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Posted to commits@hudi.apache.org by GitBox <gi...@apache.org> on 2022/03/08 19:23:03 UTC

[GitHub] [hudi] wangxianghu opened a new pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

wangxianghu opened a new pull request #4987:
URL: https://github.com/apache/hudi/pull/4987


   ## What is the purpose of the pull request
   
   *Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string*
   
   ## Brief change log
   
   ## Verify this pull request
   
   UT to be added
   
   ## Committer checklist
   
    - [ ] Has a corresponding JIRA in PR title & commit
    
    - [ ] Commit message is descriptive of the change
    
    - [ ] CI is green
   
    - [ ] Necessary doc changes done or have another open PR
          
    - [ ] For large changes, please consider breaking it into sub-tasks under an umbrella JIRA.
   


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1066079281


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[GitHub] [hudi] XuQianJin-Stars commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
XuQianJin-Stars commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067611971


   +1, when CI is success.


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067668123


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1062123475


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067764744


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1063166410


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067849958


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1065890485


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

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[GitHub] [hudi] wangxianghu commented on a change in pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on a change in pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#discussion_r826617975



##########
File path: hudi-utilities/src/test/java/org/apache/hudi/utilities/sources/TestJsonKafkaSourcePostProcessor.java
##########
@@ -120,6 +132,124 @@ public void testChainedJsonKafkaSourcePostProcessor() {
     assertEquals(0, fetch1.getBatch().get().count());
   }
 
+  @Test
+  public void testMaxwellJsonKafkaSourcePostProcessor() throws IOException {
+    // ------------------------------------------------------------------------
+    //  Maxwell data
+    // ------------------------------------------------------------------------
+
+    // database hudi, table hudi_maxwell_01 (insert, update and delete)
+    String hudiMaxwell01Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"insert\","
+        + "\"ts\":1647074402,\"xid\":6233,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\","
+        + "\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Update = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"update\","
+        + "\"ts\":1647074482,\"xid\":6440,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"},"
+        + "\"old\":{\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\",\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Delete = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"delete\","
+        + "\"ts\":1647074555,\"xid\":6631,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"}}";
+
+    String hudiMaxwell01Ddl = "{\"type\":\"table-alter\",\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\","
+        + "\"old\":{\"database\":\"hudi\",\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\","
+        + "\"primary-key\":[\"id\"],\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},"
+        + "{\"type\":\"varchar\",\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\","
+        + "\"signed\":true},{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},"
+        + "{\"type\":\"timestamp\",\"name\":\"update_time\",\"column-length\":0}]},\"def\":{\"database\":\"hudi\","
+        + "\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\",\"primary-key\":[\"id\"],"
+        + "\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},{\"type\":\"varchar\","
+        + "\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\",\"signed\":true},"
+        + "{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},{\"type\":\"timestamp\","
+        + "\"name\":\"update_time\",\"column-length\":0}]},\"ts\":1647072305000,\"sql\":\"/* ApplicationName=DBeaver "
+        + "21.0.4 - Main */ ALTER TABLE hudi.hudi_maxwell_01 MODIFY COLUMN age int(3) NULL\"}";
+
+    // database hudi, table hudi_maxwell_010, insert
+    String hudiMaxwell010Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_010\",\"type\":\"insert\","
+        + "\"ts\":1647073982,\"xid\":5164,\"commit\":true,\"data\":{\"id\":\"f3eaf4cdf7534e47a88cdf93d19b2ee6\","
+        + "\"name\":\"wangxianghu\",\"age\":18,\"insert_time\":\"2022-03-12 08:33:02\","
+        + "\"update_time\":\"2022-03-12 08:33:02\"}}";
+
+    // database hudi_02, table hudi_maxwell_02, insert
+    String hudi02Maxwell02Insert = "{\"database\":\"hudi_02\",\"table\":\"hudi_maxwell_02\",\"type\":\"insert\","
+        + "\"ts\":1647073916,\"xid\":4990,\"commit\":true,\"data\":{\"id\":\"9bb17f316ee8488cb107621ddf0f3cb0\","
+        + "\"name\":\"andy\",\"age\":17,\"insert_time\":\"2022-03-12 08:31:56\","
+        + "\"update_time\":\"2022-03-12 08:31:56\"}}";
+
+    // ------------------------------------------------------------------------
+    //  Tests
+    // ------------------------------------------------------------------------
+
+    ObjectMapper mapper = new ObjectMapper();
+    TypedProperties props = new TypedProperties();
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.DATABASE_NAME_REGEX_PROP.key(), "hudi(_)?[0-9]{0,2}");
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.TABLE_NAME_REGEX_PROP.key(), "hudi_maxwell(_)?[0-9]{0,2}");
+
+    // test insert and update
+    JavaRDD<String> inputInsertAndUpdate = jsc().parallelize(Arrays.asList(hudiMaxwell01Insert, hudiMaxwell01Update));
+    MaxwellJsonKafkaSourcePostProcessor processor = new MaxwellJsonKafkaSourcePostProcessor(props);
+    processor.process(inputInsertAndUpdate).map(mapper::readTree).foreach(record -> {
+      // database name should be null
+      JsonNode database = record.get("database");
+      // insert and update records should be tagged as no delete
+      boolean isDelete = record.get(HoodieRecord.HOODIE_IS_DELETED).booleanValue();
+
+      assertFalse(isDelete);
+      assertNull(database);

Review comment:
       original data -> database and table regex -> extract data ->  tag delete or not (some more process within delete)-> return




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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
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Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1065096681


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[GitHub] [hudi] wangxianghu merged pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
wangxianghu merged pull request #4987:
URL: https://github.com/apache/hudi/pull/4987


   


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1066090337


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[GitHub] [hudi] XuQianJin-Stars commented on a change in pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
XuQianJin-Stars commented on a change in pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#discussion_r826618866



##########
File path: hudi-utilities/src/test/java/org/apache/hudi/utilities/sources/TestJsonKafkaSourcePostProcessor.java
##########
@@ -120,6 +132,124 @@ public void testChainedJsonKafkaSourcePostProcessor() {
     assertEquals(0, fetch1.getBatch().get().count());
   }
 
+  @Test
+  public void testMaxwellJsonKafkaSourcePostProcessor() throws IOException {
+    // ------------------------------------------------------------------------
+    //  Maxwell data
+    // ------------------------------------------------------------------------
+
+    // database hudi, table hudi_maxwell_01 (insert, update and delete)
+    String hudiMaxwell01Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"insert\","
+        + "\"ts\":1647074402,\"xid\":6233,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\","
+        + "\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Update = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"update\","
+        + "\"ts\":1647074482,\"xid\":6440,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"},"
+        + "\"old\":{\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\",\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Delete = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"delete\","
+        + "\"ts\":1647074555,\"xid\":6631,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"}}";
+
+    String hudiMaxwell01Ddl = "{\"type\":\"table-alter\",\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\","
+        + "\"old\":{\"database\":\"hudi\",\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\","
+        + "\"primary-key\":[\"id\"],\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},"
+        + "{\"type\":\"varchar\",\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\","
+        + "\"signed\":true},{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},"
+        + "{\"type\":\"timestamp\",\"name\":\"update_time\",\"column-length\":0}]},\"def\":{\"database\":\"hudi\","
+        + "\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\",\"primary-key\":[\"id\"],"
+        + "\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},{\"type\":\"varchar\","
+        + "\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\",\"signed\":true},"
+        + "{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},{\"type\":\"timestamp\","
+        + "\"name\":\"update_time\",\"column-length\":0}]},\"ts\":1647072305000,\"sql\":\"/* ApplicationName=DBeaver "
+        + "21.0.4 - Main */ ALTER TABLE hudi.hudi_maxwell_01 MODIFY COLUMN age int(3) NULL\"}";
+
+    // database hudi, table hudi_maxwell_010, insert
+    String hudiMaxwell010Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_010\",\"type\":\"insert\","
+        + "\"ts\":1647073982,\"xid\":5164,\"commit\":true,\"data\":{\"id\":\"f3eaf4cdf7534e47a88cdf93d19b2ee6\","
+        + "\"name\":\"wangxianghu\",\"age\":18,\"insert_time\":\"2022-03-12 08:33:02\","
+        + "\"update_time\":\"2022-03-12 08:33:02\"}}";
+
+    // database hudi_02, table hudi_maxwell_02, insert
+    String hudi02Maxwell02Insert = "{\"database\":\"hudi_02\",\"table\":\"hudi_maxwell_02\",\"type\":\"insert\","
+        + "\"ts\":1647073916,\"xid\":4990,\"commit\":true,\"data\":{\"id\":\"9bb17f316ee8488cb107621ddf0f3cb0\","
+        + "\"name\":\"andy\",\"age\":17,\"insert_time\":\"2022-03-12 08:31:56\","
+        + "\"update_time\":\"2022-03-12 08:31:56\"}}";
+
+    // ------------------------------------------------------------------------
+    //  Tests
+    // ------------------------------------------------------------------------
+
+    ObjectMapper mapper = new ObjectMapper();
+    TypedProperties props = new TypedProperties();
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.DATABASE_NAME_REGEX_PROP.key(), "hudi(_)?[0-9]{0,2}");
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.TABLE_NAME_REGEX_PROP.key(), "hudi_maxwell(_)?[0-9]{0,2}");
+
+    // test insert and update
+    JavaRDD<String> inputInsertAndUpdate = jsc().parallelize(Arrays.asList(hudiMaxwell01Insert, hudiMaxwell01Update));
+    MaxwellJsonKafkaSourcePostProcessor processor = new MaxwellJsonKafkaSourcePostProcessor(props);
+    processor.process(inputInsertAndUpdate).map(mapper::readTree).foreach(record -> {
+      // database name should be null
+      JsonNode database = record.get("database");
+      // insert and update records should be tagged as no delete
+      boolean isDelete = record.get(HoodieRecord.HOODIE_IS_DELETED).booleanValue();
+
+      assertFalse(isDelete);
+      assertNull(database);

Review comment:
       well, I see.




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[GitHub] [hudi] XuQianJin-Stars commented on a change in pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
XuQianJin-Stars commented on a change in pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#discussion_r826523372



##########
File path: hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/processor/maxwell/MaxwellJsonKafkaSourcePostProcessor.java
##########
@@ -0,0 +1,186 @@
+/*
+ * 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.hudi.utilities.sources.processor.maxwell;
+
+import org.apache.hudi.common.config.ConfigProperty;
+import org.apache.hudi.common.config.TypedProperties;
+import org.apache.hudi.common.model.HoodieRecord;
+import org.apache.hudi.common.util.DateTimeUtils;
+import org.apache.hudi.config.HoodieWriteConfig;
+import org.apache.hudi.utilities.exception.HoodieSourcePostProcessException;
+import org.apache.hudi.utilities.sources.processor.JsonKafkaSourcePostProcessor;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+import org.apache.log4j.LogManager;
+import org.apache.log4j.Logger;
+import org.apache.spark.api.java.JavaRDD;
+
+import java.util.Locale;
+import java.util.Objects;
+import java.util.regex.Pattern;
+
+import static org.apache.hudi.utilities.sources.processor.maxwell.PreCombineFieldType.DATE_STRING;
+import static org.apache.hudi.utilities.sources.processor.maxwell.PreCombineFieldType.EPOCHMILLISECONDS;
+import static org.apache.hudi.utilities.sources.processor.maxwell.PreCombineFieldType.NON_TIMESTAMP;
+import static org.apache.hudi.utilities.sources.processor.maxwell.PreCombineFieldType.UNIX_TIMESTAMP;
+import static org.apache.hudi.utilities.sources.processor.maxwell.PreCombineFieldType.valueOf;
+
+/**
+ * A {@link JsonKafkaSourcePostProcessor} help to extract fresh data from maxwell json string and tag the record as
+ * delete or not.
+ */
+public class MaxwellJsonKafkaSourcePostProcessor extends JsonKafkaSourcePostProcessor {
+
+  private static final Logger LOG = LogManager.getLogger(MaxwellJsonKafkaSourcePostProcessor.class);
+
+  private static final ObjectMapper MAPPER = new ObjectMapper();
+
+  public MaxwellJsonKafkaSourcePostProcessor(TypedProperties props) {
+    super(props);
+  }
+
+  // ------------------------------------------------------------------------
+  //  Partial fields in maxwell json string
+  // ------------------------------------------------------------------------
+
+  private static final String DATABASE = "database";
+  private static final String TABLE = "table";
+  private static final String DATA = "data";
+  private static final String OPERATION_TYPE = "type";
+  private static final String TS = "ts";
+
+  // ------------------------------------------------------------------------
+  //  Operation types
+  // ------------------------------------------------------------------------
+
+  private static final String INSERT = "insert";
+  private static final String UPDATE = "update";
+  private static final String DELETE = "delete";
+
+  /**
+   * Configs to be passed for this processor.
+   */
+  public static class Config {
+    public static final ConfigProperty<String> DATABASE_NAME_REGEX_PROP = ConfigProperty
+        .key("hoodie.deltastreamer.source.json.kafka.post.processor.maxwell.database.regex")
+        .noDefaultValue()
+        .withDocumentation("Database name regex.");
+
+    public static final ConfigProperty<String> TABLE_NAME_REGEX_PROP = ConfigProperty
+        .key("hoodie.deltastreamer.source.json.kafka.post.processor.maxwell.table.regex")
+        .noDefaultValue()
+        .withDocumentation("Table name regex.");
+
+    public static final ConfigProperty<String> PRECOMBINE_FIELD_TYPE_PROP = ConfigProperty
+        .key("hoodie.deltastreamer.source.json.kafka.post.processor.maxwell.precombine.field.type")
+        .defaultValue("DATA_STRING")
+        .withDocumentation("Data type of the preCombine field. could be NON_TIMESTAMP, DATE_STRING,"
+            + "UNIX_TIMESTAMP or EPOCHMILLISECONDS. DATA_STRING by default ");
+
+    public static final ConfigProperty<String> PRECOMBINE_FIELD_FORMAT_PROP = ConfigProperty
+        .key("hoodie.deltastreamer.source.json.kafka.post.processor.maxwell.precombine.field.format")
+        .defaultValue("yyyy-MM-dd HH:mm:ss")
+        .withDocumentation("When the preCombine filed is in DATE_STRING format, use should tell hoodie"
+            + "what format it is. 'yyyy-MM-dd HH:mm:ss' by default");
+  }
+
+  @Override
+  public JavaRDD<String> process(JavaRDD<String> maxwellJsonRecords) {
+    return maxwellJsonRecords.map(record -> {
+      JsonNode inputJson = MAPPER.readTree(record);
+      String database = inputJson.get(DATABASE).textValue();
+      String table = inputJson.get(TABLE).textValue();
+
+      // filter out target databases and tables
+      if (isTargetTable(database, table)) {
+
+        LOG.info(String.format("Maxwell source processor starts process table : %s.%s", database, table));
+
+        ObjectNode result = (ObjectNode) inputJson.get(DATA);
+        String type = inputJson.get(OPERATION_TYPE).textValue();
+
+        // insert or update
+        if (INSERT.equals(type) || UPDATE.equals(type)) {
+          // tag this record not delete.
+          result.put(HoodieRecord.HOODIE_IS_DELETED, false);
+          return result.toString();
+
+          // delete
+        } else if (DELETE.equals(type)) {
+          // tag this record as delete.
+          result.put(HoodieRecord.HOODIE_IS_DELETED, true);

Review comment:
       Can delete logic be put into a method?




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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067602733


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

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URL: https://github.com/apache/hudi/pull/4987#issuecomment-1062123475


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1063210599


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hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1065902346


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1065892507


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1063166410


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Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067764744


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1065096681


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1066079281


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[GitHub] [hudi] wangxianghu commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1066079239


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[GitHub] [hudi] XuQianJin-Stars commented on a change in pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
XuQianJin-Stars commented on a change in pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#discussion_r826520719



##########
File path: hudi-utilities/src/test/java/org/apache/hudi/utilities/sources/TestJsonKafkaSourcePostProcessor.java
##########
@@ -120,6 +132,124 @@ public void testChainedJsonKafkaSourcePostProcessor() {
     assertEquals(0, fetch1.getBatch().get().count());
   }
 
+  @Test
+  public void testMaxwellJsonKafkaSourcePostProcessor() throws IOException {
+    // ------------------------------------------------------------------------
+    //  Maxwell data
+    // ------------------------------------------------------------------------
+
+    // database hudi, table hudi_maxwell_01 (insert, update and delete)
+    String hudiMaxwell01Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"insert\","
+        + "\"ts\":1647074402,\"xid\":6233,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\","
+        + "\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Update = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"update\","
+        + "\"ts\":1647074482,\"xid\":6440,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"},"
+        + "\"old\":{\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\",\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Delete = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"delete\","
+        + "\"ts\":1647074555,\"xid\":6631,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"}}";
+
+    String hudiMaxwell01Ddl = "{\"type\":\"table-alter\",\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\","
+        + "\"old\":{\"database\":\"hudi\",\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\","
+        + "\"primary-key\":[\"id\"],\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},"
+        + "{\"type\":\"varchar\",\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\","
+        + "\"signed\":true},{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},"
+        + "{\"type\":\"timestamp\",\"name\":\"update_time\",\"column-length\":0}]},\"def\":{\"database\":\"hudi\","
+        + "\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\",\"primary-key\":[\"id\"],"
+        + "\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},{\"type\":\"varchar\","
+        + "\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\",\"signed\":true},"
+        + "{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},{\"type\":\"timestamp\","
+        + "\"name\":\"update_time\",\"column-length\":0}]},\"ts\":1647072305000,\"sql\":\"/* ApplicationName=DBeaver "
+        + "21.0.4 - Main */ ALTER TABLE hudi.hudi_maxwell_01 MODIFY COLUMN age int(3) NULL\"}";
+
+    // database hudi, table hudi_maxwell_010, insert
+    String hudiMaxwell010Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_010\",\"type\":\"insert\","
+        + "\"ts\":1647073982,\"xid\":5164,\"commit\":true,\"data\":{\"id\":\"f3eaf4cdf7534e47a88cdf93d19b2ee6\","
+        + "\"name\":\"wangxianghu\",\"age\":18,\"insert_time\":\"2022-03-12 08:33:02\","
+        + "\"update_time\":\"2022-03-12 08:33:02\"}}";
+
+    // database hudi_02, table hudi_maxwell_02, insert
+    String hudi02Maxwell02Insert = "{\"database\":\"hudi_02\",\"table\":\"hudi_maxwell_02\",\"type\":\"insert\","
+        + "\"ts\":1647073916,\"xid\":4990,\"commit\":true,\"data\":{\"id\":\"9bb17f316ee8488cb107621ddf0f3cb0\","
+        + "\"name\":\"andy\",\"age\":17,\"insert_time\":\"2022-03-12 08:31:56\","
+        + "\"update_time\":\"2022-03-12 08:31:56\"}}";
+
+    // ------------------------------------------------------------------------
+    //  Tests
+    // ------------------------------------------------------------------------
+
+    ObjectMapper mapper = new ObjectMapper();
+    TypedProperties props = new TypedProperties();
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.DATABASE_NAME_REGEX_PROP.key(), "hudi(_)?[0-9]{0,2}");
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.TABLE_NAME_REGEX_PROP.key(), "hudi_maxwell(_)?[0-9]{0,2}");
+
+    // test insert and update
+    JavaRDD<String> inputInsertAndUpdate = jsc().parallelize(Arrays.asList(hudiMaxwell01Insert, hudiMaxwell01Update));
+    MaxwellJsonKafkaSourcePostProcessor processor = new MaxwellJsonKafkaSourcePostProcessor(props);
+    processor.process(inputInsertAndUpdate).map(mapper::readTree).foreach(record -> {
+      // database name should be null
+      JsonNode database = record.get("database");
+      // insert and update records should be tagged as no delete
+      boolean isDelete = record.get(HoodieRecord.HOODIE_IS_DELETED).booleanValue();
+
+      assertFalse(isDelete);
+      assertNull(database);

Review comment:
       Why is the database null?




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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067602733


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[GitHub] [hudi] wangxianghu commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067666960


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1064987781


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1064987781


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[GitHub] [hudi] XuQianJin-Stars commented on a change in pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
XuQianJin-Stars commented on a change in pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#discussion_r826520822



##########
File path: hudi-utilities/src/test/java/org/apache/hudi/utilities/sources/TestJsonKafkaSourcePostProcessor.java
##########
@@ -120,6 +132,124 @@ public void testChainedJsonKafkaSourcePostProcessor() {
     assertEquals(0, fetch1.getBatch().get().count());
   }
 
+  @Test
+  public void testMaxwellJsonKafkaSourcePostProcessor() throws IOException {
+    // ------------------------------------------------------------------------
+    //  Maxwell data
+    // ------------------------------------------------------------------------
+
+    // database hudi, table hudi_maxwell_01 (insert, update and delete)
+    String hudiMaxwell01Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"insert\","
+        + "\"ts\":1647074402,\"xid\":6233,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\","
+        + "\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Update = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"update\","
+        + "\"ts\":1647074482,\"xid\":6440,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"},"
+        + "\"old\":{\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\",\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Delete = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"delete\","
+        + "\"ts\":1647074555,\"xid\":6631,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"}}";
+
+    String hudiMaxwell01Ddl = "{\"type\":\"table-alter\",\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\","
+        + "\"old\":{\"database\":\"hudi\",\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\","
+        + "\"primary-key\":[\"id\"],\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},"
+        + "{\"type\":\"varchar\",\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\","
+        + "\"signed\":true},{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},"
+        + "{\"type\":\"timestamp\",\"name\":\"update_time\",\"column-length\":0}]},\"def\":{\"database\":\"hudi\","
+        + "\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\",\"primary-key\":[\"id\"],"
+        + "\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},{\"type\":\"varchar\","
+        + "\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\",\"signed\":true},"
+        + "{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},{\"type\":\"timestamp\","
+        + "\"name\":\"update_time\",\"column-length\":0}]},\"ts\":1647072305000,\"sql\":\"/* ApplicationName=DBeaver "
+        + "21.0.4 - Main */ ALTER TABLE hudi.hudi_maxwell_01 MODIFY COLUMN age int(3) NULL\"}";
+
+    // database hudi, table hudi_maxwell_010, insert
+    String hudiMaxwell010Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_010\",\"type\":\"insert\","
+        + "\"ts\":1647073982,\"xid\":5164,\"commit\":true,\"data\":{\"id\":\"f3eaf4cdf7534e47a88cdf93d19b2ee6\","
+        + "\"name\":\"wangxianghu\",\"age\":18,\"insert_time\":\"2022-03-12 08:33:02\","
+        + "\"update_time\":\"2022-03-12 08:33:02\"}}";
+
+    // database hudi_02, table hudi_maxwell_02, insert
+    String hudi02Maxwell02Insert = "{\"database\":\"hudi_02\",\"table\":\"hudi_maxwell_02\",\"type\":\"insert\","
+        + "\"ts\":1647073916,\"xid\":4990,\"commit\":true,\"data\":{\"id\":\"9bb17f316ee8488cb107621ddf0f3cb0\","
+        + "\"name\":\"andy\",\"age\":17,\"insert_time\":\"2022-03-12 08:31:56\","
+        + "\"update_time\":\"2022-03-12 08:31:56\"}}";
+
+    // ------------------------------------------------------------------------
+    //  Tests
+    // ------------------------------------------------------------------------
+
+    ObjectMapper mapper = new ObjectMapper();
+    TypedProperties props = new TypedProperties();
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.DATABASE_NAME_REGEX_PROP.key(), "hudi(_)?[0-9]{0,2}");
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.TABLE_NAME_REGEX_PROP.key(), "hudi_maxwell(_)?[0-9]{0,2}");
+
+    // test insert and update
+    JavaRDD<String> inputInsertAndUpdate = jsc().parallelize(Arrays.asList(hudiMaxwell01Insert, hudiMaxwell01Update));
+    MaxwellJsonKafkaSourcePostProcessor processor = new MaxwellJsonKafkaSourcePostProcessor(props);
+    processor.process(inputInsertAndUpdate).map(mapper::readTree).foreach(record -> {
+      // database name should be null
+      JsonNode database = record.get("database");
+      // insert and update records should be tagged as no delete
+      boolean isDelete = record.get(HoodieRecord.HOODIE_IS_DELETED).booleanValue();
+
+      assertFalse(isDelete);
+      assertNull(database);

Review comment:
       Why is the database null?




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[GitHub] [hudi] wangxianghu commented on a change in pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on a change in pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#discussion_r826610169



##########
File path: hudi-utilities/src/test/java/org/apache/hudi/utilities/sources/TestJsonKafkaSourcePostProcessor.java
##########
@@ -120,6 +132,124 @@ public void testChainedJsonKafkaSourcePostProcessor() {
     assertEquals(0, fetch1.getBatch().get().count());
   }
 
+  @Test
+  public void testMaxwellJsonKafkaSourcePostProcessor() throws IOException {
+    // ------------------------------------------------------------------------
+    //  Maxwell data
+    // ------------------------------------------------------------------------
+
+    // database hudi, table hudi_maxwell_01 (insert, update and delete)
+    String hudiMaxwell01Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"insert\","
+        + "\"ts\":1647074402,\"xid\":6233,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\","
+        + "\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Update = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"update\","
+        + "\"ts\":1647074482,\"xid\":6440,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"},"
+        + "\"old\":{\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\",\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Delete = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"delete\","
+        + "\"ts\":1647074555,\"xid\":6631,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"}}";
+
+    String hudiMaxwell01Ddl = "{\"type\":\"table-alter\",\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\","
+        + "\"old\":{\"database\":\"hudi\",\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\","
+        + "\"primary-key\":[\"id\"],\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},"
+        + "{\"type\":\"varchar\",\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\","
+        + "\"signed\":true},{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},"
+        + "{\"type\":\"timestamp\",\"name\":\"update_time\",\"column-length\":0}]},\"def\":{\"database\":\"hudi\","
+        + "\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\",\"primary-key\":[\"id\"],"
+        + "\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},{\"type\":\"varchar\","
+        + "\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\",\"signed\":true},"
+        + "{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},{\"type\":\"timestamp\","
+        + "\"name\":\"update_time\",\"column-length\":0}]},\"ts\":1647072305000,\"sql\":\"/* ApplicationName=DBeaver "
+        + "21.0.4 - Main */ ALTER TABLE hudi.hudi_maxwell_01 MODIFY COLUMN age int(3) NULL\"}";
+
+    // database hudi, table hudi_maxwell_010, insert
+    String hudiMaxwell010Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_010\",\"type\":\"insert\","
+        + "\"ts\":1647073982,\"xid\":5164,\"commit\":true,\"data\":{\"id\":\"f3eaf4cdf7534e47a88cdf93d19b2ee6\","
+        + "\"name\":\"wangxianghu\",\"age\":18,\"insert_time\":\"2022-03-12 08:33:02\","
+        + "\"update_time\":\"2022-03-12 08:33:02\"}}";
+
+    // database hudi_02, table hudi_maxwell_02, insert
+    String hudi02Maxwell02Insert = "{\"database\":\"hudi_02\",\"table\":\"hudi_maxwell_02\",\"type\":\"insert\","
+        + "\"ts\":1647073916,\"xid\":4990,\"commit\":true,\"data\":{\"id\":\"9bb17f316ee8488cb107621ddf0f3cb0\","
+        + "\"name\":\"andy\",\"age\":17,\"insert_time\":\"2022-03-12 08:31:56\","
+        + "\"update_time\":\"2022-03-12 08:31:56\"}}";
+
+    // ------------------------------------------------------------------------
+    //  Tests
+    // ------------------------------------------------------------------------
+
+    ObjectMapper mapper = new ObjectMapper();
+    TypedProperties props = new TypedProperties();
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.DATABASE_NAME_REGEX_PROP.key(), "hudi(_)?[0-9]{0,2}");
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.TABLE_NAME_REGEX_PROP.key(), "hudi_maxwell(_)?[0-9]{0,2}");
+
+    // test insert and update
+    JavaRDD<String> inputInsertAndUpdate = jsc().parallelize(Arrays.asList(hudiMaxwell01Insert, hudiMaxwell01Update));
+    MaxwellJsonKafkaSourcePostProcessor processor = new MaxwellJsonKafkaSourcePostProcessor(props);
+    processor.process(inputInsertAndUpdate).map(mapper::readTree).foreach(record -> {
+      // database name should be null
+      JsonNode database = record.get("database");
+      // insert and update records should be tagged as no delete
+      boolean isDelete = record.get(HoodieRecord.HOODIE_IS_DELETED).booleanValue();
+
+      assertFalse(isDelete);
+      assertNull(database);

Review comment:
       > Why is the database null?
   
   Because the processor have extract the content of `data` field as the result, field `database` doesn't belong to `data` 




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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1062125776


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067623861


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1062128193


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1062125776


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1065893837


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1063269660


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[GitHub] [hudi] wangxianghu commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1066550251


   hi @XuQianJin-Stars, can you help review this ?


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
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[GitHub] [hudi] wangxianghu commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067771034


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1066090337


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1065893328


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[GitHub] [hudi] XuQianJin-Stars commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
XuQianJin-Stars commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067490161


   This PR is very good overall.


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[GitHub] [hudi] wangxianghu commented on a change in pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on a change in pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#discussion_r826611663



##########
File path: hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/processor/maxwell/MaxwellJsonKafkaSourcePostProcessor.java
##########
@@ -0,0 +1,186 @@
+/*
+ * 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.hudi.utilities.sources.processor.maxwell;
+
+import org.apache.hudi.common.config.ConfigProperty;
+import org.apache.hudi.common.config.TypedProperties;
+import org.apache.hudi.common.model.HoodieRecord;
+import org.apache.hudi.common.util.DateTimeUtils;
+import org.apache.hudi.config.HoodieWriteConfig;
+import org.apache.hudi.utilities.exception.HoodieSourcePostProcessException;
+import org.apache.hudi.utilities.sources.processor.JsonKafkaSourcePostProcessor;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+import org.apache.log4j.LogManager;
+import org.apache.log4j.Logger;
+import org.apache.spark.api.java.JavaRDD;
+
+import java.util.Locale;
+import java.util.Objects;
+import java.util.regex.Pattern;
+
+import static org.apache.hudi.utilities.sources.processor.maxwell.PreCombineFieldType.DATE_STRING;
+import static org.apache.hudi.utilities.sources.processor.maxwell.PreCombineFieldType.EPOCHMILLISECONDS;
+import static org.apache.hudi.utilities.sources.processor.maxwell.PreCombineFieldType.NON_TIMESTAMP;
+import static org.apache.hudi.utilities.sources.processor.maxwell.PreCombineFieldType.UNIX_TIMESTAMP;
+import static org.apache.hudi.utilities.sources.processor.maxwell.PreCombineFieldType.valueOf;
+
+/**
+ * A {@link JsonKafkaSourcePostProcessor} help to extract fresh data from maxwell json string and tag the record as
+ * delete or not.
+ */
+public class MaxwellJsonKafkaSourcePostProcessor extends JsonKafkaSourcePostProcessor {
+
+  private static final Logger LOG = LogManager.getLogger(MaxwellJsonKafkaSourcePostProcessor.class);
+
+  private static final ObjectMapper MAPPER = new ObjectMapper();
+
+  public MaxwellJsonKafkaSourcePostProcessor(TypedProperties props) {
+    super(props);
+  }
+
+  // ------------------------------------------------------------------------
+  //  Partial fields in maxwell json string
+  // ------------------------------------------------------------------------
+
+  private static final String DATABASE = "database";
+  private static final String TABLE = "table";
+  private static final String DATA = "data";
+  private static final String OPERATION_TYPE = "type";
+  private static final String TS = "ts";
+
+  // ------------------------------------------------------------------------
+  //  Operation types
+  // ------------------------------------------------------------------------
+
+  private static final String INSERT = "insert";
+  private static final String UPDATE = "update";
+  private static final String DELETE = "delete";
+
+  /**
+   * Configs to be passed for this processor.
+   */
+  public static class Config {
+    public static final ConfigProperty<String> DATABASE_NAME_REGEX_PROP = ConfigProperty
+        .key("hoodie.deltastreamer.source.json.kafka.post.processor.maxwell.database.regex")
+        .noDefaultValue()
+        .withDocumentation("Database name regex.");
+
+    public static final ConfigProperty<String> TABLE_NAME_REGEX_PROP = ConfigProperty
+        .key("hoodie.deltastreamer.source.json.kafka.post.processor.maxwell.table.regex")
+        .noDefaultValue()
+        .withDocumentation("Table name regex.");
+
+    public static final ConfigProperty<String> PRECOMBINE_FIELD_TYPE_PROP = ConfigProperty
+        .key("hoodie.deltastreamer.source.json.kafka.post.processor.maxwell.precombine.field.type")
+        .defaultValue("DATA_STRING")
+        .withDocumentation("Data type of the preCombine field. could be NON_TIMESTAMP, DATE_STRING,"
+            + "UNIX_TIMESTAMP or EPOCHMILLISECONDS. DATA_STRING by default ");
+
+    public static final ConfigProperty<String> PRECOMBINE_FIELD_FORMAT_PROP = ConfigProperty
+        .key("hoodie.deltastreamer.source.json.kafka.post.processor.maxwell.precombine.field.format")
+        .defaultValue("yyyy-MM-dd HH:mm:ss")
+        .withDocumentation("When the preCombine filed is in DATE_STRING format, use should tell hoodie"
+            + "what format it is. 'yyyy-MM-dd HH:mm:ss' by default");
+  }
+
+  @Override
+  public JavaRDD<String> process(JavaRDD<String> maxwellJsonRecords) {
+    return maxwellJsonRecords.map(record -> {
+      JsonNode inputJson = MAPPER.readTree(record);
+      String database = inputJson.get(DATABASE).textValue();
+      String table = inputJson.get(TABLE).textValue();
+
+      // filter out target databases and tables
+      if (isTargetTable(database, table)) {
+
+        LOG.info(String.format("Maxwell source processor starts process table : %s.%s", database, table));
+
+        ObjectNode result = (ObjectNode) inputJson.get(DATA);
+        String type = inputJson.get(OPERATION_TYPE).textValue();
+
+        // insert or update
+        if (INSERT.equals(type) || UPDATE.equals(type)) {
+          // tag this record not delete.
+          result.put(HoodieRecord.HOODIE_IS_DELETED, false);
+          return result.toString();
+
+          // delete
+        } else if (DELETE.equals(type)) {
+          // tag this record as delete.
+          result.put(HoodieRecord.HOODIE_IS_DELETED, true);

Review comment:
       > Can delete logic be put into a method?
   
   done
   




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[GitHub] [hudi] XuQianJin-Stars commented on a change in pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
XuQianJin-Stars commented on a change in pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#discussion_r826615061



##########
File path: hudi-utilities/src/test/java/org/apache/hudi/utilities/sources/TestJsonKafkaSourcePostProcessor.java
##########
@@ -120,6 +132,124 @@ public void testChainedJsonKafkaSourcePostProcessor() {
     assertEquals(0, fetch1.getBatch().get().count());
   }
 
+  @Test
+  public void testMaxwellJsonKafkaSourcePostProcessor() throws IOException {
+    // ------------------------------------------------------------------------
+    //  Maxwell data
+    // ------------------------------------------------------------------------
+
+    // database hudi, table hudi_maxwell_01 (insert, update and delete)
+    String hudiMaxwell01Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"insert\","
+        + "\"ts\":1647074402,\"xid\":6233,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\","
+        + "\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Update = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"update\","
+        + "\"ts\":1647074482,\"xid\":6440,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"},"
+        + "\"old\":{\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\",\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Delete = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"delete\","
+        + "\"ts\":1647074555,\"xid\":6631,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"}}";
+
+    String hudiMaxwell01Ddl = "{\"type\":\"table-alter\",\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\","
+        + "\"old\":{\"database\":\"hudi\",\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\","
+        + "\"primary-key\":[\"id\"],\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},"
+        + "{\"type\":\"varchar\",\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\","
+        + "\"signed\":true},{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},"
+        + "{\"type\":\"timestamp\",\"name\":\"update_time\",\"column-length\":0}]},\"def\":{\"database\":\"hudi\","
+        + "\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\",\"primary-key\":[\"id\"],"
+        + "\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},{\"type\":\"varchar\","
+        + "\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\",\"signed\":true},"
+        + "{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},{\"type\":\"timestamp\","
+        + "\"name\":\"update_time\",\"column-length\":0}]},\"ts\":1647072305000,\"sql\":\"/* ApplicationName=DBeaver "
+        + "21.0.4 - Main */ ALTER TABLE hudi.hudi_maxwell_01 MODIFY COLUMN age int(3) NULL\"}";
+
+    // database hudi, table hudi_maxwell_010, insert
+    String hudiMaxwell010Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_010\",\"type\":\"insert\","
+        + "\"ts\":1647073982,\"xid\":5164,\"commit\":true,\"data\":{\"id\":\"f3eaf4cdf7534e47a88cdf93d19b2ee6\","
+        + "\"name\":\"wangxianghu\",\"age\":18,\"insert_time\":\"2022-03-12 08:33:02\","
+        + "\"update_time\":\"2022-03-12 08:33:02\"}}";
+
+    // database hudi_02, table hudi_maxwell_02, insert
+    String hudi02Maxwell02Insert = "{\"database\":\"hudi_02\",\"table\":\"hudi_maxwell_02\",\"type\":\"insert\","
+        + "\"ts\":1647073916,\"xid\":4990,\"commit\":true,\"data\":{\"id\":\"9bb17f316ee8488cb107621ddf0f3cb0\","
+        + "\"name\":\"andy\",\"age\":17,\"insert_time\":\"2022-03-12 08:31:56\","
+        + "\"update_time\":\"2022-03-12 08:31:56\"}}";
+
+    // ------------------------------------------------------------------------
+    //  Tests
+    // ------------------------------------------------------------------------
+
+    ObjectMapper mapper = new ObjectMapper();
+    TypedProperties props = new TypedProperties();
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.DATABASE_NAME_REGEX_PROP.key(), "hudi(_)?[0-9]{0,2}");
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.TABLE_NAME_REGEX_PROP.key(), "hudi_maxwell(_)?[0-9]{0,2}");
+
+    // test insert and update
+    JavaRDD<String> inputInsertAndUpdate = jsc().parallelize(Arrays.asList(hudiMaxwell01Insert, hudiMaxwell01Update));
+    MaxwellJsonKafkaSourcePostProcessor processor = new MaxwellJsonKafkaSourcePostProcessor(props);
+    processor.process(inputInsertAndUpdate).map(mapper::readTree).foreach(record -> {
+      // database name should be null
+      JsonNode database = record.get("database");
+      // insert and update records should be tagged as no delete
+      boolean isDelete = record.get(HoodieRecord.HOODIE_IS_DELETED).booleanValue();
+
+      assertFalse(isDelete);
+      assertNull(database);

Review comment:
       > > Why is the database null?
   > 
   > Because the processor have extract the content of `data` field as the result, field `database` doesn't belong to `data`
   
   There is a problem. If Maxwell is used to parse multiple tables in the same database at the same time, how can we distinguish between database and table if it is not parsed in record?




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[GitHub] [hudi] wangxianghu commented on a change in pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on a change in pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#discussion_r826617046



##########
File path: hudi-utilities/src/test/java/org/apache/hudi/utilities/sources/TestJsonKafkaSourcePostProcessor.java
##########
@@ -120,6 +132,124 @@ public void testChainedJsonKafkaSourcePostProcessor() {
     assertEquals(0, fetch1.getBatch().get().count());
   }
 
+  @Test
+  public void testMaxwellJsonKafkaSourcePostProcessor() throws IOException {
+    // ------------------------------------------------------------------------
+    //  Maxwell data
+    // ------------------------------------------------------------------------
+
+    // database hudi, table hudi_maxwell_01 (insert, update and delete)
+    String hudiMaxwell01Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"insert\","
+        + "\"ts\":1647074402,\"xid\":6233,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\","
+        + "\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Update = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"update\","
+        + "\"ts\":1647074482,\"xid\":6440,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"},"
+        + "\"old\":{\"age\":18,\"insert_time\":\"2022-03-12 08:40:02\",\"update_time\":\"2022-03-12 08:40:02\"}}";
+
+    String hudiMaxwell01Delete = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\",\"type\":\"delete\","
+        + "\"ts\":1647074555,\"xid\":6631,\"commit\":true,\"data\":{\"id\":\"6018220e39e74477b45c7cf42f66bdc0\","
+        + "\"name\":\"mathieu\",\"age\":20,\"insert_time\":\"2022-03-12 04:40:02\",\"update_time\":\"2022-03-12 04:42:25\"}}";
+
+    String hudiMaxwell01Ddl = "{\"type\":\"table-alter\",\"database\":\"hudi\",\"table\":\"hudi_maxwell_01\","
+        + "\"old\":{\"database\":\"hudi\",\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\","
+        + "\"primary-key\":[\"id\"],\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},"
+        + "{\"type\":\"varchar\",\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\","
+        + "\"signed\":true},{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},"
+        + "{\"type\":\"timestamp\",\"name\":\"update_time\",\"column-length\":0}]},\"def\":{\"database\":\"hudi\","
+        + "\"charset\":\"utf8\",\"table\":\"hudi_maxwell_01\",\"primary-key\":[\"id\"],"
+        + "\"columns\":[{\"type\":\"varchar\",\"name\":\"id\",\"charset\":\"utf8\"},{\"type\":\"varchar\","
+        + "\"name\":\"name\",\"charset\":\"utf8\"},{\"type\":\"int\",\"name\":\"age\",\"signed\":true},"
+        + "{\"type\":\"timestamp\",\"name\":\"insert_time\",\"column-length\":0},{\"type\":\"timestamp\","
+        + "\"name\":\"update_time\",\"column-length\":0}]},\"ts\":1647072305000,\"sql\":\"/* ApplicationName=DBeaver "
+        + "21.0.4 - Main */ ALTER TABLE hudi.hudi_maxwell_01 MODIFY COLUMN age int(3) NULL\"}";
+
+    // database hudi, table hudi_maxwell_010, insert
+    String hudiMaxwell010Insert = "{\"database\":\"hudi\",\"table\":\"hudi_maxwell_010\",\"type\":\"insert\","
+        + "\"ts\":1647073982,\"xid\":5164,\"commit\":true,\"data\":{\"id\":\"f3eaf4cdf7534e47a88cdf93d19b2ee6\","
+        + "\"name\":\"wangxianghu\",\"age\":18,\"insert_time\":\"2022-03-12 08:33:02\","
+        + "\"update_time\":\"2022-03-12 08:33:02\"}}";
+
+    // database hudi_02, table hudi_maxwell_02, insert
+    String hudi02Maxwell02Insert = "{\"database\":\"hudi_02\",\"table\":\"hudi_maxwell_02\",\"type\":\"insert\","
+        + "\"ts\":1647073916,\"xid\":4990,\"commit\":true,\"data\":{\"id\":\"9bb17f316ee8488cb107621ddf0f3cb0\","
+        + "\"name\":\"andy\",\"age\":17,\"insert_time\":\"2022-03-12 08:31:56\","
+        + "\"update_time\":\"2022-03-12 08:31:56\"}}";
+
+    // ------------------------------------------------------------------------
+    //  Tests
+    // ------------------------------------------------------------------------
+
+    ObjectMapper mapper = new ObjectMapper();
+    TypedProperties props = new TypedProperties();
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.DATABASE_NAME_REGEX_PROP.key(), "hudi(_)?[0-9]{0,2}");
+    props.setProperty(MaxwellJsonKafkaSourcePostProcessor.Config.TABLE_NAME_REGEX_PROP.key(), "hudi_maxwell(_)?[0-9]{0,2}");
+
+    // test insert and update
+    JavaRDD<String> inputInsertAndUpdate = jsc().parallelize(Arrays.asList(hudiMaxwell01Insert, hudiMaxwell01Update));
+    MaxwellJsonKafkaSourcePostProcessor processor = new MaxwellJsonKafkaSourcePostProcessor(props);
+    processor.process(inputInsertAndUpdate).map(mapper::readTree).foreach(record -> {
+      // database name should be null
+      JsonNode database = record.get("database");
+      // insert and update records should be tagged as no delete
+      boolean isDelete = record.get(HoodieRecord.HOODIE_IS_DELETED).booleanValue();
+
+      assertFalse(isDelete);
+      assertNull(database);

Review comment:
       > 
   
   we can config `hoodie.deltastreamer.source.json.kafka.post.processor.maxwell.database.regex` and `hoodie.deltastreamer.source.json.kafka.post.processor.maxwell.table.regex` to filter out the right database and table




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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1065914733


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1065902346


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[GitHub] [hudi] wangxianghu commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/hudi/pull/4987#issuecomment-1064986515


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Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067623861


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067668123


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1067666260


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[GitHub] [hudi] hudi-bot commented on pull request #4987: [HUDI-3547] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4987:
URL: https://github.com/apache/hudi/pull/4987#issuecomment-1065892040


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Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/hudi/pull/4987#issuecomment-1062128193


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/hudi/pull/4987#issuecomment-1062190050


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4987: [HUDI-3547] [WIP] Introduce MaxwellSourcePostProcessor to extract data from Maxwell json string

Posted by GitBox <gi...@apache.org>.
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