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[Reverse Replication] Adding load test for custom transformation (Goo…
…gleCloudPlatform#2061) * [Reverse Replication] Adding load test for custom transformation * minor fix * addressing review comments
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...est/java/com/google/cloud/teleport/v2/templates/SpannerToMySqlCustomTransformationLT.java
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| /* | ||
| * Copyright (C) 2024 Google LLC | ||
| * | ||
| * Licensed 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 com.google.cloud.teleport.v2.templates; | ||
|
|
||
| import static org.apache.beam.it.gcp.artifacts.utils.ArtifactUtils.getFullGcsPath; | ||
| import static org.apache.beam.it.truthmatchers.PipelineAsserts.assertThatPipeline; | ||
| import static org.apache.beam.it.truthmatchers.PipelineAsserts.assertThatResult; | ||
|
|
||
| import com.google.cloud.teleport.metadata.TemplateLoadTest; | ||
| import com.google.cloud.teleport.v2.spanner.migrations.transformation.CustomTransformation; | ||
| import com.google.common.io.Resources; | ||
| import java.io.IOException; | ||
| import java.text.ParseException; | ||
| import java.time.Duration; | ||
| import java.util.HashMap; | ||
| import java.util.List; | ||
| import org.apache.beam.it.common.PipelineLauncher; | ||
| import org.apache.beam.it.common.PipelineOperator; | ||
| import org.apache.beam.it.common.TestProperties; | ||
| import org.apache.beam.it.gcp.datagenerator.DataGenerator; | ||
| import org.apache.beam.it.jdbc.JDBCResourceManager; | ||
| import org.apache.beam.it.jdbc.MySQLResourceManager; | ||
| import org.apache.beam.it.jdbc.conditions.JDBCRowsCheck; | ||
| import org.junit.After; | ||
| import org.junit.Before; | ||
| import org.junit.Test; | ||
| import org.junit.experimental.categories.Category; | ||
| import org.junit.runner.RunWith; | ||
| import org.junit.runners.JUnit4; | ||
| import org.slf4j.Logger; | ||
| import org.slf4j.LoggerFactory; | ||
|
|
||
| @Category(TemplateLoadTest.class) | ||
| @TemplateLoadTest(SpannerToSourceDb.class) | ||
| @RunWith(JUnit4.class) | ||
| public class SpannerToMySqlCustomTransformationLT extends SpannerToSourceDbLTBase { | ||
| private static final Logger LOG = LoggerFactory.getLogger(SpannerToMySqlSourceLT.class); | ||
|
|
||
| private String generatorSchemaPath; | ||
| private final String artifactBucket = TestProperties.artifactBucket(); | ||
| private final String spannerDdlResource = "SpannerToMySqlSourceLT/spanner-schema.sql"; | ||
| private final String sessionFileResource = "SpannerToMySqlCustomTransformationLT/session.json"; | ||
| private final String dataGeneratorSchemaResource = | ||
| "SpannerToMySqlSourceLT/datagenerator-schema.json"; | ||
| private final String table = "Person"; | ||
| private final int maxWorkers = 50; | ||
| private final int numWorkers = 20; | ||
| private PipelineLauncher.LaunchInfo jobInfo; | ||
| private PipelineLauncher.LaunchInfo readerJobInfo; | ||
| private final int numShards = 1; | ||
|
|
||
| @Before | ||
| public void setup() throws IOException, InterruptedException { | ||
| setupResourceManagers(spannerDdlResource, sessionFileResource, artifactBucket); | ||
| setupMySQLResourceManager(numShards); | ||
| generatorSchemaPath = | ||
| getFullGcsPath( | ||
| artifactBucket, | ||
| gcsResourceManager | ||
| .uploadArtifact( | ||
| "input/schema.json", | ||
| Resources.getResource(dataGeneratorSchemaResource).getPath()) | ||
| .name()); | ||
|
|
||
| createMySQLSchema(jdbcResourceManagers); | ||
| CustomTransformation customTransformation = | ||
| CustomTransformation.builder( | ||
| "input/customShard.jar", "com.custom.CustomTransformationWithShardForLiveIT") | ||
| .build(); | ||
| createAndUploadJarToGcs(gcsResourceManager); | ||
| jobInfo = launchDataflowJob(artifactBucket, numWorkers, maxWorkers, customTransformation); | ||
| } | ||
|
|
||
| @After | ||
| public void tearDown() { | ||
| cleanupResourceManagers(); | ||
| } | ||
|
|
||
| @Test | ||
| public void reverseReplication1KTpsWithCustomTransformation() | ||
| throws IOException, ParseException, InterruptedException { | ||
| // Start data generator | ||
| DataGenerator dataGenerator = | ||
| DataGenerator.builderWithSchemaLocation(testName, generatorSchemaPath) | ||
| .setQPS("1000") | ||
| .setMessagesLimit(String.valueOf(300000)) | ||
| .setSpannerInstanceName(spannerResourceManager.getInstanceId()) | ||
| .setSpannerDatabaseName(spannerResourceManager.getDatabaseId()) | ||
| .setSpannerTableName(table) | ||
| .setNumWorkers("50") | ||
| .setMaxNumWorkers("100") | ||
| .setSinkType("SPANNER") | ||
| .setProjectId(project) | ||
| .setBatchSizeBytes("0") | ||
| .build(); | ||
|
|
||
| dataGenerator.execute(Duration.ofMinutes(90)); | ||
| assertThatPipeline(jobInfo).isRunning(); | ||
|
|
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| JDBCRowsCheck check = | ||
| JDBCRowsCheck.builder(jdbcResourceManagers.get(0), table) | ||
| .setMinRows(300000) | ||
| .setMaxRows(300000) | ||
| .build(); | ||
|
|
||
| PipelineOperator.Result result = | ||
| pipelineOperator.waitForCondition( | ||
| createConfig(jobInfo, Duration.ofMinutes(10), Duration.ofSeconds(30)), check); | ||
|
|
||
| // Assert Conditions | ||
| assertThatResult(result).meetsConditions(); | ||
|
|
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| PipelineOperator.Result result1 = | ||
| pipelineOperator.cancelJobAndFinish(createConfig(jobInfo, Duration.ofMinutes(20))); | ||
|
|
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| assertThatResult(result1).isLaunchFinished(); | ||
|
|
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| exportMetrics(jobInfo, numShards); | ||
| } | ||
|
|
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| private void createMySQLSchema(List<JDBCResourceManager> jdbcResourceManagers) { | ||
| if (!(jdbcResourceManagers.get(0) instanceof MySQLResourceManager)) { | ||
| throw new IllegalArgumentException(jdbcResourceManagers.get(0).getClass().getSimpleName()); | ||
| } | ||
| MySQLResourceManager jdbcResourceManager = (MySQLResourceManager) jdbcResourceManagers.get(0); | ||
| HashMap<String, String> columns = new HashMap<>(); | ||
| columns.put("first_name1", "varchar(500)"); | ||
| columns.put("last_name1", "varchar(500)"); | ||
| columns.put("full_name1", "varchar(1500)"); | ||
| columns.put("first_name2", "varchar(500)"); | ||
| columns.put("last_name2", "varchar(500)"); | ||
| columns.put("full_name2", "varchar(1500)"); | ||
| columns.put("first_name3", "varchar(500)"); | ||
| columns.put("last_name3", "varchar(500)"); | ||
| columns.put("full_name3", "varchar(1500)"); | ||
| columns.put("ID", "varchar(100) NOT NULL"); | ||
|
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| JDBCResourceManager.JDBCSchema schema = new JDBCResourceManager.JDBCSchema(columns, "ID"); | ||
|
|
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| jdbcResourceManager.createTable(table, schema); | ||
| } | ||
| } |
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