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241
...dc-pipeline-e2e-tests/src/test/java/org/apache/flink/cdc/pipeline/tests/UdfE2eITCase.java
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.flink.cdc.pipeline.tests; | ||
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import org.apache.flink.cdc.common.test.utils.TestUtils; | ||
import org.apache.flink.cdc.connectors.mysql.testutils.MySqlContainer; | ||
import org.apache.flink.cdc.connectors.mysql.testutils.MySqlVersion; | ||
import org.apache.flink.cdc.connectors.mysql.testutils.UniqueDatabase; | ||
import org.apache.flink.cdc.pipeline.tests.utils.PipelineTestEnvironment; | ||
import org.apache.flink.cdc.runtime.operators.transform.TransformSchemaOperator; | ||
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import org.junit.After; | ||
import org.junit.Before; | ||
import org.junit.ClassRule; | ||
import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
import org.junit.runners.Parameterized; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
import org.testcontainers.containers.output.Slf4jLogConsumer; | ||
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import java.nio.file.Path; | ||
import java.sql.Connection; | ||
import java.sql.DriverManager; | ||
import java.sql.SQLException; | ||
import java.sql.Statement; | ||
import java.time.Duration; | ||
import java.util.Arrays; | ||
import java.util.List; | ||
import java.util.concurrent.TimeoutException; | ||
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/** E2e tests for the {@link TransformSchemaOperator}. */ | ||
@RunWith(Parameterized.class) | ||
public class UdfE2eITCase extends PipelineTestEnvironment { | ||
private static final Logger LOG = LoggerFactory.getLogger(TransformE2eITCase.class); | ||
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// ------------------------------------------------------------------------------------------ | ||
// MySQL Variables (we always use MySQL as the data source for easier verifying) | ||
// ------------------------------------------------------------------------------------------ | ||
protected static final String MYSQL_TEST_USER = "mysqluser"; | ||
protected static final String MYSQL_TEST_PASSWORD = "mysqlpw"; | ||
protected static final String MYSQL_DRIVER_CLASS = "com.mysql.cj.jdbc.Driver"; | ||
protected static final String INTER_CONTAINER_MYSQL_ALIAS = "mysql"; | ||
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@ClassRule | ||
public static final MySqlContainer MYSQL = | ||
(MySqlContainer) | ||
new MySqlContainer( | ||
MySqlVersion.V8_0) // v8 support both ARM and AMD architectures | ||
.withConfigurationOverride("docker/mysql/my.cnf") | ||
.withSetupSQL("docker/mysql/setup.sql") | ||
.withDatabaseName("flink-test") | ||
.withUsername("flinkuser") | ||
.withPassword("flinkpw") | ||
.withNetwork(NETWORK) | ||
.withNetworkAliases(INTER_CONTAINER_MYSQL_ALIAS) | ||
.withLogConsumer(new Slf4jLogConsumer(LOG)); | ||
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protected final UniqueDatabase transformRenameDatabase = | ||
new UniqueDatabase(MYSQL, "transform_test", MYSQL_TEST_USER, MYSQL_TEST_PASSWORD); | ||
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@Before | ||
public void before() throws Exception { | ||
super.before(); | ||
transformRenameDatabase.createAndInitialize(); | ||
} | ||
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@After | ||
public void after() { | ||
super.after(); | ||
transformRenameDatabase.dropDatabase(); | ||
} | ||
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@Test | ||
public void testUserDefinedFunctions() throws Exception { | ||
String pipelineJob = | ||
String.format( | ||
"source:\n" | ||
+ " type: mysql\n" | ||
+ " hostname: %s\n" | ||
+ " port: 3306\n" | ||
+ " username: %s\n" | ||
+ " password: %s\n" | ||
+ " tables: %s.\\.*\n" | ||
+ " server-id: 5400-5404\n" | ||
+ " server-time-zone: UTC\n" | ||
+ "\n" | ||
+ "sink:\n" | ||
+ " type: values\n" | ||
+ "udf:\n" | ||
+ " - name: addone\n" | ||
+ " classpath: org.apache.flink.cdc.udf.examples.AddOneFunctionClass\n" | ||
+ " - name: format\n" | ||
+ " classpath: org.apache.flink.cdc.udf.examples.FormatFunctionClass\n" | ||
+ " - name: stateful\n" | ||
+ " classpath: org.apache.flink.cdc.udf.examples.StatefulFunctionClass\n" | ||
+ " - name: typeof\n" | ||
+ " classpath: org.apache.flink.cdc.udf.examples.TypeOfFunctionClass\n" | ||
+ "transform:\n" | ||
+ " - source-table: %s.TABLEALPHA\n" | ||
+ " projection: ID, VERSION, ADDONE(ADDONE(ID)) AS INC_ID, FORMAT('<%%s>', VERSION) AS FMT_VER\n" | ||
+ " filter: ID > 1008\n" | ||
+ " - source-table: %s.TABLEBETA\n" | ||
+ " projection: ID, VERSION, STATEFUL AS STT, TYPEOF(ID) AS TYP\n" | ||
+ "\n" | ||
+ "pipeline:\n" | ||
+ " parallelism: 1", | ||
INTER_CONTAINER_MYSQL_ALIAS, | ||
MYSQL_TEST_USER, | ||
MYSQL_TEST_PASSWORD, | ||
transformRenameDatabase.getDatabaseName(), | ||
transformRenameDatabase.getDatabaseName(), | ||
transformRenameDatabase.getDatabaseName(), | ||
transformRenameDatabase.getDatabaseName(), | ||
transformRenameDatabase.getDatabaseName()); | ||
Path mysqlCdcJar = TestUtils.getResource("mysql-cdc-pipeline-connector.jar"); | ||
Path valuesCdcJar = TestUtils.getResource("values-cdc-pipeline-connector.jar"); | ||
Path mysqlDriverJar = TestUtils.getResource("mysql-driver.jar"); | ||
Path udfJar = TestUtils.getResource("udf-examples.jar"); | ||
submitPipelineJob(pipelineJob, mysqlCdcJar, valuesCdcJar, mysqlDriverJar, udfJar); | ||
waitUntilJobRunning(Duration.ofSeconds(30)); | ||
LOG.info("Pipeline job is running"); | ||
waitUntilSpecificEvent( | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[], after=[1011, 11], op=INSERT, meta=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
60000L); | ||
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waitUntilSpecificEvent( | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[], after=[2014, 14], op=INSERT, meta=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
60000L); | ||
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List<String> expectedEvents = | ||
Arrays.asList( | ||
String.format( | ||
"CreateTableEvent{tableId=%s.terminus, schema=columns={`ID` INT NOT NULL,`VERSION` STRING}, primaryKeys=ID, options=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[], after=[1009, 8.1], op=INSERT, meta=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[], after=[1010, 10], op=INSERT, meta=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[], after=[1011, 11], op=INSERT, meta=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[], after=[2011, 11], op=INSERT, meta=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[], after=[2012, 12], op=INSERT, meta=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[], after=[2014, 14], op=INSERT, meta=()}", | ||
transformRenameDatabase.getDatabaseName())); | ||
validateResult(expectedEvents); | ||
LOG.info("Begin incremental reading stage."); | ||
// generate binlogs | ||
String mysqlJdbcUrl = | ||
String.format( | ||
"jdbc:mysql://%s:%s/%s", | ||
MYSQL.getHost(), | ||
MYSQL.getDatabasePort(), | ||
transformRenameDatabase.getDatabaseName()); | ||
try (Connection conn = | ||
DriverManager.getConnection( | ||
mysqlJdbcUrl, MYSQL_TEST_USER, MYSQL_TEST_PASSWORD); | ||
Statement stat = conn.createStatement()) { | ||
stat.execute("UPDATE TABLEALPHA SET VERSION='100' WHERE id=1009;"); | ||
stat.execute("INSERT INTO TABLEALPHA VALUES (3007, '7', 79);"); | ||
stat.execute("DELETE FROM TABLEBETA WHERE id=2011;"); | ||
} catch (SQLException e) { | ||
LOG.error("Update table for CDC failed.", e); | ||
throw e; | ||
} | ||
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waitUntilSpecificEvent( | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[], after=[3007, 7], op=INSERT, meta=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
20000L); | ||
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waitUntilSpecificEvent( | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[1009, 8.1], after=[1009, 100], op=UPDATE, meta=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
20000L); | ||
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waitUntilSpecificEvent( | ||
String.format( | ||
"DataChangeEvent{tableId=%s.terminus, before=[2011, 11], after=[], op=DELETE, meta=()}", | ||
transformRenameDatabase.getDatabaseName()), | ||
20000L); | ||
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String stdout = taskManagerConsumer.toUtf8String(); | ||
System.out.println(stdout); | ||
} | ||
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private void validateResult(List<String> expectedEvents) throws Exception { | ||
for (String event : expectedEvents) { | ||
waitUntilSpecificEvent(event, 6000L); | ||
} | ||
} | ||
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private void waitUntilSpecificEvent(String event, long timeout) throws Exception { | ||
boolean result = false; | ||
long endTimeout = System.currentTimeMillis() + timeout; | ||
while (System.currentTimeMillis() < endTimeout) { | ||
String stdout = taskManagerConsumer.toUtf8String(); | ||
if (stdout.contains(event)) { | ||
result = true; | ||
break; | ||
} | ||
Thread.sleep(1000); | ||
} | ||
if (!result) { | ||
throw new TimeoutException( | ||
"failed to get specific event: " | ||
+ event | ||
+ " from stdout: " | ||
+ taskManagerConsumer.toUtf8String()); | ||
} | ||
} | ||
} |
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flink-cdc-e2e-tests/flink-cdc-pipeline-udf-examples/pom.xml
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<?xml version="1.0" encoding="UTF-8"?> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
<parent> | ||
<groupId>org.apache.flink</groupId> | ||
<artifactId>flink-cdc-e2e-tests</artifactId> | ||
<version>${revision}</version> | ||
</parent> | ||
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<artifactId>flink-cdc-pipeline-udf-examples</artifactId> | ||
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<properties> | ||
<maven.compiler.source>8</maven.compiler.source> | ||
<maven.compiler.target>8</maven.compiler.target> | ||
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding> | ||
</properties> | ||
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</project> |
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...ine-udf-examples/src/main/java/org/apache/flink/cdc/udf/examples/AddOneFunctionClass.java
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.flink.cdc.udf.examples; | ||
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/** This is an example UDF class for testing purposes only. */ | ||
public class AddOneFunctionClass { | ||
public Integer eval(Integer num) { | ||
return num + 1; | ||
} | ||
} |
25 changes: 25 additions & 0 deletions
25
...ine-udf-examples/src/main/java/org/apache/flink/cdc/udf/examples/FormatFunctionClass.java
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.flink.cdc.udf.examples; | ||
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/** This is an example UDF class for testing purposes only. */ | ||
public class FormatFunctionClass { | ||
public String eval(String format, Object... args) { | ||
return String.format(format, args); | ||
} | ||
} |
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30
...e-udf-examples/src/main/java/org/apache/flink/cdc/udf/examples/StatefulFunctionClass.java
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.flink.cdc.udf.examples; | ||
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/** This is an example UDF class for testing purposes only. */ | ||
public class StatefulFunctionClass { | ||
private static Integer counter = 0; | ||
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public String eval() { | ||
// Mod 6 here since testcases might be run multiple times. | ||
// In FlinkPipelineComposerITCase#testStatefulUdf, | ||
// this UDF would be invoked 6 times. | ||
return "#" + (counter++ % 6); | ||
} | ||
} |
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