diff --git a/docs/zh-cn/configuration/output-plugins/Clickhouse.md b/docs/zh-cn/configuration/output-plugins/Clickhouse.md
index 7b05e97db2c..2443a3bc597 100644
--- a/docs/zh-cn/configuration/output-plugins/Clickhouse.md
+++ b/docs/zh-cn/configuration/output-plugins/Clickhouse.md
@@ -18,6 +18,8 @@
 | [fields](#fields-array) | array | yes |-|
 | [host](#host-string) | string | yes |-|
 | [password](#password-string) | string | no |-|
+| [retry](#retry-number) | number| no |1|
+| [retry_codes](#password-array) | array | no |[ ]|
 | [table](#table-string) | string | yes |-|
 | [username](#username-string) | string | no |-|
 
@@ -28,27 +30,37 @@
 
 ##### database [string]
 
-Clickhouse database
+ClickHouse database
 
 ##### fields [array]
 
-需要输出到Clickhouose的数据字段。
+需要输出到ClickHouse的数据字段。
 
 ##### host [string]
 
-Clickhouse集群地址，格式为host:port，允许指定多个host。如"host1:8123,host2:8123"。
+ClickHouse集群地址，格式为host:port，允许指定多个host。如"host1:8123,host2:8123"。
 
 ##### password [string]
 
-Clickhouse用户密码，仅当Clickhouse中开启权限时需要此字段。
+ClickHouse用户密码，仅当ClickHouse中开启权限时需要此字段。
+
+#### retry [number]
+
+重试次数，默认为1次
+
+##### retry_codes [array]
+
+出现异常时，会重试操作的ClickHouse异常错误码。详细错误码列表参考 [ClickHouseErrorCode](https://github.com/yandex/clickhouse-jdbc/blob/master/src/main/java/ru/yandex/clickhouse/except/ClickHouseErrorCode.java)
+
+如果多次重试都失败，将会丢弃这个批次的数据，慎用！！
 
 ##### table [string]
 
-Clickhouse 表名
+ClickHouse 表名
 
 ##### username [string]
 
-Clickhouse用户用户名，仅当Clickhouse中开启权限时需要此字段
+ClickHouse用户用户名，仅当ClickHouse中开启权限时需要此字段
 
 ##### clickhouse [string]
 
@@ -94,3 +106,18 @@ clickhouse {
 }
 ```
 
+```
+ClickHouse {
+    host = "localhost:8123"
+    database = "nginx"
+    table = "access_msg"
+    fields = ["date", "datetime", "hostname", "http_code", "data_size", "ua", "request_time"]
+    username = "username"
+    password = "password"
+    bulk_size = 20000
+    retry_codes = [209, 210]
+    retry = 3
+}
+```
+
+> 当出现网络超时或者网络异常的情况下，重试写入3次
\ No newline at end of file
diff --git a/waterdrop-core/src/main/scala/io/github/interestinglab/waterdrop/output/batch/Clickhouse.scala b/waterdrop-core/src/main/scala/io/github/interestinglab/waterdrop/output/batch/Clickhouse.scala
index f2e83e8fdb5..55263eacdb8 100644
--- a/waterdrop-core/src/main/scala/io/github/interestinglab/waterdrop/output/batch/Clickhouse.scala
+++ b/waterdrop-core/src/main/scala/io/github/interestinglab/waterdrop/output/batch/Clickhouse.scala
@@ -8,12 +8,14 @@ import com.typesafe.config.{Config, ConfigFactory}
 import io.github.interestinglab.waterdrop.apis.BaseOutput
 import io.github.interestinglab.waterdrop.config.TypesafeConfigUtils
 import org.apache.spark.sql.{Dataset, Row, SparkSession}
+import ru.yandex.clickhouse.except.{ClickHouseException, ClickHouseUnknownException}
 import ru.yandex.clickhouse.{BalancedClickhouseDataSource, ClickHouseConnectionImpl, ClickHousePreparedStatement}
 
 import scala.collection.JavaConversions._
 import scala.collection.immutable.HashMap
 import scala.collection.mutable.WrappedArray
 import scala.util.matching.Regex
+import scala.util.{Failure, Success, Try}
 
 class Clickhouse extends BaseOutput {
 
@@ -22,6 +24,7 @@ class Clickhouse extends BaseOutput {
   var initSQL: String = _
   var table: String = _
   var fields: java.util.List[String] = _
+  var retryCodes: java.util.List[Integer] = _
   var config: Config = ConfigFactory.empty()
   val clickhousePrefix = "clickhouse."
   val properties: Properties = new Properties()
@@ -100,16 +103,21 @@ class Clickhouse extends BaseOutput {
 
     val defaultConfig = ConfigFactory.parseMap(
       Map(
-        "bulk_size" -> 20000
+        "bulk_size" -> 20000,
+        // "retry_codes" -> util.Arrays.asList(ClickHouseErrorCode.NETWORK_ERROR.code),
+        "retry_codes" -> util.Arrays.asList(),
+        "retry" -> 1
       )
     )
     config = config.withFallback(defaultConfig)
+    retryCodes = config.getIntList("retry_codes")
     super.prepare(spark)
   }
 
   override def process(df: Dataset[Row]): Unit = {
     val dfFields = df.schema.fieldNames
     val bulkSize = config.getInt("bulk_size")
+    val retry = config.getInt("retry")
     df.foreachPartition { iter =>
       val executorBalanced = new BalancedClickhouseDataSource(this.jdbcLink, this.properties)
       val executorConn = executorBalanced.getConnection.asInstanceOf[ClickHouseConnectionImpl]
@@ -122,12 +130,38 @@ class Clickhouse extends BaseOutput {
         statement.addBatch()
 
         if (length >= bulkSize) {
-          statement.executeBatch()
+          execute(statement, retry)
           length = 0
         }
       }
 
-      statement.executeBatch()
+      execute(statement, retry)
+    }
+  }
+
+  private def execute(statement: ClickHousePreparedStatement, retry: Int): Unit = {
+    val res = Try(statement.executeBatch())
+    res match {
+      case Success(_) => logInfo("Insert into ClickHouse succeed")
+      case Failure(e: ClickHouseException) => {
+        val errorCode = e.getErrorCode
+        if (retryCodes.contains(errorCode)) {
+          logError("Insert into ClickHouse failed. Reason: ", e)
+          if (retry > 0) {
+            execute(statement, retry - 1)
+          } else {
+            logError("Insert into ClickHouse failed and retry failed, drop this bulk.")
+          }
+        } else {
+          throw e
+        }
+      }
+      case Failure(e: ClickHouseUnknownException) => {
+        throw e
+      }
+      case Failure(e: Exception) => {
+        throw e
+      }
     }
   }