store/ActionLogToDbStore.java

@@ -4,8 +4,12 @@ import com.inscloudtech.alog.common.utils.AsyncPool;
 import com.inscloudtech.alog.common.utils.AsyncWorker;
 import com.inscloudtech.alog.common.utils.CollectionUtil;
 import com.inscloudtech.alog.worker.db.Db;
+import com.inscloudtech.alog.worker.domain.ActionLog;
+import com.inscloudtech.alog.worker.service.ActionLogService;
+import lombok.extern.slf4j.Slf4j;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Component;
 
@@ -25,20 +29,16 @@ import java.util.concurrent.atomic.LongAdder;
  * @date 2021-08-21
  */
 @Component
+@Slf4j
 public class ActionLogToDbStore {
     /**
      * 待入库的数据
      */
-    private LinkedBlockingQueue<Map<String, Object>> modelQueue;
-    /**
-     * logger
-     */
-    private Logger logger = LoggerFactory.getLogger(getClass());
+    private LinkedBlockingQueue<ActionLog> modelQueue;
+
     /**
      * db
      */
-    @Resource
-    private Db db;
     /**
      * 已入库总数量
      */
@@ -47,7 +47,7 @@ public class ActionLogToDbStore {
      * 每批往ck写多少条
      */
     @Value("${clickhouse.batchSize}")
-    private String batchSize;
+    private int batchSize;
     /**
      * 几个线程去入库
      */
@@ -66,14 +66,17 @@ public class ActionLogToDbStore {
     /**
      * 写入队列
      */
-    public void offer(Map<String, Object> map) {
-        boolean success = modelQueue.offer(map);
+    public void offer(ActionLog actionLog) {
+        boolean success = modelQueue.offer(actionLog);
         //如果队列已满，则做其他处理
         if (!success) {
 
         }
     }
 
+    @Autowired
+    ActionLogService actionLogService;
+
     /**
      * 入库
      */
@@ -91,17 +94,19 @@ public class ActionLogToDbStore {
                 }
                 while (true) {
                     try {
-                        List<Map<String, Object>> tempModels = new ArrayList<>();
+                        List<ActionLog> tempModels = new ArrayList<>();
                         //每1s入库一次
-                        AsyncWorker.drain(modelQueue, tempModels, Integer.parseInt(batchSize), interval, TimeUnit.SECONDS);
+                        AsyncWorker.drain(modelQueue, tempModels, batchSize, interval, TimeUnit.SECONDS);
                         if (CollectionUtil.isEmpty(tempModels)) {
                             continue;
                         }
 
                         //批量插入
-                        int successCount = db.insertAll("tracer_model", tempModels);
-                        totalInsertCount.add(successCount);
-                        logger.info("model成功入库 " + tempModels.size() + " 条, 累计已入库 " + totalInsertCount.longValue() + ", 待入库队列size " + modelQueue.size());
+                        actionLogService.saveBatch(tempModels,batchSize);
+
+
+                        totalInsertCount.add(tempModels.size());
+                        log.info("model成功入库 " + tempModels.size() + " 条, 累计已入库 " + totalInsertCount.longValue() + ", 待入库队列size " + modelQueue.size());
 
                     } catch (Exception e) {
                         e.printStackTrace();

worker/src/main/resources/jlog.sql → worker/src/main/resources/alog.sql

@@ -39,8 +39,10 @@ CREATE TABLE tracer_log (
 CREATE TABLE action_log  (
                                         log_id Int64 COMMENT '日志主键',
                                         app_id Int8 COMMENT '应用id',
-                                        title String COMMENT '分类名称',
+
                                         method String COMMENT '方法名称',
+                                        business_name String COMMENT '操作模块',
+                                        business_type  String COMMENT '业务类型',
                                         request_method String COMMENT '请求方式',
                                         operator_type Int8  COMMENT '操作人员（0用户 1系统自动）',
                                         oper_uid String COMMENT '操作人员id',
@@ -61,6 +63,6 @@ CREATE TABLE action_log  (
 )
                                         ENGINE = MergeTree()
                                             PARTITION BY toYYYYMMDD ( create_time )
-                                            ORDER BY ( app_id, create_time )
+                                            ORDER BY ( log_id, create_time )
                                             PRIMARY key log_id;
 

worker/src/main/resources/application.yml

@@ -9,12 +9,16 @@ queue:
 
 server:
   port: 8086
-#spring:
-#  datasource:
-#    driverClassName: ru.yandex.clickhouse.ClickHouseDriver
-#      url: jdbc:clickhouse://192.168.3.20:8123/default
-#      username: default
-#      password:
+spring:
+  datasource:
+    driverClassName: ru.yandex.clickhouse.ClickHouseDriver
+    url: jdbc:clickhouse://192.168.3.20:8123/default
+    username: default
+    password:
+    initialSize: 5
+    maxActive: 100
+    minIdle: 10
+    maxWait: 6000
 
 #ck信息，自行修改
 clickhouse:
@@ -35,3 +39,26 @@ log:
 
 # 此处仅供参考和测试
 workers: "['192.268.1.2:8888','192.268.1.3:8888']"
+mybatis-plus:
+  # 不支持多包, 如有需要可在注解配置 或 提升扫包等级
+  # 例如 com.**.**.mapper
+  mapperPackage: com.inscloudtech.**.mapper
+  # 对应的 XML 文件位置
+  mapperLocations: classpath*:mapper/**/*Mapper.xml
+  # 实体扫描，多个package用逗号或者分号分隔
+  typeAliasesPackage: com.inscloudtech.**.domain
+  # 启动时是否检查 MyBatis XML 文件的存在，默认不检查
+  checkConfigLocation: false
+  configuration:
+    # 自动驼峰命名规则（camel case）映射
+    mapUnderscoreToCamelCase: true
+    # MyBatis 自动映射策略
+    # NONE：不启用 PARTIAL：只对非嵌套 resultMap 自动映射 FULL：对所有 resultMap 自动映射
+    autoMappingBehavior: PARTIAL
+    # MyBatis 自动映射时未知列或未知属性处理策
+    # NONE：不做处理 WARNING：打印相关警告 FAILING：抛出异常和详细信息
+    autoMappingUnknownColumnBehavior: NONE
+    # 更详细的日志输出 会有性能损耗 org.apache.ibatis.logging.stdout.StdOutImpl
+    # 关闭日志记录 (可单纯使用 p6spy 分析) org.apache.ibatis.logging.nologging.NoLoggingImpl
+    # 默认日志输出 org.apache.ibatis.logging.slf4j.Slf4jImpl
+    logImpl: org.apache.ibatis.logging.nologging.NoLoggingImpl