[2.x] Adding an integration test for redeploying a model (#1016)

* Adding a failing integ test for redeploy model and fix breaking changes from OpenSearch core Signed-off-by: Sarat Vemulapalli <[email protected]> * Adding model group ID changes for tests Signed-off-by: Sarat Vemulapalli <[email protected]> * Fixing tests for ImmutableMap copy Signed-off-by: Sarat Vemulapalli <[email protected]> * Commenting wait out task for model Signed-off-by: Sarat Vemulapalli <[email protected]> * Adding a failing integ test for redeploy model and fix breaking changes from OpenSearch core Signed-off-by: Sarat Vemulapalli <[email protected]> * Rebasing with 2.x Signed-off-by: Sarat Vemulapalli <[email protected]> * Adding logs to debug the test in GHA Signed-off-by: Sarat Vemulapalli <[email protected]> * GHA tests Signed-off-by: Sarat Vemulapalli <[email protected]> * Still debugging Signed-off-by: Sarat Vemulapalli <[email protected]> * Removing comment Signed-off-by: Sarat Vemulapalli <[email protected]> * Removing unnecessary changes Signed-off-by: Sarat Vemulapalli <[email protected]> * Removing logs Signed-off-by: Sarat Vemulapalli <[email protected]> --------- Signed-off-by: Sarat Vemulapalli <[email protected]>
opensearch-project · Jul 5, 2023 · 103a401 · 103a401
1 parent df314fc
commit 103a401
Showing 1 changed file with 70 additions and 0 deletions.
diff --git a/plugin/src/test/java/org/opensearch/ml/rest/RestMLDeployModelActionIT.java b/plugin/src/test/java/org/opensearch/ml/rest/RestMLDeployModelActionIT.java
@@ -0,0 +1,70 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+package org.opensearch.ml.rest;
+
+import static org.opensearch.ml.common.MLTask.MODEL_ID_FIELD;
+
+import java.io.IOException;
+import java.util.Map;
+
+import org.junit.Before;
+import org.junit.Rule;
+import org.junit.rules.ExpectedException;
+import org.opensearch.ml.common.MLTaskState;
+import org.opensearch.ml.common.transport.model_group.MLRegisterModelGroupInput;
+import org.opensearch.ml.common.transport.register.MLRegisterModelInput;
+import org.opensearch.ml.utils.TestHelper;
+
+public class RestMLDeployModelActionIT extends MLCommonsRestTestCase {
+    @Rule
+    public ExpectedException exceptionRule = ExpectedException.none();
+    private MLRegisterModelInput registerModelInput;
+    private MLRegisterModelGroupInput mlRegisterModelGroupInput;
+    private String modelGroupId;
+
+    @Before
+    public void setup() throws IOException {
+        mlRegisterModelGroupInput = MLRegisterModelGroupInput.builder().name("testGroupID").description("This is test Group").build();
+        registerModelGroup(client(), TestHelper.toJsonString(mlRegisterModelGroupInput), registerModelGroupResult -> {
+            this.modelGroupId = (String) registerModelGroupResult.get("model_group_id");
+        });
+        registerModelInput = createRegisterModelInput(modelGroupId);
+    }
+
+    public void testReDeployModel() throws InterruptedException, IOException {
+        // Register Model
+        String taskId = registerModel(TestHelper.toJsonString(registerModelInput));
+        waitForTask(taskId, MLTaskState.COMPLETED);
+        getTask(client(), taskId, response -> {
+            String model_id = (String) response.get(MODEL_ID_FIELD);
+            try {
+                // Deploy Model
+                String taskId1 = deployModel(model_id);
+                getTask(client(), taskId1, innerResponse -> { assertEquals(model_id, innerResponse.get(MODEL_ID_FIELD)); });
+                waitForTask(taskId1, MLTaskState.COMPLETED);
+
+                // Undeploy Model
+                Map<String, Object> undeployresponse = undeployModel(model_id);
+                for (Map.Entry<String, Object> entry : undeployresponse.entrySet()) {
+                    Map stats = (Map) ((Map) entry.getValue()).get("stats");
+                    assertEquals("undeployed", stats.get(model_id));
+                }
+
+                // Deploy Model again
+                taskId1 = deployModel(model_id);
+                getTask(client(), taskId1, innerResponse -> { logger.info("Re-Deploy model {}", innerResponse); });
+                waitForTask(taskId1, MLTaskState.COMPLETED);
+
+                getModel(client(), model_id, model -> {
+                    logger.info("Get Model after re-deploy {}", model);
+                    assertEquals("DEPLOYED", model.get("model_state"));
+                });
+
+            } catch (Exception e) {
+                throw new RuntimeException(e);
+            }
+        });
+    }
+}