/* * Copyright OpenSearch Contributors * SPDX-License-Identifier: Apache-2.0 */ package org.opensearch.ml.rest; import static org.mockito.ArgumentMatchers.any; import static org.mockito.ArgumentMatchers.eq; import static org.mockito.Mockito.doAnswer; import static org.mockito.Mockito.spy; import static org.mockito.Mockito.times; import static org.mockito.Mockito.verify; import static org.opensearch.ml.utils.TestHelper.getKMeansRestRequest; import static org.opensearch.ml.utils.TestHelper.verifyParsedKMeansMLInput; import java.io.IOException; import java.util.List; import org.junit.Before; import org.junit.Rule; import org.junit.rules.ExpectedException; import org.mockito.ArgumentCaptor; import org.mockito.Mock; import org.mockito.MockitoAnnotations; import org.opensearch.action.ActionListener; import org.opensearch.client.node.NodeClient; import org.opensearch.common.settings.Settings; import org.opensearch.core.common.Strings; import org.opensearch.ml.common.MLTaskState; import org.opensearch.ml.common.input.MLInput; import org.opensearch.ml.common.output.MLTrainingOutput; import org.opensearch.ml.common.transport.MLTaskResponse; import org.opensearch.ml.common.transport.training.MLTrainingTaskAction; import org.opensearch.ml.common.transport.training.MLTrainingTaskRequest; import org.opensearch.rest.RestChannel; import org.opensearch.rest.RestHandler; import org.opensearch.rest.RestRequest; import org.opensearch.test.OpenSearchTestCase; import org.opensearch.threadpool.TestThreadPool; import org.opensearch.threadpool.ThreadPool; public class RestMLTrainingActionTests extends OpenSearchTestCase { @Rule public ExpectedException thrown = ExpectedException.none(); private RestMLTrainingAction restMLTrainingAction; NodeClient client; private ThreadPool threadPool; @Mock RestChannel channel; @Before public void setup() { MockitoAnnotations.openMocks(this); restMLTrainingAction = new RestMLTrainingAction(); threadPool = new TestThreadPool(this.getClass().getSimpleName() + "ThreadPool"); client = spy(new NodeClient(Settings.EMPTY, threadPool)); doAnswer(invocation -> { ActionListener actionListener = invocation.getArgument(2); MLTrainingOutput mlTaskResponse = new MLTrainingOutput(null, "taskId", MLTaskState.CREATED.name()); actionListener.onResponse(MLTaskResponse.builder().output(mlTaskResponse).build()); return null; }).when(client).execute(eq(MLTrainingTaskAction.INSTANCE), any(), any()); } @Override public void tearDown() throws Exception { super.tearDown(); threadPool.shutdown(); client.close(); } public void testConstructor() { RestMLTrainingAction mlTrainingAction = new RestMLTrainingAction(); assertNotNull(mlTrainingAction); } public void testGetName() { String actionName = restMLTrainingAction.getName(); assertFalse(Strings.isNullOrEmpty(actionName)); assertEquals("ml_training_action", actionName); } public void testRoutes() { List routes = restMLTrainingAction.routes(); assertNotNull(routes); assertFalse(routes.isEmpty()); RestHandler.Route route = routes.get(0); assertEquals(RestRequest.Method.POST, route.getMethod()); assertEquals("/_plugins/_ml/_train/{algorithm}", route.getPath()); } public void testGetRequest() throws IOException { RestRequest request = getKMeansRestRequest(); MLTrainingTaskRequest trainingTaskRequest = restMLTrainingAction.getRequest(request); MLInput mlInput = trainingTaskRequest.getMlInput(); verifyParsedKMeansMLInput(mlInput); } public void testPrepareRequest() throws Exception { RestRequest request = getKMeansRestRequest(); restMLTrainingAction.handleRequest(request, channel, client); ArgumentCaptor argumentCaptor = ArgumentCaptor.forClass(MLTrainingTaskRequest.class); verify(client, times(1)).execute(eq(MLTrainingTaskAction.INSTANCE), argumentCaptor.capture(), any()); MLInput mlInput = argumentCaptor.getValue().getMlInput(); verifyParsedKMeansMLInput(mlInput); } }