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Posted to commits@inlong.apache.org by GitBox <gi...@apache.org> on 2022/01/26 13:02:11 UTC

[GitHub] [incubator-inlong] imvan opened a new pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

imvan opened a new pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359


   ### [INLONG-1896][Feature][Sort]  SInlong-Sort-Standalone support to sort the events to Kafka clusters.
   
   Fixes #1896 
   
   ### Motivation
   
   Enable sort-standalone sort the events to kafka clusters
   
   ### Modifications
   
   *Describe the modifications you've done.*
   
   ### Verifying this change
   
   - [ ] Make sure that the change passes the CI checks.
   
   *(Please pick either of the following options)*
   
   This change is a trivial rework / code cleanup without any test coverage.
   
   *(or)*
   
   This change is already covered by existing tests, such as *(please describe tests)*.
   
   *(or)*
   
   This change added tests and can be verified as follows:
   
   *(example:)*
     - *Added integration tests for end-to-end deployment with large payloads (10MB)*
     - *Extended integration test for recovery after broker failure*
   
   ### Documentation
   
     - Does this pull request introduce a new feature? (yes / no)
     - If yes, how is the feature documented? (not applicable / docs / JavaDocs / not documented)
     - If a feature is not applicable for documentation, explain why?
     - If a feature is not documented yet in this PR, please create a followup issue for adding the documentation
   


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[GitHub] [incubator-inlong] imvan commented on a change in pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
imvan commented on a change in pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359#discussion_r803260129



##########
File path: inlong-sort-standalone/sort-standalone-source/src/main/java/org/apache/inlong/sort/standalone/sink/kafka/KafkaProducerCluster.java
##########
@@ -0,0 +1,235 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.inlong.sort.standalone.sink.kafka;
+
+import com.google.common.base.Preconditions;
+import org.apache.flume.Context;
+import org.apache.flume.Event;
+import org.apache.flume.Transaction;
+import org.apache.flume.lifecycle.LifecycleAware;
+import org.apache.flume.lifecycle.LifecycleState;
+import org.apache.inlong.sort.standalone.config.holder.CommonPropertiesHolder;
+import org.apache.inlong.sort.standalone.config.pojo.CacheClusterConfig;
+import org.apache.inlong.sort.standalone.metrics.SortMetricItem;
+import org.apache.inlong.sort.standalone.metrics.audit.AuditUtils;
+import org.apache.inlong.sort.standalone.utils.Constants;
+import org.apache.inlong.sort.standalone.utils.InlongLoggerFactory;
+import org.apache.kafka.clients.producer.KafkaProducer;
+import org.apache.kafka.clients.producer.ProducerConfig;
+import org.apache.kafka.clients.producer.ProducerRecord;
+import org.apache.kafka.common.serialization.ByteArraySerializer;
+import org.apache.kafka.common.serialization.StringSerializer;
+import org.apache.pulsar.shade.org.apache.commons.lang.math.NumberUtils;
+import org.slf4j.Logger;
+
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Properties;
+
+/** wrapper of kafka producer */
+public class KafkaProducerCluster implements LifecycleAware {
+    public static final Logger LOG = InlongLoggerFactory.getLogger(KafkaProducerCluster.class);
+
+    private static final String KEY_RETRIES = "retries";
+    private static final String KEY_ACKS = "acks";
+    private static final String KEY_BATCH_SIZE = "batch.size";
+    private static final String KEY_LINGER_MS = "linger.ms";
+    private static final String KEY_MAX_REQUEST_SIZE = "max.request.size";
+    private static final String KEY_BUFFER_MEMORY = "buffer.memory";
+    private static final String KEY_RECEIVE_BUFFER_BYTES = "receive.buffer.bytes";
+    private static final String KEY_SEND_BUFFER_BYTES = "send.buffer.bytes";
+    private static final String KEY_METADATA_FETCH_TIMEOUT_MS = "metadata.fetch.timeout.ms";
+    private static final String KEY_METADATA_MAX_AGE_MS = "metadata.max.age.ms";
+    private static final String KEY_COMPRESSION_TYPE = "compression.type";
+    private static final String KEY_MAX_IN_FLIGHT_REQUESTS_PER_CONNECTION =
+            "max.in.flight.requests.per.connection";
+    private static final String KEY_TIMEOUT_MS = "rpc.timeout.ms";
+    private static final String KEY_DELIVERY_TIMEOUT_MS = "delivery.timeout.ms";
+    private static final String KEY_REQUEST_TIMEOUT_MS = "request.timeout.ms";
+    private static final String KEY_ENABLE_REPLACE_PARTITION_FOR_NOT_LEADER =
+            "enable.replace.partition.for.not.leader";
+    private static final String KEY_ENABLE_REPLACE_PARTITION_FOR_CAN_RETRY =
+            "enable.replace.partition.for.can.retry";
+    private static final String KEY_ENABLE_TOPIC_PARTITION_CIRCUIT_BREAKER =
+            "enable.topic.partition.circuit.breaker";
+    private static final String KEY_MUTE_PARTITION_ERROR_MAX_TIMES =
+            "mute.partition.error.max.times";
+    private static final String KEY_MUTE_PARTITION_MAX_PERCENTAGE = "mute.partition.max.percentage";
+    private static final String KEY_UNMUTE_PARTITION_INTERVAL_MS = "unmute.partition.interval.ms";
+    private static final String KEY_MAX_BLOCK_MS = "max.block.ms";

Review comment:
       fixed




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[GitHub] [incubator-inlong] dockerzhang commented on a change in pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
dockerzhang commented on a change in pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359#discussion_r802581089



##########
File path: inlong-sort-standalone/pom.xml
##########
@@ -43,14 +43,14 @@
         <flume.version>1.9.0</flume.version>
         <plugin.assembly.version>3.2.0</plugin.assembly.version>
         <pulsar.version>2.7.2</pulsar.version>
+        <kafka.version>2.4.1</kafka.version>
         <junit.version>4.13</junit.version>
         <powermock.version>2.0.2</powermock.version>
         <guava.version>19.0</guava.version>
         <skipTests>false</skipTests>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <compiler.source>1.8</compiler.source>
         <compiler.target>1.8</compiler.target>
-        <pulsar.version>2.7.2</pulsar.version>

Review comment:
       use 2.8.1




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[GitHub] [incubator-inlong] codecov-commenter commented on pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
codecov-commenter commented on pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359#issuecomment-1022187274


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[GitHub] [incubator-inlong] codecov-commenter edited a comment on pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359#issuecomment-1022187274


   # [Codecov](https://codecov.io/gh/apache/incubator-inlong/pull/2359?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#2359](https://codecov.io/gh/apache/incubator-inlong/pull/2359?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0b981ce) into [master](https://codecov.io/gh/apache/incubator-inlong/commit/ab9e725f5714b8091824764978be7c20e00c1b83?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (ab9e725) will **decrease** coverage by `0.00%`.
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   ```diff
   @@             Coverage Diff              @@
   ##             master    #2359      +/-   ##
   ============================================
   - Coverage     12.53%   12.53%   -0.01%     
   - Complexity     1217     1218       +1     
   ============================================
     Files           420      420              
     Lines         36229    36255      +26     
     Branches       5670     5674       +4     
   ============================================
   + Hits           4543     4545       +2     
   - Misses        30882    30901      +19     
   - Partials        804      809       +5     
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[GitHub] [incubator-inlong] imvan commented on a change in pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
imvan commented on a change in pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359#discussion_r803260988



##########
File path: inlong-sort-standalone/sort-standalone-source/src/main/java/org/apache/inlong/sort/standalone/sink/kafka/KafkaFederationWorker.java
##########
@@ -0,0 +1,155 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.inlong.sort.standalone.sink.kafka;
+
+import com.google.common.base.Preconditions;
+import org.apache.flume.Channel;
+import org.apache.flume.Event;
+import org.apache.flume.Transaction;
+import org.apache.flume.lifecycle.LifecycleState;
+import org.apache.inlong.sort.standalone.channel.ProfileEvent;
+import org.apache.inlong.sort.standalone.config.pojo.InlongId;
+import org.apache.inlong.sort.standalone.metrics.SortMetricItem;
+import org.apache.inlong.sort.standalone.utils.Constants;
+import org.apache.inlong.sort.standalone.utils.InlongLoggerFactory;
+import org.apache.pulsar.shade.org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+public class KafkaFederationWorker extends Thread {
+    public static final Logger LOG = InlongLoggerFactory.getLogger(KafkaFederationWorker.class);
+
+    private final String workerName;
+    private final KafkaFederationSinkContext context;
+
+    private KafkaProducerFederation producerFederation;
+    private LifecycleState status;
+    private Map<String, String> dimensions = new ConcurrentHashMap<>();
+
+    /**
+     * constructor of KafkaFederationWorker
+     *
+     * @param sinkName
+     * @param workerIndex
+     * @param context
+     */
+    public KafkaFederationWorker(
+            String sinkName, int workerIndex, KafkaFederationSinkContext context) {
+        super();
+        this.workerName = sinkName + "-" + workerIndex;
+        this.context = Preconditions.checkNotNull(context);
+        this.producerFederation =
+                new KafkaProducerFederation(String.valueOf(workerIndex), this.context);
+        this.status = LifecycleState.IDLE;
+        this.dimensions.put(SortMetricItem.KEY_CLUSTER_ID, this.context.getClusterId());
+        this.dimensions.put(SortMetricItem.KEY_TASK_NAME, this.context.getTaskName());
+        this.dimensions.put(SortMetricItem.KEY_SINK_ID, this.context.getSinkName());
+    }
+
+    /** entrance of KafkaFederationWorker */
+    @Override
+    public void start() {
+        LOG.info("start a new kafka worker {}", this.workerName);
+        this.producerFederation.start();
+        this.status = LifecycleState.START;
+        super.start();
+    }
+
+    /** close */
+    public void close() {
+        // close all producers
+        LOG.info("close a kafka worker {}", this.workerName);
+        this.producerFederation.close();
+        this.status = LifecycleState.STOP;
+    }
+
+    @Override
+    public void run() {
+        LOG.info("worker {} start to run, the state is {}", this.workerName, status.name());
+        while (status != LifecycleState.STOP) {
+            Transaction tx = null;
+            try {
+                Channel channel = context.getChannel();
+                if (channel == null) {
+                    LOG.error("in kafka worker, channel is null ");
+                    break;
+                }
+                tx = channel.getTransaction();
+                tx.begin();
+                Event rowEvent = channel.take();
+                if (rowEvent == null) {
+                    tx.commit();
+                    tx.close();
+                    sleepOneInterval();
+                    continue;
+                }
+                ProfileEvent event = (ProfileEvent) rowEvent;

Review comment:
       fixed




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[GitHub] [incubator-inlong] imvan commented on a change in pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
imvan commented on a change in pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359#discussion_r803257775



##########
File path: inlong-sort-standalone/pom.xml
##########
@@ -43,14 +43,14 @@
         <flume.version>1.9.0</flume.version>
         <plugin.assembly.version>3.2.0</plugin.assembly.version>
         <pulsar.version>2.7.2</pulsar.version>
+        <kafka.version>2.4.1</kafka.version>
         <junit.version>4.13</junit.version>
         <powermock.version>2.0.2</powermock.version>
         <guava.version>19.0</guava.version>
         <skipTests>false</skipTests>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <compiler.source>1.8</compiler.source>
         <compiler.target>1.8</compiler.target>
-        <pulsar.version>2.7.2</pulsar.version>

Review comment:
       ![image](https://user-images.githubusercontent.com/45282474/153327428-1843f708-9d12-450c-9249-9051062e5bef.png)
   There are two defination of pulsar version, so I remove one of them. 
   And fix it to version 2.8.1




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[GitHub] [incubator-inlong] dockerzhang merged pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
dockerzhang merged pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359


   


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[GitHub] [incubator-inlong] luchunliang commented on a change in pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
luchunliang commented on a change in pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359#discussion_r802230436



##########
File path: inlong-sort-standalone/sort-standalone-source/src/main/java/org/apache/inlong/sort/standalone/sink/kafka/KafkaFederationWorker.java
##########
@@ -0,0 +1,155 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.inlong.sort.standalone.sink.kafka;
+
+import com.google.common.base.Preconditions;
+import org.apache.flume.Channel;
+import org.apache.flume.Event;
+import org.apache.flume.Transaction;
+import org.apache.flume.lifecycle.LifecycleState;
+import org.apache.inlong.sort.standalone.channel.ProfileEvent;
+import org.apache.inlong.sort.standalone.config.pojo.InlongId;
+import org.apache.inlong.sort.standalone.metrics.SortMetricItem;
+import org.apache.inlong.sort.standalone.utils.Constants;
+import org.apache.inlong.sort.standalone.utils.InlongLoggerFactory;
+import org.apache.pulsar.shade.org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+public class KafkaFederationWorker extends Thread {
+    public static final Logger LOG = InlongLoggerFactory.getLogger(KafkaFederationWorker.class);
+
+    private final String workerName;
+    private final KafkaFederationSinkContext context;
+
+    private KafkaProducerFederation producerFederation;
+    private LifecycleState status;
+    private Map<String, String> dimensions = new ConcurrentHashMap<>();
+
+    /**
+     * constructor of KafkaFederationWorker
+     *
+     * @param sinkName
+     * @param workerIndex
+     * @param context
+     */
+    public KafkaFederationWorker(
+            String sinkName, int workerIndex, KafkaFederationSinkContext context) {
+        super();
+        this.workerName = sinkName + "-" + workerIndex;
+        this.context = Preconditions.checkNotNull(context);
+        this.producerFederation =
+                new KafkaProducerFederation(String.valueOf(workerIndex), this.context);
+        this.status = LifecycleState.IDLE;
+        this.dimensions.put(SortMetricItem.KEY_CLUSTER_ID, this.context.getClusterId());
+        this.dimensions.put(SortMetricItem.KEY_TASK_NAME, this.context.getTaskName());
+        this.dimensions.put(SortMetricItem.KEY_SINK_ID, this.context.getSinkName());
+    }
+
+    /** entrance of KafkaFederationWorker */
+    @Override
+    public void start() {
+        LOG.info("start a new kafka worker {}", this.workerName);
+        this.producerFederation.start();
+        this.status = LifecycleState.START;
+        super.start();
+    }
+
+    /** close */
+    public void close() {
+        // close all producers
+        LOG.info("close a kafka worker {}", this.workerName);
+        this.producerFederation.close();
+        this.status = LifecycleState.STOP;
+    }
+
+    @Override
+    public void run() {
+        LOG.info("worker {} start to run, the state is {}", this.workerName, status.name());
+        while (status != LifecycleState.STOP) {
+            Transaction tx = null;
+            try {
+                Channel channel = context.getChannel();
+                if (channel == null) {
+                    LOG.error("in kafka worker, channel is null ");
+                    break;
+                }
+                tx = channel.getTransaction();
+                tx.begin();
+                Event rowEvent = channel.take();
+                if (rowEvent == null) {
+                    tx.commit();
+                    tx.close();
+                    sleepOneInterval();
+                    continue;
+                }
+                ProfileEvent event = (ProfileEvent) rowEvent;

Review comment:
       Miss check operation.
   rowEvent instanceof ProfileEvent.

##########
File path: inlong-sort-standalone/sort-standalone-source/src/main/java/org/apache/inlong/sort/standalone/sink/kafka/KafkaFederationSink.java
##########
@@ -0,0 +1,99 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.inlong.sort.standalone.sink.kafka;
+
+import org.apache.flume.Context;
+import org.apache.flume.Sink;
+import org.apache.flume.conf.Configurable;
+import org.apache.flume.sink.AbstractSink;
+import org.apache.inlong.sort.standalone.metrics.SortMetricItem;
+import org.apache.inlong.sort.standalone.utils.InlongLoggerFactory;
+import org.slf4j.Logger;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+public class KafkaFederationSink extends AbstractSink implements Configurable {

Review comment:
       Please use KafkaZone and KafkaCluster name.

##########
File path: inlong-sort-standalone/sort-standalone-source/src/main/java/org/apache/inlong/sort/standalone/sink/kafka/KafkaFederationWorker.java
##########
@@ -0,0 +1,155 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.inlong.sort.standalone.sink.kafka;
+
+import com.google.common.base.Preconditions;
+import org.apache.flume.Channel;
+import org.apache.flume.Event;
+import org.apache.flume.Transaction;
+import org.apache.flume.lifecycle.LifecycleState;
+import org.apache.inlong.sort.standalone.channel.ProfileEvent;
+import org.apache.inlong.sort.standalone.config.pojo.InlongId;
+import org.apache.inlong.sort.standalone.metrics.SortMetricItem;
+import org.apache.inlong.sort.standalone.utils.Constants;
+import org.apache.inlong.sort.standalone.utils.InlongLoggerFactory;
+import org.apache.pulsar.shade.org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+public class KafkaFederationWorker extends Thread {
+    public static final Logger LOG = InlongLoggerFactory.getLogger(KafkaFederationWorker.class);
+
+    private final String workerName;
+    private final KafkaFederationSinkContext context;
+
+    private KafkaProducerFederation producerFederation;
+    private LifecycleState status;
+    private Map<String, String> dimensions = new ConcurrentHashMap<>();
+
+    /**
+     * constructor of KafkaFederationWorker
+     *
+     * @param sinkName
+     * @param workerIndex
+     * @param context
+     */
+    public KafkaFederationWorker(
+            String sinkName, int workerIndex, KafkaFederationSinkContext context) {
+        super();
+        this.workerName = sinkName + "-" + workerIndex;
+        this.context = Preconditions.checkNotNull(context);
+        this.producerFederation =
+                new KafkaProducerFederation(String.valueOf(workerIndex), this.context);
+        this.status = LifecycleState.IDLE;
+        this.dimensions.put(SortMetricItem.KEY_CLUSTER_ID, this.context.getClusterId());
+        this.dimensions.put(SortMetricItem.KEY_TASK_NAME, this.context.getTaskName());
+        this.dimensions.put(SortMetricItem.KEY_SINK_ID, this.context.getSinkName());
+    }
+
+    /** entrance of KafkaFederationWorker */
+    @Override
+    public void start() {
+        LOG.info("start a new kafka worker {}", this.workerName);
+        this.producerFederation.start();
+        this.status = LifecycleState.START;
+        super.start();
+    }
+
+    /** close */
+    public void close() {
+        // close all producers
+        LOG.info("close a kafka worker {}", this.workerName);
+        this.producerFederation.close();
+        this.status = LifecycleState.STOP;
+    }
+
+    @Override
+    public void run() {
+        LOG.info("worker {} start to run, the state is {}", this.workerName, status.name());
+        while (status != LifecycleState.STOP) {
+            Transaction tx = null;
+            try {
+                Channel channel = context.getChannel();
+                if (channel == null) {
+                    LOG.error("in kafka worker, channel is null ");
+                    break;
+                }
+                tx = channel.getTransaction();
+                tx.begin();
+                Event rowEvent = channel.take();
+                if (rowEvent == null) {
+                    tx.commit();
+                    tx.close();
+                    sleepOneInterval();
+                    continue;
+                }
+                ProfileEvent event = (ProfileEvent) rowEvent;
+                this.fillTopic(event);
+                SortMetricItem.fillInlongId(event, dimensions);
+                this.dimensions.put(
+                        SortMetricItem.KEY_SINK_DATA_ID, event.getHeaders().get(Constants.TOPIC));
+                long msgTime = event.getRawLogTime();
+                long auditFormatTime = msgTime - msgTime % 60000L;

Review comment:
       Please add constant variable for 60000L.

##########
File path: inlong-sort-standalone/sort-standalone-source/src/main/java/org/apache/inlong/sort/standalone/sink/kafka/KafkaProducerCluster.java
##########
@@ -0,0 +1,235 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.inlong.sort.standalone.sink.kafka;
+
+import com.google.common.base.Preconditions;
+import org.apache.flume.Context;
+import org.apache.flume.Event;
+import org.apache.flume.Transaction;
+import org.apache.flume.lifecycle.LifecycleAware;
+import org.apache.flume.lifecycle.LifecycleState;
+import org.apache.inlong.sort.standalone.config.holder.CommonPropertiesHolder;
+import org.apache.inlong.sort.standalone.config.pojo.CacheClusterConfig;
+import org.apache.inlong.sort.standalone.metrics.SortMetricItem;
+import org.apache.inlong.sort.standalone.metrics.audit.AuditUtils;
+import org.apache.inlong.sort.standalone.utils.Constants;
+import org.apache.inlong.sort.standalone.utils.InlongLoggerFactory;
+import org.apache.kafka.clients.producer.KafkaProducer;
+import org.apache.kafka.clients.producer.ProducerConfig;
+import org.apache.kafka.clients.producer.ProducerRecord;
+import org.apache.kafka.common.serialization.ByteArraySerializer;
+import org.apache.kafka.common.serialization.StringSerializer;
+import org.apache.pulsar.shade.org.apache.commons.lang.math.NumberUtils;
+import org.slf4j.Logger;
+
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Properties;
+
+/** wrapper of kafka producer */
+public class KafkaProducerCluster implements LifecycleAware {
+    public static final Logger LOG = InlongLoggerFactory.getLogger(KafkaProducerCluster.class);
+
+    private static final String KEY_RETRIES = "retries";
+    private static final String KEY_ACKS = "acks";
+    private static final String KEY_BATCH_SIZE = "batch.size";
+    private static final String KEY_LINGER_MS = "linger.ms";
+    private static final String KEY_MAX_REQUEST_SIZE = "max.request.size";
+    private static final String KEY_BUFFER_MEMORY = "buffer.memory";
+    private static final String KEY_RECEIVE_BUFFER_BYTES = "receive.buffer.bytes";
+    private static final String KEY_SEND_BUFFER_BYTES = "send.buffer.bytes";
+    private static final String KEY_METADATA_FETCH_TIMEOUT_MS = "metadata.fetch.timeout.ms";
+    private static final String KEY_METADATA_MAX_AGE_MS = "metadata.max.age.ms";
+    private static final String KEY_COMPRESSION_TYPE = "compression.type";
+    private static final String KEY_MAX_IN_FLIGHT_REQUESTS_PER_CONNECTION =
+            "max.in.flight.requests.per.connection";
+    private static final String KEY_TIMEOUT_MS = "rpc.timeout.ms";
+    private static final String KEY_DELIVERY_TIMEOUT_MS = "delivery.timeout.ms";
+    private static final String KEY_REQUEST_TIMEOUT_MS = "request.timeout.ms";
+    private static final String KEY_ENABLE_REPLACE_PARTITION_FOR_NOT_LEADER =
+            "enable.replace.partition.for.not.leader";
+    private static final String KEY_ENABLE_REPLACE_PARTITION_FOR_CAN_RETRY =
+            "enable.replace.partition.for.can.retry";
+    private static final String KEY_ENABLE_TOPIC_PARTITION_CIRCUIT_BREAKER =
+            "enable.topic.partition.circuit.breaker";
+    private static final String KEY_MUTE_PARTITION_ERROR_MAX_TIMES =
+            "mute.partition.error.max.times";
+    private static final String KEY_MUTE_PARTITION_MAX_PERCENTAGE = "mute.partition.max.percentage";
+    private static final String KEY_UNMUTE_PARTITION_INTERVAL_MS = "unmute.partition.interval.ms";
+    private static final String KEY_MAX_BLOCK_MS = "max.block.ms";

Review comment:
       unusable constant variables.

##########
File path: inlong-sort-standalone/pom.xml
##########
@@ -43,14 +43,14 @@
         <flume.version>1.9.0</flume.version>
         <plugin.assembly.version>3.2.0</plugin.assembly.version>
         <pulsar.version>2.7.2</pulsar.version>
+        <kafka.version>2.4.1</kafka.version>
         <junit.version>4.13</junit.version>
         <powermock.version>2.0.2</powermock.version>
         <guava.version>19.0</guava.version>
         <skipTests>false</skipTests>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <compiler.source>1.8</compiler.source>
         <compiler.target>1.8</compiler.target>
-        <pulsar.version>2.7.2</pulsar.version>

Review comment:
       wrong removing operation
   <pulsar.version>2.7.2</pulsar.version>




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[GitHub] [incubator-inlong] imvan commented on a change in pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
imvan commented on a change in pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359#discussion_r803260011



##########
File path: inlong-sort-standalone/sort-standalone-source/src/main/java/org/apache/inlong/sort/standalone/sink/kafka/KafkaFederationWorker.java
##########
@@ -0,0 +1,155 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.inlong.sort.standalone.sink.kafka;
+
+import com.google.common.base.Preconditions;
+import org.apache.flume.Channel;
+import org.apache.flume.Event;
+import org.apache.flume.Transaction;
+import org.apache.flume.lifecycle.LifecycleState;
+import org.apache.inlong.sort.standalone.channel.ProfileEvent;
+import org.apache.inlong.sort.standalone.config.pojo.InlongId;
+import org.apache.inlong.sort.standalone.metrics.SortMetricItem;
+import org.apache.inlong.sort.standalone.utils.Constants;
+import org.apache.inlong.sort.standalone.utils.InlongLoggerFactory;
+import org.apache.pulsar.shade.org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+public class KafkaFederationWorker extends Thread {
+    public static final Logger LOG = InlongLoggerFactory.getLogger(KafkaFederationWorker.class);
+
+    private final String workerName;
+    private final KafkaFederationSinkContext context;
+
+    private KafkaProducerFederation producerFederation;
+    private LifecycleState status;
+    private Map<String, String> dimensions = new ConcurrentHashMap<>();
+
+    /**
+     * constructor of KafkaFederationWorker
+     *
+     * @param sinkName
+     * @param workerIndex
+     * @param context
+     */
+    public KafkaFederationWorker(
+            String sinkName, int workerIndex, KafkaFederationSinkContext context) {
+        super();
+        this.workerName = sinkName + "-" + workerIndex;
+        this.context = Preconditions.checkNotNull(context);
+        this.producerFederation =
+                new KafkaProducerFederation(String.valueOf(workerIndex), this.context);
+        this.status = LifecycleState.IDLE;
+        this.dimensions.put(SortMetricItem.KEY_CLUSTER_ID, this.context.getClusterId());
+        this.dimensions.put(SortMetricItem.KEY_TASK_NAME, this.context.getTaskName());
+        this.dimensions.put(SortMetricItem.KEY_SINK_ID, this.context.getSinkName());
+    }
+
+    /** entrance of KafkaFederationWorker */
+    @Override
+    public void start() {
+        LOG.info("start a new kafka worker {}", this.workerName);
+        this.producerFederation.start();
+        this.status = LifecycleState.START;
+        super.start();
+    }
+
+    /** close */
+    public void close() {
+        // close all producers
+        LOG.info("close a kafka worker {}", this.workerName);
+        this.producerFederation.close();
+        this.status = LifecycleState.STOP;
+    }
+
+    @Override
+    public void run() {
+        LOG.info("worker {} start to run, the state is {}", this.workerName, status.name());
+        while (status != LifecycleState.STOP) {
+            Transaction tx = null;
+            try {
+                Channel channel = context.getChannel();
+                if (channel == null) {
+                    LOG.error("in kafka worker, channel is null ");
+                    break;
+                }
+                tx = channel.getTransaction();
+                tx.begin();
+                Event rowEvent = channel.take();
+                if (rowEvent == null) {
+                    tx.commit();
+                    tx.close();
+                    sleepOneInterval();
+                    continue;
+                }
+                ProfileEvent event = (ProfileEvent) rowEvent;
+                this.fillTopic(event);
+                SortMetricItem.fillInlongId(event, dimensions);
+                this.dimensions.put(
+                        SortMetricItem.KEY_SINK_DATA_ID, event.getHeaders().get(Constants.TOPIC));
+                long msgTime = event.getRawLogTime();
+                long auditFormatTime = msgTime - msgTime % 60000L;

Review comment:
       fixed




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[GitHub] [incubator-inlong] imvan commented on a change in pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
imvan commented on a change in pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359#discussion_r803257775



##########
File path: inlong-sort-standalone/pom.xml
##########
@@ -43,14 +43,14 @@
         <flume.version>1.9.0</flume.version>
         <plugin.assembly.version>3.2.0</plugin.assembly.version>
         <pulsar.version>2.7.2</pulsar.version>
+        <kafka.version>2.4.1</kafka.version>
         <junit.version>4.13</junit.version>
         <powermock.version>2.0.2</powermock.version>
         <guava.version>19.0</guava.version>
         <skipTests>false</skipTests>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <compiler.source>1.8</compiler.source>
         <compiler.target>1.8</compiler.target>
-        <pulsar.version>2.7.2</pulsar.version>

Review comment:
       ![image](https://user-images.githubusercontent.com/45282474/153327428-1843f708-9d12-450c-9249-9051062e5bef.png)
   There were two defination of pulsar version, so I remove one of them. 
   And just fixex it to version 2.8.1




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[GitHub] [incubator-inlong] imvan commented on a change in pull request #2359: [INLONG-1896][Feature][Sort] Inlong-Sort-Standalone support to sort the events to Kafka clusters.

Posted by GitBox <gi...@apache.org>.
imvan commented on a change in pull request #2359:
URL: https://github.com/apache/incubator-inlong/pull/2359#discussion_r803257775



##########
File path: inlong-sort-standalone/pom.xml
##########
@@ -43,14 +43,14 @@
         <flume.version>1.9.0</flume.version>
         <plugin.assembly.version>3.2.0</plugin.assembly.version>
         <pulsar.version>2.7.2</pulsar.version>
+        <kafka.version>2.4.1</kafka.version>
         <junit.version>4.13</junit.version>
         <powermock.version>2.0.2</powermock.version>
         <guava.version>19.0</guava.version>
         <skipTests>false</skipTests>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <compiler.source>1.8</compiler.source>
         <compiler.target>1.8</compiler.target>
-        <pulsar.version>2.7.2</pulsar.version>

Review comment:
       ![image](https://user-images.githubusercontent.com/45282474/153327428-1843f708-9d12-450c-9249-9051062e5bef.png)
   There were two definitions of pulsar version, so I removed one of them. 
   And just fixex it to version 2.8.1




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