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[Feature][Transform] Add embedding transform (apache#7534)
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102 changes: 102 additions & 0 deletions
102
...forms-v2-e2e-part-1/src/test/java/org/apache/seatunnel/e2e/transform/TestEmbeddingIT.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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|
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| package org.apache.seatunnel.e2e.transform; | ||
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| import org.apache.seatunnel.e2e.common.TestResource; | ||
| import org.apache.seatunnel.e2e.common.container.EngineType; | ||
| import org.apache.seatunnel.e2e.common.container.TestContainer; | ||
| import org.apache.seatunnel.e2e.common.junit.DisabledOnContainer; | ||
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| import org.junit.jupiter.api.AfterAll; | ||
| import org.junit.jupiter.api.Assertions; | ||
| import org.junit.jupiter.api.BeforeAll; | ||
| import org.junit.jupiter.api.TestTemplate; | ||
| import org.testcontainers.containers.Container; | ||
| import org.testcontainers.containers.GenericContainer; | ||
| import org.testcontainers.containers.output.Slf4jLogConsumer; | ||
| import org.testcontainers.containers.wait.strategy.HttpWaitStrategy; | ||
| import org.testcontainers.lifecycle.Startables; | ||
| import org.testcontainers.utility.DockerImageName; | ||
| import org.testcontainers.utility.DockerLoggerFactory; | ||
| import org.testcontainers.utility.MountableFile; | ||
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|
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| import java.io.File; | ||
| import java.io.IOException; | ||
| import java.net.URL; | ||
| import java.util.Optional; | ||
| import java.util.stream.Stream; | ||
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| @DisabledOnContainer( | ||
| value = {}, | ||
| type = {EngineType.SPARK, EngineType.FLINK}, | ||
| disabledReason = "Currently SPARK and FLINK not support adapt") | ||
| public class TestEmbeddingIT extends TestSuiteBase implements TestResource { | ||
| private static final String TMP_DIR = "/tmp"; | ||
| private GenericContainer<?> mockserverContainer; | ||
| private static final String IMAGE = "mockserver/mockserver:5.14.0"; | ||
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| @BeforeAll | ||
| @Override | ||
| public void startUp() { | ||
| Optional<URL> resource = | ||
| Optional.ofNullable(TestLLMIT.class.getResource("/mock-embedding.json")); | ||
| this.mockserverContainer = | ||
| new GenericContainer<>(DockerImageName.parse(IMAGE)) | ||
| .withNetwork(NETWORK) | ||
| .withNetworkAliases("mockserver") | ||
| .withExposedPorts(1080) | ||
| .withCopyFileToContainer( | ||
| MountableFile.forHostPath( | ||
| new File( | ||
| resource.orElseThrow( | ||
| () -> | ||
| new IllegalArgumentException( | ||
| "Can not get config file of mockServer")) | ||
| .getPath()) | ||
| .getAbsolutePath()), | ||
| TMP_DIR + "/mock-embedding.json") | ||
| .withEnv( | ||
| "MOCKSERVER_INITIALIZATION_JSON_PATH", | ||
| TMP_DIR + "/mock-embedding.json") | ||
| .withEnv("MOCKSERVER_LOG_LEVEL", "WARN") | ||
| .withLogConsumer(new Slf4jLogConsumer(DockerLoggerFactory.getLogger(IMAGE))) | ||
| .waitingFor(new HttpWaitStrategy().forPath("/").forStatusCode(404)); | ||
| Startables.deepStart(Stream.of(mockserverContainer)).join(); | ||
| } | ||
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| @AfterAll | ||
| @Override | ||
| public void tearDown() throws Exception { | ||
| if (mockserverContainer != null) { | ||
| mockserverContainer.stop(); | ||
| } | ||
| } | ||
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| @TestTemplate | ||
| public void testEmbedding(TestContainer container) throws IOException, InterruptedException { | ||
| Container.ExecResult execResult = container.executeJob("/embedding_transform.conf"); | ||
| Assertions.assertEquals(0, execResult.getExitCode()); | ||
| } | ||
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| @TestTemplate | ||
| public void testEmbeddingWithCustomModel(TestContainer container) | ||
| throws IOException, InterruptedException { | ||
| Container.ExecResult execResult = container.executeJob("/embedding_transform_custom.conf"); | ||
| Assertions.assertEquals(0, execResult.getExitCode()); | ||
| } | ||
| } |
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