添加Dockerfile + 报文数据解析

Dockerfile

@@ -0,0 +1,21 @@
+FROM anolis-registry.cn-zhangjiakou.cr.aliyuncs.com/openanolis/openjdk:17-8.6
+
+
+# 暴露端口号
+EXPOSE 10003/tcp
+
+
+# 挂载目录位置
+VOLUME /home/logs/fate-common-datasource
+
+#构造 复制外部文件到docker 内部
+COPY /fate-modules-service/target/fance-menghang-service.jar /home/app.jar
+
+# 工作目录 exec -it 进来就是默认这个目录
+WORKDIR /home
+
+# 指定东八区
+RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > .etc.timezone
+
+# 启动java程序
+CMD ["java","-Dfile.encoding=UTF-8","-jar","/home/app.jar"]

fate-modules-common/src/main/java/com/shiyi/analysis/BeanUtils.java

@@ -1,9 +1,9 @@
 package com.shiyi.analysis;
 
 import com.fate.common.core.exception.ServiceException;
+import lombok.extern.log4j.Log4j2;
 import org.apache.commons.lang3.StringUtils;
-import org.slf4j.Logger;
+
-import org.slf4j.LoggerFactory;
 
 import java.lang.reflect.InvocationTargetException;
 import java.lang.reflect.Method;
@@ -19,8 +19,10 @@ import static org.springframework.beans.BeanUtils.copyProperties;
  * @Author : YangHaoYu
  * @Date: 2023-11-22 21:49
  */
+
+@Log4j2
 public class BeanUtils {
-    private static final Logger log = LoggerFactory.getLogger(BeanUtils.class);
+    //private static final Logger log = LoggerFactory.getLogger(BeanUtils.class);
     /** Bean方法名中属性名开始的下标 */
     private static final int BEAN_METHOD_PROP_INDEX = 3;
 

fate-modules-common/src/main/java/com/shiyi/analysis/constants/KafkaConstant.java

@@ -0,0 +1,13 @@
+package com.shiyi.analysis.constants;
+
+/**
+ * @Description : Kafka常量类
+ * @Author : YangHaoYu
+ * @Date: 2023-11-24 13:55
+ */
+public class KafkaConstant {
+
+    public static final String ANALYSIS_MESSAGE = "analysis_message";
+
+    public static final String KAFKA_SERVERS = "123.249.90.97:9092";
+}

fate-modules-common/src/main/java/com/shiyi/analysis/utils/reflex/ReflectUtils.java

@@ -2,10 +2,9 @@ package com.shiyi.analysis.utils.reflex;
 
 import com.shiyi.analysis.utils.date.DateUtils;
 import com.shiyi.analysis.utils.text.Convert;
+import lombok.extern.log4j.Log4j2;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.Validate;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 
 import java.lang.reflect.*;
 import java.util.Date;
@@ -15,6 +14,7 @@ import java.util.Date;
  *
  * @author markGuo
  */
+@Log4j2
 @SuppressWarnings("rawtypes")
 public class ReflectUtils {
     /**
@@ -35,7 +35,7 @@ public class ReflectUtils {
     /**
      * 日志
      */
-    private static Logger logger = LoggerFactory.getLogger(ReflectUtils.class);
+    //private static Logger logger = LoggerFactory.getLogger(ReflectUtils.class);
 
     /**
      * 调用Getter方法.
@@ -88,14 +88,14 @@ public class ReflectUtils {
     public static <E> E getFieldValue(final Object obj, final String fieldName) {
         Field field = getAccessibleField(obj, fieldName);
         if (field == null) {
-            logger.debug("在 [" + obj.getClass() + "] 中，没有找到 [" + fieldName + "] 字段 ");
+            log.debug("在 [" + obj.getClass() + "] 中，没有找到 [" + fieldName + "] 字段 ");
             return null;
         }
         E result = null;
         try {
             result = (E) field.get(obj);
         } catch (IllegalAccessException e) {
-            logger.error("不可能抛出的异常{}", e.getMessage());
+            log.error("不可能抛出的异常{}", e.getMessage());
         }
         return result;
     }
@@ -111,13 +111,13 @@ public class ReflectUtils {
         Field field = getAccessibleField(obj, fieldName);
         if (field == null) {
             // throw new IllegalArgumentException("在 [" + obj.getClass() + "] 中，没有找到 [" + fieldName + "] 字段 ");
-            logger.debug("在 [" + obj.getClass() + "] 中，没有找到 [" + fieldName + "] 字段 ");
+            log.debug("在 [" + obj.getClass() + "] 中，没有找到 [" + fieldName + "] 字段 ");
             return;
         }
         try {
             field.set(obj, value);
         } catch (IllegalAccessException e) {
-            logger.error("不可能抛出的异常: {}", e.getMessage());
+            log.error("不可能抛出的异常: {}", e.getMessage());
         }
     }
 
@@ -140,7 +140,7 @@ public class ReflectUtils {
         }
         Method method = getAccessibleMethod(obj, methodName, parameterTypes);
         if (method == null) {
-            logger.debug("在 [" + obj.getClass() + "] 中，没有找到 [" + methodName + "] 方法 ");
+            log.debug("在 [" + obj.getClass() + "] 中，没有找到 [" + methodName + "] 方法 ");
             return null;
         }
         try {
@@ -166,7 +166,7 @@ public class ReflectUtils {
         Method method = getAccessibleMethodByName(obj, methodName, args.length);
         if (method == null) {
             // 如果为空不报错，直接返回空。
-            logger.debug("在 [" + obj.getClass() + "] 中，没有找到 [" + methodName + "] 方法 ");
+            log.debug("在 [" + obj.getClass() + "] 中，没有找到 [" + methodName + "] 方法 ");
             return null;
         }
         try {
@@ -329,19 +329,19 @@ public class ReflectUtils {
         Type genType = clazz.getGenericSuperclass();
 
         if (!(genType instanceof ParameterizedType)) {
-            logger.debug(clazz.getSimpleName() + "'s superclass not ParameterizedType");
+            log.debug(clazz.getSimpleName() + "'s superclass not ParameterizedType");
             return Object.class;
         }
 
         Type[] params = ((ParameterizedType) genType).getActualTypeArguments();
 
         if (index >= params.length || index < 0) {
-            logger.debug("Index: " + index + ", Size of " + clazz.getSimpleName() + "'s Parameterized Type: "
+            log.debug("Index: " + index + ", Size of " + clazz.getSimpleName() + "'s Parameterized Type: "
                     + params.length);
             return Object.class;
         }
         if (!(params[index] instanceof Class)) {
-            logger.debug(clazz.getSimpleName() + " not set the actual class on superclass generic parameter");
+            log.debug(clazz.getSimpleName() + " not set the actual class on superclass generic parameter");
             return Object.class;
         }
 

fate-modules-remote/src/main/java/com/shiyi/analysis/feign/AnalysisRemote.java

@@ -15,6 +15,11 @@ import java.util.List;
 @FeignClient(name = "fate-fence")
 public interface AnalysisRemote {
 
+    /**
+     * 历史轨迹查询
+     * @param drivingRecord
+     * @return
+     */
     @GetMapping("/list")
     public Result<List<DrivingRecord>> list(DrivingRecord drivingRecord);
 }

fate-modules-remote/src/main/java/com/shiyi/analysis/feign/VehicleFeign.java

@@ -0,0 +1,31 @@
+package com.shiyi.analysis.feign;
+
+import com.fate.common.core.domain.Result;
+import org.springframework.cloud.openfeign.FeignClient;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.PostMapping;
+
+/**
+ * @Description : 远程调用车辆接口
+ * @Author : YangHaoYu
+ * @Date: 2023-11-24 09:28
+ */
+@FeignClient(name = "fate-fence")
+public interface VehicleFeign {
+
+    /**
+     * 修改车辆状态
+     * @param vin
+     * @param status
+     * @return
+     */
+    @PostMapping("/updateVehicleStatus/{vin}/{status}")
+    public Result updateVehicleStatus(@PathVariable("vin") String vin, @PathVariable("status")Integer status);
+
+
+//    @GetMapping("/vehicleList")
+//    public Result<Car> vehicleLists();
+
+
+}

fate-modules-service/.gitignore

@@ -4,6 +4,7 @@ target/
 !**/src/test/**/target/
 
 ### IntelliJ IDEA ###
+/.idea
 .idea/modules.xml
 .idea/jarRepositories.xml
 .idea/compiler.xml
@@ -35,4 +36,4 @@ build/
 .vscode/
 
 ### Mac OS ###
-.DS_Store
+.DS_Store

fate-modules-service/pom.xml

@@ -43,7 +43,65 @@
             <artifactId>fate-modules-fence</artifactId>
             <version>3.6.3</version>
         </dependency>
+        <dependency>
+            <groupId>org.example</groupId>
+            <artifactId>fate-modules-remote</artifactId>
+            <version>3.6.3</version>
+            <scope>compile</scope>
+        </dependency>
+
+
+        <!-- RabbitMq消息队列依赖 -->
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-amqp</artifactId>
+        </dependency>
+
+        <!--        kafka-->
+        <dependency>
+            <groupId>org.springframework.kafka</groupId>
+            <artifactId>spring-kafka</artifactId>
+        </dependency>
+
+        <!--        hippo4j-->
+        <dependency>
+            <groupId>cn.hippo4j</groupId>
+            <artifactId>hippo4j-core-spring-boot-starter</artifactId>
+            <version>1.3.1</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-reload4j</artifactId>
+            <version>1.7.36</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>org.slf4j</groupId>
+                    <artifactId>slf4j-api</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
 
     </dependencies>
 
+
+    <build>
+        <finalName>${project.artifactId}</finalName>
+        <plugins>
+            <plugin>
+                <groupId>org.springframework.boot</groupId>
+                <artifactId>spring-boot-maven-plugin</artifactId>
+                <version>2.7.2</version>
+                <executions>
+                    <execution>
+                        <goals>
+                            <goal>repackage</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+
 </project>

fate-modules-service/src/main/java/com/shiyi/analysis/config/KafkaConsumer.java

@@ -1,11 +1,30 @@
 package com.shiyi.analysis.config;
 
+import com.alibaba.fastjson2.JSON;
+import com.shiyi.analysis.constants.HBaseConstant;
+import com.shiyi.analysis.constants.KafkaConstant;
+import com.shiyi.analysis.constants.RabbitConstants;
+import com.shiyi.analysis.constants.RedisConstants;
+import com.shiyi.analysis.domain.VehicleMessage;
+import com.shiyi.analysis.feign.VehicleFeign;
+import com.shiyi.analysis.handler.MessageHandler;
 import com.shiyi.analysis.service.HbaseService;
 import lombok.extern.log4j.Log4j2;
+import org.apache.kafka.clients.consumer.ConsumerRecord;
+import org.springframework.amqp.rabbit.core.RabbitTemplate;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.data.redis.core.RedisTemplate;
+import org.springframework.kafka.annotation.KafkaListener;
 import org.springframework.stereotype.Component;
 
+import java.io.IOException;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Optional;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ThreadPoolExecutor;
+
 /**
  * @Description : KafKa消费者端
  * @Author : YangHaoYu
@@ -21,6 +40,66 @@ public class KafkaConsumer {
     @Autowired
     private RedisTemplate redisTemplate;
 
-//    @Autowired
+    @Autowired
-//    private VehicleFeign vehicleFeign;
+    private VehicleFeign vehicleFeign;
+
+    @Autowired
+    private RabbitTemplate rabbitTemplate;
+
+    @Autowired
+    private ThreadPoolExecutor alanAnalysisThreadPool;
+
+    private ExecutorService executorService = Executors.newFixedThreadPool(Runtime.getRuntime().availableProcessors() * 2);
+
+    private SimpleDateFormat tableNamemat = new SimpleDateFormat("yyyy-MM-dd");
+
+    /**
+     *kafka消息接收端
+     * @param consumerRecord
+     */
+    @KafkaListener(topics = KafkaConstant.ANALYSIS_MESSAGE)
+    public void OnMmessage(ConsumerRecord<?,?> consumerRecord){
+        //提交到线程池里
+        alanAnalysisThreadPool.submit(() ->{
+
+        });
+    }
+
+
+    /**
+     * 消息处理方法
+     * @param consumerRecord ConsumerRecord对象
+     */
+    public void messageHandler(ConsumerRecord<?,?> consumerRecord){
+        Optional<?> value = Optional.ofNullable(consumerRecord.value());
+        log.info("partition:"+consumerRecord.partition());
+        log.info("key:"+consumerRecord.key());
+        if (value.isPresent()){
+            // 获取到消息内容
+            Object object = value.get();
+            log.info("topic：{}，分区：{}，KafKa接收到的消息：{}","vehicle_message",consumerRecord.partition(),object);
+            String objectMessage = (String) object;
+            // 将车辆消息转换为实体类
+            VehicleMessage vehicleMessage = MessageHandler.messageTranslated(objectMessage);
+            // 将车辆实时数据存入redis
+            redisTemplate.opsForValue().set(RedisConstants.CURRENT_INFO+":"+vehicleMessage.getVin(),vehicleMessage);
+            // 车辆故障处理
+            rabbitTemplate.convertSendAndReceive(RabbitConstants.FAULT_HANDLER_QUEUE,objectMessage);
+            // 车辆围栏处理
+            rabbitTemplate.convertSendAndReceive(RabbitConstants.FENCE_HANDLER_QUEUE, JSON.toJSONString(vehicleMessage));
+            try {
+                String tableName = HBaseConstant.HBASE_TABLE_PREFIX + tableNamemat.format(new Date(vehicleMessage.getTime()));
+                log.info("信息入库;database:{}，vin：{}，time：{}",tableName,vehicleMessage.getVin(),System.currentTimeMillis());
+                // 将信息添加到hbase
+                hbaseService.insertRecordsForObj(tableName,vehicleMessage.getVin()+ ":" +vehicleMessage.getTime(),"info",vehicleMessage);
+            }catch (Exception e){
+                log.info("添加hbase出错：{}",e.getMessage());
+            }
+        }
+    }
+
+
+
+
+
 }

fate-modules-service/src/main/java/com/shiyi/analysis/config/RabbitConfig.java

@@ -0,0 +1,39 @@
+package com.shiyi.analysis.config;
+
+import com.shiyi.analysis.constants.RabbitConstants;
+import org.springframework.amqp.core.Queue;
+import org.springframework.context.annotation.Bean;
+import org.springframework.stereotype.Component;
+
+
+
+/**
+ * @Description :Rabbit故障处理
+ * @Author : YangHaoYu
+ * @Date: 2023-11-26 10:04
+ */
+@Component
+public class RabbitConfig {
+
+
+    /**
+     * 创建故障处理队列
+     * @return
+     */
+    @Bean
+    public Queue initFaultHandlerQueue(){
+        return new Queue(RabbitConstants.FAULT_HANDLER_QUEUE,true);
+    }
+
+    /**
+     * 创建围栏处理队列
+     * @return
+     */
+    @Bean
+    public Queue initFenceHandlerQueue(){
+        return new Queue(RabbitConstants.FENCE_HANDLER_QUEUE,true);
+    }
+
+
+
+}

fate-modules-service/src/main/java/com/shiyi/analysis/config/RunnerAfter.java

@@ -0,0 +1,34 @@
+package com.shiyi.analysis.config;
+
+import com.shiyi.analysis.constants.HBaseConstant;
+import com.shiyi.analysis.service.impl.HbaseServiceimpl;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.boot.ApplicationArguments;
+import org.springframework.boot.ApplicationRunner;
+import org.springframework.stereotype.Component;
+
+import java.text.SimpleDateFormat;
+import java.util.Date;
+
+/**
+ * @Description :
+ * @Author : YangHaoYu
+ * @Date: 2023-11-26 10:11
+ */
+@Component
+public class RunnerAfter implements ApplicationRunner {
+
+    @Autowired
+    private HbaseServiceimpl hbaseServiceimpl;
+
+
+    @Override
+    public void run(ApplicationArguments args) throws Exception {
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyy_MM-dd");
+        String format = sdf.format(new Date());
+        //项目启动时根据当前时间判断是否建表
+        if (hbaseServiceimpl.isisTableExists(HBaseConstant.HBASE_TABLE_PREFIX+format)){
+            hbaseServiceimpl.createTable(HBaseConstant.HBASE_TABLE_PREFIX+format,new String[]{"info"});
+        }
+    }
+}

fate-modules-service/src/main/java/com/shiyi/analysis/config/ThreadPoolConfig.java

@@ -0,0 +1,33 @@
+package com.shiyi.analysis.config;
+
+import cn.hippo4j.core.executor.DynamicThreadPool;
+import cn.hippo4j.core.executor.support.ThreadPoolBuilder;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+
+import java.util.concurrent.ThreadPoolExecutor;
+
+/**
+ * @Description :
+ * @Author : YangHaoYu
+ * @Date: 2023-11-26 10:34
+ */
+@Configuration
+public class ThreadPoolConfig {
+    @Bean
+    @DynamicThreadPool
+    public ThreadPoolExecutor aAnalysisThreadPool() {
+        // 创建一个分析线程池
+        String threadPoolId = "fate-analysis";
+        // 使用线程工厂和线程池ID创建线程池构建器
+        ThreadPoolExecutor threadPoolBuilder = ThreadPoolBuilder.builder()
+                .threadFactory(threadPoolId)
+                .threadPoolId(threadPoolId)
+                .dynamicPool()
+                .build();
+        // 返回线程池构建器
+        return threadPoolBuilder;
+    }
+
+
+}

fate-modules-service/src/main/java/com/shiyi/analysis/config/TimeConfig.java

@@ -0,0 +1,40 @@
+package com.shiyi.analysis.config;
+
+import com.shiyi.analysis.constants.HBaseConstant;
+import com.shiyi.analysis.service.impl.HbaseServiceimpl;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Component;
+
+import java.io.IOException;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+
+/**
+ * @Description :
+ * @Author : YangHaoYu
+ * @Date: 2023-11-26 10:42
+ */
+@Component
+public class TimeConfig {
+
+    @Autowired
+    private HbaseServiceimpl hbaseServiceimpl;
+
+    private SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
+
+
+    /**
+     *定时任务每日创建表重新赋值新表地址
+     * @throws IOException
+     */
+    @Scheduled(cron = "0 0 0 * * ?")
+    public void flushNowDay() throws IOException {
+        String format = sdf.format(new Date());
+        //判断表是否存在
+        if(hbaseServiceimpl.isisTableExists(HBaseConstant.HBASE_TABLE_PREFIX+format)){
+            //不存在 创建表
+            hbaseServiceimpl.createTable(HBaseConstant.HBASE_TABLE_PREFIX+format,new String[]{"info"});
+        }
+    }
+}

fate-modules-service/src/main/java/com/shiyi/analysis/hbase/exception/HBaseException.java

@@ -8,4 +8,8 @@ package com.shiyi.analysis.hbase.exception;
 public class HBaseException extends  RuntimeException{
 
     public HBaseException(String message){super(message);}
+
+    public HBaseException(String message, Throwable cause) {
+        super(message, cause);
+    }
 }

fate-modules-service/src/main/java/com/shiyi/analysis/hbase/instance/HBaseInstance.java

@@ -4,6 +4,7 @@ import com.shiyi.analysis.hbase.config.HbaseConfig;
 import lombok.extern.log4j.Log4j2;
 import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.hbase.HBaseConfiguration;
+import org.apache.hadoop.hbase.client.Admin;
 import org.apache.hadoop.hbase.client.Connection;
 import org.apache.hadoop.hbase.client.ConnectionFactory;
 import org.springframework.context.annotation.Bean;
@@ -39,4 +40,15 @@ public class HBaseInstance {
             return null;
         }
     }
+
+
+    @Bean(name = "hbaseAdmin")
+    public Admin initAdmin(Connection connection){
+        try {
+            return connection.getAdmin();
+        }catch (Exception e){
+            log.error("创建HBase管理API出错",e);
+            return null;
+        }
+    }
 }

fate-modules-service/src/main/java/com/shiyi/analysis/service/HbaseService.java

@@ -2,6 +2,7 @@ package com.shiyi.analysis.service;
 
 import com.shiyi.analysis.domain.VehicleMessage;
 
+import java.io.IOException;
 import java.util.Collection;
 
 /**
@@ -13,4 +14,11 @@ public interface HbaseService {
     Collection<? extends VehicleMessage> scanRange(String tablename, String start, String end);
 
     Collection<? extends VehicleMessage> scanRangeByStart(String tablename, String start);
+
+    void insertRecordsForObj(String tableName, String row, String columnFamilys, VehicleMessage vehicleMessage) throws IOException;
+
+
+    boolean isisTableExists(String tableName) throws IOException;
+
+    void createTable(String tableName, String[] columnFamily) throws IOException;
 }

fate-modules-service/src/main/java/com/shiyi/analysis/service/impl/HbaseServiceimpl.java

@@ -6,16 +6,22 @@ import com.shiyi.analysis.service.HbaseService;
 import lombok.SneakyThrows;
 import lombok.extern.log4j.Log4j2;
 import org.apache.hadoop.hbase.Cell;
+import org.apache.hadoop.hbase.HColumnDescriptor;
+import org.apache.hadoop.hbase.HTableDescriptor;
 import org.apache.hadoop.hbase.TableName;
 import org.apache.hadoop.hbase.client.*;
 import org.apache.hadoop.hbase.util.Bytes;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;
 
+import java.io.IOException;
+import java.lang.reflect.Field;
 import java.lang.reflect.Method;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.Collection;
 import java.util.List;
+import java.util.stream.Collectors;
 
 /**
  * @Description : 数据业务层
@@ -78,7 +84,7 @@ public class HbaseServiceimpl implements HbaseService {
             List<Cell> cells = result.listCells();
             for (Cell cell : cells){
                 String rowkey = Bytes.toString(cell.getRowArray(),cell.getRowOffset(),cell.getRowLength());
-                //获取列族名
+                //获取组名
                 String familyName = Bytes.toString(cell.getFamilyArray(),cell.getFamilyOffset(),cell.getFamilyLength());
                 //获取列名
                 String columnName = Bytes.toString(cell.getQualifierArray(),cell.getQualifierOffset(),cell.getQualifierLength());
@@ -91,4 +97,46 @@ public class HbaseServiceimpl implements HbaseService {
         }
         return messages;
     }
+
+    @Override
+    public void insertRecordsForObj(String tableName, String row, String columnFamilys, VehicleMessage vehicleMessage) throws IOException {
+        TableName name = TableName.valueOf(String.valueOf(tableName));
+        Table table = connection.getTable(name);
+        Put put = new Put(Bytes.toBytes(row));
+        Class<? extends VehicleMessage> aClass = vehicleMessage.getClass();
+        Field[] declaredFields = aClass.getDeclaredFields();
+        List<String> collect = Arrays.stream(declaredFields).map(Field::getName).collect(Collectors.toList());
+        List<String> values =Arrays.stream(declaredFields).map(temp ->{
+            return String.valueOf(BeanUtils.getGetterMethodValue(aClass, temp.getName(),vehicleMessage));
+        }).collect(Collectors.toList());
+        for (int i = 0; i < collect.size(); i++) {
+            put.addColumn(Bytes.toBytes(columnFamilys),Bytes.toBytes(collect.get(i)),Bytes.toBytes(values.get(i)));
+            table.put(put);
+        }
+    }
+
+
+    @Override
+    public boolean isisTableExists(String tableName) throws IOException {
+        Admin admin = connection.getAdmin();
+        return admin.tableExists(TableName.valueOf(tableName));
+    }
+
+    @Override
+    public void createTable(String tableName, String[] columnFamily) throws IOException {
+        TableName name = TableName.valueOf(tableName);
+        //如果存在则删除
+        if (admin.tableExists(name)) {
+            admin.disableTable(name);
+            admin.deleteTable(name);
+            log.info("该数据表已被创建，表名：{}",name);
+        }else {
+            HTableDescriptor desc = new HTableDescriptor(name);
+
+            for (String cf : columnFamily) {
+                desc.addFamily(new HColumnDescriptor(cf));
+            }
+            admin.createTable(desc);
+        }
+    }
 }