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| 1 | +/* |
| 2 | + * Licensed to the Apache Software Foundation (ASF) under one or more |
| 3 | + * contributor license agreements. See the NOTICE file distributed with |
| 4 | + * this work for additional information regarding copyright ownership. |
| 5 | + * The ASF licenses this file to You under the Apache License, Version 2.0 |
| 6 | + * (the "License"); you may not use this file except in compliance with |
| 7 | + * the License. You may obtain a copy of the License at |
| 8 | + * |
| 9 | + * http://www.apache.org/licenses/LICENSE-2.0 |
| 10 | + * |
| 11 | + * Unless required by applicable law or agreed to in writing, software |
| 12 | + * distributed under the License is distributed on an "AS IS" BASIS, |
| 13 | + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 14 | + * See the License for the specific language governing permissions and |
| 15 | + * limitations under the License. |
| 16 | + */ |
| 17 | + |
| 18 | +package org.apache.flink.cdc.pipeline.tests; |
| 19 | + |
| 20 | +import org.apache.flink.cdc.common.test.utils.TestUtils; |
| 21 | +import org.apache.flink.cdc.connectors.mysql.testutils.UniqueDatabase; |
| 22 | +import org.apache.flink.cdc.pipeline.tests.utils.PipelineTestEnvironment; |
| 23 | +import org.apache.flink.elasticsearch6.shaded.org.apache.http.HttpHost; |
| 24 | +import org.apache.flink.elasticsearch6.shaded.org.elasticsearch.action.admin.indices.create.CreateIndexRequest; |
| 25 | +import org.apache.flink.elasticsearch6.shaded.org.elasticsearch.action.get.GetRequest; |
| 26 | +import org.apache.flink.elasticsearch6.shaded.org.elasticsearch.action.get.GetResponse; |
| 27 | +import org.apache.flink.elasticsearch6.shaded.org.elasticsearch.client.RequestOptions; |
| 28 | +import org.apache.flink.elasticsearch6.shaded.org.elasticsearch.client.RestClient; |
| 29 | +import org.apache.flink.elasticsearch6.shaded.org.elasticsearch.client.RestHighLevelClient; |
| 30 | +import org.apache.flink.elasticsearch6.shaded.org.elasticsearch.common.xcontent.XContentType; |
| 31 | + |
| 32 | +import org.assertj.core.api.Assertions; |
| 33 | +import org.junit.jupiter.api.AfterEach; |
| 34 | +import org.junit.jupiter.api.BeforeAll; |
| 35 | +import org.junit.jupiter.api.BeforeEach; |
| 36 | +import org.junit.jupiter.api.Test; |
| 37 | +import org.slf4j.Logger; |
| 38 | +import org.slf4j.LoggerFactory; |
| 39 | +import org.testcontainers.containers.output.Slf4jLogConsumer; |
| 40 | +import org.testcontainers.elasticsearch.ElasticsearchContainer; |
| 41 | +import org.testcontainers.junit.jupiter.Container; |
| 42 | +import org.testcontainers.lifecycle.Startables; |
| 43 | +import org.testcontainers.utility.DockerImageName; |
| 44 | + |
| 45 | +import java.io.IOException; |
| 46 | +import java.nio.file.Path; |
| 47 | +import java.sql.Connection; |
| 48 | +import java.sql.DriverManager; |
| 49 | +import java.sql.Statement; |
| 50 | +import java.time.Duration; |
| 51 | +import java.util.stream.Stream; |
| 52 | + |
| 53 | +class MysqlToElasticsearch6E2eITCase extends PipelineTestEnvironment { |
| 54 | + private static final Logger LOG = LoggerFactory.getLogger(MysqlToElasticsearch6E2eITCase.class); |
| 55 | + |
| 56 | + protected final UniqueDatabase inventoryDatabase = |
| 57 | + new UniqueDatabase(MYSQL, "mysql_inventory", MYSQL_TEST_USER, MYSQL_TEST_PASSWORD); |
| 58 | + |
| 59 | + private static final String ELASTICSEARCH_VERSION = "6.8.20"; |
| 60 | + private static final String INTER_CONTAINER_ES_ALIAS = "elasticsearch"; |
| 61 | + |
| 62 | + private RestHighLevelClient client; |
| 63 | + |
| 64 | + @Container |
| 65 | + private static final ElasticsearchContainer ELASTICSEARCH_CONTAINER = |
| 66 | + createElasticsearchContainer(); |
| 67 | + |
| 68 | + @BeforeAll |
| 69 | + static void initializeContainers() { |
| 70 | + LOG.info("Starting containers..."); |
| 71 | + Startables.deepStart(Stream.of(MYSQL, ELASTICSEARCH_CONTAINER)).join(); |
| 72 | + LOG.info("Containers are started."); |
| 73 | + } |
| 74 | + |
| 75 | + @BeforeEach |
| 76 | + public void before() throws Exception { |
| 77 | + super.before(); |
| 78 | + inventoryDatabase.createAndInitialize(); |
| 79 | + client = createElasticsearchClient(); |
| 80 | + initEsData(); |
| 81 | + } |
| 82 | + |
| 83 | + @AfterEach |
| 84 | + public void after() { |
| 85 | + super.after(); |
| 86 | + inventoryDatabase.dropDatabase(); |
| 87 | + if (client != null) { |
| 88 | + try { |
| 89 | + client.close(); |
| 90 | + } catch (IOException e) { |
| 91 | + throw new RuntimeException(e); |
| 92 | + } |
| 93 | + } |
| 94 | + } |
| 95 | + |
| 96 | + @Test |
| 97 | + void testSyncWholeDatabase() throws Exception { |
| 98 | + String databaseName = inventoryDatabase.getDatabaseName(); |
| 99 | + String pipelineJob = |
| 100 | + String.format( |
| 101 | + "source:\n" |
| 102 | + + " type: mysql\n" |
| 103 | + + " hostname: %s\n" |
| 104 | + + " port: 3306\n" |
| 105 | + + " username: %s\n" |
| 106 | + + " password: %s\n" |
| 107 | + + " tables: %s.\\.*\n" |
| 108 | + + " server-id: 5400-5404\n" |
| 109 | + + " server-time-zone: UTC\n" |
| 110 | + + "\n" |
| 111 | + + "sink:\n" |
| 112 | + + " type: elasticsearch\n" |
| 113 | + + " hosts: %s:9200\n" |
| 114 | + + " version: 6\n" |
| 115 | + + "\n" |
| 116 | + + "pipeline:\n" |
| 117 | + + " parallelism: %d", |
| 118 | + INTER_CONTAINER_MYSQL_ALIAS, |
| 119 | + MYSQL_TEST_USER, |
| 120 | + MYSQL_TEST_PASSWORD, |
| 121 | + databaseName, |
| 122 | + INTER_CONTAINER_ES_ALIAS, |
| 123 | + parallelism); |
| 124 | + Path esConnectorJar = TestUtils.getResource("elasticsearch-cdc-pipeline-connector.jar"); |
| 125 | + submitPipelineJob(pipelineJob, esConnectorJar); |
| 126 | + waitUntilJobRunning(Duration.ofSeconds(30)); |
| 127 | + LOG.info("Pipeline job is running"); |
| 128 | + |
| 129 | + verifySnapshotData(databaseName); |
| 130 | + verifyIncrementalData(databaseName); |
| 131 | + } |
| 132 | + |
| 133 | + private void verifySnapshotData(String databaseName) throws Exception { |
| 134 | + String productsIndex = databaseName + ".products"; |
| 135 | + String customersIndex = databaseName + ".customers"; |
| 136 | + |
| 137 | + // products id=101 (all fields populated) |
| 138 | + waitForEsDocument(productsIndex, "101"); |
| 139 | + GetResponse resp = |
| 140 | + client.get(new GetRequest(productsIndex).id("101"), RequestOptions.DEFAULT); |
| 141 | + Assertions.assertThat(resp.getSource()) |
| 142 | + .containsEntry("name", "scooter") |
| 143 | + .containsEntry("description", "Small 2-wheel scooter") |
| 144 | + .containsEntry("weight", 3.14) |
| 145 | + .containsEntry("enum_c", "red") |
| 146 | + .containsEntry("json_c", "{\"key1\": \"value1\"}") |
| 147 | + .containsEntry("point_c", "{\"coordinates\":[1,1],\"type\":\"Point\",\"srid\":0}"); |
| 148 | + |
| 149 | + // products id=106 (enum_c, json_c, point_c are null) |
| 150 | + waitForEsDocument(productsIndex, "106"); |
| 151 | + resp = client.get(new GetRequest(productsIndex).id("106"), RequestOptions.DEFAULT); |
| 152 | + Assertions.assertThat(resp.getSource()) |
| 153 | + .containsEntry("name", "hammer") |
| 154 | + .containsEntry("description", "16oz carpenter's hammer") |
| 155 | + .containsEntry("weight", 1.0); |
| 156 | + |
| 157 | + // products id=109 (last snapshot row) |
| 158 | + waitForEsDocument(productsIndex, "109"); |
| 159 | + resp = client.get(new GetRequest(productsIndex).id("109"), RequestOptions.DEFAULT); |
| 160 | + Assertions.assertThat(resp.getSource()) |
| 161 | + .containsEntry("name", "spare tire") |
| 162 | + .containsEntry("description", "24 inch spare tire") |
| 163 | + .containsEntry("weight", 22.2); |
| 164 | + |
| 165 | + // customers id=101 |
| 166 | + waitForEsDocument(customersIndex, "101"); |
| 167 | + resp = client.get(new GetRequest(customersIndex).id("101"), RequestOptions.DEFAULT); |
| 168 | + Assertions.assertThat(resp.getSource()) |
| 169 | + .containsEntry("name", "user_1") |
| 170 | + .containsEntry("address", "Shanghai") |
| 171 | + .containsEntry("phone_number", "123567891234"); |
| 172 | + } |
| 173 | + |
| 174 | + private void verifyIncrementalData(String databaseName) throws Exception { |
| 175 | + LOG.info("Begin incremental reading stage."); |
| 176 | + String productsIndex = databaseName + ".products"; |
| 177 | + String mysqlJdbcUrl = |
| 178 | + String.format( |
| 179 | + "jdbc:mysql://%s:%s/%s", |
| 180 | + MYSQL.getHost(), MYSQL.getDatabasePort(), databaseName); |
| 181 | + try (Connection conn = |
| 182 | + DriverManager.getConnection( |
| 183 | + mysqlJdbcUrl, MYSQL_TEST_USER, MYSQL_TEST_PASSWORD); |
| 184 | + Statement stat = conn.createStatement()) { |
| 185 | + |
| 186 | + // INSERT |
| 187 | + stat.execute( |
| 188 | + "INSERT INTO products VALUES " |
| 189 | + + "(default,'jacket','water resistent white wind breaker',0.2, null, null, null);"); |
| 190 | + waitForEsDocument(productsIndex, "110"); |
| 191 | + GetResponse resp = |
| 192 | + client.get(new GetRequest(productsIndex).id("110"), RequestOptions.DEFAULT); |
| 193 | + Assertions.assertThat(resp.getSource()) |
| 194 | + .containsEntry("name", "jacket") |
| 195 | + .containsEntry("description", "water resistent white wind breaker") |
| 196 | + .containsEntry("weight", 0.2); |
| 197 | + |
| 198 | + // UPDATE |
| 199 | + stat.execute("UPDATE products SET description='18oz carpenter hammer' WHERE id=106;"); |
| 200 | + stat.execute("UPDATE products SET weight='5.1' WHERE id=107;"); |
| 201 | + waitForEsDocumentField(productsIndex, "106", "description", "18oz carpenter hammer"); |
| 202 | + waitForEsDocumentField(productsIndex, "107", "weight", 5.1); |
| 203 | + |
| 204 | + // DELETE |
| 205 | + stat.execute("DELETE FROM products WHERE id=101;"); |
| 206 | + waitForEsDocumentDeleted(productsIndex, "101"); |
| 207 | + } |
| 208 | + } |
| 209 | + |
| 210 | + private static ElasticsearchContainer createElasticsearchContainer() { |
| 211 | + DockerImageName imageName = |
| 212 | + DockerImageName.parse( |
| 213 | + "docker.elastic.co/elasticsearch/elasticsearch:" |
| 214 | + + ELASTICSEARCH_VERSION) |
| 215 | + .asCompatibleSubstituteFor("docker.elastic.co/elasticsearch/elasticsearch"); |
| 216 | + ElasticsearchContainer esContainer = new ElasticsearchContainer(imageName); |
| 217 | + esContainer |
| 218 | + .withNetwork(NETWORK) |
| 219 | + .withNetworkAliases(INTER_CONTAINER_ES_ALIAS) |
| 220 | + .withEnv("xpack.security.enabled", "false") |
| 221 | + .withEnv("ES_JAVA_OPTS", "-Xms2g -Xmx2g") |
| 222 | + .withLogConsumer(new Slf4jLogConsumer(LOG)); |
| 223 | + return esContainer; |
| 224 | + } |
| 225 | + |
| 226 | + private RestHighLevelClient createElasticsearchClient() { |
| 227 | + return new RestHighLevelClient( |
| 228 | + RestClient.builder( |
| 229 | + new HttpHost( |
| 230 | + ELASTICSEARCH_CONTAINER.getHost(), |
| 231 | + ELASTICSEARCH_CONTAINER.getFirstMappedPort(), |
| 232 | + "http"))); |
| 233 | + } |
| 234 | + |
| 235 | + private void initEsData() throws IOException { |
| 236 | + String dbName = inventoryDatabase.getDatabaseName(); |
| 237 | + createProductsIndex(dbName); |
| 238 | + createCustomersIndex(dbName); |
| 239 | + } |
| 240 | + |
| 241 | + private void createProductsIndex(String dbName) throws IOException { |
| 242 | + String indexName = dbName + ".products"; |
| 243 | + String source = |
| 244 | + "{\"mappings\":{\"_doc\":{\"properties\":{" |
| 245 | + + "\"id\":{\"type\":\"integer\"}," |
| 246 | + + "\"name\":{\"type\":\"keyword\"}," |
| 247 | + + "\"description\":{\"type\":\"text\"}," |
| 248 | + + "\"weight\":{\"type\":\"float\"}," |
| 249 | + + "\"enum_c\":{\"type\":\"keyword\"}," |
| 250 | + + "\"json_c\":{\"type\":\"keyword\"}," |
| 251 | + + "\"point_c\":{\"type\":\"keyword\"}" |
| 252 | + + "}}}}"; |
| 253 | + client.indices() |
| 254 | + .create( |
| 255 | + new CreateIndexRequest(indexName).source(source, XContentType.JSON), |
| 256 | + RequestOptions.DEFAULT); |
| 257 | + } |
| 258 | + |
| 259 | + private void createCustomersIndex(String dbName) throws IOException { |
| 260 | + String indexName = dbName + ".customers"; |
| 261 | + String source = |
| 262 | + "{\"mappings\":{\"_doc\":{\"properties\":{" |
| 263 | + + "\"id\":{\"type\":\"integer\"}," |
| 264 | + + "\"name\":{\"type\":\"keyword\"}," |
| 265 | + + "\"address\":{\"type\":\"text\"}," |
| 266 | + + "\"phone_number\":{\"type\":\"keyword\"}" |
| 267 | + + "}}}}"; |
| 268 | + client.indices() |
| 269 | + .create( |
| 270 | + new CreateIndexRequest(indexName).source(source, XContentType.JSON), |
| 271 | + RequestOptions.DEFAULT); |
| 272 | + } |
| 273 | + |
| 274 | + private void waitForEsDocument(String indexName, String docId) throws Exception { |
| 275 | + long deadline = System.currentTimeMillis() + EVENT_WAITING_TIMEOUT.toMillis(); |
| 276 | + while (System.currentTimeMillis() < deadline) { |
| 277 | + GetRequest getRequest = new GetRequest(indexName).id(docId); |
| 278 | + GetResponse response = client.get(getRequest, RequestOptions.DEFAULT); |
| 279 | + if (response.isExists()) { |
| 280 | + return; |
| 281 | + } |
| 282 | + Thread.sleep(1000L); |
| 283 | + } |
| 284 | + Assertions.fail("Timed out waiting for ES document: " + indexName + "/" + docId); |
| 285 | + } |
| 286 | + |
| 287 | + private void waitForEsDocumentField( |
| 288 | + String indexName, String docId, String field, Object expectedValue) throws Exception { |
| 289 | + long deadline = System.currentTimeMillis() + EVENT_WAITING_TIMEOUT.toMillis(); |
| 290 | + while (System.currentTimeMillis() < deadline) { |
| 291 | + GetRequest getRequest = new GetRequest(indexName).id(docId); |
| 292 | + GetResponse response = client.get(getRequest, RequestOptions.DEFAULT); |
| 293 | + if (response.isExists() && expectedValue.equals(response.getSource().get(field))) { |
| 294 | + return; |
| 295 | + } |
| 296 | + Thread.sleep(1000L); |
| 297 | + } |
| 298 | + Assertions.fail( |
| 299 | + "Timed out waiting for ES document field: " |
| 300 | + + indexName |
| 301 | + + "/" |
| 302 | + + docId |
| 303 | + + " " |
| 304 | + + field |
| 305 | + + "=" |
| 306 | + + expectedValue); |
| 307 | + } |
| 308 | + |
| 309 | + private void waitForEsDocumentDeleted(String indexName, String docId) throws Exception { |
| 310 | + long deadline = System.currentTimeMillis() + EVENT_WAITING_TIMEOUT.toMillis(); |
| 311 | + while (System.currentTimeMillis() < deadline) { |
| 312 | + GetRequest getRequest = new GetRequest(indexName).id(docId); |
| 313 | + GetResponse response = client.get(getRequest, RequestOptions.DEFAULT); |
| 314 | + if (!response.isExists()) { |
| 315 | + return; |
| 316 | + } |
| 317 | + Thread.sleep(1000L); |
| 318 | + } |
| 319 | + Assertions.fail("Document was not deleted within timeout: " + indexName + "/" + docId); |
| 320 | + } |
| 321 | +} |
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